diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..08a982b --- /dev/null +++ b/.gitignore @@ -0,0 +1,8 @@ +# Ignore compiled Python code +__pycache__ + +# Ignore VSCode data +.vscode/ + +# Ignore spyproject +.spyproject diff --git a/checkpoints/readme.md b/checkpoints/readme.md new file mode 100644 index 0000000..28c8f71 --- /dev/null +++ b/checkpoints/readme.md @@ -0,0 +1 @@ +This is a directory for model checkpoints. \ No newline at end of file diff --git a/data/clo_test_ds/9068255351728993909/00000000.shard/00000000.snapshot b/data/clo_test_ds/9068255351728993909/00000000.shard/00000000.snapshot new file mode 100644 index 0000000..9c3bd3a Binary files /dev/null and b/data/clo_test_ds/9068255351728993909/00000000.shard/00000000.snapshot differ diff --git a/data/clo_test_ds/dataset_spec.pb b/data/clo_test_ds/dataset_spec.pb new file mode 100644 index 0000000..8930501 --- /dev/null +++ b/data/clo_test_ds/dataset_spec.pb @@ -0,0 +1,4 @@ +Ђ[ +Š џџџџџџџџџ€ +Š 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b/data/snl_train_ds/dataset_spec.pb @@ -0,0 +1,4 @@ +Ђ[ +Š џџџџџџџџџ€ +Š џџџџџџџџџ + Š џџџџџџџџџd \ No newline at end of file diff --git a/data/snl_train_ds/snapshot.metadata b/data/snl_train_ds/snapshot.metadata new file mode 100644 index 0000000..557e1d5 --- /dev/null +++ b/data/snl_train_ds/snapshot.metadata @@ -0,0 +1 @@ +3274803510225957421…—ЌЈма‡ *0Р> \ No newline at end of file diff --git a/diffbatt.png b/diffbatt.png new file mode 100644 index 0000000..0ade8b5 Binary files /dev/null and b/diffbatt.png differ diff --git a/diffusion_model.py b/diffusion_model.py new file mode 100644 index 0000000..c74aaa6 --- /dev/null +++ b/diffusion_model.py @@ -0,0 +1,136 @@ +import numpy as np +import tensorflow as tf +from tensorflow import keras + +class DiffusionModel(keras.Model): + def __init__(self, network, ema_network, timesteps, gdf_util, ema=0.999, p_uncond=0.0, first_channels=8): + super().__init__() + self.network = network + self.ema_network = ema_network + self.timesteps = timesteps + self.gdf_util = gdf_util + self.ema = ema + self.p_uncond = p_uncond + self.first_channels = first_channels + + @tf.function + def bernoulli(self, shape): + c = tf.random.uniform(shape, minval=0, maxval=1, dtype=tf.float32) + c = tf.where(c < self.p_uncond, 0.0, 1.0) + return c + + @tf.function + def train_step(self, images): + images, _, protocol = images + # 1. Get the batch size + batch_size = tf.shape(images)[0] + + # 2. Sample timesteps uniformly + t = tf.random.uniform( + minval=0, maxval=self.timesteps, shape=(batch_size,), dtype=tf.int64 + ) + + c_mask = self.bernoulli(shape=(batch_size,)) + c_mask = tf.tile(c_mask[...,None], [1, self.first_channels*4]) + + with tf.GradientTape() as tape: + # 3. Sample random noise to be added to the images in the batch + noise = tf.random.normal(shape=tf.shape(images), dtype=images.dtype) + + # 4. Diffuse the images with noise + images_t = self.gdf_util.q_sample(images, t, noise) + + # 5. Pass the diffused images and time steps to the network + pred_noise = self.network([images_t, t, protocol, c_mask], training=True) + + # 6. Calculate the loss + loss = self.loss(noise, pred_noise) + + # 7. Get the gradients + gradients = tape.gradient(loss, self.network.trainable_weights) + + # 8. Update the weights of the network + self.optimizer.apply_gradients(zip(gradients, self.network.trainable_weights)) + + # 9. Updates the weight values for the network with EMA weights + for weight, ema_weight in zip(self.network.weights, self.ema_network.weights): + ema_weight.assign(self.ema * ema_weight + (1 - self.ema) * weight) + + # 10. Return loss values + return {"loss": loss} + + @tf.function + def test_step(self, images): + images, _, protocol = images + # 1. Get the batch size + batch_size = tf.shape(images)[0] + + # 2. Sample timesteps uniformly + t = tf.random.uniform( + minval=0, maxval=self.timesteps, shape=(batch_size,), dtype=tf.int64 + ) + + c_mask = tf.ones(shape=(batch_size, self.first_channels*4)) + + # 3. Sample random noise to be added to the images in the batch + noise = tf.random.normal(shape=tf.shape(images), dtype=images.dtype) + + # 4. Diffuse the images with noise + images_t = self.gdf_util.q_sample(images, t, noise) + + # 5. Pass the diffused images and time steps to the network + pred_noise = self.network([images_t, t, protocol, c_mask], training=False) + + # 6. Calculate the loss + loss = self.loss(noise, pred_noise) + + # 10. Return loss values + return {"loss": loss} + + @tf.function + def generate(self, samples, tt, capacity_matrices, guide_w): + ones = tf.ones((len(samples), self.first_channels*4)) + zeros = tf.zeros((len(samples), self.first_channels*4)) + + pred_noise1 = self.ema_network([samples, tt, capacity_matrices, ones], training=False) + pred_noise2 = self.ema_network([samples, tt, capacity_matrices, zeros], training=False) + pred_noise = (1+guide_w)*pred_noise1 - guide_w*pred_noise2 + samples = self.gdf_util.p_sample( + pred_noise, samples, tt, clip_denoised=False + ) + return samples + + def generate_samples(self, capacity_matrices, guide_w = 0.0, record_samples=False): + # 1. Randomly sample noise (starting point for reverse process) + num_images = len(capacity_matrices) + samples = tf.random.normal( + shape=(num_images, 256, 1), dtype=tf.float32 + ) + capacity_matrices = tf.cast(capacity_matrices, dtype=tf.float32) + + record = [] + record.append(samples) + # 2. Sample from the model iteratively + for t in reversed(range(0, self.timesteps)): + tt = tf.cast(tf.fill(num_images, t), dtype=tf.int64) + samples = self.generate(samples, tt, capacity_matrices, guide_w) + if record_samples: + record.append(samples) + # 3. Return generated samples + if record_samples: + return samples, record + else: + return samples + + def get_config(self): + config = super().get_config().copy() + config.update({ + 'network': self.network, + 'ema_network': self.ema_network, + 'timesteps': self.timesteps, + 'gdf_util': self.gdf_util, + 'ema': self.ema, + 'p_uncond': self.p_uncond, + 'first_channels': self.first_channels, + }) + return config \ No newline at end of file diff --git a/gaussian_diffusion.py b/gaussian_diffusion.py new file mode 100644 index 0000000..b4bfa05 --- /dev/null +++ b/gaussian_diffusion.py @@ -0,0 +1,190 @@ + +import numpy as np +import tensorflow as tf + +class GaussianDiffusion: + """Gaussian diffusion utility. + + Args: + beta_start: Start value of the scheduled variance + beta_end: End value of the scheduled variance + timesteps: Number of time steps in the forward process + """ + + def __init__( + self, + beta_start=1e-4, + beta_end=0.02, + timesteps=1000, + clip_min=-1.0, + clip_max=1.0, + ): + self.beta_start = beta_start + self.beta_end = beta_end + self.timesteps = timesteps + self.clip_min = clip_min + self.clip_max = clip_max + + # Define the linear variance schedule + self.betas = betas = np.linspace( + beta_start, + beta_end, + timesteps, + dtype=np.float64, # Using float64 for better precision + ) + self.num_timesteps = int(timesteps) + + alphas = 1.0 - betas + alphas_cumprod = np.cumprod(alphas, axis=0) + alphas_cumprod_prev = np.append(1.0, alphas_cumprod[:-1]) + + self.betas = tf.constant(betas, dtype=tf.float32) + self.alphas_cumprod = tf.constant(alphas_cumprod, dtype=tf.float32) + self.alphas_cumprod_prev = tf.constant(alphas_cumprod_prev, dtype=tf.float32) + + # Calculations for diffusion q(x_t | x_{t-1}) and others + self.sqrt_alphas_cumprod = tf.constant( + np.sqrt(alphas_cumprod), dtype=tf.float32 + ) + + self.sqrt_one_minus_alphas_cumprod = tf.constant( + np.sqrt(1.0 - alphas_cumprod), dtype=tf.float32 + ) + + self.log_one_minus_alphas_cumprod = tf.constant( + np.log(1.0 - alphas_cumprod), dtype=tf.float32 + ) + + self.sqrt_recip_alphas_cumprod = tf.constant( + np.sqrt(1.0 / alphas_cumprod), dtype=tf.float32 + ) + self.sqrt_recipm1_alphas_cumprod = tf.constant( + np.sqrt(1.0 / alphas_cumprod - 1), dtype=tf.float32 + ) + + # Calculations for posterior q(x_{t-1} | x_t, x_0) + posterior_variance = ( + betas * (1.0 - alphas_cumprod_prev) / (1.0 - alphas_cumprod) + ) + self.posterior_variance = tf.constant(posterior_variance, dtype=tf.float32) + + # Log calculation clipped because the posterior variance is 0 at the beginning + # of the diffusion chain + self.posterior_log_variance_clipped = tf.constant( + np.log(np.maximum(posterior_variance, 1e-20)), dtype=tf.float32 + ) + + self.posterior_mean_coef1 = tf.constant( + betas * np.sqrt(alphas_cumprod_prev) / (1.0 - alphas_cumprod), + dtype=tf.float32, + ) + + self.posterior_mean_coef2 = tf.constant( + (1.0 - alphas_cumprod_prev) * np.sqrt(alphas) / (1.0 - alphas_cumprod), + dtype=tf.float32, + ) + + def _extract(self, a, t, x_shape): + """Extract some coefficients at specified timesteps, + then reshape to [batch_size, 1, 1, 1, 1, ...] for broadcasting purposes. + + Args: + a: Tensor to extract from + t: Timestep for which the coefficients are to be extracted + x_shape: Shape of the current batched samples + """ + batch_size = x_shape[0] + out = tf.gather(a, t) + return tf.reshape(out, [batch_size, 1, 1]) + + def q_mean_variance(self, x_start, t): + """Extracts the mean, and the variance at current timestep. + + Args: + x_start: Initial sample (before the first diffusion step) + t: Current timestep + """ + x_start_shape = tf.shape(x_start) + mean = self._extract(self.sqrt_alphas_cumprod, t, x_start_shape) * x_start + variance = self._extract(1.0 - self.alphas_cumprod, t, x_start_shape) + log_variance = self._extract( + self.log_one_minus_alphas_cumprod, t, x_start_shape + ) + return mean, variance, log_variance + + def q_sample(self, x_start, t, noise): + """Diffuse the data. + + Args: + x_start: Initial sample (before the first diffusion step) + t: Current timestep + noise: Gaussian noise to be added at the current timestep + Returns: + Diffused samples at timestep `t` + """ + x_start_shape = tf.shape(x_start) + return ( + self._extract(self.sqrt_alphas_cumprod, t, tf.shape(x_start)) * x_start + + self._extract(self.sqrt_one_minus_alphas_cumprod, t, x_start_shape) + * noise + ) + + def predict_start_from_noise(self, x_t, t, noise): + x_t_shape = tf.shape(x_t) + return ( + self._extract(self.sqrt_recip_alphas_cumprod, t, x_t_shape) * x_t + - self._extract(self.sqrt_recipm1_alphas_cumprod, t, x_t_shape) * noise + ) + + def q_posterior(self, x_start, x_t, t): + """Compute the mean and variance of the diffusion + posterior q(x_{t-1} | x_t, x_0). + + Args: + x_start: Stating point(sample) for the posterior computation + x_t: Sample at timestep `t` + t: Current timestep + Returns: + Posterior mean and variance at current timestep + """ + + x_t_shape = tf.shape(x_t) + posterior_mean = ( + self._extract(self.posterior_mean_coef1, t, x_t_shape) * x_start + + self._extract(self.posterior_mean_coef2, t, x_t_shape) * x_t + ) + posterior_variance = self._extract(self.posterior_variance, t, x_t_shape) + posterior_log_variance_clipped = self._extract( + self.posterior_log_variance_clipped, t, x_t_shape + ) + return posterior_mean, posterior_variance, posterior_log_variance_clipped + + def p_mean_variance(self, pred_noise, x, t, clip_denoised=True): + x_recon = self.predict_start_from_noise(x, t=t, noise=pred_noise) + if clip_denoised: + x_recon = tf.clip_by_value(x_recon, self.clip_min, self.clip_max) + + model_mean, posterior_variance, posterior_log_variance = self.q_posterior( + x_start=x_recon, x_t=x, t=t + ) + return model_mean, posterior_variance, posterior_log_variance + + def p_sample(self, pred_noise, x, t, clip_denoised=True): + """Sample from the diffusion model. + + Args: + pred_noise: Noise predicted by the diffusion model + x: Samples at a given timestep for which the noise was predicted + t: Current timestep + clip_denoised (bool): Whether to clip the predicted noise + within the specified range or not. + """ + model_mean, _, model_log_variance = self.p_mean_variance( + pred_noise, x=x, t=t, clip_denoised=clip_denoised + ) + noise = tf.random.normal(shape=x.shape, dtype=x.dtype) + # No noise when t == 0 + nonzero_mask = tf.reshape( + 1 - tf.cast(tf.equal(t, 0), tf.float32), [tf.shape(x)[0], 1, 1] + ) + return model_mean + nonzero_mask * tf.exp(0.5 * model_log_variance) * noise \ No newline at end of file diff --git a/metrics.py b/metrics.py new file mode 100644 index 0000000..b1a55f9 --- /dev/null +++ b/metrics.py @@ -0,0 +1,164 @@ +import numpy as np +import scipy.linalg +import tensorflow as tf + +def calculate_fid(f1, f2): + mean1, sigma1 = f1.mean(axis=0), np.cov(f1, rowvar=False) + mean2, sigma2 = f2.mean(axis=0), np.cov(f2, rowvar=False) + sum_sq_diff = np.sum((mean1 - mean2)**2) + cov_mean = scipy.linalg.sqrtm(sigma1.dot(sigma2)) + if np.iscomplexobj(cov_mean): + cov_mean = cov_mean.real + fid = sum_sq_diff + np.trace(sigma1 + sigma2 - 2.0*cov_mean) + return fid + +def batch_pairwise_distances(U, V): + """Compute pairwise distances between two batches of feature vectors.""" + # Squared norms of each row in U and V. + norm_u = tf.reduce_sum(tf.square(U), 1) + norm_v = tf.reduce_sum(tf.square(V), 1) + + # norm_u as a column and norm_v as a row vectors. + norm_u = tf.reshape(norm_u, [-1, 1]) + norm_v = tf.reshape(norm_v, [1, -1]) + + # Pairwise squared Euclidean distances. + D = tf.maximum(norm_u - 2*tf.matmul(U, V, False, True) + norm_v, 0.0) + + return D + +class DistanceBlock(): + """Provides multi-GPU support to calculate pairwise distances between two batches of feature vectors.""" + def __init__(self, num_features, num_gpus): + self.num_features = num_features + self.num_gpus = num_gpus + self._distance_block = batch_pairwise_distances + + def pairwise_distances(self, U, V): + """Evaluate pairwise distances between two batches of feature vectors.""" + return self._distance_block(U, V) + +class ManifoldEstimator(): + """Estimates the manifold of given feature vectors.""" + + def __init__(self, distance_block, features, row_batch_size=25000, col_batch_size=50000, + nhood_sizes=[3], clamp_to_percentile=None, eps=1e-5): + """Estimate the manifold of given feature vectors. + + Args: + distance_block: DistanceBlock object that distributes pairwise distance + calculation to multiple GPUs. + features (np.array/tf.Tensor): Matrix of feature vectors to estimate their manifold. + row_batch_size (int): Row batch size to compute pairwise distances + (parameter to trade-off between memory usage and performance). + col_batch_size (int): Column batch size to compute pairwise distances. + nhood_sizes (list): Number of neighbors used to estimate the manifold. + clamp_to_percentile (float): Prune hyperspheres that have radius larger than + the given percentile. + eps (float): Small number for numerical stability. + """ + num_images = features.shape[0] + self.nhood_sizes = nhood_sizes + self.num_nhoods = len(nhood_sizes) + self.eps = eps + self.row_batch_size = row_batch_size + self.col_batch_size = col_batch_size + self._ref_features = features + self._distance_block = distance_block + + # Estimate manifold of features by calculating distances to k-NN of each sample. + self.D = np.zeros([num_images, self.num_nhoods], dtype=np.float32) + distance_batch = np.zeros([row_batch_size, num_images], dtype=np.float32) + seq = np.arange(max(self.nhood_sizes) + 1, dtype=np.int32) + + for begin1 in range(0, num_images, row_batch_size): + end1 = min(begin1 + row_batch_size, num_images) + row_batch = features[begin1:end1] + + for begin2 in range(0, num_images, col_batch_size): + end2 = min(begin2 + col_batch_size, num_images) + col_batch = features[begin2:end2] + + # Compute distances between batches. + distance_batch[0:end1-begin1, begin2:end2] = self._distance_block.pairwise_distances(row_batch, col_batch) + + # Find the k-nearest neighbor from the current batch. + self.D[begin1:end1, :] = np.partition(distance_batch[0:end1-begin1, :], seq, axis=1)[:, self.nhood_sizes] + + if clamp_to_percentile is not None: + max_distances = np.percentile(self.D, clamp_to_percentile, axis=0) + self.D[self.D > max_distances] = 0 + + def evaluate(self, eval_features, return_realism=False, return_neighbors=False): + """Evaluate if new feature vectors are at the manifold.""" + num_eval_images = eval_features.shape[0] + num_ref_images = self.D.shape[0] + distance_batch = np.zeros([self.row_batch_size, num_ref_images], dtype=np.float32) + batch_predictions = np.zeros([num_eval_images, self.num_nhoods], dtype=np.int32) + max_realism_score = np.zeros([num_eval_images,], dtype=np.float32) + nearest_indices = np.zeros([num_eval_images,], dtype=np.int32) + + for begin1 in range(0, num_eval_images, self.row_batch_size): + end1 = min(begin1 + self.row_batch_size, num_eval_images) + feature_batch = eval_features[begin1:end1] + + for begin2 in range(0, num_ref_images, self.col_batch_size): + end2 = min(begin2 + self.col_batch_size, num_ref_images) + ref_batch = self._ref_features[begin2:end2] + + distance_batch[0:end1-begin1, begin2:end2] = self._distance_block.pairwise_distances(feature_batch, ref_batch) + + # From the minibatch of new feature vectors, determine if they are in the estimated manifold. + # If a feature vector is inside a hypersphere of some reference sample, then + # the new sample lies at the estimated manifold. + # The radii of the hyperspheres are determined from distances of neighborhood size k. + samples_in_manifold = distance_batch[0:end1-begin1, :, None] <= self.D + batch_predictions[begin1:end1] = np.any(samples_in_manifold, axis=1).astype(np.int32) + + max_realism_score[begin1:end1] = np.max(self.D[:, 0] / (distance_batch[0:end1-begin1, :] + self.eps), axis=1) + nearest_indices[begin1:end1] = np.argmin(distance_batch[0:end1-begin1, :], axis=1) + + if return_realism and return_neighbors: + return batch_predictions, max_realism_score, nearest_indices + elif return_realism: + return batch_predictions, max_realism_score + elif return_neighbors: + return batch_predictions, nearest_indices + + return batch_predictions + +def knn_precision_recall_features(ref_features, eval_features, nhood_sizes=[3], + row_batch_size=10000, col_batch_size=50000, num_gpus=1): + """Calculates k-NN precision and recall for two sets of feature vectors. + + Args: + ref_features (np.array/tf.Tensor): Feature vectors of reference images. + eval_features (np.array/tf.Tensor): Feature vectors of generated images. + nhood_sizes (list): Number of neighbors used to estimate the manifold. + row_batch_size (int): Row batch size to compute pairwise distances + (parameter to trade-off between memory usage and performance). + col_batch_size (int): Column batch size to compute pairwise distances. + num_gpus (int): Number of GPUs used to evaluate precision and recall. + + Returns: + State (dict): Dict that contains precision and recall calculated from + ref_features and eval_features. + """ + num_features = ref_features.shape[1] + + # Initialize DistanceBlock and ManifoldEstimators. + distance_block = DistanceBlock(num_features, num_gpus) + ref_manifold = ManifoldEstimator(distance_block, ref_features, row_batch_size, col_batch_size, nhood_sizes) + eval_manifold = ManifoldEstimator(distance_block, eval_features, row_batch_size, col_batch_size, nhood_sizes) + + # Precision: How many points from eval_features are in ref_features manifold. + precision = ref_manifold.evaluate(eval_features) + precision = precision.mean(axis=0) + + # Recall: How many points from ref_features are in eval_features manifold. + recall = eval_manifold.evaluate(ref_features) + recall = recall.mean(axis=0) + + return precision, recall + +#---------------------------------------------------------------------------- diff --git a/postproc_utils.py b/postproc_utils.py new file mode 100644 index 0000000..2c76f1a --- /dev/null +++ b/postproc_utils.py @@ -0,0 +1,106 @@ +import numpy as np +import tensorflow as tf +from matplotlib import pyplot as plt + +class PostProcess(): + def __init__(self, test_dataset, diffusion_model): + super().__init__() + self.cycles = np.arange(0, 2560) + 1 + + test_ds = test_dataset.unbatch() + + self.reference_soh = np.array([x for x, _, c in test_ds]) + self.capacity_matrix = np.array([c for x, _, c in test_ds]) + self.N = len(self.reference_soh) + + # Get the model + self.model = diffusion_model + + def gen(self, guide_w=0.0, reps=1): + protos = np.repeat(self.capacity_matrix, reps, axis = 0) + return self.model.generate_samples(protos, guide_w=guide_w) + + def pred(self, guide_w=0.0, reps=1): + refs = tf.image.resize(self.reference_soh[:, :, None, :], [2560, 1]).numpy() + refs = (refs.reshape((self.N, -1)) + 1.0) / 2 * 100 + + samples = self.gen(guide_w, reps=reps) + samples = tf.image.resize(samples[:, :, None, :], [2560, 1]).numpy() + + samples = (samples.reshape((self.N, reps, -1)) + 1.0) / 2 * 100 + + rmse_100 = [] + for i in range(reps): + soh_rmse = self.soh_rmse(refs[:, :100], samples[:, i, :100], 80) + rmse_100.append(soh_rmse) + + rmse_100 = np.array(rmse_100).T + indx = np.argmin(rmse_100, 1) + + preds = [] + for i in range(self.N): + preds.append(samples[i, indx[i]]) + + preds = np.array(preds) + return refs, preds + + def soh_rmse(self, ref, pred, eol): + refc = ref.copy() + refc[refc <= 60] = np.nan + predc = pred.copy() + predc[predc <= eol] = np.nan + + error = refc - predc + soh_rmse = np.sqrt(np.nanmean(error**2, axis = 1)) + return soh_rmse + + def eval_soh(self, refs, preds, eol=80): + soh_rmse = self.soh_rmse(refs, preds, eol) + return soh_rmse.mean() + + def get_rul(self, data, eol=80): + rul_index = np.argmin(data > eol, axis=1) + has_crossing = rul_index != 0 + rul_index = np.where(has_crossing, rul_index, -1) + rul = self.cycles[rul_index] + return rul + + def eval_rul(self, refs, preds, eol = 80): + indx = refs == 0.0 + refs[indx] = None + + rul_ref = self.get_rul(refs, eol=eol) + rul_pred = self.get_rul(preds, eol=eol) + + rul_rmse = np.sqrt(np.mean((rul_ref - rul_pred)**2)) + + return rul_rmse + + def plot_sample(self, ref, pred): + n = int(np.ceil(np.sqrt(ref.shape[0]))) + ref[ref <= 60] = np.nan + pred[pred <= 60] = np.nan + + fig, ax = plt.subplots(n, n, figsize=(n/2, n/2), sharey=True) + for i in range(ref.shape[0]): + axx = ax.flatten()[i] + + axx.plot(self.cycles, ref[i], c='cyan', lw=1.5, label='Reference') + axx.plot(self.cycles, pred[i], c='magenta', lw=1.5, ls = '--', label='Prediction') + + axx.set_ylim(80, 105) + axx.set_xlim(0, self.cycles[max(np.argmin(ref[i]>80), np.argmin(pred[i]>80))] // 500 * 500 + 500) + + axx.set_xticks([]) + axx.grid() + + for i in range(n**2 - ref.shape[0]): + axx = ax.flatten()[-i-1] + axx.set_axis_off() + + for axx in ax[:1, 0]: + axx.set_ylabel('SOH(%)', fontsize=8) + + for axx in ax[-1, :1]: + axx.set_xlabel('Cycle', fontsize=8) + plt.show() diff --git a/readme.md b/readme.md new file mode 100644 index 0000000..b4a42a7 --- /dev/null +++ b/readme.md @@ -0,0 +1,175 @@ + +# DiffBatt: Battery Degradation Prediction and Synthesis with Diffusion Models + +**Introduction** +================ + +Battery degradation remains a critical challenge in the pursuit of green technologies and sustainable energy solutions. Despite significant research efforts, predicting battery capacity loss accurately remains a formidable task due to its complex nature, influenced by both aging and cycling behaviors. To address this challenge, we introduce DiffBatt, a novel general-purpose model for battery degradation prediction and synthesis. + +![](./diffbatt.png) + +**Project Description** +------------------------ + +DiffBatt is a novel general-purpose model for battery degradation prediction and synthesis. It leverages diffusion models with classifier-free guidance and transformer architecture to achieve high expressivity and scalability. DiffBatt operates as a probabilistic model to capture uncertainty in aging behaviors and a generative model to simulate battery degradation. + +**Features** +------------ +* **Classifier-Free Guidance**: DiffBatt uses classifier-free guidance, which combines conditional and unconditional diffusion models, to generate high-quality degradation curves, making it a powerful tool for predicting battery capacity loss. +* **Probabilistic Modeling**: DiffBatt captures uncertainty in aging behaviors, allowing it to provide accurate predictions even in situations with high levels of variability. +* **Generative Modeling**: DiffBatt can simulate battery degradation, enabling the generation of synthetic degradation curves that can be used for enhanced model training and data augmentation. +* **Transformer Architecture**: The model uses transformer architecture for attention-based processing of the input capacity matrix. +* **Superior Generalizability**: DiffBatt demonstrated superior generalizability in the remaining useful life prediction task, outperforming all other models with a mean RMSE of 196 across all datasets. +* **Flexibility as a Foundation Model**: Once trained on large datasets, DiffBatt can serve as a foundation model that can be fine-tuned for specific tasks or domains, making it a versatile tool for various battery degradation prediction and synthesis applications. + +**Model Architecture** +===================== + +The `DiffBatt` model is built using a customized U-Net architecture, which consists of several key components: + + + +**Down-sampling Blocks** + +The down-sampling blocks are a series of encoding layers that progressively reduce the spatial resolution of the input data while increasing its depth. Each down-sampling block consists of two residual blocks with attention and pooling operations. The architecture can be broken down as follows: + +* Two residual blocks: These blocks take the output from the previous layer and perform transformations using `ResidualBlock_Down`. This is followed by a normalization operation using `GroupNormalization`. +* Attention block: If specified, an attention block is applied to the output of the residual blocks. This allows the model to focus on specific features or patterns in the data. +* Down-sampling: The output from the previous layer is down-scaled using `DownSample` to reduce the spatial resolution. + +**Middle Block** + +The middle block serves as an intermediate processing stage between the down-scaling and up-scaling operations. Its architecture consists of two residual blocks with attention. These blocks process the output from the previous layer, applying residual transformations with attention. + +**Up-sampling Blocks** + +The up-sampling blocks are responsible for up-scaling the feature maps and performing refinement operations. Each up-sampling block consists of: + +* Three residual blocks with attention: These blocks process the output from the previous layer, applying residual transformations with attention. +* Up-sampling: The output is up-scaled using `UpSample` to increase the spatial resolution with transposed convolutions. +* Skips and Concatenation: In each up-sampling block, the output from the corresponding down-sampling block is retrieved and concatenated with the current feature map, and then passed through a residual block. + +**Additional Components** + +The model utilizes several other components: + +* `TimeMLP`: Processes time embedding using a multilayer perceptron (MLP). +* `TransformerEncoder`: Embeds the capacity matrix using a transformer encoder. +* `PositionalEncoding1D`: Adds information about cycle life to the diffusion process using positional encoding. + +**Residual Blocks for Down-sampling** + +The `ResidualBlock_Down` function defines a residual block architecture specifically designed for down-scaling operations. Its primary goal is to progressively reduce the spatial resolution of the input data while increasing its depth. Here's a breakdown of its components: + +1. **Normalization and activation**: The input undergoes group normalization followed by application of an activation function. +2. **Convolutional layer**: A convolutional layer with kernel size 3, zero padding and width equal to the specified `width` is applied. +3. **Temporal embedding processing and conditioning**: The temporal embedding ($\mathbf{c}_t$) is processed by applying an activation function followed by a dense layer with output shape `(width,)`. This processed $\mathbf{c}_t$ is then added to the convolutional output $\mathbf{x}$ +$$ +\mathbf{y} = \mathbf{x} + \mathbf{c}_t. +$$ +4. **Normalization and activation**: The resulting output from the concatenation undergoes group normalization, application of an activation function, and another convolutional layer with kernel size 3, zero padding and width equal to the specified `width`. +5. **Shortcut connection creation**: A shortcut connection (residual) is created by adding the output from the last convolutional layer with the residual (input) after it has passed through a convolutional layer with kernel size 1. + +**Residual Blocks for Up-sampling** + +The `ResidualBlock_Up` function defines a residual block architecture specifically designed for up-scaling operations. Its primary goal is to progressively increase the spatial resolution of the input data while decreasing its depth. Here's a breakdown of its components: + +1. **Normalization and activation**: The input undergoes group normalization followed by application of an activation function. +2. **Convolutional layer**: A convolutional layer with kernel size 3, zero padding and width equal to the specified `width` is applied. +3. **Temporal embedding processing**: The temporal embedding ($\mathbf{c}_t$) is processed by applying an activation function followed by a dense layer with output shape `(width,)`. This processed $\mathbf{c}_t$ is then concatenated with the convolutional output using an additive operation (`keras.layers.Add()`). +4. **Capacity-matrix embedding processing**: The capacity-matrix embedding ($\mathbf{c}_q$) is also processed in the same way as the temporal embedding. +5. **Conditioning and normalization**: This step is performed by multiplying the capacity-matrix embedding with the convolutional output $\mathbf{x}$ and adding the time embedding $\mathbf{c}_t$, followed by group normalization and application of an activation function. +$$ +\mathbf{y} = \mathbf{c}_q \times \mathbf{x} + \mathbf{c}_t. +$$ +6. **Normalization and activation**: The resulting output from the previous layer undergoes group normalization and application of an activation function, followed by another convolutional layer with kernel size 3, zero padding and width equal to the specified `width`. +7. **Shortcut connection creation**: A shortcut connection (residual) is created by adding the output from the last convolutional layer with the residual (input) after it has passed through a convolutional layer with kernel size 1. + +The primary differences between these two residual blocks lie in how they are conditioned with temporal and capacity-matrix embeddings. + + + +**Transformer Encoder** +--------------------- + +The TransformerEncoder is a critical component of the `DiffBatt` model, which is used to encode the capacity matrix. This encoder uses a combination of attention mechanisms and dense layers to capture complex relationships between different features in the capacity matrix. + +Here's a detailed breakdown of the TransformerEncoder architecture: + +* **Dense Layer**: The input data is passed through a dense layer with `units` number of neurons. +* **Attention Block**: The output of the dense layer is then passed through an attention block, which selectively updates certain features based on their relevance. This block uses a weighted sum of the input features to compute the attention weights. +* **Global Average Pooling**: The output of the attention block is then passed through a global average pooling layer to reduce the spatial dimensions of the feature maps. +* **Final Dense Layer**: The output of the previous layers is then passed through another dense layer with `units` number of neurons. + +The TransformerEncoder architecture can be represented as follows: + +```text +Transformer Encoder: + +-----------+ + | Dense | + +-----------+ + | + | Attention Block + v + +-----------+-----------+ + | Global Avg Pooling | + +-----------+-----------+ + | + | Final Dense + v + +-----------+ + | Output | + +-----------+ +``` + +This architecture allows the model to capture complex relationships between different features in the capacity matrix, which is essential for making accurate predictions. + +**File and Folder Structure** +============================= + +The project consists of the following files and folders: + +* `unet.py`: This file contains the implementation of the customized DDPM architecture. +* `gaussian_diffusion.py` and `diffusion_model.py`: These files contain the implementations of the Gaussian diffusion process and the diffusion model, respectively. +* `testing.py`: This file contains a script for testing the trained model on a separate test set. +* `trained_models/`: This folder contains pre-trained models for various battery datasets. +* `data/`: This folder contains the pre-processed dataset used for training and testing the models. + +**Getting Started** +=================== + +To get started with the project, follow these steps: + +1. Clone the repository: `git clone https://github.com/***/diffbatt.git` +2. Install required dependencies: `pip install -r requirements.txt` +3. Train the model using the provided script (e.g., `python training.py`) + +**Requirements** +---------------- +* NumPy 1.* +* TensorFlow 2.14.0 + +**Contributing** +---------------- + +We welcome contributions to the project! If you'd like to contribute, please fork the repository and submit a pull request with your changes. + + diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..9d70d69 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,3 @@ +matplotlib +numpy~=1.26 +tensorflow==2.14.0 diff --git a/testing.py b/testing.py new file mode 100644 index 0000000..a107dd4 --- /dev/null +++ b/testing.py @@ -0,0 +1,43 @@ +import tensorflow as tf +from tensorflow import keras +from tensorflow.data import Dataset as tfds +from gaussian_diffusion import GaussianDiffusion +from diffusion_model import DiffusionModel +from postproc_utils import PostProcess + +gpus = tf.config.experimental.list_physical_devices('GPU') +for gpu in gpus: + tf.config.experimental.set_memory_growth(gpu, True) + +tf.config.set_visible_devices(gpus, 'GPU') + +battery_dataset = 'mix' +total_timesteps = 1000 +p_uncond = 0.2 + +mdir = './trained_models/' +network = keras.models.load_model(mdir+f'{battery_dataset}_network') +ema_network = keras.models.load_model(mdir+f'{battery_dataset}_ema_network') + +# Get an instance of the Gaussian Diffusion utilities +gdf_util = GaussianDiffusion(timesteps=total_timesteps) + +# Get the model +model = DiffusionModel( + network=network, + ema_network=ema_network, + gdf_util=gdf_util, + timesteps=total_timesteps, + p_uncond=p_uncond, +) + +train_ds = tfds.load(f'./data/{battery_dataset}_train_ds') +test_ds = tfds.load(f'./data/{battery_dataset}_test_ds') + +post_process = PostProcess(test_ds, model) +refs, preds = post_process.pred(reps=1) +soh_rmse = post_process.eval_soh(refs, preds) +rul_rmse = post_process.eval_rul(refs, preds) + +post_process.plot_sample(refs, preds) +print('RUL RMSE', rul_rmse, 'SOH RMSE', soh_rmse) diff --git a/trained_models/clo_ema_network/fingerprint.pb b/trained_models/clo_ema_network/fingerprint.pb new file mode 100644 index 0000000..f18e1c3 --- /dev/null +++ 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"input", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input"}}2 +ђ root.layer-1"_tf_keras_input_layer*Т{"class_name": "InputLayer", "name": "time_input", "dtype": "int64", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "int64", "sparse": false, "ragged": false, "name": "time_input"}}2 +ф +root.layer_with_weights-0"_tf_keras_layer*­ +{"name": "conv1d_68", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_68", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 2}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 3}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input", 0, 0, {}]]], "shared_object_id": 4, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 1}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 1]}}2 +  root.layer-3"_tf_keras_layer*і{"name": "time_embedding_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "TimeEmbedding", "config": {"name": "time_embedding_1", "trainable": true, "dtype": "float32", "dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +Š root.layer-4"_tf_keras_layer*р{"name": "positional_encoding1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d_68", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +њroot.layer_with_weights-1"_tf_keras_layer*У{"name": "dense_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_86", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding_1", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +„ root.layer-6"_tf_keras_layer*к{"name": "concatenate_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate_13", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d_68", 0, 0, {}], ["positional_encoding1d_1", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +їroot.layer_with_weights-2"_tf_keras_layer*Р{"name": "dense_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_87", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense_86", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer_with_weights-3"_tf_keras_layer*“{"name": "group_normalization_58", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_58", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +З + root.layer-9"_tf_keras_layer*{"name": "tf.nn.gelu_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_79", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ы  root.layer-10"_tf_keras_layer* {"name": "tf.nn.gelu_80", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_80", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_58", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ћ root.layer_with_weights-4"_tf_keras_layer*Ф{"name": "dense_94", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_94", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_79", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё + root.layer_with_weights-5"_tf_keras_layer*К +{"name": "conv1d_70", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_70", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_80", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ц root.layer-13"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_34", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_94", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-14"_tf_keras_layer*И{"name": "add_44", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_44", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_70", 0, 0, {}], ["tf.__operators__.getitem_34", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Рroot.layer_with_weights-6"_tf_keras_layer*‰{"name": "group_normalization_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_59", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_44", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-16"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_81", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_81", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_59", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ё +root.layer_with_weights-7"_tf_keras_layer*К +{"name": "conv1d_71", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_71", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_81", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ѓ +root.layer_with_weights-8"_tf_keras_layer*М +{"name": "conv1d_69", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_69", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +г root.layer-19"_tf_keras_layer*Ј{"name": "add_45", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_45", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_71", 0, 0, {}], ["conv1d_69", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Рroot.layer_with_weights-9"_tf_keras_layer*‰{"name": "group_normalization_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_60", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_45", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +И root.layer-21"_tf_keras_layer*{"name": "tf.nn.gelu_82", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_82", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer-22"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_83", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_83", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_60", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ќroot.layer_with_weights-10"_tf_keras_layer*Ф{"name": "dense_95", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_95", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_82", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +№ +root.layer_with_weights-11"_tf_keras_layer*И +{"name": "conv1d_72", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_72", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_83", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ц root.layer-25"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_35", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_95", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-26"_tf_keras_layer*И{"name": "add_46", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_46", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_72", 0, 0, {}], ["tf.__operators__.getitem_35", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Сroot.layer_with_weights-12"_tf_keras_layer*‰{"name": "group_normalization_61", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_61", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_46", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-28"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_84", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_84", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_61", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђ +root.layer_with_weights-13"_tf_keras_layer*К +{"name": "conv1d_73", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_73", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_84", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +а root.layer-30"_tf_keras_layer*Ѕ{"name": "add_47", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_47", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_73", 0, 0, {}], ["add_45", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +щ + root.layer_with_weights-14"_tf_keras_layer*Б +{"name": "conv1d_74", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_74", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_47", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ф!root.layer_with_weights-15"_tf_keras_layer*Œ{"name": "group_normalization_62", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_62", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_74", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +И" root.layer-33"_tf_keras_layer*{"name": "tf.nn.gelu_85", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_85", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ# root.layer-34"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_86", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_62", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +§$root.layer_with_weights-16"_tf_keras_layer*Х{"name": "dense_96", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_96", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_85", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё +%root.layer_with_weights-17"_tf_keras_layer*Й +{"name": "conv1d_76", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_76", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_86", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ч& root.layer-37"_tf_keras_layer*М{"name": "tf.__operators__.getitem_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_36", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_96", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х' root.layer-38"_tf_keras_layer*К{"name": "add_48", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_48", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_76", 0, 0, {}], ["tf.__operators__.getitem_36", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +У(root.layer_with_weights-18"_tf_keras_layer*‹{"name": "group_normalization_63", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_63", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_48", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ы) root.layer-40"_tf_keras_layer* {"name": "tf.nn.gelu_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_87", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_63", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ѕ +*root.layer_with_weights-19"_tf_keras_layer*Н +{"name": "conv1d_77", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_77", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_87", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ю ++root.layer_with_weights-20"_tf_keras_layer*Ж +{"name": "conv1d_75", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_75", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1d_74", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +е, root.layer-43"_tf_keras_layer*Њ{"name": "add_49", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_49", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_77", 0, 0, {}], ["conv1d_75", 0, 0, {}]]], "shared_object_id": 85, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +У-root.layer_with_weights-21"_tf_keras_layer*‹{"name": "group_normalization_64", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_64", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 86}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 87}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_49", 0, 0, {}]]], "shared_object_id": 88, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 696}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +И. root.layer-45"_tf_keras_layer*{"name": "tf.nn.gelu_88", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_88", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 89, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ы/ root.layer-46"_tf_keras_layer* {"name": "tf.nn.gelu_89", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_89", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_64", 0, 0, {"approximate": false}]], "shared_object_id": 90, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +§0root.layer_with_weights-22"_tf_keras_layer*Х{"name": "dense_97", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_97", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 91}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 92}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_88", 0, 0, {}]]], "shared_object_id": 93, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ѓ +1root.layer_with_weights-23"_tf_keras_layer*Л +{"name": "conv1d_78", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_78", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 94}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 95}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_89", 0, 0, {}]]], "shared_object_id": 96, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ч2 root.layer-49"_tf_keras_layer*М{"name": "tf.__operators__.getitem_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_37", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_97", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 97, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х3 root.layer-50"_tf_keras_layer*К{"name": "add_50", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_50", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_78", 0, 0, {}], ["tf.__operators__.getitem_37", 0, 0, {}]]], "shared_object_id": 98, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Х4root.layer_with_weights-24"_tf_keras_layer*{"name": "group_normalization_65", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_65", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 99}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 100}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_50", 0, 0, {}]]], "shared_object_id": 101, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 699}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ь5 root.layer-52"_tf_keras_layer*Ё{"name": "tf.nn.gelu_90", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_90", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_65", 0, 0, {"approximate": false}]], "shared_object_id": 102, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ј +6root.layer_with_weights-25"_tf_keras_layer*Р +{"name": "conv1d_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_79", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 103}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 104}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_90", 0, 0, {}]]], "shared_object_id": 105, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 700}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +г7 root.layer-54"_tf_keras_layer*Ј{"name": "add_51", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": 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"config": {}, "shared_object_id": 3}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input", 0, 0, {}]]], "shared_object_id": 4, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 1}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 1]}}2 +œ root.layer-3"_tf_keras_layer*ђ{"name": "time_embedding", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "TimeEmbedding", "config": {"name": "time_embedding", "trainable": true, "dtype": "float32", "dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +… root.layer-4"_tf_keras_layer*л{"name": "positional_encoding1d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђroot.layer_with_weights-1"_tf_keras_layer*Л{"name": "dense", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +љ root.layer-6"_tf_keras_layer*Я{"name": "concatenate", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d", 0, 0, {}], ["positional_encoding1d", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ђroot.layer_with_weights-2"_tf_keras_layer*Л{"name": "dense_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Х root.layer_with_weights-3"_tf_keras_layer*Ž{"name": "group_normalization_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_1", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +А + root.layer-9"_tf_keras_layer*†{"name": "tf.nn.gelu", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ш  root.layer-10"_tf_keras_layer*{"name": "tf.nn.gelu_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_1", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_1", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +і root.layer_with_weights-4"_tf_keras_layer*П{"name": "dense_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_8", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю + root.layer_with_weights-5"_tf_keras_layer*З +{"name": "conv1d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_2", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_1", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +п root.layer-13"_tf_keras_layer*Д{"name": "tf.__operators__.getitem", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_8", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +й root.layer-14"_tf_keras_layer*Ў{"name": "add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_2", 0, 0, {}], ["tf.__operators__.getitem", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Лroot.layer_with_weights-6"_tf_keras_layer*„{"name": "group_normalization_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_2", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-16"_tf_keras_layer*œ{"name": "tf.nn.gelu_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_2", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_2", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-7"_tf_keras_layer*З +{"name": "conv1d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_3", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_2", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-8"_tf_keras_layer*З +{"name": "conv1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_1", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +Я root.layer-19"_tf_keras_layer*Є{"name": "add_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_3", 0, 0, {}], ["conv1d_1", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Нroot.layer_with_weights-9"_tf_keras_layer*†{"name": "group_normalization_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_3", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_1", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Е root.layer-21"_tf_keras_layer*Š{"name": "tf.nn.gelu_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_3", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч root.layer-22"_tf_keras_layer*œ{"name": "tf.nn.gelu_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_4", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_3", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +љroot.layer_with_weights-10"_tf_keras_layer*С{"name": "dense_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_9", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_3", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +э +root.layer_with_weights-11"_tf_keras_layer*Е +{"name": "conv1d_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_4", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_4", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +у root.layer-25"_tf_keras_layer*И{"name": "tf.__operators__.getitem_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_1", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_9", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +п root.layer-26"_tf_keras_layer*Д{"name": "add_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_4", 0, 0, {}], ["tf.__operators__.getitem_1", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Оroot.layer_with_weights-12"_tf_keras_layer*†{"name": "group_normalization_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_4", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_2", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-28"_tf_keras_layer*œ{"name": "tf.nn.gelu_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_5", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_4", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +я +root.layer_with_weights-13"_tf_keras_layer*З +{"name": "conv1d_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_5", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_5", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ь root.layer-30"_tf_keras_layer*Ё{"name": "add_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_5", 0, 0, {}], ["add_1", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ц + root.layer_with_weights-14"_tf_keras_layer*Ў +{"name": "conv1d_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_6", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_3", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +С!root.layer_with_weights-15"_tf_keras_layer*‰{"name": "group_normalization_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_5", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +Е" root.layer-33"_tf_keras_layer*Š{"name": "tf.nn.gelu_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_6", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч# root.layer-34"_tf_keras_layer*œ{"name": "tf.nn.gelu_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_7", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_5", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ќ$root.layer_with_weights-16"_tf_keras_layer*Ф{"name": "dense_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_10", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_6", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю +%root.layer_with_weights-17"_tf_keras_layer*Ж +{"name": "conv1d_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_8", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_7", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +х& root.layer-37"_tf_keras_layer*К{"name": "tf.__operators__.getitem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_2", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_10", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +с' root.layer-38"_tf_keras_layer*Ж{"name": "add_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_8", 0, 0, {}], ["tf.__operators__.getitem_2", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Р(root.layer_with_weights-18"_tf_keras_layer*ˆ{"name": "group_normalization_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_6", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_4", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ш) root.layer-40"_tf_keras_layer*{"name": "tf.nn.gelu_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_8", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_6", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ђ +*root.layer_with_weights-19"_tf_keras_layer*К +{"name": "conv1d_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_9", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_8", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ы ++root.layer_with_weights-20"_tf_keras_layer*Г +{"name": "conv1d_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_7", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +б, root.layer-43"_tf_keras_layer*І{"name": "add_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_9", 0, 0, {}], ["conv1d_7", 0, 0, {}]]], "shared_object_id": 85, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 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696}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Е. root.layer-45"_tf_keras_layer*Š{"name": "tf.nn.gelu_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_9", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 89, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ/ root.layer-46"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_10", "trainable": true, 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root.layer_with_weights-33.value"_tf_keras_layer*š{"name": "dense_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_15", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 842}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 843}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 844, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, 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"mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 862}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 863}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 864, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 865}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +кФroot.layer_with_weights-39.proj"_tf_keras_layer*œ{"name": "dense_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_21", "trainable": true, "dtype": "float32", "units": 32, "activation": 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"class_name": "GroupNormalization", "config": {"name": "group_normalization_17", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 870}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 871}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 872, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 873}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +й˜ root.layer_with_weights-47.query"_tf_keras_layer*š{"name": "dense_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, 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root.layer_with_weights-47.value"_tf_keras_layer*š{"name": "dense_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_25", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 882}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 883}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 884, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, 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root.layer_with_weights-59.value"_tf_keras_layer*š{"name": "dense_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_35", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 922}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 923}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 924, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, 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root.layer_with_weights-75.value"_tf_keras_layer*š{"name": "dense_42", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_42", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 962}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 963}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 964, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 965}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +кц root.layer_with_weights-75.proj"_tf_keras_layer*œ{"name": "dense_43", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_43", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 966}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 967}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 968, "input_spec": {"class_name": "InputSpec", 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"TensorShape", "items": [null, 32, 64]}}2 +нЅ  root.layer_with_weights-91.value"_tf_keras_layer*ž{"name": "dense_54", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_54", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1002}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1003}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1004, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, 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"distribution": "uniform", "seed": null}, "shared_object_id": 1018}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1019}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1020, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1021}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +о” !root.layer_with_weights-100.value"_tf_keras_layer*ž{"name": "dense_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_60", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", 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"dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_64", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1034}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1035}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1036, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1037}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +мѓ root.layer_with_weights-108.key"_tf_keras_layer*ž{"name": "dense_65", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_65", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1038}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1039}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1040, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1041}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +оє !root.layer_with_weights-108.value"_tf_keras_layer*ž{"name": "dense_66", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_66", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1042}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1043}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1044, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1045}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +пѕ  root.layer_with_weights-108.proj"_tf_keras_layer* {"name": "dense_67", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_67", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1046}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1047}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": 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"channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 659}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 660}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv1d_132", "inbound_nodes": [[["concatenate_25", 0, 0, {}]]], "shared_object_id": 661}, {"class_name": "Add", "config": {"name": "add_87", "trainable": true, "dtype": "float32"}, "name": "add_87", "inbound_nodes": [[["conv1d_134", 0, 0, {}], ["conv1d_132", 0, 0, {}]]], "shared_object_id": 662}, {"class_name": "GroupNormalization", "config": {"name": "group_normalization_113", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 663}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 664}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "group_normalization_113", "inbound_nodes": [[["add_87", 0, 0, {}]]], "shared_object_id": 665}, {"class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_157", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "name": "tf.nn.gelu_157", "inbound_nodes": [["group_normalization_113", 0, 0, {"approximate": false}]], "shared_object_id": 666}, {"class_name": "Conv1D", "config": {"name": "conv1d_135", "trainable": true, "dtype": "float32", "filters": 1, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 667}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 668}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv1d_135", "inbound_nodes": [[["tf.nn.gelu_157", 0, 0, {}]]], "shared_object_id": 669}], "input_layers": [["input", 0, 0], ["time_input", 0, 0], ["protocol_input", 0, 0], ["mask_input", 0, 0]], "output_layers": [["conv1d_135", 0, 0]]}}}2 +ќ root.layer-0"_tf_keras_input_layer*Ь{"class_name": "InputLayer", "name": "input", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input"}}2 +ђ root.layer-1"_tf_keras_input_layer*Т{"class_name": "InputLayer", "name": "time_input", "dtype": "int64", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "int64", "sparse": false, "ragged": false, "name": "time_input"}}2 +ф +root.layer_with_weights-0"_tf_keras_layer*­ +{"name": "conv1d_68", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_68", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 2}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 3}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input", 0, 0, {}]]], "shared_object_id": 4, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 1}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 1]}}2 +  root.layer-3"_tf_keras_layer*і{"name": "time_embedding_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "TimeEmbedding", "config": {"name": "time_embedding_1", "trainable": true, "dtype": "float32", "dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +Š root.layer-4"_tf_keras_layer*р{"name": "positional_encoding1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d_68", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +њroot.layer_with_weights-1"_tf_keras_layer*У{"name": "dense_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_86", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding_1", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +„ root.layer-6"_tf_keras_layer*к{"name": "concatenate_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate_13", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d_68", 0, 0, {}], ["positional_encoding1d_1", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +їroot.layer_with_weights-2"_tf_keras_layer*Р{"name": "dense_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_87", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense_86", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer_with_weights-3"_tf_keras_layer*“{"name": "group_normalization_58", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_58", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +З + root.layer-9"_tf_keras_layer*{"name": "tf.nn.gelu_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_79", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ы  root.layer-10"_tf_keras_layer* {"name": "tf.nn.gelu_80", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_80", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_58", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ћ root.layer_with_weights-4"_tf_keras_layer*Ф{"name": "dense_94", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_94", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_79", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё + root.layer_with_weights-5"_tf_keras_layer*К +{"name": "conv1d_70", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_70", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_80", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ц root.layer-13"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_34", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_94", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-14"_tf_keras_layer*И{"name": "add_44", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_44", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_70", 0, 0, {}], ["tf.__operators__.getitem_34", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Рroot.layer_with_weights-6"_tf_keras_layer*‰{"name": "group_normalization_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_59", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_44", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-16"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_81", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_81", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_59", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ё +root.layer_with_weights-7"_tf_keras_layer*К +{"name": "conv1d_71", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_71", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_81", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ѓ +root.layer_with_weights-8"_tf_keras_layer*М +{"name": "conv1d_69", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_69", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +г root.layer-19"_tf_keras_layer*Ј{"name": "add_45", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_45", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_71", 0, 0, {}], ["conv1d_69", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Рroot.layer_with_weights-9"_tf_keras_layer*‰{"name": "group_normalization_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_60", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_45", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +И root.layer-21"_tf_keras_layer*{"name": "tf.nn.gelu_82", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_82", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer-22"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_83", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_83", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_60", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ќroot.layer_with_weights-10"_tf_keras_layer*Ф{"name": "dense_95", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_95", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_82", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +№ +root.layer_with_weights-11"_tf_keras_layer*И +{"name": "conv1d_72", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_72", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_83", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ц root.layer-25"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_35", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_95", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-26"_tf_keras_layer*И{"name": "add_46", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_46", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_72", 0, 0, {}], ["tf.__operators__.getitem_35", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Сroot.layer_with_weights-12"_tf_keras_layer*‰{"name": "group_normalization_61", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_61", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_46", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-28"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_84", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_84", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_61", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђ +root.layer_with_weights-13"_tf_keras_layer*К +{"name": "conv1d_73", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_73", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_84", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +а root.layer-30"_tf_keras_layer*Ѕ{"name": "add_47", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_47", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_73", 0, 0, {}], ["add_45", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +щ + root.layer_with_weights-14"_tf_keras_layer*Б +{"name": "conv1d_74", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_74", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_47", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ф!root.layer_with_weights-15"_tf_keras_layer*Œ{"name": "group_normalization_62", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_62", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_74", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +И" root.layer-33"_tf_keras_layer*{"name": "tf.nn.gelu_85", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_85", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ# root.layer-34"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_86", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_62", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +§$root.layer_with_weights-16"_tf_keras_layer*Х{"name": "dense_96", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_96", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_85", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё +%root.layer_with_weights-17"_tf_keras_layer*Й +{"name": "conv1d_76", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_76", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_86", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ч& root.layer-37"_tf_keras_layer*М{"name": "tf.__operators__.getitem_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_36", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_96", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х' root.layer-38"_tf_keras_layer*К{"name": "add_48", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_48", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_76", 0, 0, {}], ["tf.__operators__.getitem_36", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +У(root.layer_with_weights-18"_tf_keras_layer*‹{"name": "group_normalization_63", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_63", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_48", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ы) root.layer-40"_tf_keras_layer* {"name": "tf.nn.gelu_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_87", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_63", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ѕ +*root.layer_with_weights-19"_tf_keras_layer*Н +{"name": "conv1d_77", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_77", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, 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"build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ы/ root.layer-46"_tf_keras_layer* {"name": "tf.nn.gelu_89", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_89", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_64", 0, 0, {"approximate": false}]], "shared_object_id": 90, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +§0root.layer_with_weights-22"_tf_keras_layer*Х{"name": "dense_97", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_97", 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{"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ч2 root.layer-49"_tf_keras_layer*М{"name": "tf.__operators__.getitem_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_37", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_97", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 97, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х3 root.layer-50"_tf_keras_layer*К{"name": "add_50", 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{"class_name": "Add", "config": {"name": "add_43", "trainable": true, "dtype": "float32"}, "name": "add_43", "inbound_nodes": [[["conv1d_66", 0, 0, {}], ["conv1d_64", 0, 0, {}]]], "shared_object_id": 662}, {"class_name": "GroupNormalization", "config": {"name": "group_normalization_56", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 663}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 664}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "group_normalization_56", "inbound_nodes": [[["add_43", 0, 0, {}]]], "shared_object_id": 665}, {"class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_78", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "name": "tf.nn.gelu_78", "inbound_nodes": [["group_normalization_56", 0, 0, {"approximate": false}]], "shared_object_id": 666}, {"class_name": "Conv1D", "config": {"name": "conv1d_67", "trainable": true, "dtype": "float32", "filters": 1, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 667}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 668}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv1d_67", "inbound_nodes": [[["tf.nn.gelu_78", 0, 0, {}]]], "shared_object_id": 669}], "input_layers": [["input", 0, 0], ["time_input", 0, 0], ["protocol_input", 0, 0], ["mask_input", 0, 0]], "output_layers": [["conv1d_67", 0, 0]]}}}2 +ќ root.layer-0"_tf_keras_input_layer*Ь{"class_name": "InputLayer", "name": "input", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input"}}2 +ђ root.layer-1"_tf_keras_input_layer*Т{"class_name": "InputLayer", "name": "time_input", "dtype": "int64", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "int64", "sparse": false, "ragged": false, "name": "time_input"}}2 +о +root.layer_with_weights-0"_tf_keras_layer*Ї +{"name": "conv1d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 2}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 3}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input", 0, 0, {}]]], "shared_object_id": 4, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 1}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 1]}}2 +œ root.layer-3"_tf_keras_layer*ђ{"name": "time_embedding", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "TimeEmbedding", "config": {"name": "time_embedding", "trainable": true, "dtype": "float32", "dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +… root.layer-4"_tf_keras_layer*л{"name": "positional_encoding1d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђroot.layer_with_weights-1"_tf_keras_layer*Л{"name": "dense", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +љ root.layer-6"_tf_keras_layer*Я{"name": "concatenate", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d", 0, 0, {}], ["positional_encoding1d", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ђroot.layer_with_weights-2"_tf_keras_layer*Л{"name": "dense_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Х root.layer_with_weights-3"_tf_keras_layer*Ž{"name": "group_normalization_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_1", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +А + root.layer-9"_tf_keras_layer*†{"name": "tf.nn.gelu", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ш  root.layer-10"_tf_keras_layer*{"name": "tf.nn.gelu_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_1", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_1", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +і root.layer_with_weights-4"_tf_keras_layer*П{"name": "dense_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_8", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю + root.layer_with_weights-5"_tf_keras_layer*З +{"name": "conv1d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_2", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_1", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +п root.layer-13"_tf_keras_layer*Д{"name": "tf.__operators__.getitem", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_8", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +й root.layer-14"_tf_keras_layer*Ў{"name": "add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_2", 0, 0, {}], ["tf.__operators__.getitem", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Лroot.layer_with_weights-6"_tf_keras_layer*„{"name": "group_normalization_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_2", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-16"_tf_keras_layer*œ{"name": "tf.nn.gelu_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_2", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_2", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-7"_tf_keras_layer*З +{"name": "conv1d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_3", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_2", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-8"_tf_keras_layer*З +{"name": "conv1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_1", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +Я root.layer-19"_tf_keras_layer*Є{"name": "add_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_3", 0, 0, {}], ["conv1d_1", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Нroot.layer_with_weights-9"_tf_keras_layer*†{"name": "group_normalization_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_3", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_1", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Е root.layer-21"_tf_keras_layer*Š{"name": "tf.nn.gelu_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_3", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч root.layer-22"_tf_keras_layer*œ{"name": "tf.nn.gelu_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_4", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_3", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +љroot.layer_with_weights-10"_tf_keras_layer*С{"name": "dense_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_9", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_3", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +э +root.layer_with_weights-11"_tf_keras_layer*Е +{"name": "conv1d_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_4", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_4", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +у root.layer-25"_tf_keras_layer*И{"name": "tf.__operators__.getitem_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_1", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_9", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +п root.layer-26"_tf_keras_layer*Д{"name": "add_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_4", 0, 0, {}], ["tf.__operators__.getitem_1", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Оroot.layer_with_weights-12"_tf_keras_layer*†{"name": "group_normalization_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_4", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_2", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-28"_tf_keras_layer*œ{"name": "tf.nn.gelu_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_5", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_4", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +я +root.layer_with_weights-13"_tf_keras_layer*З +{"name": "conv1d_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_5", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_5", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ь root.layer-30"_tf_keras_layer*Ё{"name": "add_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_5", 0, 0, {}], ["add_1", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ц + root.layer_with_weights-14"_tf_keras_layer*Ў +{"name": "conv1d_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_6", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_3", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +С!root.layer_with_weights-15"_tf_keras_layer*‰{"name": "group_normalization_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_5", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +Е" root.layer-33"_tf_keras_layer*Š{"name": "tf.nn.gelu_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_6", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч# root.layer-34"_tf_keras_layer*œ{"name": "tf.nn.gelu_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_7", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_5", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ќ$root.layer_with_weights-16"_tf_keras_layer*Ф{"name": "dense_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_10", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_6", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю +%root.layer_with_weights-17"_tf_keras_layer*Ж +{"name": "conv1d_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_8", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_7", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +х& root.layer-37"_tf_keras_layer*К{"name": "tf.__operators__.getitem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_2", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_10", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +с' root.layer-38"_tf_keras_layer*Ж{"name": "add_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_8", 0, 0, {}], ["tf.__operators__.getitem_2", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Р(root.layer_with_weights-18"_tf_keras_layer*ˆ{"name": "group_normalization_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_6", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_4", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ш) root.layer-40"_tf_keras_layer*{"name": "tf.nn.gelu_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_8", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_6", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ђ +*root.layer_with_weights-19"_tf_keras_layer*К +{"name": "conv1d_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_9", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_8", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ы ++root.layer_with_weights-20"_tf_keras_layer*Г +{"name": "conv1d_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_7", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +б, root.layer-43"_tf_keras_layer*І{"name": "add_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_9", 0, 0, {}], ["conv1d_7", 0, 0, {}]]], "shared_object_id": 85, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +Р-root.layer_with_weights-21"_tf_keras_layer*ˆ{"name": "group_normalization_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_7", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 86}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 87}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_5", 0, 0, {}]]], "shared_object_id": 88, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 696}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Е. root.layer-45"_tf_keras_layer*Š{"name": "tf.nn.gelu_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_9", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 89, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ/ root.layer-46"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_10", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_7", 0, 0, {"approximate": false}]], "shared_object_id": 90, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ќ0root.layer_with_weights-22"_tf_keras_layer*Ф{"name": "dense_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_11", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 91}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 92}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_9", 0, 0, {}]]], "shared_object_id": 93, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ѓ +1root.layer_with_weights-23"_tf_keras_layer*Л +{"name": "conv1d_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_10", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 94}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 95}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_10", 0, 0, {}]]], "shared_object_id": 96, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +х2 root.layer-49"_tf_keras_layer*К{"name": "tf.__operators__.getitem_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_3", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_11", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 97, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +т3 root.layer-50"_tf_keras_layer*З{"name": "add_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_6", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_10", 0, 0, {}], ["tf.__operators__.getitem_3", 0, 0, {}]]], "shared_object_id": 98, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Т4root.layer_with_weights-24"_tf_keras_layer*Š{"name": "group_normalization_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_8", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 99}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 100}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_6", 0, 0, {}]]], "shared_object_id": 101, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 699}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ы5 root.layer-52"_tf_keras_layer* {"name": "tf.nn.gelu_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_11", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_8", 0, 0, {"approximate": false}]], "shared_object_id": 102, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ј +6root.layer_with_weights-25"_tf_keras_layer*Р +{"name": "conv1d_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_11", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 103}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 104}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_11", 0, 0, {}]]], "shared_object_id": 105, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 700}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +а7 root.layer-54"_tf_keras_layer*Ѕ{"name": "add_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_7", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_11", 0, 0, {}], ["add_5", 0, 0, {}]]], "shared_object_id": 106, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +ю +8root.layer_with_weights-26"_tf_keras_layer*Ж +{"name": "conv1d_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_12", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": 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root.layer_with_weights-39.value"_tf_keras_layer*š{"name": "dense_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_20", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 862}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 863}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 864, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, 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"config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 869}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 + —root.layer_with_weights-47.norm"_tf_keras_layer*т{"name": "group_normalization_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_17", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 870}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 871}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 872, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 873}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +й˜ root.layer_with_weights-47.query"_tf_keras_layer*š{"name": "dense_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_23", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 874}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 875}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 876, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 877}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +з™root.layer_with_weights-47.key"_tf_keras_layer*š{"name": "dense_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_24", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 878}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 879}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 880, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 881}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йš root.layer_with_weights-47.value"_tf_keras_layer*š{"name": "dense_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_25", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 882}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 883}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 884, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 885}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +к›root.layer_with_weights-47.proj"_tf_keras_layer*œ{"name": "dense_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_26", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 886}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 887}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 888, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 889}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 + мroot.layer_with_weights-53.norm"_tf_keras_layer*т{"name": "group_normalization_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_20", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 890}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 891}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 892, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 893}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йн root.layer_with_weights-53.query"_tf_keras_layer*š{"name": "dense_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_28", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 894}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 895}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 896, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 897}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +зоroot.layer_with_weights-53.key"_tf_keras_layer*š{"name": "dense_29", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_29", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 898}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 899}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 900, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 901}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йп root.layer_with_weights-53.value"_tf_keras_layer*š{"name": "dense_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_30", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 902}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 903}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 904, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 905}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +крroot.layer_with_weights-53.proj"_tf_keras_layer*œ{"name": "dense_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_31", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 906}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 907}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 908, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 909}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 + Ёroot.layer_with_weights-59.norm"_tf_keras_layer*т{"name": "group_normalization_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_23", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 910}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 911}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 912, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 913}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йЂ root.layer_with_weights-59.query"_tf_keras_layer*š{"name": "dense_33", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_33", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 914}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 915}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 916, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 917}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +зЃroot.layer_with_weights-59.key"_tf_keras_layer*š{"name": "dense_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_34", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 918}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 919}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 920, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 921}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йЄ root.layer_with_weights-59.value"_tf_keras_layer*š{"name": "dense_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_35", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 922}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 923}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 924, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 925}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +кЅroot.layer_with_weights-59.proj"_tf_keras_layer*œ{"name": "dense_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_36", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 926}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 927}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 928, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 929}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +›фroot.layer_with_weights-65.norm"_tf_keras_layer*н{"name": "group_normalization", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 930}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 931}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 932, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 933}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 100, 32]}}2 +их root.layer_with_weights-65.query"_tf_keras_layer*™{"name": "dense_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_3", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 934}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 935}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 936, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 937}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 100, 32]}}2 +жцroot.layer_with_weights-65.key"_tf_keras_layer*™{"name": "dense_4", "trainable": true, "expects_training_arg": false, 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root.layer_with_weights-65.value"_tf_keras_layer*™{"name": "dense_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_5", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 942}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 943}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 944, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 945}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 100, 32]}}2 +йшroot.layer_with_weights-65.proj"_tf_keras_layer*›{"name": "dense_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_6", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 946}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 947}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 948, "input_spec": {"class_name": "InputSpec", 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"config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 962}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 963}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 964, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 965}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +кц root.layer_with_weights-75.proj"_tf_keras_layer*œ{"name": "dense_43", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_43", "trainable": true, "dtype": "float32", 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b/trained_models/cruh_network/variables/variables.data-00000-of-00001 differ diff --git a/trained_models/cruh_network/variables/variables.index b/trained_models/cruh_network/variables/variables.index new file mode 100644 index 0000000..bc57c28 Binary files /dev/null and b/trained_models/cruh_network/variables/variables.index differ diff --git a/trained_models/crush_ema_network/fingerprint.pb b/trained_models/crush_ema_network/fingerprint.pb new file mode 100644 index 0000000..bfbb983 --- /dev/null +++ b/trained_models/crush_ema_network/fingerprint.pb @@ -0,0 +1 @@ +іќу؅ЄŸЃСŒ‘ічаЌCЧбџкјлЅџŠ шџОѕфчЎцс(œыŽЪЭа•Жn2 \ No newline at end of file diff --git a/trained_models/crush_ema_network/keras_metadata.pb b/trained_models/crush_ema_network/keras_metadata.pb new file mode 100644 index 0000000..7871292 --- /dev/null +++ b/trained_models/crush_ema_network/keras_metadata.pb @@ -0,0 +1,572 @@ + +Яшroot"_tf_keras_network*Ќш{"name": "unet", "trainable": true, "expects_training_arg": true, "dtype": 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"ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "int64", "sparse": false, "ragged": false, "name": "time_input"}}2 +ф +root.layer_with_weights-0"_tf_keras_layer*­ +{"name": "conv1d_68", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_68", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": 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"dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +Š root.layer-4"_tf_keras_layer*р{"name": "positional_encoding1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d_68", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +њroot.layer_with_weights-1"_tf_keras_layer*У{"name": "dense_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_86", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding_1", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +„ root.layer-6"_tf_keras_layer*к{"name": "concatenate_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate_13", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d_68", 0, 0, {}], ["positional_encoding1d_1", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +їroot.layer_with_weights-2"_tf_keras_layer*Р{"name": "dense_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_87", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense_86", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer_with_weights-3"_tf_keras_layer*“{"name": "group_normalization_58", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_58", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +З + root.layer-9"_tf_keras_layer*{"name": "tf.nn.gelu_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_79", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ы  root.layer-10"_tf_keras_layer* {"name": "tf.nn.gelu_80", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_80", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_58", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ћ root.layer_with_weights-4"_tf_keras_layer*Ф{"name": "dense_94", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_94", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_79", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё + root.layer_with_weights-5"_tf_keras_layer*К +{"name": "conv1d_70", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_70", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_80", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ц root.layer-13"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_34", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_94", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-14"_tf_keras_layer*И{"name": "add_44", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_44", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_70", 0, 0, {}], ["tf.__operators__.getitem_34", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Рroot.layer_with_weights-6"_tf_keras_layer*‰{"name": "group_normalization_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_59", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_44", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-16"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_81", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_81", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_59", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ё +root.layer_with_weights-7"_tf_keras_layer*К +{"name": "conv1d_71", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_71", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_81", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ѓ +root.layer_with_weights-8"_tf_keras_layer*М +{"name": "conv1d_69", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_69", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +г root.layer-19"_tf_keras_layer*Ј{"name": "add_45", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_45", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_71", 0, 0, {}], ["conv1d_69", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Рroot.layer_with_weights-9"_tf_keras_layer*‰{"name": "group_normalization_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_60", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_45", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +И root.layer-21"_tf_keras_layer*{"name": "tf.nn.gelu_82", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_82", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer-22"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_83", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_83", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_60", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ќroot.layer_with_weights-10"_tf_keras_layer*Ф{"name": "dense_95", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_95", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_82", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +№ +root.layer_with_weights-11"_tf_keras_layer*И +{"name": "conv1d_72", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_72", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_83", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ц root.layer-25"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_35", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_95", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-26"_tf_keras_layer*И{"name": "add_46", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_46", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_72", 0, 0, {}], ["tf.__operators__.getitem_35", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Сroot.layer_with_weights-12"_tf_keras_layer*‰{"name": "group_normalization_61", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_61", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_46", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-28"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_84", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_84", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_61", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђ +root.layer_with_weights-13"_tf_keras_layer*К +{"name": "conv1d_73", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_73", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_84", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +а root.layer-30"_tf_keras_layer*Ѕ{"name": "add_47", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_47", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_73", 0, 0, {}], ["add_45", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +щ + root.layer_with_weights-14"_tf_keras_layer*Б +{"name": "conv1d_74", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_74", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_47", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ф!root.layer_with_weights-15"_tf_keras_layer*Œ{"name": "group_normalization_62", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_62", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_74", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +И" root.layer-33"_tf_keras_layer*{"name": "tf.nn.gelu_85", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_85", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ# root.layer-34"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_86", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_62", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +§$root.layer_with_weights-16"_tf_keras_layer*Х{"name": "dense_96", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_96", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_85", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё +%root.layer_with_weights-17"_tf_keras_layer*Й +{"name": "conv1d_76", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_76", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_86", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ч& root.layer-37"_tf_keras_layer*М{"name": "tf.__operators__.getitem_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_36", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_96", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х' root.layer-38"_tf_keras_layer*К{"name": "add_48", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_48", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_76", 0, 0, {}], ["tf.__operators__.getitem_36", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +У(root.layer_with_weights-18"_tf_keras_layer*‹{"name": "group_normalization_63", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_63", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_48", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ы) root.layer-40"_tf_keras_layer* {"name": "tf.nn.gelu_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_87", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_63", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ѕ +*root.layer_with_weights-19"_tf_keras_layer*Н +{"name": "conv1d_77", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_77", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_87", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ю ++root.layer_with_weights-20"_tf_keras_layer*Ж +{"name": "conv1d_75", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_75", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1d_74", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +е, root.layer-43"_tf_keras_layer*Њ{"name": "add_49", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_49", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_77", 0, 0, {}], ["conv1d_75", 0, 0, {}]]], "shared_object_id": 85, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +У-root.layer_with_weights-21"_tf_keras_layer*‹{"name": "group_normalization_64", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_64", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 86}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 87}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_49", 0, 0, {}]]], "shared_object_id": 88, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 696}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +И. root.layer-45"_tf_keras_layer*{"name": "tf.nn.gelu_88", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_88", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 89, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ы/ root.layer-46"_tf_keras_layer* {"name": "tf.nn.gelu_89", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_89", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_64", 0, 0, {"approximate": false}]], "shared_object_id": 90, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +§0root.layer_with_weights-22"_tf_keras_layer*Х{"name": "dense_97", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_97", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 91}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 92}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_88", 0, 0, {}]]], "shared_object_id": 93, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ѓ +1root.layer_with_weights-23"_tf_keras_layer*Л +{"name": "conv1d_78", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_78", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 94}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 95}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_89", 0, 0, {}]]], "shared_object_id": 96, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ч2 root.layer-49"_tf_keras_layer*М{"name": "tf.__operators__.getitem_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_37", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_97", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 97, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х3 root.layer-50"_tf_keras_layer*К{"name": "add_50", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_50", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_78", 0, 0, {}], ["tf.__operators__.getitem_37", 0, 0, {}]]], "shared_object_id": 98, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Х4root.layer_with_weights-24"_tf_keras_layer*{"name": "group_normalization_65", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_65", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 99}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 100}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_50", 0, 0, {}]]], "shared_object_id": 101, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 699}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ь5 root.layer-52"_tf_keras_layer*Ё{"name": "tf.nn.gelu_90", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_90", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_65", 0, 0, {"approximate": false}]], "shared_object_id": 102, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ј +6root.layer_with_weights-25"_tf_keras_layer*Р +{"name": "conv1d_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_79", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 103}, "bias_initializer": {"class_name": "Zeros", "config": {}, 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root.layer_with_weights-53.query"_tf_keras_layer*œ{"name": "dense_114", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_114", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 894}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 895}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 896, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, 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root.layer_with_weights-83.query"_tf_keras_layer*œ{"name": "dense_132", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_132", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 974}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 975}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 976, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, 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"activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 998}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 999}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1000, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1001}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +пЅ  root.layer_with_weights-91.value"_tf_keras_layer* {"name": "dense_140", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": 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root.layer-0"_tf_keras_input_layer*Ь{"class_name": "InputLayer", "name": "input", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input"}}2 +ђ root.layer-1"_tf_keras_input_layer*Т{"class_name": "InputLayer", "name": "time_input", "dtype": "int64", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "int64", "sparse": false, "ragged": false, "name": "time_input"}}2 +о +root.layer_with_weights-0"_tf_keras_layer*Ї +{"name": "conv1d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, 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1}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 1]}}2 +œ root.layer-3"_tf_keras_layer*ђ{"name": "time_embedding", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "TimeEmbedding", "config": {"name": "time_embedding", "trainable": true, "dtype": "float32", "dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +… root.layer-4"_tf_keras_layer*л{"name": "positional_encoding1d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђroot.layer_with_weights-1"_tf_keras_layer*Л{"name": "dense", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +љ root.layer-6"_tf_keras_layer*Я{"name": "concatenate", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d", 0, 0, {}], ["positional_encoding1d", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ђroot.layer_with_weights-2"_tf_keras_layer*Л{"name": "dense_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Х root.layer_with_weights-3"_tf_keras_layer*Ž{"name": "group_normalization_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_1", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +А + root.layer-9"_tf_keras_layer*†{"name": "tf.nn.gelu", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ш  root.layer-10"_tf_keras_layer*{"name": "tf.nn.gelu_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_1", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_1", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +і root.layer_with_weights-4"_tf_keras_layer*П{"name": "dense_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_8", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю + root.layer_with_weights-5"_tf_keras_layer*З +{"name": "conv1d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_2", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_1", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +п root.layer-13"_tf_keras_layer*Д{"name": "tf.__operators__.getitem", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_8", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +й root.layer-14"_tf_keras_layer*Ў{"name": "add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_2", 0, 0, {}], ["tf.__operators__.getitem", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Лroot.layer_with_weights-6"_tf_keras_layer*„{"name": "group_normalization_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_2", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-16"_tf_keras_layer*œ{"name": "tf.nn.gelu_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_2", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_2", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-7"_tf_keras_layer*З +{"name": "conv1d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_3", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_2", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-8"_tf_keras_layer*З +{"name": "conv1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_1", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +Я root.layer-19"_tf_keras_layer*Є{"name": "add_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_3", 0, 0, {}], ["conv1d_1", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Нroot.layer_with_weights-9"_tf_keras_layer*†{"name": "group_normalization_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_3", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_1", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Е root.layer-21"_tf_keras_layer*Š{"name": "tf.nn.gelu_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_3", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч root.layer-22"_tf_keras_layer*œ{"name": "tf.nn.gelu_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_4", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_3", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +љroot.layer_with_weights-10"_tf_keras_layer*С{"name": "dense_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_9", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_3", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +э +root.layer_with_weights-11"_tf_keras_layer*Е +{"name": "conv1d_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_4", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_4", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +у root.layer-25"_tf_keras_layer*И{"name": "tf.__operators__.getitem_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_1", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_9", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +п root.layer-26"_tf_keras_layer*Д{"name": "add_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_4", 0, 0, {}], ["tf.__operators__.getitem_1", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Оroot.layer_with_weights-12"_tf_keras_layer*†{"name": "group_normalization_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_4", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_2", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-28"_tf_keras_layer*œ{"name": "tf.nn.gelu_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_5", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_4", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +я +root.layer_with_weights-13"_tf_keras_layer*З +{"name": "conv1d_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_5", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_5", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ь root.layer-30"_tf_keras_layer*Ё{"name": "add_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_5", 0, 0, {}], ["add_1", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ц + root.layer_with_weights-14"_tf_keras_layer*Ў +{"name": "conv1d_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_6", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_3", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +С!root.layer_with_weights-15"_tf_keras_layer*‰{"name": "group_normalization_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_5", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +Е" root.layer-33"_tf_keras_layer*Š{"name": "tf.nn.gelu_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_6", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч# root.layer-34"_tf_keras_layer*œ{"name": "tf.nn.gelu_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_7", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_5", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ќ$root.layer_with_weights-16"_tf_keras_layer*Ф{"name": "dense_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_10", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_6", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю +%root.layer_with_weights-17"_tf_keras_layer*Ж +{"name": "conv1d_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_8", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_7", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +х& root.layer-37"_tf_keras_layer*К{"name": "tf.__operators__.getitem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_2", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_10", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +с' root.layer-38"_tf_keras_layer*Ж{"name": "add_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_8", 0, 0, {}], ["tf.__operators__.getitem_2", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Р(root.layer_with_weights-18"_tf_keras_layer*ˆ{"name": "group_normalization_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_6", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_4", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ш) root.layer-40"_tf_keras_layer*{"name": "tf.nn.gelu_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_8", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_6", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ђ +*root.layer_with_weights-19"_tf_keras_layer*К +{"name": "conv1d_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_9", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_8", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ы ++root.layer_with_weights-20"_tf_keras_layer*Г +{"name": "conv1d_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_7", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +б, root.layer-43"_tf_keras_layer*І{"name": "add_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_9", 0, 0, {}], ["conv1d_7", 0, 0, {}]]], "shared_object_id": 85, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +Р-root.layer_with_weights-21"_tf_keras_layer*ˆ{"name": "group_normalization_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_7", "trainable": true, "dtype": "float32", 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"config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 829}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 + ћroot.layer_with_weights-33.norm"_tf_keras_layer*т{"name": "group_normalization_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_11", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 830}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 831}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 832, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 833}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +йќ root.layer_with_weights-33.query"_tf_keras_layer*š{"name": "dense_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_13", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 834}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 835}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 836, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 837}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +з§root.layer_with_weights-33.key"_tf_keras_layer*š{"name": "dense_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_14", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 838}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 839}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 840, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 841}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +йў root.layer_with_weights-33.value"_tf_keras_layer*š{"name": "dense_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_15", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 842}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 843}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 844, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 845}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +кџroot.layer_with_weights-33.proj"_tf_keras_layer*œ{"name": "dense_16", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_16", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 846}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 847}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 848, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 849}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 + Рroot.layer_with_weights-39.norm"_tf_keras_layer*т{"name": "group_normalization_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_14", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 850}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 851}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 852, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 853}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +йС root.layer_with_weights-39.query"_tf_keras_layer*š{"name": "dense_18", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_18", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 854}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 855}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 856, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 857}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +зТroot.layer_with_weights-39.key"_tf_keras_layer*š{"name": "dense_19", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_19", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 858}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 859}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 860, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 861}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +йУ root.layer_with_weights-39.value"_tf_keras_layer*š{"name": "dense_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_20", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 862}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 863}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 864, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 865}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +кФroot.layer_with_weights-39.proj"_tf_keras_layer*œ{"name": "dense_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_21", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 866}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 867}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 868, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 869}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 + —root.layer_with_weights-47.norm"_tf_keras_layer*т{"name": "group_normalization_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_17", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 870}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 871}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 872, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 873}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +й˜ root.layer_with_weights-47.query"_tf_keras_layer*š{"name": "dense_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_23", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 874}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 875}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 876, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 877}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +з™root.layer_with_weights-47.key"_tf_keras_layer*š{"name": "dense_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_24", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 878}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 879}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 880, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 881}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йš root.layer_with_weights-47.value"_tf_keras_layer*š{"name": "dense_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_25", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 882}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 883}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 884, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 885}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +к›root.layer_with_weights-47.proj"_tf_keras_layer*œ{"name": "dense_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_26", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 886}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 887}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 888, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 889}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 + мroot.layer_with_weights-53.norm"_tf_keras_layer*т{"name": "group_normalization_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_20", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 890}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 891}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 892, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 893}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йн root.layer_with_weights-53.query"_tf_keras_layer*š{"name": "dense_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_28", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 894}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 895}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 896, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 897}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +зоroot.layer_with_weights-53.key"_tf_keras_layer*š{"name": "dense_29", "trainable": true, "expects_training_arg": 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root.layer_with_weights-53.value"_tf_keras_layer*š{"name": "dense_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_30", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 902}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 903}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 904, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, 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root.layer_with_weights-65.value"_tf_keras_layer*˜{"name": "dense_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_5", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 942}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 943}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 944, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, 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"uniform", "seed": null}, "shared_object_id": 998}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 999}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1000, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1001}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +нЅ  root.layer_with_weights-91.value"_tf_keras_layer*ž{"name": "dense_54", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_54", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1002}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1003}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1004, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1005}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +оІ root.layer_with_weights-91.proj"_tf_keras_layer* {"name": "dense_55", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_55", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1006}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1007}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1008, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1009}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +Ѕ‘  root.layer_with_weights-100.norm"_tf_keras_layer*ц{"name": "group_normalization_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, 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"batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_58", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1014}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1015}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1016, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1017}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +м“ root.layer_with_weights-100.key"_tf_keras_layer*ž{"name": "dense_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_59", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1018}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1019}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1020, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1021}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +о” !root.layer_with_weights-100.value"_tf_keras_layer*ž{"name": "dense_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_60", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1022}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1023}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1024, "input_spec": {"class_name": 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"shared_object_id": 1034}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1035}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1036, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1037}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +мѓ root.layer_with_weights-108.key"_tf_keras_layer*ž{"name": "dense_65", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_65", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1038}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1039}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1040, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1041}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +оє !root.layer_with_weights-108.value"_tf_keras_layer*ž{"name": "dense_66", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_66", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1042}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1043}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1044, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1045}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +пѕ  root.layer_with_weights-108.proj"_tf_keras_layer* {"name": "dense_67", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_67", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1046}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1047}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1048, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1049}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +Ѕб  root.layer_with_weights-116.norm"_tf_keras_layer*ц{"name": "group_normalization_43", "trainable": true, 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b/trained_models/crush_network/variables/variables.data-00000-of-00001 differ diff --git a/trained_models/crush_network/variables/variables.index b/trained_models/crush_network/variables/variables.index new file mode 100644 index 0000000..be9badb Binary files /dev/null and b/trained_models/crush_network/variables/variables.index differ diff --git a/trained_models/matr_1_ema_network/fingerprint.pb b/trained_models/matr_1_ema_network/fingerprint.pb new file mode 100644 index 0000000..836d67c --- /dev/null +++ b/trained_models/matr_1_ema_network/fingerprint.pb @@ -0,0 +1 @@ +жеЗкткХЅЬйооЉпо‹|ЯуžБХщЋъ‹ џщЧЧ’ˆџЁЧ(№­вБ„хЫЉЃ2 \ No newline at end of file diff --git a/trained_models/matr_1_ema_network/keras_metadata.pb b/trained_models/matr_1_ema_network/keras_metadata.pb new file mode 100644 index 0000000..05f8afc --- /dev/null +++ b/trained_models/matr_1_ema_network/keras_metadata.pb @@ -0,0 +1,572 @@ + +ешroot"_tf_keras_network*Вш{"name": "unet", "trainable": true, "expects_training_arg": 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{"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 659}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 660}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv1d_132", "inbound_nodes": [[["concatenate_25", 0, 0, {}]]], "shared_object_id": 661}, {"class_name": "Add", "config": {"name": "add_87", "trainable": true, "dtype": "float32"}, "name": "add_87", "inbound_nodes": [[["conv1d_134", 0, 0, {}], ["conv1d_132", 0, 0, {}]]], "shared_object_id": 662}, {"class_name": "GroupNormalization", "config": {"name": "group_normalization_113", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 663}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 664}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "group_normalization_113", "inbound_nodes": [[["add_87", 0, 0, {}]]], "shared_object_id": 665}, {"class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_157", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "name": "tf.nn.gelu_157", "inbound_nodes": [["group_normalization_113", 0, 0, {"approximate": false}]], "shared_object_id": 666}, {"class_name": "Conv1D", "config": {"name": "conv1d_135", "trainable": true, "dtype": "float32", "filters": 1, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 667}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 668}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv1d_135", "inbound_nodes": [[["tf.nn.gelu_157", 0, 0, {}]]], "shared_object_id": 669}], "input_layers": [["input", 0, 0], ["time_input", 0, 0], ["protocol_input", 0, 0], ["mask_input", 0, 0]], "output_layers": [["conv1d_135", 0, 0]]}}}2 +ќ root.layer-0"_tf_keras_input_layer*Ь{"class_name": "InputLayer", "name": "input", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input"}}2 +ђ root.layer-1"_tf_keras_input_layer*Т{"class_name": "InputLayer", "name": "time_input", "dtype": "int64", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "int64", "sparse": false, "ragged": false, "name": "time_input"}}2 +ф +root.layer_with_weights-0"_tf_keras_layer*­ +{"name": "conv1d_68", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_68", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 2}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 3}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input", 0, 0, {}]]], "shared_object_id": 4, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 1}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 1]}}2 +  root.layer-3"_tf_keras_layer*і{"name": "time_embedding_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "TimeEmbedding", "config": {"name": "time_embedding_1", "trainable": true, "dtype": "float32", "dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +Š root.layer-4"_tf_keras_layer*р{"name": "positional_encoding1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d_68", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +њroot.layer_with_weights-1"_tf_keras_layer*У{"name": "dense_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_86", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding_1", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +„ root.layer-6"_tf_keras_layer*к{"name": "concatenate_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate_13", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d_68", 0, 0, {}], ["positional_encoding1d_1", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +їroot.layer_with_weights-2"_tf_keras_layer*Р{"name": "dense_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_87", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense_86", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer_with_weights-3"_tf_keras_layer*“{"name": "group_normalization_58", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_58", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +З + root.layer-9"_tf_keras_layer*{"name": "tf.nn.gelu_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_79", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ы  root.layer-10"_tf_keras_layer* {"name": "tf.nn.gelu_80", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_80", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_58", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ћ root.layer_with_weights-4"_tf_keras_layer*Ф{"name": "dense_94", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_94", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_79", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё + root.layer_with_weights-5"_tf_keras_layer*К +{"name": "conv1d_70", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_70", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_80", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ц root.layer-13"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_34", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_94", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-14"_tf_keras_layer*И{"name": "add_44", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_44", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_70", 0, 0, {}], ["tf.__operators__.getitem_34", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Рroot.layer_with_weights-6"_tf_keras_layer*‰{"name": "group_normalization_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_59", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_44", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-16"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_81", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_81", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_59", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ё +root.layer_with_weights-7"_tf_keras_layer*К +{"name": "conv1d_71", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_71", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_81", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ѓ +root.layer_with_weights-8"_tf_keras_layer*М +{"name": "conv1d_69", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_69", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +г root.layer-19"_tf_keras_layer*Ј{"name": "add_45", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_45", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_71", 0, 0, {}], ["conv1d_69", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Рroot.layer_with_weights-9"_tf_keras_layer*‰{"name": "group_normalization_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_60", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_45", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +И root.layer-21"_tf_keras_layer*{"name": "tf.nn.gelu_82", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_82", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer-22"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_83", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_83", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_60", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ќroot.layer_with_weights-10"_tf_keras_layer*Ф{"name": "dense_95", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_95", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_82", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +№ +root.layer_with_weights-11"_tf_keras_layer*И +{"name": "conv1d_72", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_72", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_83", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ц root.layer-25"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_35", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_95", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-26"_tf_keras_layer*И{"name": "add_46", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_46", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_72", 0, 0, {}], ["tf.__operators__.getitem_35", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Сroot.layer_with_weights-12"_tf_keras_layer*‰{"name": "group_normalization_61", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_61", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_46", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-28"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_84", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_84", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_61", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђ +root.layer_with_weights-13"_tf_keras_layer*К +{"name": "conv1d_73", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_73", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_84", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +а root.layer-30"_tf_keras_layer*Ѕ{"name": "add_47", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_47", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_73", 0, 0, {}], ["add_45", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +щ + root.layer_with_weights-14"_tf_keras_layer*Б +{"name": "conv1d_74", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_74", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_47", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ф!root.layer_with_weights-15"_tf_keras_layer*Œ{"name": "group_normalization_62", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_62", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_74", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +И" root.layer-33"_tf_keras_layer*{"name": "tf.nn.gelu_85", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_85", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ# root.layer-34"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_86", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_62", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +§$root.layer_with_weights-16"_tf_keras_layer*Х{"name": "dense_96", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_96", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_85", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё +%root.layer_with_weights-17"_tf_keras_layer*Й +{"name": "conv1d_76", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_76", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_86", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ч& root.layer-37"_tf_keras_layer*М{"name": "tf.__operators__.getitem_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_36", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_96", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х' root.layer-38"_tf_keras_layer*К{"name": "add_48", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_48", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_76", 0, 0, {}], ["tf.__operators__.getitem_36", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +У(root.layer_with_weights-18"_tf_keras_layer*‹{"name": "group_normalization_63", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_63", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_48", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ы) root.layer-40"_tf_keras_layer* {"name": "tf.nn.gelu_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_87", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_63", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ѕ +*root.layer_with_weights-19"_tf_keras_layer*Н +{"name": "conv1d_77", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_77", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_87", 0, 0, {}]]], 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{"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ч2 root.layer-49"_tf_keras_layer*М{"name": "tf.__operators__.getitem_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_37", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_97", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 97, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х3 root.layer-50"_tf_keras_layer*К{"name": "add_50", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, 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root.layer_with_weights-83.query"_tf_keras_layer*œ{"name": "dense_132", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_132", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 974}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 975}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 976, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, 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root.layer_with_weights-100.norm"_tf_keras_layer*ц{"name": "group_normalization_94", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_94", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1010}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1011}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1012, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 1013}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +р’ !root.layer_with_weights-100.query"_tf_keras_layer* {"name": "dense_144", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_144", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1014}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1015}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1016, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, 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"conv1d_67", "trainable": true, "dtype": "float32", "filters": 1, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 667}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 668}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv1d_67", "inbound_nodes": [[["tf.nn.gelu_78", 0, 0, {}]]], "shared_object_id": 669}], "input_layers": [["input", 0, 0], ["time_input", 0, 0], ["protocol_input", 0, 0], ["mask_input", 0, 0]], "output_layers": [["conv1d_67", 0, 0]]}}}2 +ќ root.layer-0"_tf_keras_input_layer*Ь{"class_name": "InputLayer", "name": "input", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input"}}2 +ђ root.layer-1"_tf_keras_input_layer*Т{"class_name": "InputLayer", "name": "time_input", "dtype": "int64", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "int64", "sparse": false, "ragged": false, "name": "time_input"}}2 +о +root.layer_with_weights-0"_tf_keras_layer*Ї +{"name": "conv1d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 2}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 3}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input", 0, 0, {}]]], "shared_object_id": 4, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 1}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 1]}}2 +œ root.layer-3"_tf_keras_layer*ђ{"name": "time_embedding", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "TimeEmbedding", "config": {"name": "time_embedding", "trainable": true, "dtype": "float32", "dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +… root.layer-4"_tf_keras_layer*л{"name": "positional_encoding1d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђroot.layer_with_weights-1"_tf_keras_layer*Л{"name": "dense", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +љ root.layer-6"_tf_keras_layer*Я{"name": "concatenate", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d", 0, 0, {}], ["positional_encoding1d", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ђroot.layer_with_weights-2"_tf_keras_layer*Л{"name": "dense_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Х root.layer_with_weights-3"_tf_keras_layer*Ž{"name": "group_normalization_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_1", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +А + root.layer-9"_tf_keras_layer*†{"name": "tf.nn.gelu", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ш  root.layer-10"_tf_keras_layer*{"name": "tf.nn.gelu_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_1", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_1", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +і root.layer_with_weights-4"_tf_keras_layer*П{"name": "dense_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_8", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю + root.layer_with_weights-5"_tf_keras_layer*З +{"name": "conv1d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_2", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_1", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +п root.layer-13"_tf_keras_layer*Д{"name": "tf.__operators__.getitem", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_8", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +й root.layer-14"_tf_keras_layer*Ў{"name": "add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_2", 0, 0, {}], ["tf.__operators__.getitem", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Лroot.layer_with_weights-6"_tf_keras_layer*„{"name": "group_normalization_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_2", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-16"_tf_keras_layer*œ{"name": "tf.nn.gelu_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_2", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_2", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-7"_tf_keras_layer*З +{"name": "conv1d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_3", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_2", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-8"_tf_keras_layer*З +{"name": "conv1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_1", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +Я root.layer-19"_tf_keras_layer*Є{"name": "add_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_3", 0, 0, {}], ["conv1d_1", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Нroot.layer_with_weights-9"_tf_keras_layer*†{"name": "group_normalization_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_3", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_1", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Е root.layer-21"_tf_keras_layer*Š{"name": "tf.nn.gelu_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_3", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч root.layer-22"_tf_keras_layer*œ{"name": "tf.nn.gelu_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_4", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_3", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +љroot.layer_with_weights-10"_tf_keras_layer*С{"name": "dense_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_9", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_3", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +э +root.layer_with_weights-11"_tf_keras_layer*Е +{"name": "conv1d_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_4", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_4", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +у root.layer-25"_tf_keras_layer*И{"name": "tf.__operators__.getitem_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_1", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_9", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +п root.layer-26"_tf_keras_layer*Д{"name": "add_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_4", 0, 0, {}], ["tf.__operators__.getitem_1", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Оroot.layer_with_weights-12"_tf_keras_layer*†{"name": "group_normalization_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_4", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_2", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-28"_tf_keras_layer*œ{"name": "tf.nn.gelu_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_5", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_4", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +я +root.layer_with_weights-13"_tf_keras_layer*З +{"name": "conv1d_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_5", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_5", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ь root.layer-30"_tf_keras_layer*Ё{"name": "add_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_5", 0, 0, {}], ["add_1", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ц + root.layer_with_weights-14"_tf_keras_layer*Ў +{"name": "conv1d_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_6", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_3", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +С!root.layer_with_weights-15"_tf_keras_layer*‰{"name": "group_normalization_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_5", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +Е" root.layer-33"_tf_keras_layer*Š{"name": "tf.nn.gelu_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_6", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч# root.layer-34"_tf_keras_layer*œ{"name": "tf.nn.gelu_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_7", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_5", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ќ$root.layer_with_weights-16"_tf_keras_layer*Ф{"name": "dense_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_10", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_6", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю +%root.layer_with_weights-17"_tf_keras_layer*Ж +{"name": "conv1d_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_8", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_7", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +х& root.layer-37"_tf_keras_layer*К{"name": "tf.__operators__.getitem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_2", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_10", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +с' root.layer-38"_tf_keras_layer*Ж{"name": "add_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_8", 0, 0, {}], ["tf.__operators__.getitem_2", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Р(root.layer_with_weights-18"_tf_keras_layer*ˆ{"name": "group_normalization_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_6", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_4", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ш) root.layer-40"_tf_keras_layer*{"name": "tf.nn.gelu_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_8", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_6", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ђ +*root.layer_with_weights-19"_tf_keras_layer*К +{"name": "conv1d_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_9", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_8", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ы ++root.layer_with_weights-20"_tf_keras_layer*Г +{"name": "conv1d_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_7", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +б, root.layer-43"_tf_keras_layer*І{"name": "add_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_9", 0, 0, {}], ["conv1d_7", 0, 0, {}]]], "shared_object_id": 85, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +Р-root.layer_with_weights-21"_tf_keras_layer*ˆ{"name": "group_normalization_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_7", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 86}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 87}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_5", 0, 0, {}]]], "shared_object_id": 88, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 696}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Е. root.layer-45"_tf_keras_layer*Š{"name": "tf.nn.gelu_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_9", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 89, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ/ root.layer-46"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_10", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_7", 0, 0, {"approximate": false}]], "shared_object_id": 90, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ќ0root.layer_with_weights-22"_tf_keras_layer*Ф{"name": "dense_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_11", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 91}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 92}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_9", 0, 0, {}]]], "shared_object_id": 93, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ѓ +1root.layer_with_weights-23"_tf_keras_layer*Л +{"name": "conv1d_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_10", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 94}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 95}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_10", 0, 0, {}]]], "shared_object_id": 96, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +х2 root.layer-49"_tf_keras_layer*К{"name": "tf.__operators__.getitem_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_3", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_11", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 97, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +т3 root.layer-50"_tf_keras_layer*З{"name": "add_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_6", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_10", 0, 0, {}], ["tf.__operators__.getitem_3", 0, 0, {}]]], "shared_object_id": 98, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Т4root.layer_with_weights-24"_tf_keras_layer*Š{"name": "group_normalization_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_8", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 99}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 100}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_6", 0, 0, {}]]], "shared_object_id": 101, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 699}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ы5 root.layer-52"_tf_keras_layer* {"name": "tf.nn.gelu_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_11", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_8", 0, 0, {"approximate": false}]], "shared_object_id": 102, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ј +6root.layer_with_weights-25"_tf_keras_layer*Р +{"name": "conv1d_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_11", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 103}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 104}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_11", 0, 0, {}]]], "shared_object_id": 105, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 700}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +а7 root.layer-54"_tf_keras_layer*Ѕ{"name": "add_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_7", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_11", 0, 0, {}], ["add_5", 0, 0, {}]]], "shared_object_id": 106, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +ю +8root.layer_with_weights-26"_tf_keras_layer*Ж +{"name": "conv1d_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_12", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": 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root.layer_with_weights-39.value"_tf_keras_layer*š{"name": "dense_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_20", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 862}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 863}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 864, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, 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"config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 869}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 + —root.layer_with_weights-47.norm"_tf_keras_layer*т{"name": "group_normalization_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_17", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 870}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 871}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 872, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 873}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +й˜ root.layer_with_weights-47.query"_tf_keras_layer*š{"name": "dense_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_23", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 874}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 875}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 876, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 877}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +з™root.layer_with_weights-47.key"_tf_keras_layer*š{"name": "dense_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_24", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 878}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 879}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 880, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 881}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йš root.layer_with_weights-47.value"_tf_keras_layer*š{"name": "dense_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_25", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 882}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 883}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 884, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 885}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +к›root.layer_with_weights-47.proj"_tf_keras_layer*œ{"name": "dense_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_26", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 886}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 887}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 888, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 889}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 + мroot.layer_with_weights-53.norm"_tf_keras_layer*т{"name": "group_normalization_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_20", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 890}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 891}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 892, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 893}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йн root.layer_with_weights-53.query"_tf_keras_layer*š{"name": "dense_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_28", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 894}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 895}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 896, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 897}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +зоroot.layer_with_weights-53.key"_tf_keras_layer*š{"name": "dense_29", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_29", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 898}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 899}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 900, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 901}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йп root.layer_with_weights-53.value"_tf_keras_layer*š{"name": "dense_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_30", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 902}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 903}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 904, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 905}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +крroot.layer_with_weights-53.proj"_tf_keras_layer*œ{"name": "dense_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_31", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 906}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 907}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 908, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 909}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 + Ёroot.layer_with_weights-59.norm"_tf_keras_layer*т{"name": "group_normalization_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_23", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 910}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 911}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 912, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 913}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йЂ root.layer_with_weights-59.query"_tf_keras_layer*š{"name": "dense_33", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_33", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 914}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 915}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 916, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 917}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +зЃroot.layer_with_weights-59.key"_tf_keras_layer*š{"name": "dense_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_34", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 918}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 919}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 920, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 921}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йЄ root.layer_with_weights-59.value"_tf_keras_layer*š{"name": "dense_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_35", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 922}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 923}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 924, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 925}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +кЅroot.layer_with_weights-59.proj"_tf_keras_layer*œ{"name": "dense_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_36", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 926}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 927}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 928, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 929}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +›фroot.layer_with_weights-65.norm"_tf_keras_layer*н{"name": "group_normalization", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 930}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 931}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 932, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 933}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 100, 32]}}2 +их root.layer_with_weights-65.query"_tf_keras_layer*™{"name": "dense_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_3", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 934}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 935}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 936, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 937}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 100, 32]}}2 +жцroot.layer_with_weights-65.key"_tf_keras_layer*™{"name": "dense_4", "trainable": true, "expects_training_arg": false, 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root.layer_with_weights-65.value"_tf_keras_layer*™{"name": "dense_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_5", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 942}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 943}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 944, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 945}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 100, 32]}}2 +йшroot.layer_with_weights-65.proj"_tf_keras_layer*›{"name": "dense_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_6", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 946}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 947}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 948, "input_spec": {"class_name": "InputSpec", 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"config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 962}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 963}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 964, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 965}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +кц root.layer_with_weights-75.proj"_tf_keras_layer*œ{"name": "dense_43", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_43", "trainable": true, "dtype": "float32", 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b/trained_models/matr_1_network/variables/variables.data-00000-of-00001 differ diff --git a/trained_models/matr_1_network/variables/variables.index b/trained_models/matr_1_network/variables/variables.index new file mode 100644 index 0000000..22e7b0e Binary files /dev/null and b/trained_models/matr_1_network/variables/variables.index differ diff --git a/trained_models/matr_2_ema_network/fingerprint.pb b/trained_models/matr_2_ema_network/fingerprint.pb new file mode 100644 index 0000000..66cee88 --- /dev/null +++ b/trained_models/matr_2_ema_network/fingerprint.pb @@ -0,0 +1 @@ +і˜ќ•–щЬЈЬйооЉпо‹|ЯуžБХщЋъ‹ џщЧЧ’ˆџЁЧ(ѕЮНŽї˜‰СE2 \ No newline at end of file diff --git a/trained_models/matr_2_ema_network/keras_metadata.pb b/trained_models/matr_2_ema_network/keras_metadata.pb new file mode 100644 index 0000000..05f8afc --- /dev/null +++ b/trained_models/matr_2_ema_network/keras_metadata.pb @@ -0,0 +1,572 @@ + +ешroot"_tf_keras_network*Вш{"name": "unet", "trainable": true, 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"ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "int64", "sparse": false, "ragged": false, "name": "time_input"}}2 +ф +root.layer_with_weights-0"_tf_keras_layer*­ +{"name": "conv1d_68", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_68", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": 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"dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +Š root.layer-4"_tf_keras_layer*р{"name": "positional_encoding1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d_68", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +њroot.layer_with_weights-1"_tf_keras_layer*У{"name": "dense_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_86", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding_1", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +„ root.layer-6"_tf_keras_layer*к{"name": "concatenate_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate_13", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d_68", 0, 0, {}], ["positional_encoding1d_1", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +їroot.layer_with_weights-2"_tf_keras_layer*Р{"name": "dense_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_87", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense_86", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer_with_weights-3"_tf_keras_layer*“{"name": "group_normalization_58", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_58", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +З + root.layer-9"_tf_keras_layer*{"name": "tf.nn.gelu_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_79", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ы  root.layer-10"_tf_keras_layer* {"name": "tf.nn.gelu_80", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_80", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_58", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ћ root.layer_with_weights-4"_tf_keras_layer*Ф{"name": "dense_94", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_94", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_79", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё + root.layer_with_weights-5"_tf_keras_layer*К +{"name": "conv1d_70", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_70", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_80", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ц root.layer-13"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_34", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_94", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-14"_tf_keras_layer*И{"name": "add_44", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_44", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_70", 0, 0, {}], ["tf.__operators__.getitem_34", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Рroot.layer_with_weights-6"_tf_keras_layer*‰{"name": "group_normalization_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_59", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_44", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-16"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_81", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_81", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_59", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ё +root.layer_with_weights-7"_tf_keras_layer*К +{"name": "conv1d_71", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_71", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_81", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ѓ +root.layer_with_weights-8"_tf_keras_layer*М +{"name": "conv1d_69", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_69", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +г root.layer-19"_tf_keras_layer*Ј{"name": "add_45", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_45", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_71", 0, 0, {}], ["conv1d_69", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Рroot.layer_with_weights-9"_tf_keras_layer*‰{"name": "group_normalization_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_60", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_45", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +И root.layer-21"_tf_keras_layer*{"name": "tf.nn.gelu_82", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_82", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer-22"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_83", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_83", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_60", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ќroot.layer_with_weights-10"_tf_keras_layer*Ф{"name": "dense_95", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_95", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_82", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +№ +root.layer_with_weights-11"_tf_keras_layer*И +{"name": "conv1d_72", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_72", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_83", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ц root.layer-25"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_35", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_95", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-26"_tf_keras_layer*И{"name": "add_46", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_46", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_72", 0, 0, {}], ["tf.__operators__.getitem_35", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Сroot.layer_with_weights-12"_tf_keras_layer*‰{"name": "group_normalization_61", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_61", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_46", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-28"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_84", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_84", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_61", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђ +root.layer_with_weights-13"_tf_keras_layer*К +{"name": "conv1d_73", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_73", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_84", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +а root.layer-30"_tf_keras_layer*Ѕ{"name": "add_47", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_47", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_73", 0, 0, {}], ["add_45", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +щ + root.layer_with_weights-14"_tf_keras_layer*Б +{"name": "conv1d_74", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_74", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_47", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ф!root.layer_with_weights-15"_tf_keras_layer*Œ{"name": "group_normalization_62", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_62", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_74", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +И" root.layer-33"_tf_keras_layer*{"name": "tf.nn.gelu_85", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_85", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ# root.layer-34"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_86", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_62", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +§$root.layer_with_weights-16"_tf_keras_layer*Х{"name": "dense_96", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_96", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_85", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё +%root.layer_with_weights-17"_tf_keras_layer*Й +{"name": "conv1d_76", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_76", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_86", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ч& root.layer-37"_tf_keras_layer*М{"name": "tf.__operators__.getitem_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_36", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_96", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х' root.layer-38"_tf_keras_layer*К{"name": "add_48", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_48", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_76", 0, 0, {}], ["tf.__operators__.getitem_36", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +У(root.layer_with_weights-18"_tf_keras_layer*‹{"name": "group_normalization_63", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_63", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_48", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ы) root.layer-40"_tf_keras_layer* {"name": "tf.nn.gelu_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_87", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_63", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ѕ +*root.layer_with_weights-19"_tf_keras_layer*Н +{"name": "conv1d_77", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_77", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_87", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ю ++root.layer_with_weights-20"_tf_keras_layer*Ж +{"name": "conv1d_75", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_75", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1d_74", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +е, root.layer-43"_tf_keras_layer*Њ{"name": "add_49", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_49", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_77", 0, 0, {}], ["conv1d_75", 0, 0, {}]]], "shared_object_id": 85, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +У-root.layer_with_weights-21"_tf_keras_layer*‹{"name": "group_normalization_64", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_64", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 86}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 87}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_49", 0, 0, {}]]], "shared_object_id": 88, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 696}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +И. root.layer-45"_tf_keras_layer*{"name": "tf.nn.gelu_88", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_88", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 89, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ы/ root.layer-46"_tf_keras_layer* {"name": "tf.nn.gelu_89", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_89", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_64", 0, 0, {"approximate": false}]], "shared_object_id": 90, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +§0root.layer_with_weights-22"_tf_keras_layer*Х{"name": "dense_97", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_97", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 91}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 92}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_88", 0, 0, {}]]], "shared_object_id": 93, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ѓ +1root.layer_with_weights-23"_tf_keras_layer*Л +{"name": "conv1d_78", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_78", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 94}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 95}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_89", 0, 0, {}]]], "shared_object_id": 96, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ч2 root.layer-49"_tf_keras_layer*М{"name": "tf.__operators__.getitem_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_37", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_97", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 97, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х3 root.layer-50"_tf_keras_layer*К{"name": "add_50", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_50", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_78", 0, 0, {}], ["tf.__operators__.getitem_37", 0, 0, {}]]], "shared_object_id": 98, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Х4root.layer_with_weights-24"_tf_keras_layer*{"name": "group_normalization_65", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_65", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 99}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 100}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_50", 0, 0, {}]]], "shared_object_id": 101, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 699}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ь5 root.layer-52"_tf_keras_layer*Ё{"name": "tf.nn.gelu_90", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_90", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_65", 0, 0, {"approximate": false}]], "shared_object_id": 102, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ј +6root.layer_with_weights-25"_tf_keras_layer*Р +{"name": "conv1d_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_79", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 103}, "bias_initializer": {"class_name": "Zeros", "config": {}, 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root.layer_with_weights-53.query"_tf_keras_layer*œ{"name": "dense_114", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_114", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 894}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 895}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 896, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, 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root.layer-0"_tf_keras_input_layer*Ь{"class_name": "InputLayer", "name": "input", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input"}}2 +ђ root.layer-1"_tf_keras_input_layer*Т{"class_name": "InputLayer", "name": "time_input", "dtype": "int64", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "int64", "sparse": false, "ragged": false, "name": "time_input"}}2 +о +root.layer_with_weights-0"_tf_keras_layer*Ї +{"name": "conv1d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, 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1}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 1]}}2 +œ root.layer-3"_tf_keras_layer*ђ{"name": "time_embedding", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "TimeEmbedding", "config": {"name": "time_embedding", "trainable": true, "dtype": "float32", "dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +… root.layer-4"_tf_keras_layer*л{"name": "positional_encoding1d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђroot.layer_with_weights-1"_tf_keras_layer*Л{"name": "dense", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +љ root.layer-6"_tf_keras_layer*Я{"name": "concatenate", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d", 0, 0, {}], ["positional_encoding1d", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ђroot.layer_with_weights-2"_tf_keras_layer*Л{"name": "dense_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Х root.layer_with_weights-3"_tf_keras_layer*Ž{"name": "group_normalization_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_1", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +А + root.layer-9"_tf_keras_layer*†{"name": "tf.nn.gelu", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ш  root.layer-10"_tf_keras_layer*{"name": "tf.nn.gelu_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_1", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_1", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +і root.layer_with_weights-4"_tf_keras_layer*П{"name": "dense_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_8", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю + root.layer_with_weights-5"_tf_keras_layer*З +{"name": "conv1d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_2", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_1", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +п root.layer-13"_tf_keras_layer*Д{"name": "tf.__operators__.getitem", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_8", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +й root.layer-14"_tf_keras_layer*Ў{"name": "add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_2", 0, 0, {}], ["tf.__operators__.getitem", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Лroot.layer_with_weights-6"_tf_keras_layer*„{"name": "group_normalization_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_2", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-16"_tf_keras_layer*œ{"name": "tf.nn.gelu_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_2", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_2", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-7"_tf_keras_layer*З +{"name": "conv1d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_3", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_2", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-8"_tf_keras_layer*З +{"name": "conv1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_1", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +Я root.layer-19"_tf_keras_layer*Є{"name": "add_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_3", 0, 0, {}], ["conv1d_1", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Нroot.layer_with_weights-9"_tf_keras_layer*†{"name": "group_normalization_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_3", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_1", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Е root.layer-21"_tf_keras_layer*Š{"name": "tf.nn.gelu_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_3", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч root.layer-22"_tf_keras_layer*œ{"name": "tf.nn.gelu_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_4", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_3", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +љroot.layer_with_weights-10"_tf_keras_layer*С{"name": "dense_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_9", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_3", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +э +root.layer_with_weights-11"_tf_keras_layer*Е +{"name": "conv1d_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_4", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_4", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +у root.layer-25"_tf_keras_layer*И{"name": "tf.__operators__.getitem_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_1", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_9", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +п root.layer-26"_tf_keras_layer*Д{"name": "add_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_4", 0, 0, {}], ["tf.__operators__.getitem_1", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Оroot.layer_with_weights-12"_tf_keras_layer*†{"name": "group_normalization_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_4", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_2", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-28"_tf_keras_layer*œ{"name": "tf.nn.gelu_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_5", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_4", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +я +root.layer_with_weights-13"_tf_keras_layer*З +{"name": "conv1d_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_5", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_5", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ь root.layer-30"_tf_keras_layer*Ё{"name": "add_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_5", 0, 0, {}], ["add_1", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ц + root.layer_with_weights-14"_tf_keras_layer*Ў +{"name": "conv1d_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_6", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_3", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +С!root.layer_with_weights-15"_tf_keras_layer*‰{"name": "group_normalization_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_5", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +Е" root.layer-33"_tf_keras_layer*Š{"name": "tf.nn.gelu_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_6", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч# root.layer-34"_tf_keras_layer*œ{"name": "tf.nn.gelu_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_7", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_5", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ќ$root.layer_with_weights-16"_tf_keras_layer*Ф{"name": "dense_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_10", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_6", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю +%root.layer_with_weights-17"_tf_keras_layer*Ж +{"name": "conv1d_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_8", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_7", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +х& root.layer-37"_tf_keras_layer*К{"name": "tf.__operators__.getitem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_2", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_10", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +с' root.layer-38"_tf_keras_layer*Ж{"name": "add_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_8", 0, 0, {}], ["tf.__operators__.getitem_2", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Р(root.layer_with_weights-18"_tf_keras_layer*ˆ{"name": "group_normalization_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_6", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_4", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ш) root.layer-40"_tf_keras_layer*{"name": "tf.nn.gelu_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_8", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_6", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ђ +*root.layer_with_weights-19"_tf_keras_layer*К +{"name": "conv1d_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_9", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_8", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ы ++root.layer_with_weights-20"_tf_keras_layer*Г +{"name": "conv1d_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_7", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +б, root.layer-43"_tf_keras_layer*І{"name": "add_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_9", 0, 0, {}], ["conv1d_7", 0, 0, {}]]], "shared_object_id": 85, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +Р-root.layer_with_weights-21"_tf_keras_layer*ˆ{"name": "group_normalization_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_7", "trainable": true, "dtype": "float32", 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"config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 829}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 + ћroot.layer_with_weights-33.norm"_tf_keras_layer*т{"name": "group_normalization_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_11", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 830}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 831}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 832, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 833}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +йќ root.layer_with_weights-33.query"_tf_keras_layer*š{"name": "dense_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_13", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 834}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 835}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 836, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 837}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +з§root.layer_with_weights-33.key"_tf_keras_layer*š{"name": "dense_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_14", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 838}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 839}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 840, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 841}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +йў root.layer_with_weights-33.value"_tf_keras_layer*š{"name": "dense_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_15", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 842}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 843}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 844, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 845}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +кџroot.layer_with_weights-33.proj"_tf_keras_layer*œ{"name": "dense_16", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_16", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 846}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 847}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 848, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 849}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 + Рroot.layer_with_weights-39.norm"_tf_keras_layer*т{"name": "group_normalization_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_14", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 850}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 851}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 852, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 853}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +йС root.layer_with_weights-39.query"_tf_keras_layer*š{"name": "dense_18", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_18", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 854}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 855}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 856, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 857}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +зТroot.layer_with_weights-39.key"_tf_keras_layer*š{"name": "dense_19", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_19", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 858}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 859}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 860, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 861}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +йУ root.layer_with_weights-39.value"_tf_keras_layer*š{"name": "dense_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_20", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 862}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 863}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 864, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 865}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +кФroot.layer_with_weights-39.proj"_tf_keras_layer*œ{"name": "dense_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_21", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 866}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 867}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 868, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 869}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 + —root.layer_with_weights-47.norm"_tf_keras_layer*т{"name": "group_normalization_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_17", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 870}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 871}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 872, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 873}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +й˜ root.layer_with_weights-47.query"_tf_keras_layer*š{"name": "dense_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_23", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 874}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 875}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 876, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 877}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +з™root.layer_with_weights-47.key"_tf_keras_layer*š{"name": "dense_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_24", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 878}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 879}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 880, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 881}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йš root.layer_with_weights-47.value"_tf_keras_layer*š{"name": "dense_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_25", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 882}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 883}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 884, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 885}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +к›root.layer_with_weights-47.proj"_tf_keras_layer*œ{"name": "dense_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_26", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 886}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 887}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 888, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 889}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 + мroot.layer_with_weights-53.norm"_tf_keras_layer*т{"name": "group_normalization_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_20", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 890}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 891}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 892, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 893}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йн root.layer_with_weights-53.query"_tf_keras_layer*š{"name": "dense_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_28", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 894}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 895}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 896, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 897}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +зоroot.layer_with_weights-53.key"_tf_keras_layer*š{"name": "dense_29", "trainable": true, "expects_training_arg": 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root.layer_with_weights-53.value"_tf_keras_layer*š{"name": "dense_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_30", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 902}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 903}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 904, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, 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"uniform", "seed": null}, "shared_object_id": 998}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 999}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1000, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1001}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +нЅ  root.layer_with_weights-91.value"_tf_keras_layer*ž{"name": "dense_54", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_54", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1002}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1003}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1004, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1005}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +оІ root.layer_with_weights-91.proj"_tf_keras_layer* {"name": "dense_55", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_55", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1006}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1007}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1008, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1009}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +Ѕ‘  root.layer_with_weights-100.norm"_tf_keras_layer*ц{"name": "group_normalization_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, 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"batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_58", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1014}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1015}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1016, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1017}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +м“ root.layer_with_weights-100.key"_tf_keras_layer*ž{"name": "dense_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_59", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1018}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1019}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1020, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1021}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +о” !root.layer_with_weights-100.value"_tf_keras_layer*ž{"name": "dense_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_60", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1022}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1023}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1024, "input_spec": {"class_name": 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"shared_object_id": 1034}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1035}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1036, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1037}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +мѓ root.layer_with_weights-108.key"_tf_keras_layer*ž{"name": "dense_65", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_65", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1038}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1039}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1040, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1041}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +оє !root.layer_with_weights-108.value"_tf_keras_layer*ž{"name": "dense_66", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_66", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1042}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1043}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1044, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1045}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +пѕ  root.layer_with_weights-108.proj"_tf_keras_layer* {"name": "dense_67", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_67", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1046}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1047}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1048, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1049}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +Ѕб  root.layer_with_weights-116.norm"_tf_keras_layer*ц{"name": "group_normalization_43", "trainable": true, 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{"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 659}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 660}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv1d_132", "inbound_nodes": [[["concatenate_25", 0, 0, {}]]], "shared_object_id": 661}, {"class_name": "Add", "config": {"name": "add_87", "trainable": true, "dtype": "float32"}, "name": "add_87", "inbound_nodes": [[["conv1d_134", 0, 0, {}], ["conv1d_132", 0, 0, {}]]], "shared_object_id": 662}, {"class_name": "GroupNormalization", "config": {"name": "group_normalization_113", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 663}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 664}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "group_normalization_113", "inbound_nodes": [[["add_87", 0, 0, {}]]], "shared_object_id": 665}, {"class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_157", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "name": "tf.nn.gelu_157", "inbound_nodes": [["group_normalization_113", 0, 0, {"approximate": false}]], "shared_object_id": 666}, {"class_name": "Conv1D", "config": {"name": "conv1d_135", "trainable": true, "dtype": "float32", "filters": 1, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 667}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 668}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv1d_135", "inbound_nodes": [[["tf.nn.gelu_157", 0, 0, {}]]], "shared_object_id": 669}], "input_layers": [["input", 0, 0], ["time_input", 0, 0], ["protocol_input", 0, 0], ["mask_input", 0, 0]], "output_layers": [["conv1d_135", 0, 0]]}}}2 +ќ root.layer-0"_tf_keras_input_layer*Ь{"class_name": "InputLayer", "name": "input", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input"}}2 +ђ root.layer-1"_tf_keras_input_layer*Т{"class_name": "InputLayer", "name": "time_input", "dtype": "int64", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "int64", "sparse": false, "ragged": false, "name": "time_input"}}2 +ф +root.layer_with_weights-0"_tf_keras_layer*­ +{"name": "conv1d_68", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_68", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 2}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 3}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input", 0, 0, {}]]], "shared_object_id": 4, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 1}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 1]}}2 +  root.layer-3"_tf_keras_layer*і{"name": "time_embedding_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "TimeEmbedding", "config": {"name": "time_embedding_1", "trainable": true, "dtype": "float32", "dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +Š root.layer-4"_tf_keras_layer*р{"name": "positional_encoding1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d_68", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +њroot.layer_with_weights-1"_tf_keras_layer*У{"name": "dense_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_86", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding_1", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +„ root.layer-6"_tf_keras_layer*к{"name": "concatenate_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate_13", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d_68", 0, 0, {}], ["positional_encoding1d_1", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +їroot.layer_with_weights-2"_tf_keras_layer*Р{"name": "dense_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_87", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense_86", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer_with_weights-3"_tf_keras_layer*“{"name": "group_normalization_58", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_58", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +З + root.layer-9"_tf_keras_layer*{"name": "tf.nn.gelu_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_79", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ы  root.layer-10"_tf_keras_layer* {"name": "tf.nn.gelu_80", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_80", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_58", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ћ root.layer_with_weights-4"_tf_keras_layer*Ф{"name": "dense_94", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_94", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_79", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё + root.layer_with_weights-5"_tf_keras_layer*К +{"name": "conv1d_70", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_70", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_80", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ц root.layer-13"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_34", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_94", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-14"_tf_keras_layer*И{"name": "add_44", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_44", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_70", 0, 0, {}], ["tf.__operators__.getitem_34", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Рroot.layer_with_weights-6"_tf_keras_layer*‰{"name": "group_normalization_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_59", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_44", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-16"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_81", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_81", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_59", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ё +root.layer_with_weights-7"_tf_keras_layer*К +{"name": "conv1d_71", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_71", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_81", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ѓ +root.layer_with_weights-8"_tf_keras_layer*М +{"name": "conv1d_69", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_69", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +г root.layer-19"_tf_keras_layer*Ј{"name": "add_45", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_45", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_71", 0, 0, {}], ["conv1d_69", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Рroot.layer_with_weights-9"_tf_keras_layer*‰{"name": "group_normalization_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_60", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_45", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +И root.layer-21"_tf_keras_layer*{"name": "tf.nn.gelu_82", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_82", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer-22"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_83", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_83", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_60", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ќroot.layer_with_weights-10"_tf_keras_layer*Ф{"name": "dense_95", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_95", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_82", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +№ +root.layer_with_weights-11"_tf_keras_layer*И +{"name": "conv1d_72", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_72", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_83", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ц root.layer-25"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_35", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_95", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-26"_tf_keras_layer*И{"name": "add_46", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_46", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_72", 0, 0, {}], ["tf.__operators__.getitem_35", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Сroot.layer_with_weights-12"_tf_keras_layer*‰{"name": "group_normalization_61", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_61", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_46", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-28"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_84", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_84", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_61", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђ +root.layer_with_weights-13"_tf_keras_layer*К +{"name": "conv1d_73", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_73", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_84", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +а root.layer-30"_tf_keras_layer*Ѕ{"name": "add_47", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_47", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_73", 0, 0, {}], ["add_45", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +щ + root.layer_with_weights-14"_tf_keras_layer*Б +{"name": "conv1d_74", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_74", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_47", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ф!root.layer_with_weights-15"_tf_keras_layer*Œ{"name": "group_normalization_62", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_62", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_74", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +И" root.layer-33"_tf_keras_layer*{"name": "tf.nn.gelu_85", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_85", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ# root.layer-34"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_86", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_62", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +§$root.layer_with_weights-16"_tf_keras_layer*Х{"name": "dense_96", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_96", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_85", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё +%root.layer_with_weights-17"_tf_keras_layer*Й +{"name": "conv1d_76", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_76", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_86", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ч& root.layer-37"_tf_keras_layer*М{"name": "tf.__operators__.getitem_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_36", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_96", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х' root.layer-38"_tf_keras_layer*К{"name": "add_48", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_48", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_76", 0, 0, {}], ["tf.__operators__.getitem_36", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +У(root.layer_with_weights-18"_tf_keras_layer*‹{"name": "group_normalization_63", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_63", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_48", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ы) root.layer-40"_tf_keras_layer* {"name": "tf.nn.gelu_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_87", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_63", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ѕ +*root.layer_with_weights-19"_tf_keras_layer*Н +{"name": "conv1d_77", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_77", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_87", 0, 0, {}]]], 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{"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ч2 root.layer-49"_tf_keras_layer*М{"name": "tf.__operators__.getitem_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_37", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_97", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 97, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х3 root.layer-50"_tf_keras_layer*К{"name": "add_50", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, 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root.layer_with_weights-83.query"_tf_keras_layer*œ{"name": "dense_132", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_132", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 974}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 975}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 976, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, 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root.layer_with_weights-100.norm"_tf_keras_layer*ц{"name": "group_normalization_94", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_94", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1010}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1011}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1012, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 1013}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +р’ !root.layer_with_weights-100.query"_tf_keras_layer* {"name": "dense_144", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_144", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1014}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1015}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1016, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, 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"conv1d_67", "trainable": true, "dtype": "float32", "filters": 1, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 667}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 668}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv1d_67", "inbound_nodes": [[["tf.nn.gelu_78", 0, 0, {}]]], "shared_object_id": 669}], "input_layers": [["input", 0, 0], ["time_input", 0, 0], ["protocol_input", 0, 0], ["mask_input", 0, 0]], "output_layers": [["conv1d_67", 0, 0]]}}}2 +ќ root.layer-0"_tf_keras_input_layer*Ь{"class_name": "InputLayer", "name": "input", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input"}}2 +ђ root.layer-1"_tf_keras_input_layer*Т{"class_name": "InputLayer", "name": "time_input", "dtype": "int64", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "int64", "sparse": false, "ragged": false, "name": "time_input"}}2 +о +root.layer_with_weights-0"_tf_keras_layer*Ї +{"name": "conv1d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 2}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 3}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input", 0, 0, {}]]], "shared_object_id": 4, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 1}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 1]}}2 +œ root.layer-3"_tf_keras_layer*ђ{"name": "time_embedding", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "TimeEmbedding", "config": {"name": "time_embedding", "trainable": true, "dtype": "float32", "dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +… root.layer-4"_tf_keras_layer*л{"name": "positional_encoding1d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђroot.layer_with_weights-1"_tf_keras_layer*Л{"name": "dense", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +љ root.layer-6"_tf_keras_layer*Я{"name": "concatenate", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d", 0, 0, {}], ["positional_encoding1d", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ђroot.layer_with_weights-2"_tf_keras_layer*Л{"name": "dense_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Х root.layer_with_weights-3"_tf_keras_layer*Ž{"name": "group_normalization_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_1", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +А + root.layer-9"_tf_keras_layer*†{"name": "tf.nn.gelu", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ш  root.layer-10"_tf_keras_layer*{"name": "tf.nn.gelu_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_1", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_1", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +і root.layer_with_weights-4"_tf_keras_layer*П{"name": "dense_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_8", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю + root.layer_with_weights-5"_tf_keras_layer*З +{"name": "conv1d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_2", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_1", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +п root.layer-13"_tf_keras_layer*Д{"name": "tf.__operators__.getitem", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_8", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +й root.layer-14"_tf_keras_layer*Ў{"name": "add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_2", 0, 0, {}], ["tf.__operators__.getitem", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Лroot.layer_with_weights-6"_tf_keras_layer*„{"name": "group_normalization_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_2", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-16"_tf_keras_layer*œ{"name": "tf.nn.gelu_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_2", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_2", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-7"_tf_keras_layer*З +{"name": "conv1d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_3", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_2", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-8"_tf_keras_layer*З +{"name": "conv1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_1", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +Я root.layer-19"_tf_keras_layer*Є{"name": "add_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_3", 0, 0, {}], ["conv1d_1", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Нroot.layer_with_weights-9"_tf_keras_layer*†{"name": "group_normalization_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_3", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_1", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Е root.layer-21"_tf_keras_layer*Š{"name": "tf.nn.gelu_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_3", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч root.layer-22"_tf_keras_layer*œ{"name": "tf.nn.gelu_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_4", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_3", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +љroot.layer_with_weights-10"_tf_keras_layer*С{"name": "dense_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_9", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_3", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +э +root.layer_with_weights-11"_tf_keras_layer*Е +{"name": "conv1d_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_4", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_4", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +у root.layer-25"_tf_keras_layer*И{"name": "tf.__operators__.getitem_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_1", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_9", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +п root.layer-26"_tf_keras_layer*Д{"name": "add_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_4", 0, 0, {}], ["tf.__operators__.getitem_1", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Оroot.layer_with_weights-12"_tf_keras_layer*†{"name": "group_normalization_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_4", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_2", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-28"_tf_keras_layer*œ{"name": "tf.nn.gelu_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_5", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_4", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +я +root.layer_with_weights-13"_tf_keras_layer*З +{"name": "conv1d_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_5", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_5", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ь root.layer-30"_tf_keras_layer*Ё{"name": "add_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_5", 0, 0, {}], ["add_1", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ц + root.layer_with_weights-14"_tf_keras_layer*Ў +{"name": "conv1d_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_6", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_3", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +С!root.layer_with_weights-15"_tf_keras_layer*‰{"name": "group_normalization_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_5", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +Е" root.layer-33"_tf_keras_layer*Š{"name": "tf.nn.gelu_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_6", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч# root.layer-34"_tf_keras_layer*œ{"name": "tf.nn.gelu_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_7", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_5", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ќ$root.layer_with_weights-16"_tf_keras_layer*Ф{"name": "dense_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_10", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_6", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю +%root.layer_with_weights-17"_tf_keras_layer*Ж +{"name": "conv1d_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_8", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_7", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +х& root.layer-37"_tf_keras_layer*К{"name": "tf.__operators__.getitem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_2", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_10", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +с' root.layer-38"_tf_keras_layer*Ж{"name": "add_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_8", 0, 0, {}], ["tf.__operators__.getitem_2", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Р(root.layer_with_weights-18"_tf_keras_layer*ˆ{"name": "group_normalization_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_6", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_4", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ш) root.layer-40"_tf_keras_layer*{"name": "tf.nn.gelu_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_8", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_6", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ђ +*root.layer_with_weights-19"_tf_keras_layer*К +{"name": "conv1d_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_9", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_8", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ы ++root.layer_with_weights-20"_tf_keras_layer*Г +{"name": "conv1d_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_7", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +б, root.layer-43"_tf_keras_layer*І{"name": "add_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_9", 0, 0, {}], ["conv1d_7", 0, 0, {}]]], "shared_object_id": 85, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +Р-root.layer_with_weights-21"_tf_keras_layer*ˆ{"name": "group_normalization_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_7", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 86}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 87}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_5", 0, 0, {}]]], "shared_object_id": 88, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 696}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Е. root.layer-45"_tf_keras_layer*Š{"name": "tf.nn.gelu_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_9", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 89, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ/ root.layer-46"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_10", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_7", 0, 0, {"approximate": false}]], "shared_object_id": 90, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ќ0root.layer_with_weights-22"_tf_keras_layer*Ф{"name": "dense_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_11", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 91}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 92}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_9", 0, 0, {}]]], "shared_object_id": 93, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ѓ +1root.layer_with_weights-23"_tf_keras_layer*Л +{"name": "conv1d_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_10", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 94}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 95}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_10", 0, 0, {}]]], "shared_object_id": 96, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +х2 root.layer-49"_tf_keras_layer*К{"name": "tf.__operators__.getitem_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_3", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_11", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 97, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +т3 root.layer-50"_tf_keras_layer*З{"name": "add_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_6", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_10", 0, 0, {}], ["tf.__operators__.getitem_3", 0, 0, {}]]], "shared_object_id": 98, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Т4root.layer_with_weights-24"_tf_keras_layer*Š{"name": "group_normalization_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_8", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 99}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 100}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_6", 0, 0, {}]]], "shared_object_id": 101, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 699}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ы5 root.layer-52"_tf_keras_layer* {"name": "tf.nn.gelu_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_11", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_8", 0, 0, {"approximate": false}]], "shared_object_id": 102, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ј +6root.layer_with_weights-25"_tf_keras_layer*Р +{"name": "conv1d_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_11", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 103}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 104}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_11", 0, 0, {}]]], "shared_object_id": 105, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 700}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +а7 root.layer-54"_tf_keras_layer*Ѕ{"name": "add_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_7", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_11", 0, 0, {}], ["add_5", 0, 0, {}]]], "shared_object_id": 106, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +ю +8root.layer_with_weights-26"_tf_keras_layer*Ж +{"name": "conv1d_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_12", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": 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root.layer_with_weights-39.value"_tf_keras_layer*š{"name": "dense_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_20", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 862}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 863}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 864, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, 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"config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 869}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 + —root.layer_with_weights-47.norm"_tf_keras_layer*т{"name": "group_normalization_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_17", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 870}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 871}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 872, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 873}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +й˜ root.layer_with_weights-47.query"_tf_keras_layer*š{"name": "dense_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_23", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 874}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 875}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 876, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 877}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +з™root.layer_with_weights-47.key"_tf_keras_layer*š{"name": "dense_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_24", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 878}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 879}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 880, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 881}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йš root.layer_with_weights-47.value"_tf_keras_layer*š{"name": "dense_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_25", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 882}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 883}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 884, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 885}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +к›root.layer_with_weights-47.proj"_tf_keras_layer*œ{"name": "dense_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_26", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 886}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 887}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 888, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 889}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 + мroot.layer_with_weights-53.norm"_tf_keras_layer*т{"name": "group_normalization_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_20", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 890}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 891}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 892, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 893}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йн root.layer_with_weights-53.query"_tf_keras_layer*š{"name": "dense_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_28", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 894}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 895}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 896, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 897}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +зоroot.layer_with_weights-53.key"_tf_keras_layer*š{"name": "dense_29", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_29", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 898}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 899}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 900, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 901}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йп root.layer_with_weights-53.value"_tf_keras_layer*š{"name": "dense_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_30", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 902}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 903}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 904, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 905}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +крroot.layer_with_weights-53.proj"_tf_keras_layer*œ{"name": "dense_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_31", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 906}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 907}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 908, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 909}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 + Ёroot.layer_with_weights-59.norm"_tf_keras_layer*т{"name": "group_normalization_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_23", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 910}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 911}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 912, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 913}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йЂ root.layer_with_weights-59.query"_tf_keras_layer*š{"name": "dense_33", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_33", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 914}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 915}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 916, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 917}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +зЃroot.layer_with_weights-59.key"_tf_keras_layer*š{"name": "dense_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_34", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 918}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 919}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 920, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 921}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йЄ root.layer_with_weights-59.value"_tf_keras_layer*š{"name": "dense_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_35", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 922}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 923}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 924, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 925}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +кЅroot.layer_with_weights-59.proj"_tf_keras_layer*œ{"name": "dense_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_36", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 926}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 927}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 928, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 929}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +›фroot.layer_with_weights-65.norm"_tf_keras_layer*н{"name": "group_normalization", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 930}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 931}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 932, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 933}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 100, 32]}}2 +их root.layer_with_weights-65.query"_tf_keras_layer*™{"name": "dense_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_3", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 934}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 935}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 936, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 937}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 100, 32]}}2 +жцroot.layer_with_weights-65.key"_tf_keras_layer*™{"name": "dense_4", "trainable": true, "expects_training_arg": false, 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root.layer_with_weights-65.value"_tf_keras_layer*™{"name": "dense_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_5", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 942}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 943}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 944, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 945}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 100, 32]}}2 +йшroot.layer_with_weights-65.proj"_tf_keras_layer*›{"name": "dense_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_6", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 946}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 947}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 948, "input_spec": {"class_name": "InputSpec", 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"config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 962}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 963}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 964, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 965}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +кц root.layer_with_weights-75.proj"_tf_keras_layer*œ{"name": "dense_43", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_43", "trainable": true, "dtype": "float32", 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"groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 656}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 657}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv1d_134", "inbound_nodes": [[["tf.nn.gelu_156", 0, 0, {}]]], "shared_object_id": 658}, {"class_name": "Conv1D", "config": {"name": "conv1d_132", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": 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"shared_object_id": 667}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 668}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv1d_135", "inbound_nodes": [[["tf.nn.gelu_157", 0, 0, {}]]], "shared_object_id": 669}], "input_layers": [["input", 0, 0], ["time_input", 0, 0], ["protocol_input", 0, 0], ["mask_input", 0, 0]], "output_layers": [["conv1d_135", 0, 0]]}}}2 +ќ root.layer-0"_tf_keras_input_layer*Ь{"class_name": "InputLayer", "name": "input", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 256, 1]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input"}}2 +ђ root.layer-1"_tf_keras_input_layer*Т{"class_name": "InputLayer", "name": "time_input", "dtype": "int64", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "int64", "sparse": false, "ragged": false, "name": "time_input"}}2 +ф +root.layer_with_weights-0"_tf_keras_layer*­ +{"name": "conv1d_68", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_68", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [7]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 2}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 3}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input", 0, 0, {}]]], "shared_object_id": 4, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 1}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 1]}}2 +  root.layer-3"_tf_keras_layer*і{"name": "time_embedding_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "TimeEmbedding", "config": {"name": "time_embedding_1", "trainable": true, "dtype": "float32", "dim": 32}, "inbound_nodes": [[["time_input", 0, 0, {}]]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null]}}2 +Š root.layer-4"_tf_keras_layer*р{"name": "positional_encoding1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "PositionalEncoding1D", "config": {"dtype": "float32", "channels": 8}, "inbound_nodes": [[["conv1d_68", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +њroot.layer_with_weights-1"_tf_keras_layer*У{"name": "dense_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_86", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding_1", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +„ root.layer-6"_tf_keras_layer*к{"name": "concatenate_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate_13", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d_68", 0, 0, {}], ["positional_encoding1d_1", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +їroot.layer_with_weights-2"_tf_keras_layer*Р{"name": "dense_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_87", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense_86", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer_with_weights-3"_tf_keras_layer*“{"name": "group_normalization_58", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_58", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +З + root.layer-9"_tf_keras_layer*{"name": "tf.nn.gelu_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_79", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ы  root.layer-10"_tf_keras_layer* {"name": "tf.nn.gelu_80", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_80", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_58", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ћ root.layer_with_weights-4"_tf_keras_layer*Ф{"name": "dense_94", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_94", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_79", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё + root.layer_with_weights-5"_tf_keras_layer*К +{"name": "conv1d_70", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_70", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_80", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +ц root.layer-13"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_34", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_94", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-14"_tf_keras_layer*И{"name": "add_44", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_44", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_70", 0, 0, {}], ["tf.__operators__.getitem_34", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Рroot.layer_with_weights-6"_tf_keras_layer*‰{"name": "group_normalization_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_59", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_44", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-16"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_81", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_81", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_59", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ё +root.layer_with_weights-7"_tf_keras_layer*К +{"name": "conv1d_71", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_71", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_81", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ѓ +root.layer_with_weights-8"_tf_keras_layer*М +{"name": "conv1d_69", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_69", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_13", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +г root.layer-19"_tf_keras_layer*Ј{"name": "add_45", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_45", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_71", 0, 0, {}], ["conv1d_69", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Рroot.layer_with_weights-9"_tf_keras_layer*‰{"name": "group_normalization_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_60", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_45", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +И root.layer-21"_tf_keras_layer*{"name": "tf.nn.gelu_82", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_82", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ root.layer-22"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_83", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_83", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_60", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ќroot.layer_with_weights-10"_tf_keras_layer*Ф{"name": "dense_95", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_95", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_82", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +№ +root.layer_with_weights-11"_tf_keras_layer*И +{"name": "conv1d_72", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_72", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_83", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ц root.layer-25"_tf_keras_layer*Л{"name": "tf.__operators__.getitem_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_35", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_95", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +у root.layer-26"_tf_keras_layer*И{"name": "add_46", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_46", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_72", 0, 0, {}], ["tf.__operators__.getitem_35", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Сroot.layer_with_weights-12"_tf_keras_layer*‰{"name": "group_normalization_61", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_61", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_46", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ъ root.layer-28"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_84", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_84", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_61", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђ +root.layer_with_weights-13"_tf_keras_layer*К +{"name": "conv1d_73", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_73", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_84", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +а root.layer-30"_tf_keras_layer*Ѕ{"name": "add_47", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_47", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_73", 0, 0, {}], ["add_45", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +щ + root.layer_with_weights-14"_tf_keras_layer*Б +{"name": "conv1d_74", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_74", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_47", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ф!root.layer_with_weights-15"_tf_keras_layer*Œ{"name": "group_normalization_62", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_62", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_74", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +И" root.layer-33"_tf_keras_layer*{"name": "tf.nn.gelu_85", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_85", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ# root.layer-34"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_86", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_62", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +§$root.layer_with_weights-16"_tf_keras_layer*Х{"name": "dense_96", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_96", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_85", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ё +%root.layer_with_weights-17"_tf_keras_layer*Й +{"name": "conv1d_76", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_76", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_86", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ч& root.layer-37"_tf_keras_layer*М{"name": "tf.__operators__.getitem_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_36", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_96", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х' root.layer-38"_tf_keras_layer*К{"name": "add_48", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_48", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_76", 0, 0, {}], ["tf.__operators__.getitem_36", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +У(root.layer_with_weights-18"_tf_keras_layer*‹{"name": "group_normalization_63", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_63", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_48", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ы) root.layer-40"_tf_keras_layer* {"name": "tf.nn.gelu_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_87", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_63", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ѕ +*root.layer_with_weights-19"_tf_keras_layer*Н +{"name": "conv1d_77", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_77", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_87", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ю ++root.layer_with_weights-20"_tf_keras_layer*Ж +{"name": "conv1d_75", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_75", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1d_74", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +е, root.layer-43"_tf_keras_layer*Њ{"name": "add_49", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_49", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_77", 0, 0, {}], ["conv1d_75", 0, 0, {}]]], "shared_object_id": 85, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +У-root.layer_with_weights-21"_tf_keras_layer*‹{"name": "group_normalization_64", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_64", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 86}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 87}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_49", 0, 0, {}]]], "shared_object_id": 88, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 696}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +И. root.layer-45"_tf_keras_layer*{"name": "tf.nn.gelu_88", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_88", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_87", 0, 0, {"approximate": false}]], "shared_object_id": 89, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ы/ root.layer-46"_tf_keras_layer* {"name": "tf.nn.gelu_89", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_89", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_64", 0, 0, {"approximate": false}]], "shared_object_id": 90, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +§0root.layer_with_weights-22"_tf_keras_layer*Х{"name": "dense_97", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_97", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 91}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 92}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_88", 0, 0, {}]]], "shared_object_id": 93, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ѓ +1root.layer_with_weights-23"_tf_keras_layer*Л +{"name": "conv1d_78", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_78", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 94}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 95}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_89", 0, 0, {}]]], "shared_object_id": 96, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ч2 root.layer-49"_tf_keras_layer*М{"name": "tf.__operators__.getitem_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_37", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_97", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 97, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +х3 root.layer-50"_tf_keras_layer*К{"name": "add_50", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_50", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_78", 0, 0, {}], ["tf.__operators__.getitem_37", 0, 0, {}]]], "shared_object_id": 98, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Х4root.layer_with_weights-24"_tf_keras_layer*{"name": "group_normalization_65", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_65", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 99}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 100}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_50", 0, 0, {}]]], "shared_object_id": 101, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 699}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ь5 root.layer-52"_tf_keras_layer*Ё{"name": "tf.nn.gelu_90", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_90", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_65", 0, 0, {"approximate": false}]], "shared_object_id": 102, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ј +6root.layer_with_weights-25"_tf_keras_layer*Р +{"name": "conv1d_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_79", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 103}, "bias_initializer": {"class_name": "Zeros", "config": {}, 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"items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +я +8root.layer_with_weights-26"_tf_keras_layer*З +{"name": "conv1d_80", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_80", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 107}, "bias_initializer": {"class_name": "Zeros", "config": {}, 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root.layer_with_weights-53.query"_tf_keras_layer*œ{"name": "dense_114", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_114", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 894}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 895}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 896, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, 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{"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 954}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 955}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 956, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 957}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йф root.layer_with_weights-75.key"_tf_keras_layer*œ{"name": "dense_127", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_127", "trainable": true, "dtype": "float32", "units": 64, 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"stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_129", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 966}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 967}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 968, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 969}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 + Т +root.layer_with_weights-83.norm"_tf_keras_layer*т{"name": 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root.layer_with_weights-83.query"_tf_keras_layer*œ{"name": "dense_132", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_132", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 974}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 975}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 976, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, 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{"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 994}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 995}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 996, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 997}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +лЄ root.layer_with_weights-91.key"_tf_keras_layer*ž{"name": "dense_139", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_139", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 998}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 999}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1000, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1001}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +пЅ  root.layer_with_weights-91.value"_tf_keras_layer* {"name": "dense_140", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_140", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1002}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1003}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1004, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1005}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +рІ root.layer_with_weights-91.proj"_tf_keras_layer*Ђ{"name": "dense_141", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_141", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1006}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1007}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1008, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1009}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +Ѕ‘  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{"class_name": "TensorShape", "items": [null, 64, 32]}}2 +р’ !root.layer_with_weights-100.query"_tf_keras_layer* {"name": "dense_144", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_144", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1014}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1015}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1016, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, 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"channels": 8}, "inbound_nodes": [[["conv1d", 0, 0, {}]]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ђroot.layer_with_weights-1"_tf_keras_layer*Л{"name": "dense", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "units": 32, "activation": "gelu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["time_embedding", 0, 0, {}]]], "shared_object_id": 9, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +љ root.layer-6"_tf_keras_layer*Я{"name": "concatenate", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["conv1d", 0, 0, {}], ["positional_encoding1d", 0, 0, {}]]], "shared_object_id": 10, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ђroot.layer_with_weights-2"_tf_keras_layer*Л{"name": "dense_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Х root.layer_with_weights-3"_tf_keras_layer*Ž{"name": "group_normalization_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_1", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 15}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +А + root.layer-9"_tf_keras_layer*†{"name": "tf.nn.gelu", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ш  root.layer-10"_tf_keras_layer*{"name": "tf.nn.gelu_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_1", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_1", 0, 0, {"approximate": false}]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +і root.layer_with_weights-4"_tf_keras_layer*П{"name": "dense_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_8", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю + root.layer_with_weights-5"_tf_keras_layer*З +{"name": "conv1d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_2", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_1", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +п root.layer-13"_tf_keras_layer*Д{"name": "tf.__operators__.getitem", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_8", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +й root.layer-14"_tf_keras_layer*Ў{"name": "add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_2", 0, 0, {}], ["tf.__operators__.getitem", 0, 0, {}]]], "shared_object_id": 26, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Лroot.layer_with_weights-6"_tf_keras_layer*„{"name": "group_normalization_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_2", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-16"_tf_keras_layer*œ{"name": "tf.nn.gelu_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_2", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_2", 0, 0, {"approximate": false}]], "shared_object_id": 30, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-7"_tf_keras_layer*З +{"name": "conv1d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_3", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 31}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_2", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +ю +root.layer_with_weights-8"_tf_keras_layer*З +{"name": "conv1d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_1", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 34}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 35}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 16]}}2 +Я root.layer-19"_tf_keras_layer*Є{"name": "add_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_3", 0, 0, {}], ["conv1d_1", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +Нroot.layer_with_weights-9"_tf_keras_layer*†{"name": "group_normalization_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_3", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_1", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Е root.layer-21"_tf_keras_layer*Š{"name": "tf.nn.gelu_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_3", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 41, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч root.layer-22"_tf_keras_layer*œ{"name": "tf.nn.gelu_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_4", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_3", 0, 0, {"approximate": false}]], "shared_object_id": 42, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +љroot.layer_with_weights-10"_tf_keras_layer*С{"name": "dense_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_9", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 43}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_3", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +э +root.layer_with_weights-11"_tf_keras_layer*Е +{"name": "conv1d_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_4", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 46}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 47}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_4", 0, 0, {}]]], "shared_object_id": 48, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +у root.layer-25"_tf_keras_layer*И{"name": "tf.__operators__.getitem_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_1", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_9", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 49, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8]}}2 +п root.layer-26"_tf_keras_layer*Д{"name": "add_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_4", 0, 0, {}], ["tf.__operators__.getitem_1", 0, 0, {}]]], "shared_object_id": 50, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 1, 8]}]}2 +Оroot.layer_with_weights-12"_tf_keras_layer*†{"name": "group_normalization_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_4", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_2", 0, 0, {}]]], "shared_object_id": 53, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ч root.layer-28"_tf_keras_layer*œ{"name": "tf.nn.gelu_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_5", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_4", 0, 0, {"approximate": false}]], "shared_object_id": 54, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +я +root.layer_with_weights-13"_tf_keras_layer*З +{"name": "conv1d_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_5", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_5", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +Ь root.layer-30"_tf_keras_layer*Ё{"name": "add_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_5", 0, 0, {}], ["add_1", 0, 0, {}]]], "shared_object_id": 58, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 256, 8]}, {"class_name": "TensorShape", "items": [null, 256, 8]}]}2 +ц + root.layer_with_weights-14"_tf_keras_layer*Ў +{"name": "conv1d_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_6", "trainable": true, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["add_3", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256, 8]}}2 +С!root.layer_with_weights-15"_tf_keras_layer*‰{"name": "group_normalization_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_5", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 64, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 8}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +Е" root.layer-33"_tf_keras_layer*Š{"name": "tf.nn.gelu_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_6", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 65, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ч# root.layer-34"_tf_keras_layer*œ{"name": "tf.nn.gelu_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_7", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_5", 0, 0, {"approximate": false}]], "shared_object_id": 66, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +ќ$root.layer_with_weights-16"_tf_keras_layer*Ф{"name": "dense_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_10", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_6", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ю +%root.layer_with_weights-17"_tf_keras_layer*Ж +{"name": "conv1d_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_8", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 70}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_7", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +х& root.layer-37"_tf_keras_layer*К{"name": "tf.__operators__.getitem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "SlicingOpLambda", "config": {"name": "tf.__operators__.getitem_2", "trainable": true, "dtype": "float32", "function": "__operators__.getitem"}, "inbound_nodes": [["dense_10", 0, 0, {"slice_spec": {"class_name": "__tuple__", "items": [{"start": null, "stop": null, "step": null}, null, {"start": null, "stop": null, "step": null}]}}]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16]}}2 +с' root.layer-38"_tf_keras_layer*Ж{"name": "add_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_8", 0, 0, {}], ["tf.__operators__.getitem_2", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 1, 16]}]}2 +Р(root.layer_with_weights-18"_tf_keras_layer*ˆ{"name": "group_normalization_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_6", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_4", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Ш) root.layer-40"_tf_keras_layer*{"name": "tf.nn.gelu_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_8", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_6", 0, 0, {"approximate": false}]], "shared_object_id": 78, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ђ +*root.layer_with_weights-19"_tf_keras_layer*К +{"name": "conv1d_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_9", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_8", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 16}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ы ++root.layer_with_weights-20"_tf_keras_layer*Г +{"name": "conv1d_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv1D", "config": {"name": "conv1d_7", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1]}, "strides": {"class_name": "__tuple__", "items": [1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1d_6", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 3, "axes": {"-1": 8}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 8]}}2 +б, root.layer-43"_tf_keras_layer*І{"name": "add_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv1d_9", 0, 0, {}], ["conv1d_7", 0, 0, {}]]], "shared_object_id": 85, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 128, 16]}, {"class_name": "TensorShape", "items": [null, 128, 16]}]}2 +Р-root.layer_with_weights-21"_tf_keras_layer*ˆ{"name": "group_normalization_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_7", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 86}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 87}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["add_5", 0, 0, {}]]], "shared_object_id": 88, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 16}}, "shared_object_id": 696}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +Е. root.layer-45"_tf_keras_layer*Š{"name": "tf.nn.gelu_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_9", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["dense_1", 0, 0, {"approximate": false}]], "shared_object_id": 89, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +Ъ/ root.layer-46"_tf_keras_layer*Ÿ{"name": "tf.nn.gelu_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.nn.gelu_10", "trainable": true, "dtype": "float32", "function": "nn.gelu"}, "inbound_nodes": [["group_normalization_7", 0, 0, {"approximate": false}]], "shared_object_id": 90, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128, 16]}}2 +ќ0root.layer_with_weights-22"_tf_keras_layer*Ф{"name": "dense_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_11", "trainable": true, "dtype": "float32", "units": 16, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 91}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 92}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["tf.nn.gelu_9", 0, 0, {}]]], "shared_object_id": 93, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32]}}2 +ѓ 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{"class_name": "Zeros", "config": {}, "shared_object_id": 839}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 840, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 841}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +йў root.layer_with_weights-33.value"_tf_keras_layer*š{"name": "dense_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_15", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 842}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 843}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 844, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 845}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +кџroot.layer_with_weights-33.proj"_tf_keras_layer*œ{"name": "dense_16", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_16", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 846}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 847}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 848, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 849}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 + Рroot.layer_with_weights-39.norm"_tf_keras_layer*т{"name": "group_normalization_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_14", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 850}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 851}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 852, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 853}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +йС root.layer_with_weights-39.query"_tf_keras_layer*š{"name": "dense_18", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_18", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 854}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 855}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 856, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 857}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +зТroot.layer_with_weights-39.key"_tf_keras_layer*š{"name": "dense_19", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_19", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 858}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 859}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 860, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 861}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +йУ root.layer_with_weights-39.value"_tf_keras_layer*š{"name": "dense_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_20", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 862}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 863}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 864, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 865}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +кФroot.layer_with_weights-39.proj"_tf_keras_layer*œ{"name": "dense_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_21", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 866}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 867}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 868, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 869}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 + —root.layer_with_weights-47.norm"_tf_keras_layer*т{"name": "group_normalization_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_17", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 870}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 871}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 872, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 873}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +й˜ root.layer_with_weights-47.query"_tf_keras_layer*š{"name": "dense_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_23", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 874}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 875}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 876, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 877}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +з™root.layer_with_weights-47.key"_tf_keras_layer*š{"name": "dense_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_24", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 878}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 879}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 880, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 881}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йš root.layer_with_weights-47.value"_tf_keras_layer*š{"name": "dense_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_25", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 882}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 883}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 884, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 885}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +к›root.layer_with_weights-47.proj"_tf_keras_layer*œ{"name": "dense_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_26", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 886}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 887}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 888, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 889}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 + мroot.layer_with_weights-53.norm"_tf_keras_layer*т{"name": "group_normalization_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_20", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 890}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 891}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 892, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 893}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йн root.layer_with_weights-53.query"_tf_keras_layer*š{"name": "dense_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_28", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 894}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 895}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 896, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 897}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +зоroot.layer_with_weights-53.key"_tf_keras_layer*š{"name": "dense_29", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_29", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 898}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 899}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 900, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 901}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йп root.layer_with_weights-53.value"_tf_keras_layer*š{"name": "dense_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_30", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 902}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 903}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 904, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 905}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +крroot.layer_with_weights-53.proj"_tf_keras_layer*œ{"name": "dense_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_31", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 906}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 907}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 908, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 909}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 + Ёroot.layer_with_weights-59.norm"_tf_keras_layer*т{"name": "group_normalization_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_23", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 910}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 911}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 912, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 913}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йЂ root.layer_with_weights-59.query"_tf_keras_layer*š{"name": "dense_33", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_33", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 914}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 915}, "kernel_regularizer": null, "bias_regularizer": 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"class_name": "GroupNormalization", "config": {"name": "group_normalization", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 930}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 931}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 932, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 933}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 32]}}2 +зх root.layer_with_weights-65.query"_tf_keras_layer*˜{"name": "dense_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, 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root.layer_with_weights-65.value"_tf_keras_layer*˜{"name": "dense_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_5", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 942}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 943}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 944, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 945}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 32]}}2 +ишroot.layer_with_weights-65.proj"_tf_keras_layer*š{"name": "dense_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_6", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 946}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 947}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 948, "input_spec": {"class_name": "InputSpec", 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"config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 962}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 963}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 964, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 965}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +кц root.layer_with_weights-75.proj"_tf_keras_layer*œ{"name": "dense_43", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_43", "trainable": true, "dtype": "float32", 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"beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 992, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 64}}, "shared_object_id": 993}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йЃ  root.layer_with_weights-91.query"_tf_keras_layer*š{"name": "dense_52", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_52", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 994}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 995}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 996, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 997}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +йЄ root.layer_with_weights-91.key"_tf_keras_layer*œ{"name": "dense_53", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_53", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 998}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 999}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1000, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1001}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +нЅ  root.layer_with_weights-91.value"_tf_keras_layer*ž{"name": "dense_54", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_54", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1002}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1003}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1004, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1005}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +оІ root.layer_with_weights-91.proj"_tf_keras_layer* {"name": "dense_55", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_55", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1006}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1007}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1008, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 1009}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 64]}}2 +Ѕ‘  root.layer_with_weights-100.norm"_tf_keras_layer*ц{"name": "group_normalization_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_37", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1010}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1011}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1012, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 1013}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +о’ !root.layer_with_weights-100.query"_tf_keras_layer*ž{"name": "dense_58", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_58", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1014}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1015}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1016, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1017}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +м“ root.layer_with_weights-100.key"_tf_keras_layer*ž{"name": "dense_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_59", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1018}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1019}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1020, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1021}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +о” !root.layer_with_weights-100.value"_tf_keras_layer*ž{"name": "dense_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_60", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1022}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1023}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1024, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1025}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +п•  root.layer_with_weights-100.proj"_tf_keras_layer* {"name": "dense_61", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_61", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1026}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1027}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1028, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1029}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +Ѕё  root.layer_with_weights-108.norm"_tf_keras_layer*ц{"name": "group_normalization_40", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_40", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1030}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1031}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1032, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 1033}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +ођ !root.layer_with_weights-108.query"_tf_keras_layer*ž{"name": "dense_64", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_64", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1034}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1035}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1036, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1037}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +мѓ root.layer_with_weights-108.key"_tf_keras_layer*ž{"name": "dense_65", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_65", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1038}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1039}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1040, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1041}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +оє !root.layer_with_weights-108.value"_tf_keras_layer*ž{"name": "dense_66", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_66", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1042}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1043}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1044, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1045}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +пѕ  root.layer_with_weights-108.proj"_tf_keras_layer* {"name": "dense_67", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_67", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1e-10, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1046}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1047}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1048, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1049}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +Ѕб  root.layer_with_weights-116.norm"_tf_keras_layer*ц{"name": "group_normalization_43", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GroupNormalization", "config": {"name": "group_normalization_43", "trainable": true, "dtype": "float32", "groups": 8, "axis": -1, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1050}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1051}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "shared_object_id": 1052, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 3, "max_ndim": null, "min_ndim": null, "axes": {"-1": 32}}, "shared_object_id": 1053}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +ов !root.layer_with_weights-116.query"_tf_keras_layer*ž{"name": "dense_70", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_70", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1054}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1055}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1056, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 32}}, "shared_object_id": 1057}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64, 32]}}2 +мг root.layer_with_weights-116.key"_tf_keras_layer*ž{"name": "dense_71", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense_71", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1058}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1059}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 1060, "input_spec": {"class_name": 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differ diff --git a/trained_models/snl_network/variables/variables.index b/trained_models/snl_network/variables/variables.index new file mode 100644 index 0000000..e5dca7f Binary files /dev/null and b/trained_models/snl_network/variables/variables.index differ diff --git a/training.py b/training.py new file mode 100644 index 0000000..0b6efff --- /dev/null +++ b/training.py @@ -0,0 +1,118 @@ +import numpy as np +import tensorflow as tf +from tensorflow import keras +from tensorflow.data import Dataset as tfds +from gaussian_diffusion import GaussianDiffusion +from diffusion_model import DiffusionModel +from unet import build_model +from postproc_utils import PostProcess +import platform +import subprocess + +def is_m_chip(): + """ + Checks if the current machine is a Mac with an M-chip (Apple Silicon). + + Returns: + bool: True if the machine is a Mac with an M-chip, False otherwise. + """ + # Check if the operating system is macOS + if platform.system() != 'Darwin': + return False + + # Check if the architecture is arm64 + try: + # 'uname -m' returns 'arm64' for Apple Silicon + chip_type = subprocess.check_output(['uname', '-m']).decode('utf-8').strip() + return chip_type == 'arm64' + except Exception as e: + print(f"Error during check: {e}") + return False + +gpus = tf.config.experimental.list_physical_devices('GPU') +for gpu in gpus: + tf.config.experimental.set_memory_growth(gpu, True) + +tf.config.set_visible_devices(gpus, 'GPU') + +battery_dataset = 'matr_1' + +num_epochs = 1 # Just for the sake of demonstration +total_timesteps = 1000 +learning_rate = 1e-3 + +sequence_length = 256 +first_conv_channels = 8 +channel_multiplier = [1, 2, 4, 8] +widths = [first_conv_channels * mult for mult in channel_multiplier] +has_attention = [False, False, True, True] +num_res_blocks = 2 # Number of residual blocks +p_uncond = 0.2 + +# Build the unet model +network = build_model( + sequence_length=sequence_length, + widths=widths, + has_attention=has_attention, + first_conv_channels = first_conv_channels, + num_res_blocks=num_res_blocks, +) +ema_network = build_model( + sequence_length=sequence_length, + widths=widths, + has_attention=has_attention, + first_conv_channels = first_conv_channels, + num_res_blocks=num_res_blocks, +) +ema_network.set_weights(network.get_weights()) # Initially the weights are the same + +# Get an instance of the Gaussian Diffusion utilities +gdf_util = GaussianDiffusion(timesteps=total_timesteps) + +# Get the model +model = DiffusionModel( + network=network, + ema_network=ema_network, + gdf_util=gdf_util, + timesteps=total_timesteps, + p_uncond=p_uncond, +) + +train_ds = tfds.load(f'./data/{battery_dataset}_train_ds') +test_ds = tfds.load(f'./data/{battery_dataset}_test_ds') + +# Compile the model +if is_m_chip(): + keras_optimizer = keras.optimizers.legacy.Adam(learning_rate=learning_rate) +else: + keras_optimizer = keras.optimizers.Adam(learning_rate=learning_rate) + +model.compile( + loss=keras.losses.MeanSquaredError(), + optimizer=keras_optimizer, + weighted_metrics=[] +) + +checkpoint_filepath = f'./checkpoints/{battery_dataset}_checkpoint.weights.h5' +model_checkpoint_callback = keras.callbacks.ModelCheckpoint( + filepath=checkpoint_filepath, + save_weights_only=True, + verbose=1, + monitor='val_loss', + save_freq = 'epoch', + mode='min', + save_best_only=True) + +# Train the model +hist = model.fit( + train_ds, + epochs=num_epochs, + validation_data=test_ds, + callbacks=[model_checkpoint_callback], + verbose=2, + validation_freq=1, +) + +model.load_weights(checkpoint_filepath) +network.save(f'./checkpoints/{battery_dataset}_network', save_format='tf') +ema_network.save(f'./checkpoints/{battery_dataset}_ema_network', save_format='tf') diff --git a/unet.py b/unet.py new file mode 100644 index 0000000..8840fe5 --- /dev/null +++ b/unet.py @@ -0,0 +1,292 @@ +import math +import tensorflow as tf +from tensorflow import keras + +# Kernel initializer to use +def kernel_init(scale): + scale = max(scale, 1e-10) + return keras.initializers.VarianceScaling( + scale, mode="fan_avg", distribution="uniform" + ) + +class AttentionBlock(keras.layers.Layer): + """Applies self-attention. + + Args: + units: Number of units in the dense layers + groups: Number of groups to be used for GroupNormalization layer + """ + + def __init__(self, units, groups=8, **kwargs): + self.units = units + self.groups = groups + super().__init__(**kwargs) + + self.norm = keras.layers.GroupNormalization(groups=groups) + self.query = keras.layers.Dense(units, kernel_initializer=kernel_init(1.0)) + self.key = keras.layers.Dense(units, kernel_initializer=kernel_init(1.0)) + self.value = keras.layers.Dense(units, kernel_initializer=kernel_init(1.0)) + self.proj = keras.layers.Dense(units, kernel_initializer=kernel_init(0.0)) + + def call(self, inputs): + scale = tf.cast(self.units, tf.float32) ** (-0.5) + + inputs = self.norm(inputs) + q = self.query(inputs) + k = self.key(inputs) + v = self.value(inputs) + + attn_score = tf.einsum("blc, bLc->blL", q, k) * scale + attn_score = tf.nn.softmax(attn_score, -1) + + proj = tf.einsum("blL,bLc->blc", attn_score, v) + proj = self.proj(proj) + return inputs + proj + + +class TimeEmbedding(keras.layers.Layer): + def __init__(self, dim, **kwargs): + super().__init__(**kwargs) + self.dim = dim + self.half_dim = dim // 2 + self.emb = math.log(10000) / (self.half_dim - 1) + self.emb = tf.exp(tf.range(self.half_dim, dtype=tf.float32) * -self.emb) + + def call(self, inputs): + inputs = tf.cast(inputs, dtype=tf.float32) + emb = inputs[:, None] * self.emb[None, :] + emb = tf.concat([tf.sin(emb), tf.cos(emb)], axis=-1) + return emb + +class PositionalEncoding1D(keras.layers.Layer): + def __init__(self, channels: int, dtype=tf.float32): + super(PositionalEncoding1D, self).__init__() + + self.channels = int(2 * tf.math.ceil(channels / 2)) + self.inv_freq = 1 / tf.math.pow(10000, tf.range(0, self.channels, 2, dtype=dtype) / self.channels) + self.cached_penc = None + + @tf.function + def get_emb(self, sin_inp): + """ + Gets a base embedding for one dimension with sin and cos intertwined + """ + emb = tf.stack((tf.sin(sin_inp), tf.cos(sin_inp)), -1) + emb = tf.reshape(emb, (*emb.shape[:-2], -1)) + return emb + + @tf.function + def call(self, inputs): + """ + :param tensor: A 3d tensor of size (batch_size, x, ch) + :return: Positional Encoding Matrix of size (batch_size, x, ch) + """ + if len(inputs.shape) != 3: + raise RuntimeError("The input tensor has to be 3d!") + + if self.cached_penc is not None and self.cached_penc.shape == inputs.shape: + return self.cached_penc + + self.cached_penc = None + _, x, org_channels = inputs.shape + + dtype = self.inv_freq.dtype + pos_x = tf.range(x, dtype=dtype) + sin_inp_x = tf.einsum("i,j->ij", pos_x, self.inv_freq) + emb = self.get_emb(sin_inp_x) + + cached_penc = tf.repeat( + emb[None, :, :org_channels], tf.shape(inputs)[0], axis=0 + ) + return cached_penc + +def ResidualBlock_Down(width, groups=8, activation_fn=keras.activations.swish): + def apply(inputs): + x, t = inputs + input_width = x.shape[-1] + + if input_width == width: + residual = x + else: + residual = keras.layers.Conv1D( + width, kernel_size=1, kernel_initializer=kernel_init(1.0) + )(x) + + temb = activation_fn(t) + temb = keras.layers.Dense(width, kernel_initializer=kernel_init(1.0))(temb)[:, None, :] + + x = keras.layers.GroupNormalization(groups=groups)(x) + x = activation_fn(x) + x = keras.layers.Conv1D( + width, kernel_size=3, padding="same", kernel_initializer=kernel_init(1.0) + )(x) + + x = keras.layers.Add()([x, temb]) + x = keras.layers.GroupNormalization(groups=groups)(x) + x = activation_fn(x) + + x = keras.layers.Conv1D( + width, kernel_size=3, padding="same", kernel_initializer=kernel_init(0.0) + )(x) + x = keras.layers.Add()([x, residual]) + return x + + return apply + +def ResidualBlock_Up(width, groups=8, activation_fn=keras.activations.swish): + def apply(inputs): + x, t, c = inputs + input_width = x.shape[-1] + + if input_width == width: + residual = x + else: + residual = keras.layers.Conv1D( + width, kernel_size=1, kernel_initializer=kernel_init(1.0) + )(x) + + temb = activation_fn(t) + temb = keras.layers.Dense(width, kernel_initializer=kernel_init(1.0))(temb)[:, None, :] + + cemb = activation_fn(c) + cemb = keras.layers.Dense(width, kernel_initializer=kernel_init(1.0))(cemb)[:, None, :] + + x = keras.layers.GroupNormalization(groups=groups)(x) + x = activation_fn(x) + x = keras.layers.Conv1D( + width, kernel_size=3, padding="same", kernel_initializer=kernel_init(1.0) + )(x) + + x = keras.layers.Add()([cemb * x, temb]) + x = keras.layers.GroupNormalization(groups=groups)(x) + x = activation_fn(x) + + x = keras.layers.Conv1D( + width, kernel_size=3, padding="same", kernel_initializer=kernel_init(0.0) + )(x) + x = keras.layers.Add()([x, residual]) + return x + + return apply + + +def DownSample(width): + def apply(x): + x = keras.layers.Conv1D( + width, + kernel_size=3, + strides=2, + padding="same", + kernel_initializer=kernel_init(1.0), + )(x) + return x + + return apply + + +def UpSample(width, interpolation="nearest"): + def apply(x): + x = keras.layers.UpSampling1D(size=2)(x) + x = keras.layers.Conv1D( + width, kernel_size=3, padding="same", kernel_initializer=kernel_init(1.0) + )(x) + return x + + return apply + + +def TimeMLP(units, activation_fn=keras.activations.swish): + def apply(inputs): + temb = keras.layers.Dense( + units, activation=activation_fn, kernel_initializer=kernel_init(1.0) + )(inputs) + temb = keras.layers.Dense(units, kernel_initializer=kernel_init(1.0))(temb) + return temb + + return apply + +def TransformerEncoder(units, activation_fn=keras.activations.swish): + def apply(inputs): + pemb = keras.layers.Reshape((-1, 100))(inputs) + pemb = keras.layers.Dense(units, kernel_initializer=kernel_init(1.0))(pemb) + + pemb = AttentionBlock(units, groups=8)(pemb) + pemb = keras.layers.GlobalAveragePooling1D()(pemb) + pemb = keras.layers.Dense(units, kernel_initializer=kernel_init(1.0))(pemb) + return pemb + + return apply + +def build_model( + sequence_length, + widths, + has_attention, + capacity_matrix_size=(100,100,1), + first_conv_channels=8, + num_res_blocks=2, + norm_groups=8, + interpolation="nearest", + activation_fn=keras.activations.gelu, +): + + image_input = keras.layers.Input(shape=(sequence_length, 1), name="input") + time_input = keras.Input(shape=(), dtype=tf.int64, name="time_input") + capacity_matrix_input = keras.Input(shape=capacity_matrix_size, name="capacity_matrix_input") + condition_mask = keras.Input(shape=(first_conv_channels * 4,), name="mask_input") + + x = keras.layers.Conv1D( + first_conv_channels, + kernel_size=7, + padding="same", + kernel_initializer=kernel_init(1.0), + )(image_input) + + posemb = PositionalEncoding1D(first_conv_channels)(x) + temb = TimeEmbedding(dim=first_conv_channels * 4)(time_input) + temb = TimeMLP(units=first_conv_channels * 4, activation_fn=activation_fn)(temb) + cemb = TransformerEncoder(units=first_conv_channels * 4, activation_fn=activation_fn)(capacity_matrix_input) + + x = keras.layers.Concatenate()([x, posemb]) + skips = [x] + + # DownBlock + for i in range(len(widths)): + for _ in range(num_res_blocks): + x = ResidualBlock_Down( + widths[i], groups=norm_groups, activation_fn=activation_fn + )([x, temb]) + if has_attention[i]: + x = AttentionBlock(widths[i], groups=norm_groups)(x) + skips.append(x) + + if widths[i] != widths[-1]: + x = DownSample(widths[i])(x) + skips.append(x) + + # MiddleBlock + x = ResidualBlock_Down(widths[-1], groups=norm_groups, activation_fn=activation_fn)( + [x, temb] + ) + x = AttentionBlock(widths[-1], groups=norm_groups)(x) + x = ResidualBlock_Down(widths[-1], groups=norm_groups, activation_fn=activation_fn)( + [x, temb] + ) + + # UpBlock + for i in reversed(range(len(widths))): + for _ in range(num_res_blocks + 1): + x = keras.layers.Concatenate(axis=-1)([x, skips.pop()]) + x = ResidualBlock_Up( + widths[i], groups=norm_groups, activation_fn=activation_fn + )([x, temb, condition_mask * cemb]) + if has_attention[i]: + x = AttentionBlock(widths[i], groups=norm_groups)(x) + + if i != 0: + x = UpSample(widths[i], interpolation=interpolation)(x) + + # End block + x = keras.layers.GroupNormalization(groups=norm_groups)(x) + x = activation_fn(x) + x = keras.layers.Conv1D(1, kernel_size=7, padding="same", kernel_initializer=kernel_init(0.0))(x) + return keras.Model([image_input, time_input, capacity_matrix_input, condition_mask], x, name="unet") \ No newline at end of file