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TrainingOutput.txt
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Microsoft Windows [Version 10.0.19044.2486]
(c) Microsoft Corporation. All rights reserved.
C:\Users\azlan>D:
D:\>cd face
D:\face>python Train.py
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
Number of images: 10386
0 torch.Size([1, 224, 224]) torch.Size([68, 2])
1 torch.Size([1, 224, 224]) torch.Size([68, 2])
2 torch.Size([1, 224, 224]) torch.Size([68, 2])
3 torch.Size([1, 224, 224]) torch.Size([68, 2])
Net(
(pool): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)
(conv1): Conv2d(1, 32, kernel_size=(3, 3), stride=(1, 1))
(conv2): Conv2d(32, 64, kernel_size=(3, 3), stride=(1, 1))
(conv3): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1))
(fc): Linear(in_features=86528, out_features=136, bias=True)
)
torch.Size([10, 1, 224, 224])
torch.Size([10, 68, 2])
torch.Size([10, 68, 2])
1
2
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
Traceback (most recent call last):
File "D:\face\Train.py", line 109, in <module>
list_loss = net.train_model()
File "C:\Users\azlan\AppData\Local\Programs\Python\Python310\lib\site-packages\facial_keypoints_detecter\_model_subpkg\_model_submod.py", line 393, in train_model
for batch_i, data in enumerate(data_loader):
File "C:\Users\azlan\AppData\Local\Programs\Python\Python310\lib\site-packages\torch\utils\data\dataloader.py", line 628, in __next__
data = self._next_data()
File "C:\Users\azlan\AppData\Local\Programs\Python\Python310\lib\site-packages\torch\utils\data\dataloader.py", line 1316, in _next_data
idx, data = self._get_data()
File "C:\Users\azlan\AppData\Local\Programs\Python\Python310\lib\site-packages\torch\utils\data\dataloader.py", line 1282, in _get_data
success, data = self._try_get_data()
File "C:\Users\azlan\AppData\Local\Programs\Python\Python310\lib\site-packages\torch\utils\data\dataloader.py", line 1120, in _try_get_data
data = self._data_queue.get(timeout=timeout)
File "C:\Users\azlan\AppData\Local\Programs\Python\Python310\lib\multiprocessing\queues.py", line 113, in get
if not self._poll(timeout):
File "C:\Users\azlan\AppData\Local\Programs\Python\Python310\lib\multiprocessing\connection.py", line 262, in poll
return self._poll(timeout)
File "C:\Users\azlan\AppData\Local\Programs\Python\Python310\lib\multiprocessing\connection.py", line 335, in _poll
return bool(wait([self], timeout))
File "C:\Users\azlan\AppData\Local\Programs\Python\Python310\lib\multiprocessing\connection.py", line 884, in wait
ready_handles = _exhaustive_wait(waithandle_to_obj.keys(), timeout)
File "C:\Users\azlan\AppData\Local\Programs\Python\Python310\lib\multiprocessing\connection.py", line 816, in _exhaustive_wait
res = _winapi.WaitForMultipleObjects(L, False, timeout)
KeyboardInterrupt
^C
D:\face>python
Python 3.10.0 (tags/v3.10.0:b494f59, Oct 4 2021, 19:00:18) [MSC v.1929 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import facial_keypoints_detecter as fkd
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
>>> import torch
>>> import matplotlib.pyplot as plt
>>> data_transform = fkd.preprocessing.Compose( [ fkd.preprocessing.Rescale(250),
... fkd.preprocessing.RandomCrop(224),
... fkd.preprocessing.Normalize(),
... fkd.preprocessing.ToTensor() ] )
>>> dataset_train_original = fkd.data.FacialKeypointsDataset( csv_file = 'C:/Users/azlan/AppData/Local/Programs/Python/Python310/Lib/site-packages/facial_keypoints_detecter/data/training_frames_keypoints.csv',
... root_dir = 'C:/Users/azlan/AppData/Local/Programs/Python/Python310/Lib/site-packages/facial_keypoints_detecter/data/training/',
... transform = data_transform )
>>> data_transform_rotate_clockwise = fkd.preprocessing.Compose( [fkd.preprocessing.Rescale(250),
... fkd.preprocessing.RandomCrop(224),
... fkd.preprocessing.Normalize(),
... fkd.preprocessing.Rotate(-10),
... fkd.preprocessing.Rescale(224),
... fkd.preprocessing.ToTensor()] )
>>> dataset_rotate_clockwise = fkd.data.FacialKeypointsDataset( csv_file = 'C:/Users/azlan/AppData/Local/Programs/Python/Python310/Lib/site-packages/facial_keypoints_detecter/data/training_frames_keypoints.csv',
... root_dir = 'C:/Users/azlan/AppData/Local/Programs/Python/Python310/Lib/site-packages/facial_keypoints_detecter/data/training/',
... transform = data_transform_rotate_clockwise )
>>> data_transform_rotate_anti_clockwise = fkd.preprocessing.Compose( [fkd.preprocessing.Rescale(250),
... fkd.preprocessing.RandomCrop(224),
... fkd.preprocessing.Normalize(),
... fkd.preprocessing.Rotate(10),
... fkd.preprocessing.Rescale(224),
... fkd.preprocessing.ToTensor()] )
>>> dataset_rotate_anti_clockwise = fkd.data.FacialKeypointsDataset( csv_file = 'C:/Users/azlan/AppData/Local/Programs/Python/Python310/Lib/site-packages/facial_keypoints_detecter/data/training_frames_keypoints.csv',
... root_dir = 'C:/Users/azlan/AppData/Local/Programs/Python/Python310/Lib/site-packages/facial_keypoints_detecter/data/training/',
... transform = data_transform_rotate_anti_clockwise )
>>> dataset_train = fkd.data.ConcatDataset( [ dataset_train_original,
... dataset_rotate_clockwise,
... dataset_rotate_anti_clockwise ])
>>> print('Number of images: ', len(dataset_train))
Number of images: 10386
>>> for i in range(4):
... sample = dataset_train[i]
... print(i, sample['image'].size(), sample['keypoints'].size())
...
0 torch.Size([1, 224, 224]) torch.Size([68, 2])
1 torch.Size([1, 224, 224]) torch.Size([68, 2])
2 torch.Size([1, 224, 224]) torch.Size([68, 2])
3 torch.Size([1, 224, 224]) torch.Size([68, 2])
>>> batch_size = 10
>>> train_loader = fkd.data.DataLoader( dataset_train,
... batch_size = batch_size,
... shuffle = True,
... num_workers = 0 )
>>> data_transform = fkd.preprocessing.Compose( [ fkd.preprocessing.Rescale(250),
... fkd.preprocessing.RandomCrop(224),
... fkd.preprocessing.Normalize(),
... fkd.preprocessing.ToTensor() ] )
>>> dataset_test = fkd.data.FacialKeypointsDataset( csv_file = 'C:/Users/azlan/AppData/Local/Programs/Python/Python310/Lib/site-packages/facial_keypoints_detecter/data/test_frames_keypoints.csv',
... root_dir = 'C:/Users/azlan/AppData/Local/Programs/Python/Python310/Lib/site-packages/facial_keypoints_detecter/data/test/',
... transform = data_transform )
>>> batch_size = 10
>>> test_loader = fkd.data.DataLoader( dataset_test,
... batch_size = batch_size,
... shuffle = True,
... num_workers = 0 )
>>> net = fkd.model.Net()
>>> print(net)
Net(
(pool): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)
(conv1): Conv2d(1, 32, kernel_size=(3, 3), stride=(1, 1))
(conv2): Conv2d(32, 64, kernel_size=(3, 3), stride=(1, 1))
(conv3): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1))
(fc): Linear(in_features=86528, out_features=136, bias=True)
)
>>> test_images, test_outputs, gt_pts = net.sample_output(test_loader)
>>> print(test_images.data.size())
torch.Size([10, 1, 224, 224])
>>> print(test_outputs.data.size())
torch.Size([10, 68, 2])
>>> print(gt_pts.size())
torch.Size([10, 68, 2])
>>> print("1")
1
>>> fkd.plots.plot_output(test_images, test_outputs, gt_pts, batch_size = 10)
>>> fkd.plots.plot_output(test_images, test_outputs, gt_pts, batch_size = 10)
>>> net.spec.dataset_train = dataset_train
>>> net.spec.batch_size = 64 # Batch size
>>> net.spec.shuffle = True # Shuffle training data
>>> net.spec.num_workers = 4 # No. of cpu processors to use
>>> net.spec.criterion = torch.nn.SmoothL1Loss # Loss function
>>> net.spec.optimizer = torch.optim.Adam # Optimize
>>> net.spec.learning_rate = 0.0005 # Learning rate
>>> net.spec.n_epochs = 50 # No. of epochs
>>> print("2")
2
>>> list_loss = net.train_model()
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
Epoch: 1, Batch: 20, Avg. SmoothL1Loss Loss: 0.11990974396467209
Epoch: 1, Batch: 40, Avg. SmoothL1Loss Loss: 0.07319480776786805
Epoch: 1, Batch: 60, Avg. SmoothL1Loss Loss: 0.06669059228152037
Epoch: 1, Batch: 80, Avg. SmoothL1Loss Loss: 0.06307339183986187
Epoch: 1, Batch: 100, Avg. SmoothL1Loss Loss: 0.057237882353365424
Epoch: 1, Batch: 120, Avg. SmoothL1Loss Loss: 0.05951733458787203
Epoch: 1, Batch: 140, Avg. SmoothL1Loss Loss: 0.05603973567485809
Epoch: 1, Batch: 160, Avg. SmoothL1Loss Loss: 0.05432978514581919
Epoch: 1 Complete! SmoothL1Loss Loss: 0.06915239936867613
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
Epoch: 2, Batch: 20, Avg. SmoothL1Loss Loss: 0.05318646859377622
Epoch: 2, Batch: 40, Avg. SmoothL1Loss Loss: 0.057472952641546726
Epoch: 2, Batch: 60, Avg. SmoothL1Loss Loss: 0.05192869659513235
Epoch: 2, Batch: 80, Avg. SmoothL1Loss Loss: 0.052006681077182294
Epoch: 2, Batch: 100, Avg. SmoothL1Loss Loss: 0.0499035807326436
Epoch: 2, Batch: 120, Avg. SmoothL1Loss Loss: 0.04861582526937127
Epoch: 2, Batch: 140, Avg. SmoothL1Loss Loss: 0.05227313283830881
Epoch: 2, Batch: 160, Avg. SmoothL1Loss Loss: 0.04682481288909912
Epoch: 2 Complete! SmoothL1Loss Loss: 0.05212441497240906
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
Epoch: 3, Batch: 20, Avg. SmoothL1Loss Loss: 0.05173056740313768
Epoch: 3, Batch: 40, Avg. SmoothL1Loss Loss: 0.045240051671862604
Epoch: 3, Batch: 60, Avg. SmoothL1Loss Loss: 0.04269812200218439
Epoch: 3, Batch: 80, Avg. SmoothL1Loss Loss: 0.041477609798312186
Epoch: 3, Batch: 100, Avg. SmoothL1Loss Loss: 0.03926998311653733
Epoch: 3, Batch: 120, Avg. SmoothL1Loss Loss: 0.039142039231956006
Epoch: 3, Batch: 140, Avg. SmoothL1Loss Loss: 0.03770801313221454
Epoch: 3, Batch: 160, Avg. SmoothL1Loss Loss: 0.03992086835205555
Epoch: 3 Complete! SmoothL1Loss Loss: 0.042230431749312965
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
Epoch: 4, Batch: 20, Avg. SmoothL1Loss Loss: 0.040620806999504565
Epoch: 4, Batch: 40, Avg. SmoothL1Loss Loss: 0.035303591005504134
Epoch: 4, Batch: 60, Avg. SmoothL1Loss Loss: 0.04055662816390395
Epoch: 4, Batch: 80, Avg. SmoothL1Loss Loss: 0.033175638783723115
Epoch: 4, Batch: 100, Avg. SmoothL1Loss Loss: 0.034442415460944176
Epoch: 4, Batch: 120, Avg. SmoothL1Loss Loss: 0.03417845396324992
Epoch: 4, Batch: 140, Avg. SmoothL1Loss Loss: 0.03127802424132824
Epoch: 4, Batch: 160, Avg. SmoothL1Loss Loss: 0.03491944456472993
Epoch: 4 Complete! SmoothL1Loss Loss: 0.03565541056939113
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
Epoch: 5, Batch: 20, Avg. SmoothL1Loss Loss: 0.03210620060563087
Epoch: 5, Batch: 40, Avg. SmoothL1Loss Loss: 0.03362538814544678
Epoch: 5, Batch: 60, Avg. SmoothL1Loss Loss: 0.03166459193453193
Epoch: 5, Batch: 80, Avg. SmoothL1Loss Loss: 0.03118283273652196
Epoch: 5, Batch: 100, Avg. SmoothL1Loss Loss: 0.03452976616099477
Epoch: 5, Batch: 120, Avg. SmoothL1Loss Loss: 0.03025167528539896
Epoch: 5, Batch: 140, Avg. SmoothL1Loss Loss: 0.029834158811718227
Epoch: 5, Batch: 160, Avg. SmoothL1Loss Loss: 0.031370574794709685
Epoch: 5 Complete! SmoothL1Loss Loss: 0.032150322375934064
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
Epoch: 6, Batch: 20, Avg. SmoothL1Loss Loss: 0.030960884224623442
Epoch: 6, Batch: 40, Avg. SmoothL1Loss Loss: 0.025949807651340962
Epoch: 6, Batch: 60, Avg. SmoothL1Loss Loss: 0.027924070972949265
Epoch: 6, Batch: 80, Avg. SmoothL1Loss Loss: 0.03009011810645461
Epoch: 6, Batch: 100, Avg. SmoothL1Loss Loss: 0.02816510181874037
Epoch: 6, Batch: 120, Avg. SmoothL1Loss Loss: 0.02910145968198776
Epoch: 6, Batch: 140, Avg. SmoothL1Loss Loss: 0.02692458648234606
Epoch: 6, Batch: 160, Avg. SmoothL1Loss Loss: 0.02914632046595216
Epoch: 6 Complete! SmoothL1Loss Loss: 0.028712045815255906
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
Epoch: 7, Batch: 20, Avg. SmoothL1Loss Loss: 0.035173299908638
Epoch: 7, Batch: 40, Avg. SmoothL1Loss Loss: 0.029059388395398855
Epoch: 7, Batch: 60, Avg. SmoothL1Loss Loss: 0.028439219947904347
Epoch: 7, Batch: 80, Avg. SmoothL1Loss Loss: 0.02502225963398814
Epoch: 7, Batch: 100, Avg. SmoothL1Loss Loss: 0.031751656997948886
Epoch: 7, Batch: 120, Avg. SmoothL1Loss Loss: 0.026466458197683097
Epoch: 7, Batch: 140, Avg. SmoothL1Loss Loss: 0.02685962012037635
Epoch: 7, Batch: 160, Avg. SmoothL1Loss Loss: 0.026030078204348682
Epoch: 7 Complete! SmoothL1Loss Loss: 0.02867495955577419
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
Epoch: 8, Batch: 20, Avg. SmoothL1Loss Loss: 0.023714563623070718
Epoch: 8, Batch: 40, Avg. SmoothL1Loss Loss: 0.022867827443405986
Epoch: 8, Batch: 60, Avg. SmoothL1Loss Loss: 0.026928374357521535
Epoch: 8, Batch: 80, Avg. SmoothL1Loss Loss: 0.02941306000575423
Epoch: 8, Batch: 100, Avg. SmoothL1Loss Loss: 0.02404151512309909
Epoch: 8, Batch: 120, Avg. SmoothL1Loss Loss: 0.025490403827279805
Epoch: 8, Batch: 140, Avg. SmoothL1Loss Loss: 0.028061932371929287
Epoch: 8, Batch: 160, Avg. SmoothL1Loss Loss: 0.02294116565026343
Epoch: 8 Complete! SmoothL1Loss Loss: 0.025588115131091556
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...
- Done!
+ Adding module 'data'...
- Done!
+ Adding module 'model'...
- Done!
+ Adding module 'preprocessing'...
- Done!
==========================================================================
Package 'facial_keypoints_detecter' imported sucessfully !!
==========================================================================
version 1.0.0
==========================================================================
Importing package 'facial_keypoints_detecter'...
==========================================================================
+ Adding module 'auxil'...
- Done!
+ Adding module 'plots'...