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.
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torch import nn
fro... | EXA-1-master | exa/libraries/multimodal-main/tests/models/flava/test_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 math import inf
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
fro... | EXA-1-master | exa/libraries/multimodal-main/tests/models/clip/test_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.
| EXA-1-master | exa/libraries/multimodal-main/tests/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.
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torchmultimodal.mode... | EXA-1-master | exa/libraries/multimodal-main/tests/models/clip/test_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 tests.test_utils import assert_expected, set_rng_seed
from torchmultimodal.mode... | EXA-1-master | exa/libraries/multimodal-main/tests/models/clip/test_checkpoint.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 tests.test_utils import assert_expected, set_rng_seed
from torch import Tensor... | EXA-1-master | exa/libraries/multimodal-main/tests/models/clip/test_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.
import copy
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torch i... | EXA-1-master | exa/libraries/multimodal-main/tests/models/albef/test_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.
| EXA-1-master | exa/libraries/multimodal-main/tests/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 pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torch import Tensor
... | EXA-1-master | exa/libraries/multimodal-main/tests/models/albef/test_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.
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torch import Tensor... | EXA-1-master | exa/libraries/multimodal-main/tests/models/albef/test_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.
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torchmultimodal.mo... | EXA-1-master | exa/libraries/multimodal-main/tests/models/mdetr/test_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.
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torchmultimodal.mod... | EXA-1-master | exa/libraries/multimodal-main/tests/models/mdetr/test_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.
| EXA-1-master | exa/libraries/multimodal-main/tests/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 pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torchmultimodal.mod... | EXA-1-master | exa/libraries/multimodal-main/tests/models/mdetr/test_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 unittest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torchmultimodal.m... | EXA-1-master | exa/libraries/multimodal-main/tests/models/mdetr/test_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.
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torchmultimodal.tra... | EXA-1-master | exa/libraries/multimodal-main/tests/transforms/test_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.
| EXA-1-master | exa/libraries/multimodal-main/tests/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.
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torchmultimodal.tra... | EXA-1-master | exa/libraries/multimodal-main/tests/transforms/test_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 pytest
import torch
from tests.test_utils import assert_expected, get_asset_path, set_rng_seed
from tor... | EXA-1-master | exa/libraries/multimodal-main/tests/transforms/test_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.
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torchmultimodal.tran... | EXA-1-master | exa/libraries/multimodal-main/tests/transforms/test_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/tests/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 pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torch import Tensor... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/losses/test_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.
| EXA-1-master | exa/libraries/multimodal-main/tests/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.
import random
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torch... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/losses/test_mdetr_losses.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 unittest
import torch
from tests.test_utils import assert_expected
from torchmultimodal.modules.losses.... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/losses/test_commitment.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 itertools import chain
from typing import List
import pytest
import torch
import torch.multiprocessing a... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/losses/test_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.
| EXA-1-master | exa/libraries/multimodal-main/tests/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.
import unittest
import torch
from torch import nn
from torchmultimodal.modules.fusions.deepset_fusion import (... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/fusions/test_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.
import unittest
import torch
from torchmultimodal.modules.fusions.attention_fusion import AttentionFusionModul... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/fusions/test_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.
import unittest
from functools import partial
import torch
from tests.test_utils import assert_expected, set_r... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/layers/test_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.
import pytest
import torch
from tests.test_utils import assert_expected
from torch import nn
from torchmultimod... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/layers/test_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 tests.test_utils import assert_expected
from torchmultimodal.modules.layers.activation impor... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/layers/test_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.
import torch
from torchmultimodal.modules.layers.normalizations import Fp32GroupNorm, Fp32LayerNorm
def test_... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/layers/test_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.
| EXA-1-master | exa/libraries/multimodal-main/tests/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.
import pytest
import torch
from tests.test_utils import assert_expected
from torch import nn
from torchmultimo... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/layers/test_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 collections import OrderedDict
import pytest
import torch
from tests.test_utils import a... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/layers/test_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.
from itertools import repeat
import pytest
import torch
from tests.test_utils import assert_expected, set_rng... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/layers/test_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 pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torchmultimodal.modu... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/layers/test_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.
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torch import nn
fro... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/layers/test_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 unittest
import warnings
from itertools import product
import torch
from tests.test_utils import assert... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/layers/test_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.
import unittest
import torch
from torch import nn
from torchmultimodal.modules.encoders.mil_encoder import MIL... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/encoders/test_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.
import unittest
import torch
from tests.test_utils import assert_expected
from torch import nn
from torchmulti... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/encoders/test_weighted_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.
import unittest
import torch
from tests.test_utils import set_rng_seed
from torchmultimodal.modules.encoders.... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/encoders/test_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.
| EXA-1-master | exa/libraries/multimodal-main/tests/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.
import pytest
import torch
from tests.test_utils import assert_expected, set_rng_seed
from torch import Tensor
... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/encoders/test_bert_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.
import unittest
import torch
from tests.test_utils import assert_expected
from torch import nn
from torchmulti... | EXA-1-master | exa/libraries/multimodal-main/tests/modules/encoders/test_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.
| EXA-1-master | exa/libraries/multimodal-main/examples/__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 torch
from torch import nn
class LSTMEncoder(nn.Module):
"""An LSTM encoder. Stacks an LSTM on an ... | EXA-1-master | exa/libraries/multimodal-main/examples/cnn_lstm/lstm_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
from examples.cnn_lstm.cnn_encoder import CNNEncoder
from examples.cnn_lstm.lstm_encod... | EXA-1-master | exa/libraries/multimodal-main/examples/cnn_lstm/cnn_lstm.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 nn
class CNNEncoder(nn.Module):
"""A CNN encoder.... | EXA-1-master | exa/libraries/multimodal-main/examples/cnn_lstm/cnn_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.
import pytest
import torch
from examples.cnn_lstm.cnn_lstm import cnn_lstm_classifier
from tests.test_utils im... | EXA-1-master | exa/libraries/multimodal-main/examples/cnn_lstm/tests/test_cnn_lstm.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.cnn_lstm.cnn_encoder import CNNEncoder
from tests.test_utils import a... | EXA-1-master | exa/libraries/multimodal-main/examples/cnn_lstm/tests/test_cnn_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.
import pytest
import torch
from examples.cnn_lstm.lstm_encoder import LSTMEncoder
from tests.test_utils import... | EXA-1-master | exa/libraries/multimodal-main/examples/cnn_lstm/tests/test_lstm_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 dataclasses import dataclass, field
from typing import Any, Dict, List, Optional, Tuple
from omegaconf im... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/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.
| EXA-1-master | exa/libraries/multimodal-main/examples/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.
from typing import Any, Tuple
import torch
from pytorch_lightning import LightningModule
from torchmetrics imp... | EXA-1-master | exa/libraries/multimodal-main/examples/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.
import argparse
import logging
import torch
from flava.data.transforms import (
default_image_pretraining_... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/coco_zero_shot.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 flava.definitions import (
FLAVAArguments,
TrainingArguments,
TrainingSingleDatasetInfo,
)
fro... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/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 common.data import MultiDataModule
from flava.callbacks.multimodal_eval import MultimodalEvalCallback
from... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/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.
from flava.data import TextDataModule, TorchVisionDataModule
from flava.data.datamodules import VLDataModule
fr... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/finetune.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 torch
from torchmultimodal.models.flava.model import flava_model_for_pretraining
KEY_R... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/tools/convert_weights.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/flava/native/__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, Tuple
import torch
from torch import nn
from torchmultimodal.models.flava.model import... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/native/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 os
import random
from typing import Any
import torch
from flava.data.imagenet_zeroshot_data import (
... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/native/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.
# example command to train:
# `torchrun --nproc_per_node=8 -m flava.native.train config=flava/native/configs/pr... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/native/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 os
from functools import partial
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
i... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/native/data.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 logging
import torch
from flava.data import default_text_transform, VL_MAX_LENGTH_DEFAULT
from flava.da... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/callbacks/multimodal_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.
from .multimodal_eval import * # noqa F401
| EXA-1-master | exa/libraries/multimodal-main/examples/flava/callbacks/__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 random
from functools import partial
from typing import Any, Callable, Optional
import torch
from torch... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/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.
from .transforms import * # noqa F401
from .utils import * # noqa F401
from .imagenet_zeroshot_data import * ... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/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 time
from concurrent.futures import ThreadPoolExecutor
from functools import partial
from typing import ... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/data/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 os
from functools import partial
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
i... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/data/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.
# File taken from https://github.com/mlfoundations/open_clip/
imagenet_classnames = [
"tench",
"goldf... | EXA-1-master | exa/libraries/multimodal-main/examples/flava/data/imagenet_zeroshot_data.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
import hashlib
import os
from typing import Optional
import torch
from torch import nn
def store... | EXA-1-master | exa/libraries/multimodal-main/examples/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.
| EXA-1-master | exa/libraries/multimodal-main/examples/omnivore/__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.
# This file is modified from:
# https://github.com/pytorch/vision/blob/main/references/classification/utils.py
... | EXA-1-master | exa/libraries/multimodal-main/examples/omnivore/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.
# Based on https://github.com/pytorch/vision/blob/main/references/classification/train.py
import argparse
impo... | EXA-1-master | exa/libraries/multimodal-main/examples/omnivore/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.
# Modified from https://github.com/pytorch/vision/blob/main/references/classification/transforms.py
import mat... | EXA-1-master | exa/libraries/multimodal-main/examples/omnivore/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.
import omnivore.data.transforms as CT # custom transforms
import torch
import torchvision.transforms as T
from... | EXA-1-master | exa/libraries/multimodal-main/examples/omnivore/data/presets.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 os
from pathlib import Path
import PIL
import scipy.io
import torch
import torchvision
import torchvisi... | EXA-1-master | exa/libraries/multimodal-main/examples/omnivore/data/datasets.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/omnivore/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.
# This file, data_builder.py, consists of functions to build the dataset
# for training in torchmultimodal/exam... | EXA-1-master | exa/libraries/multimodal-main/examples/omnivore/data/data_builder.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 typing import List, Optional
import torch
from torch import Tensor
from torchvision.transform... | EXA-1-master | exa/libraries/multimodal-main/examples/omnivore/data/rand_aug3d.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/common/__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 random
import warnings
from functools import partial
from typing import Callable, List, Optional
import... | EXA-1-master | exa/libraries/multimodal-main/examples/common/data/multidata.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 .multidata import * # noqa F401
| EXA-1-master | exa/libraries/multimodal-main/examples/common/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.
| EXA-1-master | exa/libraries/multimodal-main/examples/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 argparse
import datetime
import os
import random
import time
import ruamel.yaml as yaml
import torch
im... | EXA-1-master | exa/libraries/multimodal-main/examples/albef/finetune_vqa.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 typing import Any, Callable, Dict, List, Optional, Tuple, Union
import torch
import torch.nn.... | EXA-1-master | exa/libraries/multimodal-main/examples/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.
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed un... | EXA-1-master | exa/libraries/multimodal-main/examples/albef/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 argparse
import datetime
import os
import random
import time
import ruamel.yaml as yaml
import torch
im... | EXA-1-master | exa/libraries/multimodal-main/examples/albef/finetune_retrieval.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 re
from typing import List, Tuple, Union
import torch
from torchtext.transforms import PadTransform, S... | EXA-1-master | exa/libraries/multimodal-main/examples/albef/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.
from typing import List, Optional, Tuple
import torch
from data.transforms import (
ALBEFTextTransform,
... | EXA-1-master | exa/libraries/multimodal-main/examples/albef/data/vqa_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.
| EXA-1-master | exa/libraries/multimodal-main/examples/albef/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
import os
from typing import Callable, List, Tuple, Union
from PIL import Image
from torch import ... | EXA-1-master | exa/libraries/multimodal-main/examples/albef/data/retrieval_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 typing import List, Optional, Tuple
import torch
from data.retrieval_dataset import (
ImageToTextRetr... | EXA-1-master | exa/libraries/multimodal-main/examples/albef/data/retrieval_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.
import json
import os
from typing import Callable, List, Tuple, Union
import torch
from PIL import Image
from... | EXA-1-master | exa/libraries/multimodal-main/examples/albef/data/vqa_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 typing import List, Tuple
import torch
import torch.nn.functional as F
from scipy.optimize import linear_... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/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.
import argparse
import datetime
import json
import math
import random
import sys
import time
from copy import d... | EXA-1-master | exa/libraries/multimodal-main/examples/mdetr/vqa_finetune.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/phrase_grounding.py |
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