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code reformatted using black
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lines changed

‎.circleci/tests/learning.py

+26-21
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@@ -9,7 +9,13 @@
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reward = torch.randn(10, 1)
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next_state = torch.randn(10, 1290)
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done = torch.randn(10, 1)
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batch = {'state': state, 'action': action, 'reward': reward, 'next_state': next_state, 'done': done}
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batch = {
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"state": state,
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"action": action,
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"reward": reward,
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"next_state": next_state,
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"done": done,
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}
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value_net = recnn.nn.Critic(1290, 128, 256, 54e-2)
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policy_net = recnn.nn.Actor(1290, 128, 256, 6e-1)
@@ -25,9 +31,9 @@ def test_recommendation():
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def check_loss_and_networks(loss, nets):
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assert loss['value'] > 0 and loss['policy'] != 0 and loss['step'] == 0
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assert loss["value"] > 0 and loss["policy"] != 0 and loss["step"] == 0
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for name, netw in nets.items():
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assert netw.training == ('target' not in name)
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assert netw.training == ("target" not in name)
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def test_update_function():
@@ -37,48 +43,47 @@ def test_update_function():
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target_policy_net.eval()
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target_value_net.eval()
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# soft update
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recnn.utils.soft_update(value_net, target_value_net, soft_tau=1.0)
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recnn.utils.soft_update(policy_net, target_policy_net, soft_tau=1.0)
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# define optimizers
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value_optimizer = optim.RAdam(value_net.parameters(),
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lr=1e-5, weight_decay=1e-2)
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policy_optimizer = optim.RAdam(policy_net.parameters(), lr=1e-5 , weight_decay=1e-2)
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value_optimizer = optim.RAdam(value_net.parameters(), lr=1e-5, weight_decay=1e-2)
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policy_optimizer = optim.RAdam(policy_net.parameters(), lr=1e-5, weight_decay=1e-2)
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nets = {
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'value_net': value_net,
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'target_value_net': target_value_net,
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'policy_net': policy_net,
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'target_policy_net': target_policy_net,
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"value_net": value_net,
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"target_value_net": target_value_net,
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"policy_net": policy_net,
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"target_policy_net": target_policy_net,
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}
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optimizer = {
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'policy_optimizer': policy_optimizer,
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'value_optimizer': value_optimizer
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"policy_optimizer": policy_optimizer,
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"value_optimizer": value_optimizer,
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}
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debug = {}
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writer = recnn.utils.misc.DummyWriter()
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step = 0
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params = {
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'gamma' : 0.99,
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'min_value' : -10,
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'max_value' : 10,
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'policy_step': 10,
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'soft_tau' : 0.001,
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"gamma": 0.99,
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"min_value": -10,
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"max_value": 10,
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"policy_step": 10,
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"soft_tau": 0.001,
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}
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loss = recnn.nn.update.ddpg_update(batch, params, nets, optimizer,
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torch.device('cpu'), debug, writer, step=step)
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loss = recnn.nn.update.ddpg_update(
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batch, params, nets, optimizer, torch.device("cpu"), debug, writer, step=step
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)
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check_loss_and_networks(loss, nets)
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def test_algo():
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value_net = recnn.nn.Critic(1290, 128, 256, 54e-2)
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value_net = recnn.nn.Critic(1290, 128, 256, 54e-2)
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policy_net = recnn.nn.Actor(1290, 128, 256, 6e-1)
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ddpg = recnn.nn.DDPG(policy_net, value_net)

‎.pyre/client.lock

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‎.pyre/configuration_monitor/configuration_monitor.lock

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‎.pyre/configuration_monitor/configuration_monitor.pid

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‎.pyre/persistent/client.log.2020-08-14_10-25-04.021201

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2020-08-14 10:25:04 INFO Running as pid: 23069
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2020-08-14 10:25:04 INFO Version: 254e297a4983372cc892927884acc90d2d998ad2
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2020-08-14 10:25:04 INFO Build info: Linux x86_64 @ Mon Aug 3 11:10:05 PDT 2020
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2020-08-14 10:25:04 INFO Connected to server
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2020-08-14 12:36:53 ERROR Uncaught exception (exception: End_of_file, exception backtrace: Raised at file "stdlib.ml", line 449, characters 14-31
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Called from file "src/in_channel.ml" (inlined), line 62, characters 27-44
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Called from file "src/in_channel.ml" (inlined), line 24, characters 25-31
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Called from file "src/in_channel.ml" (inlined), line 62, characters 8-45
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Called from file "server/language_server/protocol.ml", line 322, characters 2-31
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, exception origin: persistent, fatal: true)
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Uncaught exception:
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End_of_file
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‎.pyre/persistent/client.log.2020-08-16_17-49-32.947062

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‎.pyre/server/server.stdout.2020-08-14_10-25-04.002039

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2020-08-14 10:25:04 INFO Running as pid: 23068
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‎docs/source/conf.py

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# documentation root, use os.path.abspath to make it absolute, like shown here.
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#
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import sys
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sys.path.append("../../")
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import recnn
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import sphinx_rtd_theme
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autodoc_mock_imports = ['torch', 'tqdm']
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autodoc_mock_imports = ["torch", "tqdm"]
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# sys.path.insert(0, os.path.abspath('.'))
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# -- Project information -----------------------------------------------------
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project = 'recnn'
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copyright = '2019, Mike Watts'
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author = 'Mike Watts'
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project = "recnn"
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copyright = "2019, Mike Watts"
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author = "Mike Watts"
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# The full version, including alpha/beta/rc tags
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release = '0.1'
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release = "0.1"
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# -- General configuration ---------------------------------------------------
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# Add any Sphinx extension module names here, as strings. They can be
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# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
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# ones.
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extensions = ['sphinx.ext.autodoc', 'sphinx_rtd_theme',]
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extensions = [
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"sphinx.ext.autodoc",
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"sphinx_rtd_theme",
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]
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# Add any paths that contain templates here, relative to this directory.
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templates_path = ['_templates']
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templates_path = ["_templates"]
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# List of patterns, relative to source directory, that match files and
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# directories to ignore when looking for source files.
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# The theme to use for HTML and HTML Help pages. See the documentation for
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# a list of builtin themes.
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#
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html_theme = 'sphinx_rtd_theme'
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master_doc = 'index'
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html_theme = "sphinx_rtd_theme"
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master_doc = "index"
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# Add any paths that contain custom static files (such as style sheets) here,
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# relative to this directory. They are copied after the builtin static files,
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# so a file named "default.css" will overwrite the builtin "default.css".
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html_static_path = ['_static']
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html_static_path = ["_static"]

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