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# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. """ Golden data used in unit tests. """ adascale_test_data = [ # "input" value is a list of input tensors for micro...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from typing import List import torch.distributed as dist from .checkpoint import checkpoint_wrapper from .data_parallel...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright (c) Tongzhou Wang # Licensed under the MIT License. from contextlib import contextmanager from itertools import chain import typi...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from typing import List # TODO(anj-s): Remove this once we have deprecated fairscale.nn.misc.checkpoint_wrapper path # i...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from typing import Any, Callable, List, Optional, Union import torch class Bucket: """ Helper class to simplify the handling of buc...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import contextlib import copy from enum import Enum, auto import functools import logging from math import inf import os import time import tr...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from typing import List import torch.distributed as dist from .fully_sharded_data_parallel import ( FullyShardedDat...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. """These functions are used by FullyShardedDataParallel to help consolidate and shard optimizer states.""" import copy from itertools import gr...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. """ A nn.Module wrapper to go with a Sharded Optimizer in order to handle targeted gradient reduction automatically. """ from collections imp...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # you may not use this file except in compliance with the License. # You may obtain a cop...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from dataclasses import dataclass from typing import Any, Callable, List, Optional, Tuple, Union import torch from torch...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from threading import Event, Lock, Thread from typing import Any, Callable, Dict, List, Optional, Tuple, Union, cast imp...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from collections import OrderedDict from dataclasses import dataclass from enum import Enum, auto from threading import E...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from abc import ABC from dataclasses import dataclass from queue import Empty as QueueEmpty from queue import Queue from ...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from collections import OrderedDict from dataclasses import dataclass, field import itertools import threading from typin...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import logging import os from threading import Event from typing import Dict, List, Optional, Union import torch from ....
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from contextlib import contextmanager from dataclasses import dataclass import functools import threading from typing import Any, Dict, Genera...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from typing import List from .checkpoint_activations import checkpoint_wrapper, is_checkpointing, is_recomputing __all_...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from typing import List import torch from torch import Tensor, nn from torch.nn.modules.batchnorm import _BatchNorm def patch_batchnorm(mod...
# coding=utf-8 # Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Ve...
# coding=utf-8 # Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Ve...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from typing import List from .cross_entropy import vocab_parallel_cross_entropy from .initialize import ( destroy_mo...
# coding=utf-8 # Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Ve...
# coding=utf-8 # Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Ve...
# coding=utf-8 # Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Ve...
# coding=utf-8 # Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Ve...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import contextlib from typing import Any, Callable, Dict, Generator, Optional, Set, Tuple, Type, cast import torch.nn as nn def default_aut...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from typing import List from .auto_wrap import auto_wrap, config_auto_wrap_policy, default_auto_wrap_policy, enable_wrap...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from typing import List from .moe_layer import MOELayer from .top2gate import Top2Gate __all__: List[str] = []
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Implementation of Top2Gating described in https://arxiv.org/pdf/2006.16668.pdf # Code is inspired by Top2GatingOnLogits...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from typing import TYPE_CHECKING, Any, Optional, Tuple, Union, cast import torch from torch import Tensor import torch.d...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import functools import os from typing import TYPE_CHECKING, Callable, Dict, List, Optional, Tuple import torch from torch import Tensor impo...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import collections.abc as abc from dataclasses import dataclass from math import inf from typing import Any, Callable, Di...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. """Useful functions for manipulating state_dicts.""" from typing import TYPE_CHECKING, Dict, List, Tuple, Type, Union from torch import Tens...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import logging import re from typing import List, Tuple import torch __all__: List[str] = ["torch_version"] def torch...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import pickle from typing import Any import torch def pyobject_to_tensor(obj: Any, fixed_buffer_size: int = 0) -> torc...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from collections import OrderedDict from typing import Any, Callable, Dict, List, NamedTuple, Optional, Set, Tuple, Union, cast import numpy ...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from .version import *
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. """Useful functions for parallel training.""" from enum import Enum import sys from typing import TYPE_CHECKING, List, Optional, Sequence im...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. from collections import defaultdict import collections.abc as abc from enum import Enum import logging from typing import Any, Dict, List, Opt...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. """ :mod:`fairscale.optim` is a package implementing various torch optimization algorithms. """ import logging from typin...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from collections import OrderedDict import copy import io from itertools import chain import logging from math import inf...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. from enum import Enum, auto from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, Tuple import torch if TYPE_CHECKING: ...
import logging from typing import List, Tuple import torch import torch.nn as nn class LayerInfo: """ A class to record the layer attributes. """ def __init__(self, name: str, layer: nn.Module, scale: float = 1.0, scale_layer: bool = False) -> None: """ layer_name: name of the layer ...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2020 Petuum, Inc. All Rights Reserved. # # Redistribution and use in source and binary forms, with or without...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # # # We need to have __init__.py in tests dir due to a pytest issue. # # if you have: # tests/ # aa/test_name.py # ...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. from typing import Tuple import torch import torch.distributed as dist import torch.multiprocessing as mp import torch.nn as nn from torch.nn....
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # pylint: disable=missing-module-docstring # pylint: disable=missing-class-docstring # pylint: disable=missing-function-docstring import os ...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import functools import tempfile import pytest import torch import torch.distributed as dist import torch.multiprocessing as mp import torch....
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. """ Testing MultiProcessPipe Module """ import functools import tempfile from typing import Any, Dict, List, NamedTuple, Tuple import pytest...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. """ Testing Offload Module """ import contextlib import copy import numpy as np import pytest import torch from fairscale.experimental.nn.o...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. """ Testing Auto Shard functionality of non nn.Sequential models. """ import math import sys import pytest import torch import torch.nn impo...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import copy import os import tempfile from typing import Any, Dict, List, Tuple, Type import unittest import pytest impo...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # Copyright 2019 Kakao Brain # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this f...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. """ Testing scaler """ import numpy as np import torch import torch.nn as nn import torch.optim as optim from fairscale.experimental.optim.d...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import os from pathlib import Path import shutil import sys import pytest import torch from torch import nn from fairscale.experimental.wgit...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. from pathlib import Path import shutil import pytest from fairscale.experimental.wgit.pygit import PyGit @pytest.fixture def repo_data():...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree.
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import pytest import torch from fairscale.experimental.wgit.signal_sparsity import SignalSparsity, random_sparse_mask from fairscale.fair_dev...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import json import os from pathlib import Path import random import shutil import pytest import torch from torch import nn from fairscale.ex...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import json import os from pathlib import Path import shutil import pytest import torch from torch import nn import fairscale.experimental.w...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import time import pytest import torch from fairscale.experimental.wgit.signal_sparsity_profiling import EnergyConcentrationProfile as ECP f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import pytest import torch from fairscale.nn.misc import ParamBucket def test_param_values_conserved(): param = t...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import pytest import torch from fairscale.nn.misc import GradBucket def test_grad_values_conserved(): with torch....
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. """ Test FlattenParamsWrapper on CPU and GPU (FP32 & FP16 on GPU). """ from collections import OrderedDict import unittest import torch fro...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # pylint: disable=missing-module-docstring # pylint: disable=missing-class-docstring # pylint: disable=missing-function-d...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # pylint: disable=missing-module-docstring # pylint: disable=missing-class-docstring # pylint: disable=missing-function-d...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. # pylint: disable=missing-module-docstring # pylint: disable=missing-class-docstring # pylint: disable=missing-function-d...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. """ Test FSDP with an submodule that is FSDP(checkpoint_wrapper()) or checkpoint_wrapper(FSDP()). """ import contextlib ...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import functools import gc import unittest from parameterized import parameterized import pytest import torch from fair...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import torch import torch.nn as nn from fairscale.fair_dev.testing.testing import skip_if_single_gpu, temp_files_ctx fro...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import functools import itertools from math import inf import pickle import sys from typing import Dict import unittest f...
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved. # # This source code is licensed under the BSD license found in the # LICENSE file in the root directory of this source tree. import functools import unittest from parameterized import parameterized import pytest import torch.nn as nn from fairs...