From 07a4e7d226e5df289b0249bf3925ae0e80715055 Mon Sep 17 00:00:00 2001 From: Donal Byrne Date: Sun, 22 Mar 2020 15:38:55 +0000 Subject: [PATCH 01/35] Example: Simple RL example using DQN/Lightning * DQN RL Agent using Lightning * Uses Iterable Dataset for Replay Buffer * Buffer is populated by agent as training is carried out, updating the dataset --- pl_examples/domain_templates/dqn.py | 263 ++++++++++++++++++++++++++++ 1 file changed, 263 insertions(+) create mode 100644 pl_examples/domain_templates/dqn.py diff --git a/pl_examples/domain_templates/dqn.py b/pl_examples/domain_templates/dqn.py new file mode 100644 index 0000000000000..d2723defcb467 --- /dev/null +++ b/pl_examples/domain_templates/dqn.py @@ -0,0 +1,263 @@ +from typing import Tuple, OrderedDict, List + +import pytorch_lightning as pl +import argparse +import gym +import numpy as np +import collections + +import torch +import torch.nn as nn +import torch.optim as optim +from torch.optim import Optimizer +from torch.utils.data import DataLoader +from torch.utils.data.dataset import IterableDataset + + +class DQN(nn.Module): + """ Simple MLP network""" + def __init__(self, obs_size, n_actions, hidden_size=128): + super(DQN, self).__init__() + self.net = nn.Sequential( + nn.Linear(obs_size[0], hidden_size), + nn.ReLU(), + nn.Linear(hidden_size, n_actions) + ) + + def forward(self, x): + return self.net(x.float()) + + +# Named tuple for storing experience steps gathered in training +Experience = collections.namedtuple( + 'Experience', field_names=['state', 'action', 'reward', + 'done', 'new_state']) + + +class ExperienceBuffer: + """Replay Buffer for storing past experiences allowing the agent to learn from them""" + def __init__(self, capacity: int) -> None: + self.buffer = collections.deque(maxlen=capacity) + + def __len__(self) -> None: + return len(self.buffer) + + def append(self, experience: Experience) -> None: + self.buffer.append(experience) + + def sample(self, batch_size: int) -> Tuple: + indices = np.random.choice(len(self.buffer), batch_size, replace=False) + states, actions, rewards, dones, next_states = zip(*[self.buffer[idx] for idx in indices]) + + return (np.array(states), np.array(actions), np.array(rewards, dtype=np.float32), + np.array(dones, dtype=np.bool), np.array(next_states)) + + +class RLDataset(IterableDataset): + """ + Iterable Dataset containing the ExperienceBuffer + which will be updated with new experiences during training + """ + def __init__(self, buffer: ExperienceBuffer, sample_size: int = 200) -> None: + self.buffer = buffer + self.sample_size = sample_size + + def __iter__(self) -> Tuple: + states, actions, rewards, dones, new_states = self.buffer.sample(self.sample_size) + for i in range(len(dones)): + yield states[i], actions[i], rewards[i], dones[i], new_states[i] + + +class Agent: + """ + Base Agent class handeling the interaction with the environment + """ + def __init__(self, env: gym.Env, exp_buffer: ExperienceBuffer) -> None: + self.env = env + self.exp_buffer = exp_buffer + self.reset() + self.state = self.env.reset() + + def reset(self) -> None: + self.state = self.env.reset() + + def get_action(self, net: nn.Module, epsilon: float, device: str) -> int: + """ + Using the given network, decide what action to carry out + using an epsilon-greedy policy + """ + if np.random.random() < epsilon: + action = self.env.action_space.sample() + else: + state_a = np.array([self.state], copy=False) + state_v = torch.tensor(state_a) + if device not in ['cpu']: + state_v = state_v.cuda(device) + + q_vals_v = net(state_v) + _, act_v = torch.max(q_vals_v, dim=1) + action = int(act_v.item()) + + return action + + @torch.no_grad() + def play_step(self, net: nn.Module, epsilon: float = 0.0, device: str = 'cpu') -> Tuple[float, bool]: + """Carries out a single interaction step between the agent and the environment""" + + action = self.get_action(net, epsilon, device) + + # do step in the environment + new_state, reward, is_done, _ = self.env.step(action) + + exp = Experience(self.state, action, reward, + is_done, new_state) + self.exp_buffer.append(exp) + + self.state = new_state + if is_done: + self.reset() + return reward, is_done + + +class DQNLightning(pl.LightningModule): + """ Basic DQN Model """ + + def __init__(self, hparams) -> None: + super().__init__() + self.hparams = hparams + self.env = gym.make(self.hparams.env) + self.net = DQN(self.env.observation_space.shape, + self.env.action_space.n) + self.tgt_net = DQN(self.env.observation_space.shape, + self.env.action_space.n) + self.buffer = ExperienceBuffer(self.hparams.replay_size) + self.agent = Agent(self.env, self.buffer) + self.total_reward = 0 + self.episode_reward = 0 + self.populate(self.hparams.warm_start_steps) + + def populate(self, steps: int = 1000) -> None: + """ + Carries out several random steps through the environment to initially fill + up the replay buffer with experiences + """ + for i in range(steps): + self.agent.play_step(self.net, epsilon=1.0) + + def forward(self, x: torch.Tensor) -> torch.Tensor: + """ + Passes in a state x through the network and gets an action as an output + """ + if isinstance(x, list): + x = x[0] + output = self.net(x) + return output + + def dqn_mse_loss(self, batch) -> torch.Tensor: + """ + Calculates the mse loss using a mini batch from the replay buffer + """ + states, actions, rewards, dones, next_states = batch + + state_action_values = self.net(states).gather( + 1, actions.unsqueeze(-1)).squeeze(-1) + with torch.no_grad(): + next_state_values = self.tgt_net(next_states).max(1)[0] + next_state_values[dones] = 0.0 + next_state_values = next_state_values.detach() + + expected_state_action_values = next_state_values * self.hparams.gamma + rewards + return nn.MSELoss()(state_action_values, + expected_state_action_values) + + def training_step(self, batch, nb_batch) -> OrderedDict: + """ Carries out a single step through the environment to update the replay buffer. + Then calculates loss based on the minibatch recieved""" + device = self.get_device(batch) + epsilon = max(self.hparams.eps_end, self.hparams.eps_start - + self.global_step + 1 / self.hparams.eps_last_frame) + + # step through environment with agent + reward, done = self.agent.play_step(self.net, epsilon, device) + self.episode_reward += reward + + # calculates training loss + loss = self.dqn_mse_loss(batch) + + if self.trainer.use_dp or self.trainer.use_ddp2: + loss = loss.unsqueeze(0) + + if done: + self.total_reward = self.episode_reward + self.episode_reward = 0 + + # Soft update of target network + if self.global_step % self.hparams.sync_rate == 0: + self.tgt_net.load_state_dict(self.net.state_dict()) + + log = {'total_reward': torch.tensor(self.total_reward).to(device), + 'reward': torch.tensor(reward).to(device), + 'steps': torch.tensor(self.global_step).to(device)} + + return collections.OrderedDict({'loss': loss, 'log': log, 'progress_bar': log}) + + def configure_optimizers(self) -> List[Optimizer]: + """ Initialize Adam optimizer""" + optimizer = optim.Adam(self.net.parameters(), lr=self.hparams.lr) + return [optimizer] + + def __dataloader(self) -> DataLoader: + """Initialize the Replay Buffer dataset used for retrieving experiences""" + dataset = RLDataset(self.buffer, self.hparams.episode_length) + dataloader = DataLoader(dataset=dataset, + batch_size=self.hparams.batch_size, + sampler=None + ) + return dataloader + + def train_dataloader(self) -> DataLoader: + """Get train loader""" + return self.__dataloader() + + def get_device(self, batch) -> str: + """Retrieve device currently being used by minibatch""" + if self.on_gpu: + device = batch[0].device.index + else: + device = 'cpu' + + return device + + +def main(hparams) -> None: + model = DQNLightning(hparams) + + trainer = pl.Trainer(gpus=1, distributed_backend='dp', early_stop_callback=False, val_check_interval=100) + + trainer.fit(model) + + +if __name__ == '__main__': + torch.manual_seed(0) + np.random.seed(0) + + parser = argparse.ArgumentParser() + parser.add_argument("--batch_size", type=int, default=16, help="size of the batches") + parser.add_argument("--lr", type=float, default=1e-2, help="learning rate") + parser.add_argument("--env", type=str, default="CartPole-v0", help="gym environment tag") + parser.add_argument("--gamma", type=float, default=0.99, help="discount factor") + parser.add_argument("--sync_rate", type=int, default=10, help="how many frames do we update the target network") + parser.add_argument("--replay_size", type=int, default=1000, + help="capacity of the replay buffer") + parser.add_argument("--warm_start_size", type=int, default=1000, + help="how many samples do we use to fill our buffer at the start of training") + parser.add_argument("--eps_last_frame", type=int, default=1000, help="what frame should epsilon stop decaying") + parser.add_argument("--eps_start", type=float, default=1.0, help="starting value of epsilon") + parser.add_argument("--eps_end", type=float, default=0.01, help="final value of epsilon") + parser.add_argument("--episode_length", type=int, default=200, help="max length of an episode") + parser.add_argument("--max_episode_reward", type=int, default=200, help="max episode reward in the environment") + parser.add_argument("--warm_start_steps", type=int, default=1000, help="max episode reward in the environment") + + args = parser.parse_args() + + main(args) From 05cf5acff49513ecef5664dbbf41db9911d9ed83 Mon Sep 17 00:00:00 2001 From: Donal Byrne Date: Mon, 23 Mar 2020 07:37:51 +0000 Subject: [PATCH 02/35] Applied autopep8 fixes --- pl_examples/domain_templates/dqn.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/pl_examples/domain_templates/dqn.py b/pl_examples/domain_templates/dqn.py index d2723defcb467..67790a9697511 100644 --- a/pl_examples/domain_templates/dqn.py +++ b/pl_examples/domain_templates/dqn.py @@ -16,6 +16,7 @@ class DQN(nn.Module): """ Simple MLP network""" + def __init__(self, obs_size, n_actions, hidden_size=128): super(DQN, self).__init__() self.net = nn.Sequential( @@ -36,6 +37,7 @@ def forward(self, x): class ExperienceBuffer: """Replay Buffer for storing past experiences allowing the agent to learn from them""" + def __init__(self, capacity: int) -> None: self.buffer = collections.deque(maxlen=capacity) @@ -58,6 +60,7 @@ class RLDataset(IterableDataset): Iterable Dataset containing the ExperienceBuffer which will be updated with new experiences during training """ + def __init__(self, buffer: ExperienceBuffer, sample_size: int = 200) -> None: self.buffer = buffer self.sample_size = sample_size @@ -72,6 +75,7 @@ class Agent: """ Base Agent class handeling the interaction with the environment """ + def __init__(self, env: gym.Env, exp_buffer: ExperienceBuffer) -> None: self.env = env self.exp_buffer = exp_buffer From fc9f31da5d98e0206e5ea5ed53e216240a029072 Mon Sep 17 00:00:00 2001 From: Donal Byrne Date: Wed, 25 Mar 2020 08:11:50 +0000 Subject: [PATCH 03/35] * Updated line length from 120 to 110 --- pl_examples/domain_templates/dqn.py | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/pl_examples/domain_templates/dqn.py b/pl_examples/domain_templates/dqn.py index 67790a9697511..426d0743cc360 100644 --- a/pl_examples/domain_templates/dqn.py +++ b/pl_examples/domain_templates/dqn.py @@ -250,17 +250,21 @@ def main(hparams) -> None: parser.add_argument("--lr", type=float, default=1e-2, help="learning rate") parser.add_argument("--env", type=str, default="CartPole-v0", help="gym environment tag") parser.add_argument("--gamma", type=float, default=0.99, help="discount factor") - parser.add_argument("--sync_rate", type=int, default=10, help="how many frames do we update the target network") + parser.add_argument("--sync_rate", type=int, default=10, + help="how many frames do we update the target network") parser.add_argument("--replay_size", type=int, default=1000, help="capacity of the replay buffer") parser.add_argument("--warm_start_size", type=int, default=1000, help="how many samples do we use to fill our buffer at the start of training") - parser.add_argument("--eps_last_frame", type=int, default=1000, help="what frame should epsilon stop decaying") + parser.add_argument("--eps_last_frame", type=int, default=1000, + help="what frame should epsilon stop decaying") parser.add_argument("--eps_start", type=float, default=1.0, help="starting value of epsilon") parser.add_argument("--eps_end", type=float, default=0.01, help="final value of epsilon") parser.add_argument("--episode_length", type=int, default=200, help="max length of an episode") - parser.add_argument("--max_episode_reward", type=int, default=200, help="max episode reward in the environment") - parser.add_argument("--warm_start_steps", type=int, default=1000, help="max episode reward in the environment") + parser.add_argument("--max_episode_reward", type=int, default=200, + help="max episode reward in the environment") + parser.add_argument("--warm_start_steps", type=int, default=1000, + help="max episode reward in the environment") args = parser.parse_args() From cafea479289a235ec9016fbd3a08d530be14aade Mon Sep 17 00:00:00 2001 From: Donal Byrne Date: Wed, 25 Mar 2020 10:45:04 +0000 Subject: [PATCH 04/35] Update pl_examples/domain_templates/dqn.py simplify get_device method Co-Authored-By: Jirka Borovec --- pl_examples/domain_templates/dqn.py | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/pl_examples/domain_templates/dqn.py b/pl_examples/domain_templates/dqn.py index 426d0743cc360..48d1497a02a2d 100644 --- a/pl_examples/domain_templates/dqn.py +++ b/pl_examples/domain_templates/dqn.py @@ -225,12 +225,7 @@ def train_dataloader(self) -> DataLoader: def get_device(self, batch) -> str: """Retrieve device currently being used by minibatch""" - if self.on_gpu: - device = batch[0].device.index - else: - device = 'cpu' - - return device + return batch[0].device.index if self.on_gpu else 'cpu' def main(hparams) -> None: From 606f1f21b6bd06ef64bd649e6c2153b9eb91c16c Mon Sep 17 00:00:00 2001 From: Donal Byrne Date: Wed, 25 Mar 2020 10:45:37 +0000 Subject: [PATCH 05/35] Update pl_examples/domain_templates/dqn.py Re-ordered imports Co-Authored-By: Jirka Borovec --- pl_examples/domain_templates/dqn.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/pl_examples/domain_templates/dqn.py b/pl_examples/domain_templates/dqn.py index 48d1497a02a2d..ff5015d2bb62d 100644 --- a/pl_examples/domain_templates/dqn.py +++ b/pl_examples/domain_templates/dqn.py @@ -1,11 +1,10 @@ from typing import Tuple, OrderedDict, List -import pytorch_lightning as pl import argparse -import gym -import numpy as np import collections +import gym +import numpy as np import torch import torch.nn as nn import torch.optim as optim @@ -13,6 +12,8 @@ from torch.utils.data import DataLoader from torch.utils.data.dataset import IterableDataset +import pytorch_lightning as pl + class DQN(nn.Module): """ Simple MLP network""" From 45d671a4a81788b9d97fd6b47763816926e58e95 Mon Sep 17 00:00:00 2001 From: Jirka Borovec Date: Wed, 25 Mar 2020 12:46:27 +0100 Subject: [PATCH 06/35] CI: split tests-examples (#990) * CI: split tests-examples * tests without template * comment depends * CircleCI typo * add doctest * update test req. * CI tests * setup macOS * longer train * lover pred acc * fix model * rename default model * lower tests acc * typo * imports * fix test optimizer * update calls * fix Win * lower Drone image * fix call * pytorch image * fix test * add dev image * add dev image * update image * drone volume * lint * update test notes * rename tests/models >> tests/base * group models * conftest * optim imports * typos * fix import * fix tests * install AMP * tests * fix import --- .circleci/config.yml | 25 ++++++-- .drone.yml | 6 +- .github/workflows/ci-testing.yml | 10 +++- .markdownlint.yml | 2 - .run_local_tests.sh | 4 +- environment.yml | 2 + .../lightning_module_template.py | 19 ++++++- .../models/unet/model.py | 6 +- pytorch_lightning/core/lightning.py | 2 +- requirements-extra.txt | 2 + requirements.txt | 2 + setup.cfg | 10 +++- tests/Dockerfile | 7 +++ tests/README.md | 8 +-- tests/base/__init__.py | 57 +++++++++++++++++++ tests/{models => base}/debug.py | 2 +- tests/{models => base}/mixins.py | 0 tests/{models/base.py => base/models.py} | 40 +------------ tests/{models => base}/utils.py | 27 ++++----- tests/install_AMP.sh | 9 +++ tests/loggers/test_base.py | 10 ++-- tests/loggers/test_comet.py | 8 +-- tests/loggers/test_mlflow.py | 6 +- tests/loggers/test_neptune.py | 9 ++- tests/loggers/test_tensorboard.py | 6 +- tests/loggers/test_test_tube.py | 12 ++-- tests/loggers/test_trains.py | 8 +-- tests/loggers/test_wandb.py | 2 +- tests/models/__init__.py | 57 ------------------- tests/{ => models}/test_amp.py | 20 +++---- .../test_cpu.py} | 42 +++++++------- .../test_gpu.py} | 28 ++++----- .../test_restore.py} | 28 ++++----- tests/requirements.txt | 7 ++- tests/test_deprecated.py | 6 +- tests/trainer/test_callbacks.py | 9 +-- tests/trainer/test_dataloaders.py | 26 ++++----- tests/trainer/test_optimizers.py | 18 ++---- tests/trainer/test_trainer.py | 34 +++++------ tests/trainer/test_trainer_cli.py | 4 +- 40 files changed, 298 insertions(+), 282 deletions(-) delete mode 100644 .markdownlint.yml create mode 100644 tests/Dockerfile create mode 100644 tests/base/__init__.py rename tests/{models => base}/debug.py (94%) rename tests/{models => base}/mixins.py (100%) rename tests/{models/base.py => base/models.py} (78%) rename tests/{models => base}/utils.py (91%) create mode 100644 tests/install_AMP.sh rename tests/{ => models}/test_amp.py (89%) rename tests/{test_cpu_models.py => models/test_cpu.py} (91%) rename tests/{test_gpu_models.py => models/test_gpu.py} (95%) rename tests/{test_restore_models.py => models/test_restore.py} (93%) diff --git a/.circleci/config.yml b/.circleci/config.yml index d13c73e0a9d50..22d6981b5bd44 100755 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -11,7 +11,6 @@ references: name: Install Dependences command: | pip install "$TORCH_VERSION" --user - # this is temporal fix til test-tube is not merged and released pip install -r requirements.txt --user sudo pip install pytest pytest-cov pytest-flake8 pip install -r ./tests/requirements.txt --user @@ -21,7 +20,16 @@ references: name: Testing command: | python --version ; pip --version ; pip list - py.test pytorch_lightning tests pl_examples -v --doctest-modules --junitxml=test-reports/pytest_junit.xml + py.test pytorch_lightning tests -v --doctest-modules --junitxml=test-reports/pytest_junit.xml + no_output_timeout: 15m + + examples: &examples + run: + name: PL Examples + command: | + pip install -r ./pl_examples/requirements.txt --user + python --version ; pip --version ; pip list + py.test pl_examples -v --doctest-modules --junitxml=test-reports/pytest_junit.xml no_output_timeout: 15m install_pkg: &install_pkg @@ -84,10 +92,8 @@ jobs: - TORCH_VERSION: "torch" steps: &steps - checkout - - *install_deps - *tests - - store_test_results: path: test-reports - store_artifacts: @@ -121,6 +127,16 @@ jobs: - TORCH_VERSION: "torch>=1.4, <1.5" steps: *steps + Examples: + docker: + - image: circleci/python:3.7 + environment: + - TORCH_VERSION: "torch" + steps: + - checkout + - *install_deps + - *examples + Install-pkg: docker: - image: circleci/python:3.7 @@ -141,3 +157,4 @@ workflows: - PyTorch-v1.3 - PyTorch-v1.4 - Install-pkg + - Examples diff --git a/.drone.yml b/.drone.yml index 43cba1e780c96..53138df6bac16 100644 --- a/.drone.yml +++ b/.drone.yml @@ -6,7 +6,7 @@ name: torch-GPU steps: - name: testing - image: nvcr.io/nvidia/pytorch:20.02-py3 + image: pytorch/pytorch:1.4-cuda10.1-cudnn7-runtime environment: SLURM_LOCALID: 0 CODECOV_TOKEN: @@ -16,12 +16,12 @@ steps: - pip install pip -U - pip --version - nvidia-smi - #- pip install torch==1.3 + - bash ./tests/install_AMP.sh - pip install -r requirements.txt --user - pip install coverage pytest pytest-cov pytest-flake8 codecov - pip install -r ./tests/requirements.txt --user - pip list - python -c "import torch ; print(' & '.join([torch.cuda.get_device_name(i) for i in range(torch.cuda.device_count())]) if torch.cuda.is_available() else 'only CPU')" - - coverage run --source pytorch_lightning -m py.test pytorch_lightning tests pl_examples -v --doctest-modules # --flake8 + - coverage run --source pytorch_lightning -m py.test pytorch_lightning tests -v --doctest-modules # --flake8 - coverage report - codecov --token $CODECOV_TOKEN # --pr $DRONE_PULL_REQUEST --build $DRONE_BUILD_NUMBER --branch $DRONE_BRANCH --commit $DRONE_COMMIT --tag $DRONE_TAG diff --git a/.github/workflows/ci-testing.yml b/.github/workflows/ci-testing.yml index 6371e9e4b58eb..2e4c00cba5b21 100644 --- a/.github/workflows/ci-testing.yml +++ b/.github/workflows/ci-testing.yml @@ -23,7 +23,7 @@ jobs: python-version: [3.6, 3.7] requires: ['minimal', 'latest'] - # https://stackoverflow.com/a/59076067/4521646 + # Timeout: https://stackoverflow.com/a/59076067/4521646 timeout-minutes: 20 steps: - uses: actions/checkout@v2 @@ -32,6 +32,12 @@ jobs: with: python-version: ${{ matrix.python-version }} + # Github Actions: Run step on specific OS: https://stackoverflow.com/a/57948488/4521646 + - name: Setup macOS + if: runner.os == 'macOS' + run: | + brew install libomp # https://github.com/pytorch/pytorch/issues/20030 + - name: Set min. dependencies if: matrix.requires == 'minimal' run: | @@ -71,7 +77,7 @@ jobs: run: | # tox --sitepackages # flake8 . - coverage run --source pytorch_lightning -m py.test pytorch_lightning tests pl_examples -v --doctest-modules --junitxml=junit/test-results-${{ runner.os }}-${{ matrix.python-version }}.xml + coverage run --source pytorch_lightning -m py.test pytorch_lightning tests -v --doctest-modules --junitxml=junit/test-results-${{ runner.os }}-${{ matrix.python-version }}.xml coverage report - name: Upload pytest test results diff --git a/.markdownlint.yml b/.markdownlint.yml deleted file mode 100644 index bc310daa64734..0000000000000 --- a/.markdownlint.yml +++ /dev/null @@ -1,2 +0,0 @@ -MD013: false # headers with the same names -MD024: false # line length diff --git a/.run_local_tests.sh b/.run_local_tests.sh index ce2a92081986c..20fe84ff22fcf 100644 --- a/.run_local_tests.sh +++ b/.run_local_tests.sh @@ -12,5 +12,5 @@ rm -rf ./tests/cometruns* rm -rf ./tests/wandb* rm -rf ./tests/tests/* rm -rf ./lightning_logs -coverage run --source pytorch_lightning -m py.test pytorch_lightning tests pl_examples -v --doctest-modules --flake8 -coverage report -m +python -m coverage run --source pytorch_lightning -m py.test pytorch_lightning tests pl_examples -v --doctest-modules --flake8 +python -m coverage report -m diff --git a/environment.yml b/environment.yml index 1aa7c8f14820e..80b3fca2feee9 100644 --- a/environment.yml +++ b/environment.yml @@ -1,4 +1,6 @@ +# This is Conda environment file # Usage: `conda env update -f environment.yml` + channels: - conda-forge - pytorch diff --git a/pl_examples/basic_examples/lightning_module_template.py b/pl_examples/basic_examples/lightning_module_template.py index 1880bffa7b7ea..effd750de5fb9 100644 --- a/pl_examples/basic_examples/lightning_module_template.py +++ b/pl_examples/basic_examples/lightning_module_template.py @@ -19,7 +19,24 @@ class LightningTemplateModel(LightningModule): """ - Sample model to show how to define a template + Sample model to show how to define a template. + + Example: + + >>> # define simple Net for MNIST dataset + >>> params = dict( + ... drop_prob=0.2, + ... batch_size=2, + ... in_features=28 * 28, + ... learning_rate=0.001 * 8, + ... optimizer_name='adam', + ... data_root='./datasets', + ... out_features=10, + ... hidden_dim=1000, + ... ) + >>> from argparse import Namespace + >>> hparams = Namespace(**params) + >>> model = LightningTemplateModel(hparams) """ def __init__(self, hparams): diff --git a/pl_examples/full_examples/semantic_segmentation/models/unet/model.py b/pl_examples/full_examples/semantic_segmentation/models/unet/model.py index 36890aa95c9c0..484c6982c7c01 100644 --- a/pl_examples/full_examples/semantic_segmentation/models/unet/model.py +++ b/pl_examples/full_examples/semantic_segmentation/models/unet/model.py @@ -9,9 +9,9 @@ class UNet(nn.Module): Link - https://arxiv.org/abs/1505.04597 Parameters: - num_classes (int) - Number of output classes required (default 19 for KITTI dataset) - bilinear (bool) - Whether to use bilinear interpolation or transposed - convolutions for upsampling. + num_classes (int) - Number of output classes required (default 19 for KITTI dataset) + bilinear (bool) - Whether to use bilinear interpolation or transposed + convolutions for upsampling. ''' def __init__(self, num_classes=19, bilinear=False): diff --git a/pytorch_lightning/core/lightning.py b/pytorch_lightning/core/lightning.py index 38a4953cbbc2e..2a67d32748c42 100644 --- a/pytorch_lightning/core/lightning.py +++ b/pytorch_lightning/core/lightning.py @@ -7,8 +7,8 @@ from typing import Any, Callable, Dict, List, Optional, Tuple, Union import torch -from torch import Tensor import torch.distributed as torch_distrib +from torch import Tensor from torch.nn.parallel import DistributedDataParallel from torch.optim import Adam from torch.optim.optimizer import Optimizer diff --git a/requirements-extra.txt b/requirements-extra.txt index c3d1d6b28ce64..a1c3c9b3cbe56 100644 --- a/requirements-extra.txt +++ b/requirements-extra.txt @@ -1,3 +1,5 @@ +# extended list of package dependencies to reach full functionality + neptune-client>=0.4.4 comet-ml>=1.0.56 mlflow>=1.0.0 diff --git a/requirements.txt b/requirements.txt index 6d99913a60f4d..81441b367e36c 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,3 +1,5 @@ +# the default package dependencies + tqdm>=4.41.0 numpy>=1.16.4 torch>=1.1 diff --git a/setup.cfg b/setup.cfg index 264706053ec51..1db2a9720507f 100644 --- a/setup.cfg +++ b/setup.cfg @@ -5,7 +5,7 @@ norecursedirs = build python_files = test_*.py -doctest_plus = disabled +# doctest_plus = disabled addopts = --strict markers = slow @@ -41,7 +41,7 @@ ignore = # setup.cfg or tox.ini [check-manifest] ignore = - .travis.yml + *.yml tox.ini .github .github/* @@ -51,3 +51,9 @@ ignore = license_file = LICENSE # long_description = file:README.md # long_description_content_type = text/markdown + +[pydocstyle] +convention = pep257 +# D104, D107: Ignore missing docstrings in __init__ files and methods. +# D202: Ignore a blank line after docstring (collision with Python Black in decorators) +add-ignore = D104, D107, D202 diff --git a/tests/Dockerfile b/tests/Dockerfile new file mode 100644 index 0000000000000..d0d2f4ca5abb2 --- /dev/null +++ b/tests/Dockerfile @@ -0,0 +1,7 @@ +ARG TORCH_VERSION=1.4 +ARG CUDA_VERSION=10.1 + +FROM pytorch/pytorch:${TORCH_VERSION}-cuda${CUDA_VERSION}-cudnn7-runtime + +# Install AMP +RUN bash ./tests/install_AMP.sh diff --git a/tests/README.md b/tests/README.md index 8835ab93922eb..0773c717d97eb 100644 --- a/tests/README.md +++ b/tests/README.md @@ -13,8 +13,8 @@ To run all tests do the following: git clone https://github.com/PyTorchLightning/pytorch-lightning cd pytorch-lightning -# install module locally -pip install -e . +# install AMP support +bash tests/install_AMP.sh # install dev deps pip install -r tests/requirements.txt @@ -36,15 +36,13 @@ Make sure to run coverage on a GPU machine with at least 2 GPUs and NVIDIA apex cd pytorch-lightning # generate coverage (coverage is also installed as part of dev dependencies under tests/requirements.txt) -pip install coverage coverage run --source pytorch_lightning -m py.test pytorch_lightning tests examples -v --doctest-modules # print coverage stats coverage report -m -# exporting resulys +# exporting results coverage xml -codecov -t 17327163-8cca-4a5d-86c8-ca5f2ef700bc -v ``` diff --git a/tests/base/__init__.py b/tests/base/__init__.py new file mode 100644 index 0000000000000..1e68469871d25 --- /dev/null +++ b/tests/base/__init__.py @@ -0,0 +1,57 @@ +"""Models for testing.""" + +import torch + +from tests.base.models import TestModelBase, DictHparamsModel +from tests.base.mixins import ( + LightEmptyTestStep, + LightValidationStepMixin, + LightValidationMixin, + LightValidationStepMultipleDataloadersMixin, + LightValidationMultipleDataloadersMixin, + LightTestStepMixin, + LightTestMixin, + LightTestStepMultipleDataloadersMixin, + LightTestMultipleDataloadersMixin, + LightTestFitSingleTestDataloadersMixin, + LightTestFitMultipleTestDataloadersMixin, + LightValStepFitSingleDataloaderMixin, + LightValStepFitMultipleDataloadersMixin, + LightTrainDataloader, + LightTestDataloader, + LightInfTrainDataloader, + LightInfValDataloader, + LightInfTestDataloader, + LightTestOptimizerWithSchedulingMixin, + LightTestMultipleOptimizersWithSchedulingMixin, + LightTestOptimizersWithMixedSchedulingMixin, + LightTestReduceLROnPlateauMixin +) + + +class LightningTestModel(LightTrainDataloader, + LightValidationMixin, + LightTestMixin, + TestModelBase): + """Most common test case. Validation and test dataloaders.""" + + def on_training_metrics(self, logs): + logs['some_tensor_to_test'] = torch.rand(1) + + +class LightningTestModelWithoutHyperparametersArg(LightningTestModel): + """ without hparams argument in constructor """ + + def __init__(self): + import tests.base.utils as tutils + + # the user loads the hparams in some other way + hparams = tutils.get_default_hparams() + super().__init__(hparams) + + +class LightningTestModelWithUnusedHyperparametersArg(LightningTestModelWithoutHyperparametersArg): + """ has hparams argument in constructor but is not used """ + + def __init__(self, hparams): + super().__init__() diff --git a/tests/models/debug.py b/tests/base/debug.py similarity index 94% rename from tests/models/debug.py rename to tests/base/debug.py index 3c200a52f2644..64f8067e274ed 100644 --- a/tests/models/debug.py +++ b/tests/base/debug.py @@ -7,7 +7,7 @@ # from test_models import assert_ok_test_acc, load_model, \ -# clear_save_dir, get_test_tube_logger, get_hparams, init_save_dir, \ +# clear_save_dir, get_default_testtube_logger, get_default_hparams, init_save_dir, \ # init_checkpoint_callback, reset_seed, set_random_master_port diff --git a/tests/models/mixins.py b/tests/base/mixins.py similarity index 100% rename from tests/models/mixins.py rename to tests/base/mixins.py diff --git a/tests/models/base.py b/tests/base/models.py similarity index 78% rename from tests/models/base.py rename to tests/base/models.py index 0e8e60392fdea..2b9fc27fb0715 100644 --- a/tests/models/base.py +++ b/tests/base/models.py @@ -1,5 +1,6 @@ import os from collections import OrderedDict +from typing import Dict import torch import torch.nn as nn @@ -8,7 +9,6 @@ from torch.utils.data import DataLoader from torchvision import transforms from torchvision.datasets import MNIST -from typing import Dict try: from test_tube import HyperOptArgumentParser @@ -174,9 +174,8 @@ def configure_optimizers(self): optimizer = optim.LBFGS(self.parameters(), lr=self.hparams.learning_rate) else: optimizer = optim.Adam(self.parameters(), lr=self.hparams.learning_rate) - - # test returning only 1 list instead of 2 - return optimizer + scheduler = optim.lr_scheduler.CosineAnnealingLR(optimizer, T_max=10) + return [optimizer], [scheduler] def prepare_data(self): transform = transforms.Compose([transforms.ToTensor(), @@ -201,36 +200,3 @@ def _dataloader(self, train): ) return loader - - @staticmethod - def add_model_specific_args(parent_parser, root_dir): # pragma: no-cover - """ - Parameters you define here will be available to your model through self.hparams - :param parent_parser: - :param root_dir: - :return: - """ - parser = HyperOptArgumentParser(strategy=parent_parser.strategy, parents=[parent_parser]) - - # param overwrites - # parser.set_defaults(gradient_clip_val=5.0) - - # network params - parser.opt_list('--drop_prob', default=0.2, options=[0.2, 0.5], type=float, tunable=False) - parser.add_argument('--in_features', default=28 * 28, type=int) - parser.add_argument('--out_features', default=10, type=int) - # use 500 for CPU, 50000 for GPU to see speed difference - parser.add_argument('--hidden_dim', default=50000, type=int) - # data - parser.add_argument('--data_root', default=os.path.join(root_dir, 'mnist'), type=str) - # training params (opt) - parser.opt_list('--learning_rate', default=0.001 * 8, type=float, - options=[0.0001, 0.0005, 0.001, 0.005], tunable=False) - parser.opt_list('--optimizer_name', default='adam', type=str, - options=['adam'], tunable=False) - # if using 2 nodes with 4 gpus each the batch size here - # (256) will be 256 / (2*8) = 16 per gpu - parser.opt_list('--batch_size', default=256 * 8, type=int, - options=[32, 64, 128, 256], tunable=False, - help='batch size will be divided over all GPUs being used across all nodes') - return parser diff --git a/tests/models/utils.py b/tests/base/utils.py similarity index 91% rename from tests/models/utils.py rename to tests/base/utils.py index 2f971162fcf5b..c6b8e3ceaf67a 100644 --- a/tests/models/utils.py +++ b/tests/base/utils.py @@ -5,11 +5,11 @@ import numpy as np import torch -from pl_examples import LightningTemplateModel +# from pl_examples import LightningTemplateModel from pytorch_lightning import Trainer from pytorch_lightning.callbacks import ModelCheckpoint from pytorch_lightning.loggers import TestTubeLogger, TensorBoardLogger -from tests.models import LightningTestModel +from tests.base import LightningTestModel # generate a list of random seeds for each test RANDOM_PORTS = list(np.random.randint(12000, 19000, 1000)) @@ -21,7 +21,7 @@ def run_model_test_no_loggers(trainer_options, model, min_acc=0.50): - save_dir = trainer_options['default_save_path'] + # save_dir = trainer_options['default_save_path'] # fit model trainer = Trainer(**trainer_options) @@ -53,7 +53,7 @@ def run_model_test(trainer_options, model, on_gpu=True): save_dir = trainer_options['default_save_path'] # logger file to get meta - logger = get_test_tube_logger(save_dir, False) + logger = get_default_testtube_logger(save_dir, False) # logger file to get weights checkpoint = init_checkpoint_callback(logger) @@ -89,7 +89,7 @@ def run_model_test(trainer_options, model, on_gpu=True): trainer.hpc_load(save_dir, on_gpu=on_gpu) -def get_hparams(continue_training=False, hpc_exp_number=0): +def get_default_hparams(continue_training=False, hpc_exp_number=0): tests_dir = os.path.dirname(os.path.dirname(os.path.realpath(__file__))) args = { @@ -111,22 +111,19 @@ def get_hparams(continue_training=False, hpc_exp_number=0): return hparams -def get_model(use_test_model=False, lbfgs=False): +def get_default_model(lbfgs=False): # set up model with these hyperparams - hparams = get_hparams() + hparams = get_default_hparams() if lbfgs: setattr(hparams, 'optimizer_name', 'lbfgs') setattr(hparams, 'learning_rate', 0.002) - if use_test_model: - model = LightningTestModel(hparams) - else: - model = LightningTemplateModel(hparams) + model = LightningTestModel(hparams) return model, hparams -def get_test_tube_logger(save_dir, debug=True, version=None): +def get_default_testtube_logger(save_dir, debug=True, version=None): # set up logger object without actually saving logs logger = TestTubeLogger(save_dir, name='lightning_logs', debug=debug, version=version) return logger @@ -150,7 +147,7 @@ def get_data_path(expt_logger, path_dir=None): return path_expt -def load_model(exp, root_weights_dir, module_class=LightningTemplateModel, path_expt=None): +def load_model(exp, root_weights_dir, module_class=LightningTestModel, path_expt=None): # load trained model path_expt_dir = get_data_path(exp, path_dir=path_expt) tags_path = os.path.join(path_expt_dir, TensorBoardLogger.NAME_CSV_TAGS) @@ -168,7 +165,7 @@ def load_model(exp, root_weights_dir, module_class=LightningTemplateModel, path_ return trained_model -def load_model_from_checkpoint(root_weights_dir, module_class=LightningTemplateModel): +def load_model_from_checkpoint(root_weights_dir, module_class=LightningTestModel): # load trained model checkpoints = [x for x in os.listdir(root_weights_dir) if '.ckpt' in x] weights_dir = os.path.join(root_weights_dir, checkpoints[0]) @@ -182,7 +179,7 @@ def load_model_from_checkpoint(root_weights_dir, module_class=LightningTemplateM return trained_model -def run_prediction(dataloader, trained_model, dp=False, min_acc=0.45): +def run_prediction(dataloader, trained_model, dp=False, min_acc=0.35): # run prediction on 1 batch for batch in dataloader: break diff --git a/tests/install_AMP.sh b/tests/install_AMP.sh new file mode 100644 index 0000000000000..2c56bb25b742b --- /dev/null +++ b/tests/install_AMP.sh @@ -0,0 +1,9 @@ +#!/usr/bin/env bash + +ROOT=$PWD +git clone https://github.com/NVIDIA/apex +cd apex +pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./ +pip install -v --no-cache-dir ./ +cd $ROOT +rm -rf apex diff --git a/tests/loggers/test_base.py b/tests/loggers/test_base.py index 6f386ed39b55c..9217e1c27de9c 100644 --- a/tests/loggers/test_base.py +++ b/tests/loggers/test_base.py @@ -1,10 +1,10 @@ import pickle from unittest.mock import MagicMock -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer from pytorch_lightning.loggers import LightningLoggerBase, rank_zero_only, LoggerCollection -from tests.models import LightningTestModel +from tests.base import LightningTestModel def test_logger_collection(): @@ -57,7 +57,7 @@ def version(self): def test_custom_logger(tmpdir): - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) logger = CustomLogger() @@ -78,7 +78,7 @@ def test_custom_logger(tmpdir): def test_multiple_loggers(tmpdir): - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) logger1 = CustomLogger() @@ -137,7 +137,7 @@ def decorated(metrics, step): return decorated - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() model.validation_epoch_end = _validation_end trainer_options = dict( max_epochs=4, diff --git a/tests/loggers/test_comet.py b/tests/loggers/test_comet.py index 69f434c06e7ed..1aaf4cb7fd62f 100644 --- a/tests/loggers/test_comet.py +++ b/tests/loggers/test_comet.py @@ -5,11 +5,11 @@ import pytest import torch -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer from pytorch_lightning.loggers import CometLogger from pytorch_lightning.utilities.debugging import MisconfigurationException -from tests.models import LightningTestModel +from tests.base import LightningTestModel def test_comet_logger(tmpdir, monkeypatch): @@ -22,7 +22,7 @@ def test_comet_logger(tmpdir, monkeypatch): tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) comet_dir = os.path.join(tmpdir, 'cometruns') @@ -132,7 +132,7 @@ def test_comet_pickle(tmpdir, monkeypatch): tutils.reset_seed() - # hparams = tutils.get_hparams() + # hparams = tutils.get_default_hparams() # model = LightningTestModel(hparams) comet_dir = os.path.join(tmpdir, 'cometruns') diff --git a/tests/loggers/test_mlflow.py b/tests/loggers/test_mlflow.py index 6e49a9fe45fb7..54e57c7dee2a2 100644 --- a/tests/loggers/test_mlflow.py +++ b/tests/loggers/test_mlflow.py @@ -1,17 +1,17 @@ import os import pickle -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer from pytorch_lightning.loggers import MLFlowLogger -from tests.models import LightningTestModel +from tests.base import LightningTestModel def test_mlflow_logger(tmpdir): """Verify that basic functionality of mlflow logger works.""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) mlflow_dir = os.path.join(tmpdir, 'mlruns') diff --git a/tests/loggers/test_neptune.py b/tests/loggers/test_neptune.py index 5c2ab5b52029a..0e586c33fcf76 100644 --- a/tests/loggers/test_neptune.py +++ b/tests/loggers/test_neptune.py @@ -1,20 +1,19 @@ import pickle - from unittest.mock import patch, MagicMock import torch -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer from pytorch_lightning.loggers import NeptuneLogger -from tests.models import LightningTestModel +from tests.base import LightningTestModel def test_neptune_logger(tmpdir): """Verify that basic functionality of neptune logger works.""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) logger = NeptuneLogger(offline_mode=True) @@ -103,7 +102,7 @@ def test_neptune_leave_open_experiment_after_fit(tmpdir): """Verify that neptune experiment was closed after training""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) def _run_training(logger): diff --git a/tests/loggers/test_tensorboard.py b/tests/loggers/test_tensorboard.py index 220cdeb59a7d7..b938be4d64b48 100644 --- a/tests/loggers/test_tensorboard.py +++ b/tests/loggers/test_tensorboard.py @@ -4,16 +4,16 @@ import pytest import torch -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer from pytorch_lightning.loggers import TensorBoardLogger -from tests.models import LightningTestModel +from tests.base import LightningTestModel def test_tensorboard_logger(tmpdir): """Verify that basic functionality of Tensorboard logger works.""" - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) logger = TensorBoardLogger(save_dir=tmpdir, name="tensorboard_logger_test") diff --git a/tests/loggers/test_test_tube.py b/tests/loggers/test_test_tube.py index 0788e0cd26130..68ac8d93ebe58 100644 --- a/tests/loggers/test_test_tube.py +++ b/tests/loggers/test_test_tube.py @@ -1,17 +1,17 @@ import pickle -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer -from tests.models import LightningTestModel +from tests.base import LightningTestModel def test_testtube_logger(tmpdir): """Verify that basic functionality of test tube logger works.""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) assert logger.name == 'lightning_logs' @@ -32,9 +32,9 @@ def test_testtube_pickle(tmpdir): """Verify that pickling a trainer containing a test tube logger works.""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) logger.log_hyperparams(hparams) logger.save() diff --git a/tests/loggers/test_trains.py b/tests/loggers/test_trains.py index 384d6be8bb080..858ac64a3ae5e 100644 --- a/tests/loggers/test_trains.py +++ b/tests/loggers/test_trains.py @@ -1,16 +1,16 @@ import pickle -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer from pytorch_lightning.loggers import TrainsLogger -from tests.models import LightningTestModel +from tests.base import LightningTestModel def test_trains_logger(tmpdir): """Verify that basic functionality of TRAINS logger works.""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) TrainsLogger.set_bypass_mode(True) TrainsLogger.set_credentials(api_host='http://integration.trains.allegro.ai:8008', @@ -36,7 +36,7 @@ def test_trains_pickle(tmpdir): """Verify that pickling trainer with TRAINS logger works.""" tutils.reset_seed() - # hparams = tutils.get_hparams() + # hparams = tutils.get_default_hparams() # model = LightningTestModel(hparams) TrainsLogger.set_bypass_mode(True) TrainsLogger.set_credentials(api_host='http://integration.trains.allegro.ai:8008', diff --git a/tests/loggers/test_wandb.py b/tests/loggers/test_wandb.py index abb49544b1ade..8e9d6c49b7165 100644 --- a/tests/loggers/test_wandb.py +++ b/tests/loggers/test_wandb.py @@ -4,7 +4,7 @@ import pytest -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer from pytorch_lightning.loggers import WandbLogger diff --git a/tests/models/__init__.py b/tests/models/__init__.py index 67206a63d0fe6..e69de29bb2d1d 100644 --- a/tests/models/__init__.py +++ b/tests/models/__init__.py @@ -1,57 +0,0 @@ -"""Models for testing.""" - -import torch - -from .base import TestModelBase, DictHparamsModel -from .mixins import ( - LightEmptyTestStep, - LightValidationStepMixin, - LightValidationMixin, - LightValidationStepMultipleDataloadersMixin, - LightValidationMultipleDataloadersMixin, - LightTestStepMixin, - LightTestMixin, - LightTestStepMultipleDataloadersMixin, - LightTestMultipleDataloadersMixin, - LightTestFitSingleTestDataloadersMixin, - LightTestFitMultipleTestDataloadersMixin, - LightValStepFitSingleDataloaderMixin, - LightValStepFitMultipleDataloadersMixin, - LightTrainDataloader, - LightTestDataloader, - LightInfTrainDataloader, - LightInfValDataloader, - LightInfTestDataloader, - LightTestOptimizerWithSchedulingMixin, - LightTestMultipleOptimizersWithSchedulingMixin, - LightTestOptimizersWithMixedSchedulingMixin, - LightTestReduceLROnPlateauMixin -) - - -class LightningTestModel(LightTrainDataloader, - LightValidationMixin, - LightTestMixin, - TestModelBase): - """Most common test case. Validation and test dataloaders.""" - - def on_training_metrics(self, logs): - logs['some_tensor_to_test'] = torch.rand(1) - - -class LightningTestModelWithoutHyperparametersArg(LightningTestModel): - """ without hparams argument in constructor """ - - def __init__(self): - import tests.models.utils as tutils - - # the user loads the hparams in some other way - hparams = tutils.get_hparams() - super().__init__(hparams) - - -class LightningTestModelWithUnusedHyperparametersArg(LightningTestModelWithoutHyperparametersArg): - """ has hparams argument in constructor but is not used """ - - def __init__(self, hparams): - super().__init__() diff --git a/tests/test_amp.py b/tests/models/test_amp.py similarity index 89% rename from tests/test_amp.py rename to tests/models/test_amp.py index 832c7ba7a8c95..13d6ff0b5848a 100644 --- a/tests/test_amp.py +++ b/tests/models/test_amp.py @@ -2,10 +2,10 @@ import pytest -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer from pytorch_lightning.utilities.debugging import MisconfigurationException -from tests.models import ( +from tests.base import ( LightningTestModel, ) @@ -17,7 +17,7 @@ def test_amp_single_gpu(tmpdir): if not tutils.can_run_gpu_test(): return - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) trainer_options = dict( @@ -40,7 +40,7 @@ def test_no_amp_single_gpu(tmpdir): if not tutils.can_run_gpu_test(): return - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) trainer_options = dict( @@ -66,7 +66,7 @@ def test_amp_gpu_ddp(tmpdir): tutils.reset_seed() tutils.set_random_master_port() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) trainer_options = dict( @@ -93,7 +93,7 @@ def test_amp_gpu_ddp_slurm_managed(tmpdir): tutils.set_random_master_port() os.environ['SLURM_LOCALID'] = str(0) - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) trainer_options = dict( @@ -105,7 +105,7 @@ def test_amp_gpu_ddp_slurm_managed(tmpdir): ) # exp file to get meta - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) # exp file to get weights checkpoint = tutils.init_checkpoint_callback(logger) @@ -136,14 +136,14 @@ def test_cpu_model_with_amp(tmpdir): trainer_options = dict( default_save_path=tmpdir, show_progress_bar=False, - logger=tutils.get_test_tube_logger(tmpdir), + logger=tutils.get_default_testtube_logger(tmpdir), max_epochs=1, train_percent_check=0.4, val_percent_check=0.4, precision=16 ) - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() with pytest.raises((MisconfigurationException, ModuleNotFoundError)): tutils.run_model_test(trainer_options, model, on_gpu=False) @@ -157,7 +157,7 @@ def test_amp_gpu_dp(tmpdir): if not tutils.can_run_gpu_test(): return - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() trainer_options = dict( default_save_path=tmpdir, max_epochs=1, diff --git a/tests/test_cpu_models.py b/tests/models/test_cpu.py similarity index 91% rename from tests/test_cpu_models.py rename to tests/models/test_cpu.py index 38fc790430fd7..f5f5095d33a6d 100644 --- a/tests/test_cpu_models.py +++ b/tests/models/test_cpu.py @@ -4,12 +4,12 @@ import pytest import torch -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer from pytorch_lightning.callbacks import ( EarlyStopping, ) -from tests.models import ( +from tests.base import ( TestModelBase, LightTrainDataloader, LightningTestModel, @@ -29,12 +29,12 @@ def test_early_stopping_cpu_model(tmpdir): overfit_pct=0.20, track_grad_norm=2, show_progress_bar=True, - logger=tutils.get_test_tube_logger(tmpdir), + logger=tutils.get_default_testtube_logger(tmpdir), train_percent_check=0.1, val_percent_check=0.1, ) - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() tutils.run_model_test(trainer_options, model, on_gpu=False) # test freeze on cpu @@ -55,7 +55,7 @@ def test_lbfgs_cpu_model(tmpdir): val_percent_check=0.2, ) - model, hparams = tutils.get_model(use_test_model=True, lbfgs=True) + model, hparams = tutils.get_default_model(lbfgs=True) tutils.run_model_test_no_loggers(trainer_options, model, min_acc=0.30) @@ -73,7 +73,7 @@ def test_default_logger_callbacks_cpu_model(tmpdir): val_percent_check=0.01, ) - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() tutils.run_model_test_no_loggers(trainer_options, model) # test freeze on cpu @@ -85,11 +85,11 @@ def test_running_test_after_fitting(tmpdir): """Verify test() on fitted model.""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) # logger file to get meta - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) # logger file to get weights checkpoint = tutils.init_checkpoint_callback(logger) @@ -97,7 +97,7 @@ def test_running_test_after_fitting(tmpdir): trainer_options = dict( default_save_path=tmpdir, show_progress_bar=False, - max_epochs=4, + max_epochs=8, train_percent_check=0.4, val_percent_check=0.2, test_percent_check=0.2, @@ -114,7 +114,7 @@ def test_running_test_after_fitting(tmpdir): trainer.test() # test we have good test accuracy - tutils.assert_ok_model_acc(trainer) + tutils.assert_ok_model_acc(trainer, thr=0.35) def test_running_test_without_val(tmpdir): @@ -124,11 +124,11 @@ def test_running_test_without_val(tmpdir): class CurrentTestModel(LightTrainDataloader, LightTestMixin, TestModelBase): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # logger file to get meta - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) # logger file to get weights checkpoint = tutils.init_checkpoint_callback(logger) @@ -204,7 +204,7 @@ def test_simple_cpu(tmpdir): """Verify continue training session on CPU.""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) # logger file to get meta @@ -230,13 +230,13 @@ def test_cpu_model(tmpdir): trainer_options = dict( default_save_path=tmpdir, show_progress_bar=False, - logger=tutils.get_test_tube_logger(tmpdir), + logger=tutils.get_default_testtube_logger(tmpdir), max_epochs=1, train_percent_check=0.4, val_percent_check=0.4 ) - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() tutils.run_model_test(trainer_options, model, on_gpu=False) @@ -251,14 +251,14 @@ def test_all_features_cpu_model(tmpdir): overfit_pct=0.20, track_grad_norm=2, show_progress_bar=False, - logger=tutils.get_test_tube_logger(tmpdir), + logger=tutils.get_default_testtube_logger(tmpdir), accumulate_grad_batches=2, max_epochs=1, train_percent_check=0.4, val_percent_check=0.4 ) - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() tutils.run_model_test(trainer_options, model, on_gpu=False) @@ -320,7 +320,7 @@ def train_dataloader(self): early_stop_callback=False ) - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() hparams.batch_size = batch_size hparams.in_features = truncated_bptt_steps hparams.hidden_dim = truncated_bptt_steps @@ -343,7 +343,7 @@ def test_single_gpu_model(tmpdir): warnings.warn('test_single_gpu_model cannot run.' ' Rerun on a GPU node to run this test') return - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() trainer_options = dict( default_save_path=tmpdir, @@ -371,7 +371,7 @@ def training_step(self, batch, batch_idx): output /= 0 return output - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = InfLossModel(hparams) # fit model @@ -398,7 +398,7 @@ def on_after_backward(self): # simulate parameter that became nan torch.nn.init.constant_(self.c_d1.bias, math.nan) - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = NanParamModel(hparams) trainer = Trainer( diff --git a/tests/test_gpu_models.py b/tests/models/test_gpu.py similarity index 95% rename from tests/test_gpu_models.py rename to tests/models/test_gpu.py index a95e4d42ddae1..9c684ca6bfbf0 100644 --- a/tests/test_gpu_models.py +++ b/tests/models/test_gpu.py @@ -3,20 +3,16 @@ import pytest import torch -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer -from pytorch_lightning.callbacks import ( - ModelCheckpoint, -) +from pytorch_lightning.callbacks import ModelCheckpoint from pytorch_lightning.core import memory from pytorch_lightning.trainer.distrib_parts import ( parse_gpu_ids, determine_root_gpu_device, ) from pytorch_lightning.utilities.debugging import MisconfigurationException -from tests.models import ( - LightningTestModel, -) +from tests.base import LightningTestModel PRETEND_N_OF_GPUS = 16 @@ -29,7 +25,7 @@ def test_multi_gpu_model_ddp2(tmpdir): tutils.reset_seed() tutils.set_random_master_port() - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() trainer_options = dict( default_save_path=tmpdir, show_progress_bar=True, @@ -52,7 +48,7 @@ def test_multi_gpu_model_ddp(tmpdir): tutils.reset_seed() tutils.set_random_master_port() - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() trainer_options = dict( default_save_path=tmpdir, show_progress_bar=False, @@ -74,7 +70,7 @@ def test_ddp_all_dataloaders_passed_to_fit(tmpdir): tutils.reset_seed() tutils.set_random_master_port() - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() trainer_options = dict(default_save_path=tmpdir, show_progress_bar=False, max_epochs=1, @@ -95,7 +91,7 @@ def test_optimizer_return_options(): tutils.reset_seed() trainer = Trainer() - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() # single optimizer opt_a = torch.optim.Adam(model.parameters(), lr=0.002) @@ -130,11 +126,11 @@ def test_cpu_slurm_save_load(tmpdir): """Verify model save/load/checkpoint on CPU.""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) # logger file to get meta - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) version = logger.version trainer_options = dict( @@ -173,7 +169,7 @@ def test_cpu_slurm_save_load(tmpdir): assert os.path.exists(saved_filepath) # new logger file to get meta - logger = tutils.get_test_tube_logger(tmpdir, False, version=version) + logger = tutils.get_default_testtube_logger(tmpdir, False, version=version) trainer_options = dict( max_epochs=1, @@ -206,7 +202,7 @@ def test_multi_gpu_none_backend(tmpdir): if not tutils.can_run_gpu_test(): return - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() trainer_options = dict( default_save_path=tmpdir, show_progress_bar=False, @@ -227,7 +223,7 @@ def test_multi_gpu_model_dp(tmpdir): if not tutils.can_run_gpu_test(): return - model, hparams = tutils.get_model() + model, hparams = tutils.get_default_model() trainer_options = dict( default_save_path=tmpdir, show_progress_bar=False, diff --git a/tests/test_restore_models.py b/tests/models/test_restore.py similarity index 93% rename from tests/test_restore_models.py rename to tests/models/test_restore.py index cf3a6773ca142..d0088c268ed44 100644 --- a/tests/test_restore_models.py +++ b/tests/models/test_restore.py @@ -5,11 +5,11 @@ import pytest import torch -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer from pytorch_lightning.callbacks import ModelCheckpoint from pytorch_lightning.utilities.debugging import MisconfigurationException -from tests.models import ( +from tests.base import ( LightningTestModel, LightningTestModelWithoutHyperparametersArg, LightningTestModelWithUnusedHyperparametersArg @@ -24,11 +24,11 @@ def test_running_test_pretrained_model_ddp(tmpdir): tutils.reset_seed() tutils.set_random_master_port() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) # exp file to get meta - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) # exp file to get weights checkpoint = tutils.init_checkpoint_callback(logger) @@ -72,11 +72,11 @@ def test_running_test_pretrained_model(tmpdir): """Verify test() on pretrained model.""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) # logger file to get meta - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) # logger file to get weights checkpoint = tutils.init_checkpoint_callback(logger) @@ -111,7 +111,7 @@ def test_load_model_from_checkpoint(tmpdir): """Verify test() on pretrained model.""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) trainer_options = dict( @@ -158,11 +158,11 @@ def test_running_test_pretrained_model_dp(tmpdir): if not tutils.can_run_gpu_test(): return - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) # logger file to get meta - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) # logger file to get weights checkpoint = tutils.init_checkpoint_callback(logger) @@ -202,7 +202,7 @@ def test_dp_resume(tmpdir): tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) trainer_options = dict( @@ -213,7 +213,7 @@ def test_dp_resume(tmpdir): ) # get logger - logger = tutils.get_test_tube_logger(tmpdir, debug=False) + logger = tutils.get_default_testtube_logger(tmpdir, debug=False) # exp file to get weights # logger file to get weights @@ -241,7 +241,7 @@ def test_dp_resume(tmpdir): trainer.hpc_save(tmpdir, logger) # init new trainer - new_logger = tutils.get_test_tube_logger(tmpdir, version=logger.version) + new_logger = tutils.get_default_testtube_logger(tmpdir, version=logger.version) trainer_options['logger'] = new_logger trainer_options['checkpoint_callback'] = ModelCheckpoint(tmpdir) trainer_options['train_percent_check'] = 0.5 @@ -277,11 +277,11 @@ def test_model_saving_loading(tmpdir): """Tests use case where trainer saves the model, and user loads it from tags independently.""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) # logger file to get meta - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) trainer_options = dict( max_epochs=1, diff --git a/tests/requirements.txt b/tests/requirements.txt index 8267651041788..b82220b764766 100644 --- a/tests/requirements.txt +++ b/tests/requirements.txt @@ -1,3 +1,7 @@ +# install all extra dependencies for full package testing +-r ../requirements-extra.txt + +# extended list of dependencies dor development and run lint and tests torchvision>=0.4.0, < 0.5 # the 0.5. has some issues with torch JIT tox coverage @@ -8,5 +12,4 @@ pytest-flake8 flake8 check-manifest twine==1.13.0 -pillow<7.0.0 --r ../requirements-extra.txt \ No newline at end of file +pillow<7.0.0 \ No newline at end of file diff --git a/tests/test_deprecated.py b/tests/test_deprecated.py index a79eb7451305f..ddaae354168b3 100644 --- a/tests/test_deprecated.py +++ b/tests/test_deprecated.py @@ -2,8 +2,8 @@ from pytorch_lightning import Trainer -import tests.models.utils as tutils -from tests.models import TestModelBase, LightTrainDataloader, LightEmptyTestStep +import tests.base.utils as tutils +from tests.base import TestModelBase, LightTrainDataloader, LightEmptyTestStep def test_tbd_remove_in_v0_8_0_module_imports(): @@ -85,7 +85,7 @@ def test_end(self, outputs): def test_tbd_remove_in_v1_0_0_model_hooks(): - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = ModelVer0_6(hparams) diff --git a/tests/trainer/test_callbacks.py b/tests/trainer/test_callbacks.py index 55a84633c87ca..377dce76662e4 100644 --- a/tests/trainer/test_callbacks.py +++ b/tests/trainer/test_callbacks.py @@ -1,10 +1,7 @@ -import os - -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Callback from pytorch_lightning import Trainer, LightningModule -from pytorch_lightning.callbacks import ModelCheckpoint -from tests.models import ( +from tests.base import ( TestModelBase, LightTrainDataloader, LightValidationMixin, @@ -23,7 +20,7 @@ class CurrentTestModel( ): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) def _check_args(trainer, pl_module): diff --git a/tests/trainer/test_dataloaders.py b/tests/trainer/test_dataloaders.py index 40670dafdf4bf..6f0ee15aef0ec 100644 --- a/tests/trainer/test_dataloaders.py +++ b/tests/trainer/test_dataloaders.py @@ -1,9 +1,9 @@ import pytest -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer from pytorch_lightning.utilities.debugging import MisconfigurationException -from tests.models import ( +from tests.base import ( TestModelBase, LightningTestModel, LightEmptyTestStep, @@ -29,7 +29,7 @@ class CurrentTestModel( ): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # percent check < 0 @@ -104,7 +104,7 @@ class CurrentTestModel( ): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # logger file to get meta @@ -143,7 +143,7 @@ class CurrentTestModel( ): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # logger file to get meta @@ -178,7 +178,7 @@ def test_train_dataloaders_passed_to_fit(tmpdir): class CurrentTestModel(LightTrainDataloader, TestModelBase): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() # logger file to get meta trainer_options = dict( @@ -208,7 +208,7 @@ class CurrentTestModel( ): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() # logger file to get meta trainer_options = dict( @@ -243,7 +243,7 @@ class CurrentTestModel( ): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() # logger file to get meta trainer_options = dict( @@ -282,7 +282,7 @@ class CurrentTestModel( ): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() # logger file to get meta trainer_options = dict( @@ -321,7 +321,7 @@ class CurrentTestModel( ): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # logger file to get meta @@ -360,7 +360,7 @@ class CurrentTestModel( ): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # fit model @@ -394,7 +394,7 @@ class CurrentTestModel( ): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # fit model @@ -428,7 +428,7 @@ class CurrentTestModel( ): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # fit model diff --git a/tests/trainer/test_optimizers.py b/tests/trainer/test_optimizers.py index 3ea0e3ff2aab7..4de3580eba22f 100644 --- a/tests/trainer/test_optimizers.py +++ b/tests/trainer/test_optimizers.py @@ -1,13 +1,7 @@ -import math -import os - -import pytest -import torch - -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer -from tests.models import ( +from tests.base import ( TestModelBase, LightTrainDataloader, LightValidationStepMixin, @@ -29,7 +23,7 @@ class CurrentTestModel( TestModelBase): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # logger file to get meta @@ -68,7 +62,7 @@ class CurrentTestModel( TestModelBase): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # logger file to get meta @@ -111,7 +105,7 @@ class CurrentTestModel( TestModelBase): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # logger file to get meta @@ -160,7 +154,7 @@ class CurrentTestModel( TestModelBase): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # logger file to get meta diff --git a/tests/trainer/test_trainer.py b/tests/trainer/test_trainer.py index 47a1eb3d1bcfc..89d849d7125e3 100644 --- a/tests/trainer/test_trainer.py +++ b/tests/trainer/test_trainer.py @@ -6,7 +6,7 @@ import pytest import torch -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer from pytorch_lightning.callbacks import ( EarlyStopping, @@ -15,7 +15,7 @@ from pytorch_lightning.core.lightning import load_hparams_from_tags_csv from pytorch_lightning.trainer.logging import TrainerLoggingMixin from pytorch_lightning.utilities.debugging import MisconfigurationException -from tests.models import ( +from tests.base import ( TestModelBase, DictHparamsModel, LightningTestModel, @@ -53,7 +53,7 @@ def test_no_val_module(tmpdir): """Tests use case where trainer saves the model, and user loads it from tags independently.""" tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() class CurrentTestModel(LightTrainDataloader, TestModelBase): pass @@ -61,7 +61,7 @@ class CurrentTestModel(LightTrainDataloader, TestModelBase): model = CurrentTestModel(hparams) # logger file to get meta - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) trainer_options = dict( max_epochs=1, @@ -97,11 +97,11 @@ def test_no_val_end_module(tmpdir): class CurrentTestModel(LightTrainDataloader, LightValidationStepMixin, TestModelBase): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # logger file to get meta - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) trainer_options = dict( max_epochs=1, @@ -189,7 +189,7 @@ def _optimizer_step(self, epoch, batch_idx, optimizer, # clear gradients optimizer.zero_grad() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) schedule = {1: 2, 3: 4} @@ -209,10 +209,10 @@ def _optimizer_step(self, epoch, batch_idx, optimizer, def test_loading_meta_tags(tmpdir): tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() # save tags - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) logger.log_hyperparams(Namespace(some_str='a_str', an_int=1, a_float=2.0)) logger.log_hyperparams(hparams) logger.save() @@ -254,7 +254,7 @@ def test_model_checkpoint_options(tmpdir): def mock_save_function(filepath): open(filepath, 'a').close() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() _ = LightningTestModel(hparams) # simulated losses @@ -355,7 +355,7 @@ def mock_save_function(filepath): os.mkdir(save_dir) # ----------------- - # CASE K=4 (save all 4 models) + # CASE K=4 (save all 4 base) # multiple checkpoints within same epoch checkpoint_callback = ModelCheckpoint(save_dir, save_top_k=4, verbose=1) @@ -401,7 +401,7 @@ def mock_save_function(filepath): def test_model_freeze_unfreeze(): tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = LightningTestModel(hparams) model.freeze() @@ -414,7 +414,7 @@ def test_resume_from_checkpoint_epoch_restored(tmpdir): tutils.reset_seed() - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() def _new_model(): # Create a model that tracks epochs and batches seen @@ -474,7 +474,7 @@ def increment_batch(self, _): def _init_steps_model(): """private method for initializing a model with 5% train epochs""" tutils.reset_seed() - model, _ = tutils.get_model() + model, _ = tutils.get_default_model() # define train epoch to 5% of data train_percent = 0.05 @@ -530,7 +530,7 @@ def test_trainer_min_steps_and_epochs(tmpdir): trainer_options.update(dict( default_save_path=tmpdir, early_stop_callback=EarlyStopping(monitor='val_loss', min_delta=1.0), - val_check_interval=20, + val_check_interval=2, min_epochs=1, max_epochs=10 )) @@ -571,7 +571,7 @@ class CurrentTestModel( ): pass - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() model = CurrentTestModel(hparams) # verify torch.backends.cudnn.benchmark is not turned on @@ -596,7 +596,7 @@ class CurrentTestModel( def test_testpass_overrides(tmpdir): - hparams = tutils.get_hparams() + hparams = tutils.get_default_hparams() class LocalModel(LightTrainDataloader, TestModelBase): pass diff --git a/tests/trainer/test_trainer_cli.py b/tests/trainer/test_trainer_cli.py index 294ac9bcfd222..92bbd647b0aab 100644 --- a/tests/trainer/test_trainer_cli.py +++ b/tests/trainer/test_trainer_cli.py @@ -4,7 +4,7 @@ import pytest -import tests.models.utils as tutils +import tests.base.utils as tutils from pytorch_lightning import Trainer @@ -15,7 +15,7 @@ def test_default_args(tmpdir): tutils.reset_seed() # logger file to get meta - logger = tutils.get_test_tube_logger(tmpdir, False) + logger = tutils.get_default_testtube_logger(tmpdir, False) parser = ArgumentParser(add_help=False) args = parser.parse_args() From 31ef2eb5f71c46a165672f9741279e7ba4cd7b72 Mon Sep 17 00:00:00 2001 From: Donal Byrne Date: Wed, 25 Mar 2020 20:53:03 +0000 Subject: [PATCH 07/35] Clean up * added module docstring * renamed variables to be more descriptive * Added missing docstrings and type annotations * Added gym to example requirements * Added note to changelog --- CHANGELOG.md | 1 + pl_examples/domain_templates/dqn.py | 177 +++++++++++++++++++++------- pl_examples/requirements.txt | 3 +- 3 files changed, 137 insertions(+), 44 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index e427fba1738f5..f4b6b6a425984 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -8,6 +8,7 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/). ### Added +- Added dqn lightning example ([#1232](https://github.com/PyTorchLightning/pytorch-lightning/pull/1232)) - Added support for hierarchical `dict` ([#1152](https://github.com/PyTorchLightning/pytorch-lightning/pull/1152)) - Added `TrainsLogger` class ([#1122](https://github.com/PyTorchLightning/pytorch-lightning/pull/1122)) - Added type hints to `pytorch_lightning.core` ([#946](https://github.com/PyTorchLightning/pytorch-lightning/pull/946)) diff --git a/pl_examples/domain_templates/dqn.py b/pl_examples/domain_templates/dqn.py index ff5015d2bb62d..facfa70527745 100644 --- a/pl_examples/domain_templates/dqn.py +++ b/pl_examples/domain_templates/dqn.py @@ -1,3 +1,21 @@ +""" +this example is based off https://github.com/PacktPublishing/Deep-Reinforcement-Learning-Hands-On- +Second-Edition/blob/master/Chapter06/02_dqn_pong.py + +The template illustrates using Lightning for Reinforcement Learning. The example builds a basic DQN using the +classic CartPole environment. + +to run the template just run: +python dqn.py + +After ~1500 steps, you will see the total_reward hitting the max score of 200. Open up tensor boards to +see the metrics. + +tensorboard --logdir default +""" + +import pytorch_lightning as pl + from typing import Tuple, OrderedDict, List import argparse @@ -12,16 +30,21 @@ from torch.utils.data import DataLoader from torch.utils.data.dataset import IterableDataset -import pytorch_lightning as pl - class DQN(nn.Module): - """ Simple MLP network""" + """ + Simple MLP network + + Args: + obs_size: observation/state size of the environment + n_actions: number of discrete actions available in the environment + hidden_size: size of hidden layers + """ - def __init__(self, obs_size, n_actions, hidden_size=128): + def __init__(self, obs_size: int, n_actions: int, hidden_size: int = 128): super(DQN, self).__init__() self.net = nn.Sequential( - nn.Linear(obs_size[0], hidden_size), + nn.Linear(obs_size, hidden_size), nn.ReLU(), nn.Linear(hidden_size, n_actions) ) @@ -36,8 +59,13 @@ def forward(self, x): 'done', 'new_state']) -class ExperienceBuffer: - """Replay Buffer for storing past experiences allowing the agent to learn from them""" +class ReplayBuffer: + """ + Replay Buffer for storing past experiences allowing the agent to learn from them + + Args: + capacity: size of the buffer + """ def __init__(self, capacity: int) -> None: self.buffer = collections.deque(maxlen=capacity) @@ -46,6 +74,12 @@ def __len__(self) -> None: return len(self.buffer) def append(self, experience: Experience) -> None: + """ + Add experience to the buffer + + Args: + experience: tuple (state, action, reward, done, new_state) + """ self.buffer.append(experience) def sample(self, batch_size: int) -> Tuple: @@ -60,9 +94,13 @@ class RLDataset(IterableDataset): """ Iterable Dataset containing the ExperienceBuffer which will be updated with new experiences during training + + Args: + buffer: replay buffer + sample_size: number of experiences to sample at a time """ - def __init__(self, buffer: ExperienceBuffer, sample_size: int = 200) -> None: + def __init__(self, buffer: ReplayBuffer, sample_size: int = 200) -> None: self.buffer = buffer self.sample_size = sample_size @@ -75,67 +113,93 @@ def __iter__(self) -> Tuple: class Agent: """ Base Agent class handeling the interaction with the environment + + Args: + env: training environment + replay_buffer: replay buffer storing experiences """ - def __init__(self, env: gym.Env, exp_buffer: ExperienceBuffer) -> None: + def __init__(self, env: gym.Env, replay_buffer: ReplayBuffer) -> None: self.env = env - self.exp_buffer = exp_buffer + self.replay_buffer = replay_buffer self.reset() self.state = self.env.reset() def reset(self) -> None: + """ Resents the environment and updates the state""" self.state = self.env.reset() def get_action(self, net: nn.Module, epsilon: float, device: str) -> int: """ Using the given network, decide what action to carry out using an epsilon-greedy policy + + Args: + net: DQN network + epsilon: value to determine likelihood of taking a random action + device: current device + + Returns: + action """ if np.random.random() < epsilon: action = self.env.action_space.sample() else: - state_a = np.array([self.state], copy=False) - state_v = torch.tensor(state_a) + state = torch.tensor([self.state]) + if device not in ['cpu']: - state_v = state_v.cuda(device) + state = state.cuda(device) - q_vals_v = net(state_v) - _, act_v = torch.max(q_vals_v, dim=1) - action = int(act_v.item()) + q_values = net(state) + _, action = torch.max(q_values, dim=1) + action = int(action.item()) return action @torch.no_grad() def play_step(self, net: nn.Module, epsilon: float = 0.0, device: str = 'cpu') -> Tuple[float, bool]: - """Carries out a single interaction step between the agent and the environment""" + """ + Carries out a single interaction step between the agent and the environment + + Args: + net: DQN network + epsilon: value to determine likelihood of taking a random action + device: current device + + Returns: + reward, done + """ action = self.get_action(net, epsilon, device) # do step in the environment - new_state, reward, is_done, _ = self.env.step(action) + new_state, reward, done, _ = self.env.step(action) + + exp = Experience(self.state, action, reward, done, new_state) - exp = Experience(self.state, action, reward, - is_done, new_state) - self.exp_buffer.append(exp) + self.replay_buffer.append(exp) self.state = new_state - if is_done: + if done: self.reset() - return reward, is_done + return reward, done class DQNLightning(pl.LightningModule): """ Basic DQN Model """ - def __init__(self, hparams) -> None: + def __init__(self, hparams: argparse.Namespace) -> None: super().__init__() self.hparams = hparams + self.env = gym.make(self.hparams.env) - self.net = DQN(self.env.observation_space.shape, - self.env.action_space.n) - self.tgt_net = DQN(self.env.observation_space.shape, - self.env.action_space.n) - self.buffer = ExperienceBuffer(self.hparams.replay_size) + obs_size = self.env.observation_space.shape[0] + n_actions = self.env.action_space.n + + self.net = DQN(obs_size, n_actions) + self.target_net = DQN(obs_size, n_actions) + + self.buffer = ReplayBuffer(self.hparams.replay_size) self.agent = Agent(self.env, self.buffer) self.total_reward = 0 self.episode_reward = 0 @@ -145,39 +209,61 @@ def populate(self, steps: int = 1000) -> None: """ Carries out several random steps through the environment to initially fill up the replay buffer with experiences + + Args: + steps: number of random steps to populate the buffer with """ for i in range(steps): self.agent.play_step(self.net, epsilon=1.0) def forward(self, x: torch.Tensor) -> torch.Tensor: """ - Passes in a state x through the network and gets an action as an output + Passes in a state x through the network and gets the q_values of each action as an output + + Args: + x: environment state + + Returns: + q values """ - if isinstance(x, list): - x = x[0] output = self.net(x) return output - def dqn_mse_loss(self, batch) -> torch.Tensor: + def dqn_mse_loss(self, batch: Tuple[torch.Tensor, torch.Tensor]) -> torch.Tensor: """ Calculates the mse loss using a mini batch from the replay buffer + + Args: + batch: current mini batch of replay data + + Returns: + loss """ states, actions, rewards, dones, next_states = batch - state_action_values = self.net(states).gather( - 1, actions.unsqueeze(-1)).squeeze(-1) + state_action_values = self.net(states).gather(1, actions.unsqueeze(-1)).squeeze(-1) + with torch.no_grad(): - next_state_values = self.tgt_net(next_states).max(1)[0] + next_state_values = self.target_net(next_states).max(1)[0] next_state_values[dones] = 0.0 next_state_values = next_state_values.detach() expected_state_action_values = next_state_values * self.hparams.gamma + rewards - return nn.MSELoss()(state_action_values, - expected_state_action_values) - def training_step(self, batch, nb_batch) -> OrderedDict: - """ Carries out a single step through the environment to update the replay buffer. - Then calculates loss based on the minibatch recieved""" + return nn.MSELoss()(state_action_values, expected_state_action_values) + + def training_step(self, batch: Tuple[torch.Tensor, torch.Tensor], nb_batch) -> OrderedDict: + """ + Carries out a single step through the environment to update the replay buffer. + Then calculates loss based on the minibatch recieved + + Args: + batch: current mini batch of replay data + nb_batch: batch number + + Returns: + Training loss and log metrics + """ device = self.get_device(batch) epsilon = max(self.hparams.eps_end, self.hparams.eps_start - self.global_step + 1 / self.hparams.eps_last_frame) @@ -198,7 +284,7 @@ def training_step(self, batch, nb_batch) -> OrderedDict: # Soft update of target network if self.global_step % self.hparams.sync_rate == 0: - self.tgt_net.load_state_dict(self.net.state_dict()) + self.target_net.load_state_dict(self.net.state_dict()) log = {'total_reward': torch.tensor(self.total_reward).to(device), 'reward': torch.tensor(reward).to(device), @@ -232,7 +318,12 @@ def get_device(self, batch) -> str: def main(hparams) -> None: model = DQNLightning(hparams) - trainer = pl.Trainer(gpus=1, distributed_backend='dp', early_stop_callback=False, val_check_interval=100) + trainer = pl.Trainer( + gpus=1, + distributed_backend='dp', + early_stop_callback=False, + val_check_interval=100 + ) trainer.fit(model) diff --git a/pl_examples/requirements.txt b/pl_examples/requirements.txt index d9f4c0d808165..24506bbba7964 100644 --- a/pl_examples/requirements.txt +++ b/pl_examples/requirements.txt @@ -1 +1,2 @@ -torchvision>=0.4.0 \ No newline at end of file +torchvision>=0.4.0 +gym>=0.17.0 \ No newline at end of file From e86e6b2faa091c810dea9be50768e6e185c8d8d9 Mon Sep 17 00:00:00 2001 From: William Falcon Date: Thu, 26 Mar 2020 09:28:08 -0400 Subject: [PATCH 08/35] updated example image --- .../_images/lightning_module/pt_to_pl.png | Bin 1085687 -> 1049947 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git 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