python_code stringlengths 0 992k | repo_name stringlengths 8 46 | file_path stringlengths 5 162 |
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# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from collections import OrderedDict
from functools import partial
from typing import Any, Callable, Dict, Itera... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/loss.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
"""Collections of utilities related to optimization."""
from bisect import bisect_right
import torch
def upd... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/optimizer.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import argparse
import json
import random
from copy import deepcopy
from pathlib import Path
import numpy as n... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/vqa_eval.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import random
import pytest
import torch
from examples.mdetr.matcher import HungarianMatcher
from tests.test_u... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/tests/test_matcher.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from copy import deepcopy
import pytest
import torch
from examples.mdetr.data.postprocessors import PostProces... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/tests/test_postprocessors.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import pytest
import torch
from examples.mdetr.loss import construct_positive_map, contrastive_alignment_loss
f... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/tests/test_loss.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
"""
Various utilities related to track and report metrics
"""
import datetime
import time
from collections impo... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/utils/metrics.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Any, Dict, List, Optional
import torch
from torch import Tensor
def interpolate(
inpu... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/utils/misc.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/utils/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import argparse
def get_args_parser():
parser = argparse.ArgumentParser("MDETR", add_help=False)
par... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/utils/args_parse.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import functools
import io
import os
import torch
import torch.distributed as dist
_LOCAL_PROCESS_GROUP = Non... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/utils/dist.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import random
from typing import Any, Callable, Dict, Iterable, Union
import PIL
import torch
import torchvisi... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/data/transforms.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/data/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import json
from pathlib import Path
import torch
from data.transforms import ConvertCocoPolysToMask, create_... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/data/dataset.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from functools import partial
from typing import Callable, Optional
import torch
from data.dataset import buil... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/data/datamodule.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import List
import numpy as np
import torch
import torch.nn.functional as F
from torch import Tens... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/data/postprocessors.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
""" Evaluator for Flickr30k """
import xml.etree.ElementTree as Et
from pathlib import Path
from typing import ... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/data/flickr_eval.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import pytest
import torch
from examples.mugen.retrieval.video_clip import (
Projection,
TextEncoder,
... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/tests/retrieval/test_video_clip.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import pytest
import torch
from examples.mugen.generation.video_vqvae import video_vqvae_mugen
from tests.test... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/tests/generation/test_video_vqvae.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import pytest
import torch
from examples.mugen.generation.text_video_gpt import text_video_gpt
from tests.te... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/tests/generation/test_text_video_gpt.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from dataclasses import dataclass
from typing import Any, Dict, Optional, Tuple
from examples.mugen.data.mugen... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/retrieval/definitions.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import warnings
from typing import Any, Tuple
import torch
from examples.mugen.retrieval.video_clip import vi... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/retrieval/model.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from examples.mugen.data.mugen_datamodules import MUGENDataModule
from examples.mugen.data.mugen_dataset import... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/retrieval/train.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import warnings
from typing import Any, Dict, Optional
import torch
from torch import nn
from torchmultimoda... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/retrieval/video_clip.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from examples.mugen.data.mugen_datamodules import MUGENDataModule
from examples.mugen.data.mugen_dataset import... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/retrieval/eval.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import json
import os
from dataclasses import dataclass
import numpy as np
import torch
from examples.mugen.da... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/data/mugen_dataset.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import torch
from tqdm import tqdm
label_color_map = {
0: torch.FloatTensor((0, 0, 0)),
1: torch.Floa... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/data/video_utils.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import av
import numpy as np
# Audio constants are from MUGEN's audio VQVAE implementation
# (https://github.... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/data/audio_utils.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Callable, Optional
import pytorch_lightning as pl
import torch
import torch.distributed as ... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/data/mugen_datamodules.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import json
class Game:
def __init__(self, **kwargs):
self.game_id = -1
self.level_seed =... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/data/coinrun/game.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import math
import os
import numpy as np
from PIL import Image
DEATH_ANIM_LENGTH = 30
FINISHED_LEVEL_ANIM_LEN... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/data/coinrun/construct_from_json.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import json
class Sequence:
def __init__(
self, start_frame, end_frame, pose_type, start_x, start... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/data/coinrun/generate_text_desc.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Optional
from torchmultimodal.models.video_vqvae import (
preprocess_int_conv_params,
... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/generation/video_vqvae.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import List, Optional, Tuple
import torch
from examples.mugen.generation.video_vqvae import video... | EXA-1-master | exa/libraries/multimodal-main/examples/mugen/generation/text_video_gpt.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from torchmultimodal.utils.file_io import _get_path_manager
_PATH_MANAGER = _get_path_manager()
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Optional
import torch
from torch import Tensor
def get_extended_attention_mask(attention_... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/utils/attention.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import warnings
from typing import Any, List, NamedTuple, Optional, Tuple
import torch
from torch import nn, T... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/utils/generate.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/utils/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Sized
def assert_equal_lengths(
*args: Sized, msg: str = "iterable arguments must have... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/utils/assertion.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import List
import torch
from torch import Tensor
from torch.distributed import all_gather as all_... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/utils/distributed.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import warnings
from collections import OrderedDict
from copy import deepcopy
from dataclasses import fields
fr... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/utils/common.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from iopath.common.file_io import HTTPURLHandler, PathManager
def _get_path_manager() -> PathManager:
try... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/utils/file_io.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Any, cast, List, Optional, Tuple, Union
from torch import nn, Size, Tensor
from torchmulti... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/video_vqvae.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from collections import OrderedDict
from typing import Dict, List, NamedTuple, Optional
from torch import nn, ... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/two_tower.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Tuple
from torch import nn
from torchmultimodal.models.gpt import (
MultimodalGPT,
... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/video_gpt.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Dict
import torch
from torch import nn
class LateFusion(nn.Module):
"""A generic arch... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/late_fusion.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Callable, List, Optional
import torch
import torchmultimodal.utils.common as common_utils
... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/omnivore.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import NamedTuple, Tuple, Union
from torch import nn, Size, Tensor
from torchmultimodal.modules.la... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/vqvae.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from functools import partial
from typing import Any, Callable, Dict, NamedTuple, Optional, Tuple, Union
impor... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/gpt.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/flava/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
# Code for some of the transformers components in this file are initialized
# from their counterparts in Huggin... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/flava/model.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from functools import partial
from typing import Callable
from torch import nn
from torchmultimodal.models.fla... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/flava/text_encoder.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from functools import partial
from typing import Any, Callable, Optional
import torch
from torch import nn, Te... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/flava/transformer.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import math
import warnings
from functools import partial
from typing import Any, Callable, Dict, Optional, Tup... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/flava/image_encoder.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/clip/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import NamedTuple
import torch
import torch.nn.functional as F
from torch import nn
from torchmu... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/clip/model.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import torch
from torch import nn, Tensor
from torch.nn import TransformerEncoder, TransformerEncoderLayer
fr... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/clip/text_encoder.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
# This code is based on https://github.com/openai/CLIP/blob/main/clip/model.py
from collections import Ordered... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/clip/image_encoder.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Callable, Optional
from torch import nn, Tensor
from torchmultimodal.modules.layers.transf... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/albef/multimodal_encoder.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/albef/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import copy
from collections import namedtuple
from typing import Tuple
import torch
import torch.nn.functiona... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/albef/model.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from functools import partial
from torch import nn, Tensor
from torchvision.models.feature_extraction import c... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/albef/image_encoder.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/mdetr/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import math
from collections import OrderedDict
from typing import Dict, List, NamedTuple, Optional, Tuple
im... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/mdetr/model.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Optional
import torch
from torch import nn, Tensor
from torchmultimodal.modules.encoders.be... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/mdetr/text_encoder.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Callable, NamedTuple, Optional
import torch
from torch import nn, Tensor
from torchmultimod... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/mdetr/transformer.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Callable, Tuple
import torch
import torch.nn.functional as F
from torch import nn, Tensor
f... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/models/mdetr/image_encoder.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import List
import torch
from torchtext.transforms import (
AddToken,
BERTTokenizer,
... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/transforms/bert_text_transform.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import math
import random
import warnings
from typing import Any, Dict, List, Mapping, Optional, Tuple, Union
... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/transforms/flava_transform.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/transforms/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Tuple
import torch
import torch.nn.functional as F
from torchmultimodal.utils.common import... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/transforms/video_transform.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Callable, List, Optional, Tuple, Union
import torch
from PIL.Image import Image
from torch ... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/transforms/clip_transform.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import math
import warnings
from dataclasses import dataclass, field
from typing import Any, Callable, Optional... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/losses/flava.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/losses/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Any
from torch import nn, Tensor
from torch.nn import functional as F
class CommitmentLos... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/losses/vqvae.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import math
from dataclasses import dataclass
from typing import Any, Dict, Optional, OrderedDict, Tuple, Union... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/losses/contrastive_loss_with_temperature.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Optional
import torch
import torch.nn.functional as F
from torch import nn, Tensor
class ... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/losses/albef.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import List, NamedTuple, Tuple
import torch
import torch.nn.functional as F
from torch import Tens... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/losses/mdetr.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Dict, List, Optional
import torch
from torch import nn, Tensor
class AttentionFusionModul... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/fusions/attention_fusion.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Dict
import torch
from torch import nn
class ConcatFusionModule(nn.Module):
"""Module... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/fusions/concat_fusion.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/fusions/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Callable, Dict, Optional, Tuple
import torch
import torch.nn.functional as F
from torch imp... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/fusions/deepset_fusion.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Any, Dict, Optional, Tuple, Union
import torch
from torch import nn, Tensor
from torch.nn i... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/layers/attention.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Optional
import torch
from torch import nn, Tensor
class BERTTextEmbeddings(nn.Module):
... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/layers/text_embedding.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Any, List, Mapping, NamedTuple, Tuple, Union
import torch
from torch import nn, Size, Tenso... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/layers/codebook.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/layers/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Callable, List, Optional, Union
import torch
from torch import nn
class MLP(nn.Module):
... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/layers/mlp.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Any
from torch import nn, Tensor
class Fp32LayerNorm(nn.LayerNorm):
def __init__(self... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/layers/normalizations.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import torch
from torch import nn, Tensor
class SiLU(nn.Module):
r"""Sigmoid Linear Unit
.. math:: \... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/layers/activation.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
# Code for some of the transformers components in this file are initialized
# from their counterparts in Huggin... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/layers/transformer.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import itertools
from typing import Tuple
import torch
from torch import nn, Tensor
class BroadcastedPositio... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/layers/position_embedding.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import warnings
from itertools import repeat
from typing import Any, Tuple, Union
from torch import nn, Size, ... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/layers/conv.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Optional
import torch.nn.functional as F
from torch import nn, Tensor
class MultiHeadSelf... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/layers/multi_head_attention.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import torch
from torch import nn, Tensor
POOLING_TYPES = ["sum", "mean", "max"]
class EmbeddingEncoder(nn.... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/encoders/embedding_encoder.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
# Modified from 2d Swin Transformers in torchvision:
# https://github.com/pytorch/vision/blob/main/torchvision/... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/encoders/swin_transformer_3d_encoder.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Callable, List, Optional, Union
import torch
from torch import nn, Tensor
from torchmultimo... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/encoders/mil_encoder.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
| EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/encoders/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
from typing import Callable, Tuple, Union
import torch
from torch import nn, Tensor
class WeightedEmbeddingE... | EXA-1-master | exa/libraries/multimodal-main/torchmultimodal/modules/encoders/weighted_embedding_encoder.py |
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