python_code stringlengths 0 4.04M | repo_name stringlengths 8 58 | file_path stringlengths 5 147 |
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#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import os
from typing import Any, Callable, Dict, Optional
import torch
from torchvision.datasets.ucf101 import UCF1... | ClassyVision-main | classy_vision/dataset/classy_ucf101.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
from typing import Any, Iterable, Iterator
from .dataloader_wrapper import DataloaderWrapper
class ... | ClassyVision-main | classy_vision/dataset/dataloader_limit_wrapper.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Callable, Dict, Optional, Sequence, Union
from classy_vision.dataset.transforms import Class... | ClassyVision-main | classy_vision/dataset/classy_dataset.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Iterable, Iterator
from .dataloader_wrapper import DataloaderWrapper
class DataloaderSkipN... | ClassyVision-main | classy_vision/dataset/dataloader_skip_none_wrapper.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
import os
from typing import Any, Callable, Dict, Optional
import torch
from classy_vision.generic.di... | ClassyVision-main | classy_vision/dataset/classy_video_dataset.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Iterable, Iterator
import torch
from classy_vision.generic.util import recursive_copy_to_gpu... | ClassyVision-main | classy_vision/dataset/dataloader_async_gpu_wrapper.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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
import numpy as np
from PIL import Image
from ...generic.util import numpy_seed
class Sampl... | ClassyVision-main | classy_vision/dataset/core/random_image_datasets.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from .list_dataset import ListDataset
from .random_image_datasets import RandomImageBinaryClassDataset, RandomImageDa... | ClassyVision-main | classy_vision/dataset/core/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from torchvision.datasets.folder import default_loader
class ListDataset:
"""Dataset that loads data using a li... | ClassyVision-main | classy_vision/dataset/core/list_dataset.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import torch
from ...generic.util import torch_seed
class RandomVideoDataset:
def __init__(
self,
... | ClassyVision-main | classy_vision/dataset/core/random_video_datasets.py |
#!/usr/bin/env python3
# Portions Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright 2020 Ross Wightman
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may... | ClassyVision-main | classy_vision/dataset/transforms/mixup.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import collections
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import torchvision.transfor... | ClassyVision-main | classy_vision/dataset/transforms/util.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import random
from typing import Any, Callable, Dict, List, Optional, Union
import torch
import torchvision.transfor... | ClassyVision-main | classy_vision/dataset/transforms/util_video.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from abc import ABC, abstractmethod
from typing import Any, Dict
class ClassyTransform(ABC):
"""
Class repr... | ClassyVision-main | classy_vision/dataset/transforms/classy_transform.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import copy
import traceback
from pathlib import Path
from typing import Any, Callable, Dict, List
import torchvisi... | ClassyVision-main | classy_vision/dataset/transforms/__init__.py |
#!/usr/bin/env python3
# Portions Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# MIT License
#
# Copyright (c) 2018 Philip Popien
#
# Permission is hereby granted, free of charge, to any ... | ClassyVision-main | classy_vision/dataset/transforms/autoaugment.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import torch
from . import register_transform
from .classy_transform import ClassyTransform
_IMAGENET_EIGEN_VAL = ... | ClassyVision-main | classy_vision/dataset/transforms/lighting_transform.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict
import torch.optim
from classy_vision.generic.util import is_pos_float
from . import C... | ClassyVision-main | classy_vision/optim/rmsprop.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from abc import ABC, abstractmethod
from typing import Any, Callable, Dict, Optional
from classy_vision.generic.util... | ClassyVision-main | classy_vision/optim/classy_optimizer.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict
import torch.optim
from . import ClassyOptimizer, register_optimizer
@register_optim... | ClassyVision-main | classy_vision/optim/sgd.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import copy
import traceback
from pathlib import Path
from classy_vision.generic.registry_utils import import_all_mo... | ClassyVision-main | classy_vision/optim/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict, Tuple
import torch.optim
from . import ClassyOptimizer, register_optimizer
@registe... | ClassyVision-main | classy_vision/optim/adamw_mt.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
from typing import Any
import torch.distributed as dist
from classy_vision.generic.distributed_util i... | ClassyVision-main | classy_vision/optim/zero.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict, Tuple
import torch.optim
from . import ClassyOptimizer, register_optimizer
@registe... | ClassyVision-main | classy_vision/optim/adamw.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict, Tuple
import torch.optim
from . import ClassyOptimizer, register_optimizer
@registe... | ClassyVision-main | classy_vision/optim/adam.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict
import torch.optim
from classy_vision.generic.util import is_pos_float
from torch.optim... | ClassyVision-main | classy_vision/optim/rmsprop_tf.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import traceback
from pathlib import Path
from typing import Any, Dict
from classy_vision.generic.registry_utils imp... | ClassyVision-main | classy_vision/optim/param_scheduler/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 auto, Enum
from typing import Any, Dict, Sequence, Union
from fvcore.common import param_scheduler
... | ClassyVision-main | classy_vision/optim/param_scheduler/composite_scheduler.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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
from typing import Any, Dict
from classy_vision.generic.util import log_class_usage
from fvcor... | ClassyVision-main | classy_vision/optim/param_scheduler/classy_vision_param_scheduler.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import copy
import inspect
from typing import Any, Dict
from fvcore.common import param_scheduler
from . import Cla... | ClassyVision-main | classy_vision/optim/param_scheduler/fvcore_schedulers.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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.abc import Sequence
from typing import Any, Dict, List, Optional
import torch.nn as nn
from classy_... | ClassyVision-main | classy_vision/heads/fully_convolutional_linear_head.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import copy
import traceback
from pathlib import Path
from classy_vision.generic.registry_utils import import_all_mo... | ClassyVision-main | classy_vision/heads/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict, Optional
import torch.nn as nn
from classy_vision.generic.util import get_torch_versio... | ClassyVision-main | classy_vision/heads/fully_connected_head.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict, Optional
import torch.nn as nn
class ClassyHead(nn.Module):
"""
Base class f... | ClassyVision-main | classy_vision/heads/classy_head.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
"""
Vision Transformer head implementation from https://arxiv.org/abs/2010.11929.
References:
https://github.com/goo... | ClassyVision-main | classy_vision/heads/vision_transformer_head.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict
from classy_vision.heads import ClassyHead, register_head
@register_head("identity")
... | ClassyVision-main | classy_vision/heads/identity_head.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import copy
import types
from typing import Any, Dict, List, Optional, Tuple
import torch
import torch.nn as nn
from... | ClassyVision-main | classy_vision/models/classy_model.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
import torch.nn as nn
def r2plus1_unit(
dim_in,
dim_out,
temporal_stride,
spatial_s... | ClassyVision-main | classy_vision/models/r2plus1_util.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import math
import warnings
import torch
import torch.nn as nn
from classy_vision.generic.util import get_torch_version
from torch import T... | ClassyVision-main | classy_vision/models/lecun_normal_init.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import copy
import math
from typing import Any, Dict
import numpy as np
import torch.nn as nn
from classy_vision.mod... | ClassyVision-main | classy_vision/models/regnet.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import math
from collections import OrderedDict
from enum import auto, Enum
from typing import Any, Dict, Optional, S... | ClassyVision-main | classy_vision/models/anynet.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
"""
Vision Transformer implementation from https://arxiv.org/abs/2010.11929.
References:
https://github.com/google-r... | ClassyVision-main | classy_vision/models/vision_transformer.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import os
import torch
import torch.nn as nn
class ClassyBlock(nn.Module):
"""
This is a thin wrapper for ... | ClassyVision-main | classy_vision/models/classy_block.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Optional
import torch.nn as nn
class SqueezeAndExcitationLayer(nn.Module):
"""Squeeze and ... | ClassyVision-main | classy_vision/models/squeeze_and_excitation_layer.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# TODO: Some batch-normalization operations are superfluous and can be removed.
# dependencies:
import math
from col... | ClassyVision-main | classy_vision/models/densenet.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import copy
import traceback
from collections import defaultdict
from pathlib import Path
from classy_vision.generic... | ClassyVision-main | classy_vision/models/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
"""MLP model."""
from typing import Any, Dict
import torch.nn as nn
from . import register_model
from .classy_mode... | ClassyVision-main | classy_vision/models/mlp.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import copy
import math
from collections import OrderedDict
from typing import Any, Dict, NamedTuple, Optional
impor... | ClassyVision-main | classy_vision/models/efficientnet.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
"""
Implementation of ResNeXt (https://arxiv.org/pdf/1611.05431.pdf)
"""
import copy
import math
import re
import wa... | ClassyVision-main | classy_vision/models/resnext.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
from typing import Any, Dict, Sequence
import torch
import torch.nn as nn
from classy_vision.generic.... | ClassyVision-main | classy_vision/models/resnext3d.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
"""
Implementation of ResNet (https://arxiv.org/pdf/1512.03385.pdf) as a special
case of ResNeXt (https://arxiv.org/p... | ClassyVision-main | classy_vision/models/resnet.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 OrderedDict
import torch.nn as nn
from .resnext3d_block import ResBlock
class ResStageBas... | ClassyVision-main | classy_vision/models/resnext3d_stage.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Sequence
import torch.nn as nn
from .r2plus1_util import r2plus1_unit
class ResNeXt3DStemSingl... | ClassyVision-main | classy_vision/models/resnext3d_stem.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import torch.nn as nn
from .r2plus1_util import r2plus1_unit
class BasicTransformation(nn.Module):
"""
Bas... | ClassyVision-main | classy_vision/models/resnext3d_block.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict, Sequence
import torch
from classy_vision.generic.distributed_util import all_reduce_su... | ClassyVision-main | classy_vision/meters/recall_meter.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import traceback
from pathlib import Path
from classy_vision.generic.registry_utils import import_all_modules
from ... | ClassyVision-main | classy_vision/meters/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
import torch
from classy_vision.meters import ClassyMeter
class VideoMeter(ClassyMeter):
"""An ... | ClassyVision-main | classy_vision/meters/video_meter.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict, Sequence
from classy_vision.generic.util import is_pos_int
from classy_vision.meters.a... | ClassyVision-main | classy_vision/meters/video_accuracy_meter.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict, Tuple
import torch
from classy_vision.generic.util import log_class_usage
class Clas... | ClassyVision-main | classy_vision/meters/classy_meter.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict, Sequence
import torch
from classy_vision.generic.distributed_util import all_reduce_su... | ClassyVision-main | classy_vision/meters/precision_meter.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict, Sequence
import torch
from classy_vision.generic.distributed_util import all_reduce_su... | ClassyVision-main | classy_vision/meters/accuracy_meter.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import itertools
import logging
from typing import Any, Dict, Iterable, Tuple
import torch
import torch.nn as nn
fro... | ClassyVision-main | classy_vision/hooks/exponential_moving_average_model_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Dict, Optional
from classy_vision.generic.distributed_util import is_primary
from classy_vis... | ClassyVision-main | classy_vision/hooks/progress_bar_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from abc import ABC, abstractmethod
from typing import Any, Dict
from classy_vision.generic.util import log_class_us... | ClassyVision-main | classy_vision/hooks/classy_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 auto, Enum
class ClassyHookFunctions(Enum):
"""
Enumeration of all the hook functions in t... | ClassyVision-main | classy_vision/hooks/constants.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from classy_vision.hooks import register_hook
from classy_vision.hooks.classy_hook import ClassyHook
from fvcore.comm... | ClassyVision-main | classy_vision/hooks/output_csv_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
from typing import Any, Collection, Dict, Optional # noqa
from classy_vision.generic.distributed_uti... | ClassyVision-main | classy_vision/hooks/checkpoint_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import copy
import traceback
from pathlib import Path
from typing import Any, Dict, List
from classy_vision.generic.... | ClassyVision-main | classy_vision/hooks/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
import time
from itertools import accumulate
from typing import Any, Dict, List, Optional, Tuple
impo... | ClassyVision-main | classy_vision/hooks/tensorboard_plot_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
import torch
from classy_vision.generic.distributed_util import is_primary
from classy_vision.generic... | ClassyVision-main | classy_vision/hooks/torchscript_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
from typing import Any, Dict
from classy_vision.generic.profiler import profile, summarize_profiler_i... | ClassyVision-main | classy_vision/hooks/profiler_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import collections.abc
import logging
from typing import Any, Dict
from classy_vision.generic.distributed_util impor... | ClassyVision-main | classy_vision/hooks/visdom_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
from typing import Any, Dict
from classy_vision.generic.distributed_util import is_primary
from class... | ClassyVision-main | classy_vision/hooks/model_tensorboard_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
import math
import torch
from classy_vision.generic.util import (
get_batchsize_per_replica,
... | ClassyVision-main | classy_vision/hooks/precise_batch_norm_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
from typing import Optional
from classy_vision.generic.distributed_util import get_rank
from classy_v... | ClassyVision-main | classy_vision/hooks/loss_lr_meter_logging_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
from classy_vision.generic.profiler import (
ClassyProfilerNotImplementedError,
compute_activ... | ClassyVision-main | classy_vision/hooks/model_complexity_hook.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from pathlib import Path
from classy_vision.generic.registry_utils import import_all_modules
FILE_ROOT = Path(__fi... | ClassyVision-main | classy_vision/templates/synthetic/losses/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import torch.nn.functional as F
from classy_vision.losses import ClassyLoss, register_loss
@register_loss("my_loss"... | ClassyVision-main | classy_vision/templates/synthetic/losses/my_loss.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Callable, Dict, Optional, Union
from classy_vision.dataset import ClassyDataset, register_d... | ClassyVision-main | classy_vision/templates/synthetic/datasets/my_dataset.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from pathlib import Path
from classy_vision.generic.registry_utils import import_all_modules
FILE_ROOT = Path(__fi... | ClassyVision-main | classy_vision/templates/synthetic/datasets/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from pathlib import Path
from classy_vision.generic.registry_utils import import_all_modules
FILE_ROOT = Path(__fi... | ClassyVision-main | classy_vision/templates/synthetic/models/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import torch.nn as nn
import torchvision.models as models
from classy_vision.models import ClassyModel, register_mode... | ClassyVision-main | classy_vision/templates/synthetic/models/my_model.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import importlib
import logging
import os
import sys
from pathlib import Path
def import_all_modules(root: str, bas... | ClassyVision-main | classy_vision/generic/registry_utils.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import collections.abc
import contextlib
import json
import logging
import os
import time
from functools import parti... | ClassyVision-main | classy_vision/generic/util.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
| ClassyVision-main | classy_vision/generic/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import math
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import numpy as np
import torch
imp... | ClassyVision-main | classy_vision/generic/visualize.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import multiprocessing
import os
import pdb
import sys
__all__ = ["set_trace"]
_stdin = [None]
_stdin_lock = mult... | ClassyVision-main | classy_vision/generic/pdb.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import sys
def debug_info(type, value, tb):
if hasattr(sys, "ps1") or not sys.stderr.isatty():
sys.__e... | ClassyVision-main | classy_vision/generic/debug.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
from collections import defaultdict, deque
from time import perf_counter
from typing import List, Mapp... | ClassyVision-main | classy_vision/generic/perf_stats.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import argparse
import os
from classy_vision.generic.util import is_pos_int
def add_generic_args(parser):
"""
... | ClassyVision-main | classy_vision/generic/opts.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import collections.abc as abc
import logging
import operator
from typing import Any, Callable, Dict, List, Optional, ... | ClassyVision-main | classy_vision/generic/profiler.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import io
import tempfile
from typing import Any, Callable, List, Tuple
import torch
# Default to GPU 0
_cuda_devi... | ClassyVision-main | classy_vision/generic/distributed_util.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from .classy_hub_interface import ClassyHubInterface
__all__ = ["ClassyHubInterface"]
| ClassyVision-main | classy_vision/hub/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and 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 Any, Callable, Iterator, List, Optional, Union
import torch
import torch.nn as nn
from classy_vis... | ClassyVision-main | classy_vision/hub/classy_hub_interface.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from .classy_trainer import ClassyTrainer
from .distributed_trainer import DistributedTrainer
from .local_trainer imp... | ClassyVision-main | classy_vision/trainer/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from classy_vision.generic.distributed_util import barrier
from classy_vision.tasks import ClassyTask
class Classy... | ClassyVision-main | classy_vision/trainer/classy_trainer.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
import os
import torch
from classy_vision.generic.distributed_util import (
get_rank,
get_wor... | ClassyVision-main | classy_vision/trainer/distributed_trainer.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import logging
from typing import Optional
from classy_vision.generic.distributed_util import set_cpu_device, set_cu... | ClassyVision-main | classy_vision/trainer/local_trainer.py |
ClassyVision-main | classy_vision/hydra/__init__.py | |
ClassyVision-main | classy_vision/hydra/conf/__init__.py |
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