repo stringlengths 1 99 | file stringlengths 13 215 | code stringlengths 12 59.2M | file_length int64 12 59.2M | avg_line_length float64 3.82 1.48M | max_line_length int64 12 2.51M | extension_type stringclasses 1
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lightning | lightning-master/src/lightning/app/cli/pl-app-template/core/components/script_runner/script_runner.py | import sys
import traceback
from typing import Any, Dict, List, Optional, Tuple
from lightning.app.components.python import TracerPythonScript
from lightning.app.storage import Path
from lightning.app.utilities.packaging.build_config import BuildConfig, load_requirements
from lightning.app.utilities.tracer import Trac... | 3,193 | 39.43038 | 118 | py |
lightning | lightning-master/src/lightning/app/cli/pl-app-template/tests/core/test_callbacks.py | import os.path
from unittest.mock import Mock
import pytest
from core.callbacks import PLAppArtifactsTracker, PLAppProgressTracker, PLAppSummary
from core.components.script_runner import ScriptRunner
from lightning.app.storage import Path
from lightning.pytorch import LightningModule, Trainer
from lightning.pytorch.l... | 2,519 | 35 | 106 | py |
lightning | lightning-master/src/lightning/app/testing/helpers.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 5,222 | 29.366279 | 102 | py |
lightning | lightning-master/src/lightning/app/utilities/introspection.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 11,480 | 28.139594 | 115 | py |
lightning | lightning-master/src/lightning/app/utilities/imports.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 3,980 | 25.898649 | 117 | py |
lightning | lightning-master/src/lightning/app/utilities/packaging/build_config.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 7,631 | 36.229268 | 116 | py |
lightning | lightning-master/src/lightning/app/components/training.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 7,242 | 34.679803 | 96 | py |
lightning | lightning-master/src/lightning/app/components/serve/python_server.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 11,359 | 32.510324 | 120 | py |
lightning | lightning-master/src/lightning/app/components/serve/types/image.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 1,514 | 31.934783 | 82 | py |
lightning | lightning-master/src/lightning/app/components/multi_node/base.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 3,923 | 35 | 112 | py |
lightning | lightning-master/src/lightning/app/components/multi_node/fabric.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 4,657 | 34.022556 | 109 | py |
lightning | lightning-master/src/lightning/app/components/multi_node/pytorch_spawn.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 4,159 | 33.666667 | 119 | py |
lightning | lightning-master/src/lightning/app/components/multi_node/__init__.py | from lightning.app.components.multi_node.base import MultiNode
from lightning.app.components.multi_node.fabric import FabricMultiNode
from lightning.app.components.multi_node.pytorch_spawn import PyTorchSpawnMultiNode
from lightning.app.components.multi_node.trainer import LightningTrainerMultiNode
__all__ = ["FabricM... | 398 | 56 | 96 | py |
lightning | lightning-master/src/lightning/app/components/multi_node/trainer.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 4,741 | 35.198473 | 116 | py |
lightning | lightning-master/src/lightning/store/save.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 11,410 | 36.413115 | 119 | py |
lightning | lightning-master/src/lightning/store/cloud_api.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 14,753 | 36.928021 | 116 | py |
lightning | lightning-master/src/lightning/data/fileio.py | import os
from typing import Any, Dict, Optional, TYPE_CHECKING
if TYPE_CHECKING:
try:
from torchdata.datapipes.utils import StreamWrapper
except ImportError:
StreamWrapper = object
def is_url(path: str) -> bool:
return path.startswith("s3://")
def is_path(path: str) -> bool:
return... | 3,849 | 29.314961 | 106 | py |
lightning | lightning-master/src/lightning/data/datasets/base.py | from typing import Any, Literal
from torch.utils.data import Dataset as TorchDataset
from lightning.data.backends import _DatasetBackend, LocalDatasetBackend, S3DatasetBackend
from lightning.data.fileio import OpenCloudFileObj
class _Dataset(TorchDataset):
"""Base dataset class for streaming data from a cloud s... | 1,312 | 33.552632 | 109 | py |
lightning | lightning-master/src/lightning/data/datasets/iterable.py | import math
import warnings
from abc import ABC, abstractmethod
from copy import deepcopy
from typing import Any, Dict, Generator, List, Literal, Optional, Protocol, runtime_checkable, Sequence, Tuple
import torch
from torch.utils.data import DataLoader as _DataLoader
from torch.utils.data import IterableDataset
from... | 18,582 | 40.759551 | 120 | py |
lightning | lightning-master/src/lightning/data/datasets/env.py | from typing import Optional
import torch
from torch.utils.data import get_worker_info
class _DistributedEnv:
"""The environment of the distributed training.
Args:
world_size: The number of total distributed training processes
global_rank: The rank of the current process within this pool of t... | 5,461 | 35.905405 | 120 | py |
lightning | lightning-master/src/lightning/data/datasets/index.py | import math
import os
from io import TextIOWrapper
from lightning.app.utilities.network import LightningClient
def get_index(s3_connection_path: str, index_file_path: str) -> bool:
"""Creates an index of file paths that are in the provided s3 path.
Returns:
Returns True is the index got created and ... | 4,767 | 33.80292 | 119 | py |
lightning | lightning-master/src/lightning/pytorch/cli.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 36,409 | 47.806971 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/__init__.py | """Root package info."""
import logging
import os
from lightning_utilities import module_available
if os.path.isfile(os.path.join(os.path.dirname(__file__), "__about__.py")):
from lightning.pytorch.__about__ import * # noqa: F401, F403
if "__version__" not in locals():
if os.path.isfile(os.path.join(os.path... | 2,493 | 35.676471 | 94 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/setup.py | # Copyright Lightning AI.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, sof... | 8,857 | 42 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/call.py | # Copyright Lightning AI.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, sof... | 11,847 | 37.592834 | 115 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/configuration_validator.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 9,315 | 51.044693 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/__init__.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 745 | 36.3 | 74 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/states.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 2,894 | 31.166667 | 105 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/trainer.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 72,920 | 42.457092 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/connectors/signal_connector.py | import logging
import os
import signal
import sys
import threading
from subprocess import call
from types import FrameType
from typing import Any, Callable, Dict, List, Set, Union
from lightning_utilities.core.rank_zero import rank_prefixed_message
import lightning.pytorch as pl
from lightning.fabric.plugins.environm... | 7,261 | 40.497143 | 118 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/connectors/checkpoint_connector.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 24,363 | 43.869245 | 119 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/connectors/accelerator_connector.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 33,907 | 46.423776 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/connectors/data_connector.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 23,019 | 43.873294 | 118 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/connectors/callback_connector.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 10,278 | 43.886463 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/connectors/logger_connector/logger_connector.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 9,984 | 37.85214 | 118 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/connectors/logger_connector/fx_validator.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 9,267 | 45.572864 | 119 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/connectors/logger_connector/__init__.py | from lightning.pytorch.trainer.connectors.logger_connector.logger_connector import _LoggerConnector # noqa: F401
| 114 | 56.5 | 113 | py |
lightning | lightning-master/src/lightning/pytorch/trainer/connectors/logger_connector/result.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 19,890 | 37.325626 | 118 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/single_xla.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 3,238 | 36.662791 | 93 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/utils.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 1,780 | 35.346939 | 110 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/strategy.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 25,039 | 40.184211 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/deepspeed.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 42,390 | 45.077174 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/single_device.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 3,294 | 33.322917 | 113 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/fsdp.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 22,334 | 43.849398 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/__init__.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 1,582 | 41.783784 | 89 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/parallel.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 4,977 | 38.507937 | 115 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/xla.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 11,801 | 37.568627 | 119 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/ddp.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 18,868 | 44.358173 | 119 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/launchers/subprocess_script.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 6,457 | 44.160839 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/launchers/launcher.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 931 | 37.833333 | 87 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/launchers/__init__.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 936 | 39.73913 | 94 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/launchers/multiprocessing.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 12,993 | 43.652921 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/strategies/launchers/xla.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 6,973 | 41.785276 | 119 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/checkpoint.py | from lightning.pytorch.callbacks.callback import Callback
class Checkpoint(Callback):
r"""This is the base class for model checkpointing.
Expert users may want to subclass it in case of writing custom :class:`~lightning.pytorch.callbacksCheckpoint`
callback, so that the trainer recognizes the custom clas... | 359 | 35 | 114 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/timer.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 7,595 | 42.159091 | 118 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/lr_monitor.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 14,157 | 41.262687 | 118 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/prediction_writer.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 5,596 | 36.066225 | 117 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/rich_model_summary.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 4,034 | 35.351351 | 115 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/lambda_function.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 3,432 | 40.865854 | 93 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/model_summary.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 3,560 | 38.131868 | 118 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/early_stopping.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 11,777 | 43.278195 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/device_stats_monitor.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 5,504 | 34.746753 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/batch_size_finder.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 8,116 | 39.994949 | 115 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/model_checkpoint.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 35,871 | 47.021419 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/gradient_accumulation_scheduler.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 6,376 | 43.284722 | 111 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/pruning.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 22,841 | 46.5875 | 142 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/spike.py | import os
from typing import Any, Mapping, Union
import torch
import lightning.pytorch as pl
from lightning.fabric.utilities.spike import SpikeDetection as FabricSpikeDetection
from lightning.pytorch.callbacks.callback import Callback
class SpikeDetection(FabricSpikeDetection, Callback):
@torch.no_grad()
de... | 1,127 | 34.25 | 116 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/__init__.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 2,617 | 42.633333 | 101 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/callback.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 11,006 | 38.593525 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/finetuning.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 18,525 | 43.004751 | 116 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/lr_finder.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 4,793 | 37.047619 | 113 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/stochastic_weight_avg.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 17,781 | 49.373938 | 119 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/on_exception_checkpoint.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 2,201 | 32.363636 | 111 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/progress/progress_bar.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 8,890 | 39.230769 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/progress/tqdm_progress.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 16,070 | 37.264286 | 118 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/progress/__init__.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 944 | 38.375 | 92 | py |
lightning | lightning-master/src/lightning/pytorch/callbacks/progress/rich_progress.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 24,202 | 38.612111 | 119 | py |
lightning | lightning-master/src/lightning/pytorch/core/hooks.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 25,817 | 37.4769 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/core/module.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 69,300 | 42.778269 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/core/datamodule.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 10,293 | 43.756522 | 119 | py |
lightning | lightning-master/src/lightning/pytorch/core/saving.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 12,807 | 36.893491 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/core/__init__.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 760 | 39.052632 | 74 | py |
lightning | lightning-master/src/lightning/pytorch/core/optimizer.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 17,859 | 43.874372 | 119 | py |
lightning | lightning-master/src/lightning/pytorch/core/mixins/hparams_mixin.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 6,325 | 39.292994 | 115 | py |
lightning | lightning-master/src/lightning/pytorch/core/mixins/__init__.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 672 | 43.866667 | 90 | py |
lightning | lightning-master/src/lightning/pytorch/loops/prediction_loop.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 16,041 | 45.364162 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/loops/fit_loop.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 17,767 | 42.442543 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/loops/evaluation_loop.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 24,112 | 42.921676 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/loops/loop.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 3,469 | 35.914894 | 109 | py |
lightning | lightning-master/src/lightning/pytorch/loops/fetchers.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 7,466 | 35.783251 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/loops/utilities.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 8,581 | 40.863415 | 113 | py |
lightning | lightning-master/src/lightning/pytorch/loops/__init__.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 1,108 | 54.45 | 106 | py |
lightning | lightning-master/src/lightning/pytorch/loops/training_epoch_loop.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 20,487 | 47.320755 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/loops/optimization/manual.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 5,422 | 40.083333 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/loops/optimization/closure.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 2,622 | 38.149254 | 119 | py |
lightning | lightning-master/src/lightning/pytorch/loops/optimization/automatic.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 12,517 | 39.511327 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/loops/optimization/__init__.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 768 | 44.235294 | 95 | py |
lightning | lightning-master/src/lightning/pytorch/_graveyard/tpu.py | # Copyright The Lightning AI team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | 3,910 | 36.605769 | 120 | py |
lightning | lightning-master/src/lightning/pytorch/_graveyard/ipu.py | import sys
from typing import Any
import lightning.pytorch as pl
def _patch_sys_modules() -> None:
self = sys.modules[__name__]
sys.modules["lightning.pytorch.accelerators.ipu"] = self
sys.modules["lightning.pytorch.strategies.ipu"] = self
sys.modules["lightning.pytorch.plugins.precision.ipu"] = self... | 2,039 | 37.490566 | 96 | py |
lightning | lightning-master/src/lightning/pytorch/_graveyard/hpu.py | import sys
from typing import Any
import lightning.pytorch as pl
def _patch_sys_modules() -> None:
self = sys.modules[__name__]
sys.modules["lightning.pytorch.accelerators.hpu"] = self
sys.modules["lightning.pytorch.strategies.hpu_parallel"] = self
sys.modules["lightning.pytorch.strategies.single_hpu... | 3,627 | 38.868132 | 93 | py |
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