python_code stringlengths 0 992k | repo_name stringlengths 8 46 | file_path stringlengths 5 162 |
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# Copyright (c) Facebook, Inc. and its affiliates.
import gc
import unittest
import torch
from mmf.models.mmbt import MMBT
from mmf.modules.hf_layers import undo_replace_with_jit
from mmf.utils.build import build_optimizer
from omegaconf import OmegaConf
from tests.test_utils import SimpleModel, skip_if_no_network
... | EXA-1-master | exa/models/mmf-main/tests/modules/test_optimizers.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/tests/modules/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import mmf.modules.fusions as fusions
import torch
class TestModuleFusions(unittest.TestCase):
def setUp(self):
bsize = 2
self.x = [torch.randn(bsize, 10), torch.randn(bsize, 20)]
self.input_dims = [self.x[0].shape[-1], s... | EXA-1-master | exa/models/mmf-main/tests/modules/test_fusions.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from mmf.modules.vit import ViTModel
from omegaconf import OmegaConf
from tests.test_utils import setup_proxy, skip_if_old_transformers
from torch import nn
@skip_if_old_transformers(min_version="4.5.0")
class TestViT(unittest.TestCase)... | EXA-1-master | exa/models/mmf-main/tests/modules/test_vit.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from mmf.modules.hf_layers import replace_with_jit, undo_replace_with_jit
try:
from transformers3.modeling_bert import BertSelfAttention
except ImportError:
from transformers.modeling_bert import BertSelfAttention
class TestHFLayers(unittes... | EXA-1-master | exa/models/mmf-main/tests/modules/test_hf_layers.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# flake8: noqa: F401
from . import datasets, models
| EXA-1-master | exa/models/mmf-main/tests/data/user_dir/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# flake8: noqa: F401
from . import always_one
| EXA-1-master | exa/models/mmf-main/tests/data/user_dir/datasets/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from mmf.datasets.base_dataset_builder import BaseDatasetBuilder
from tests.test_utils import NumbersDataset
DATASET_LEN = 20
@registry.register_builder("always_one")
class AlwaysOneBuilder(BaseDatasetBuilder):
def __in... | EXA-1-master | exa/models/mmf-main/tests/data/user_dir/datasets/always_one.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# flake8: noqa: F401
from . import simple
| EXA-1-master | exa/models/mmf-main/tests/data/user_dir/models/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from tests.test_utils import SimpleModel
@registry.register_model("simple")
class CustomSimpleModel(SimpleModel):
@classmethod
def config_path(cls):
return "configs/simple.yaml"
def forward(self, sample_l... | EXA-1-master | exa/models/mmf-main/tests/data/user_dir/models/simple.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
#
# mmf documentation build configuration file, created by
# sphinx-quickstart on Tue Apr 23 10:42:55 2019.
#
# This file is execfile()d with the current directory set to its
# containing dir.
#
# Note that not all possible configuration values ... | EXA-1-master | exa/models/mmf-main/docs/source/conf.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import sys
__version__ = "1.0.0rc12"
msg = "MMF is only compatible with Python 3.6 and newer."
if sys.version_info < (3, 6):
raise ImportError(msg)
| EXA-1-master | exa/models/mmf-main/mmf/version.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# isort:skip_file
# flake8: noqa: F401
from mmf.utils.patch import patch_transformers
patch_transformers()
from mmf import common, datasets, models, modules, utils
from mmf.modules import losses, metrics, optimizers, poolers, schedulers
from mmf.version import __vers... | EXA-1-master | exa/models/mmf-main/mmf/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
"""
In MMF, for adding new datasets, dataset builder for datasets need to be
added. A new dataset builder must inherit ``BaseDatasetBuilder`` class and
implement ``load`` and ``build`` functions.
``build`` is used to build a dataset when it is not available. For e.g.
... | EXA-1-master | exa/models/mmf-main/mmf/datasets/base_dataset_builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from mmf.common.sample import SampleList
from mmf.utils.general import get_current_device
from torch.utils.data.dataset import Dataset
class BaseDataset(Dataset):
"""Base class for implementing a dataset. Inherits from PyT... | EXA-1-master | exa/models/mmf-main/mmf/datasets/base_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import functools
import types
from torch.utils.data import ConcatDataset
class MMFConcatDataset(ConcatDataset):
# These functions should only be called once even if they return nothing
_SINGLE_CALL_FUNCS = []
def __init__(self, datasets):
super(... | EXA-1-master | exa/models/mmf-main/mmf/datasets/concat_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import math
from typing import Dict
from mmf.datasets import iteration_strategies
from mmf.datasets.multi_dataset_loader import MultiDataLoader
from torch.utils.data import DataLoader
class LightningMultiDataLoader(MultiDataLoader):
"""
LightningMultiDataLoa... | EXA-1-master | exa/models/mmf-main/mmf/datasets/lightning_multi_dataset_loader.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import logging
from mmf.datasets.lightning_multi_dataset_loader import LightningMultiDataLoader
from mmf.datasets.multi_datamodule import MultiDataModule
from mmf.datasets.multi_dataset_loader import MultiDataLoader
from omegaconf import DictConfig
logger = logging.... | EXA-1-master | exa/models/mmf-main/mmf/datasets/lightning_multi_datamodule.py |
# Copyright (c) Facebook, Inc. and its affiliates.
"""
MultiDatasetLoader class is used by DatasetLoader class to load multiple datasets
and more granular
"""
import logging
import warnings
from typing import Dict, Iterator
import torch
from mmf.common.sample import convert_batch_to_sample_list, SampleList
from mmf.da... | EXA-1-master | exa/models/mmf-main/mmf/datasets/multi_dataset_loader.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import collections
import os
from mmf.datasets.base_dataset import BaseDataset
from mmf.datasets.databases.annotation_database import AnnotationDatabase
from mmf.datasets.databases.features_database import FeaturesDatabase
from mmf.datasets.databases.image_database im... | EXA-1-master | exa/models/mmf-main/mmf/datasets/mmf_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import logging
import warnings
from dataclasses import dataclass
from typing import Dict
import numpy as np
from mmf.common.registry import registry
from mmf.utils.configuration import get_global_config
from mmf.utils.dataset import dataset_list_from_config
from omeg... | EXA-1-master | exa/models/mmf-main/mmf/datasets/iteration_strategies.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from . import processors
from .base_dataset import BaseDataset
from .base_dataset_builder import BaseDatasetBuilder
from .concat_dataset import ConcatDataset
from .lightning_multi_datamodule import LightningMultiDataModule
from .lightning_multi_dataset_loader import Li... | EXA-1-master | exa/models/mmf-main/mmf/datasets/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from torch.utils.data.dataset import Subset
class MMFSubset(Subset):
def __init__(self, dataset, indices):
super().__init__(dataset, indices)
self._dir_representation = dir(self)
def __getattr__(self, name):
if "_dir_representation" ... | EXA-1-master | exa/models/mmf-main/mmf/datasets/subset_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import logging
import warnings
from typing import Dict, List, Optional
import pytorch_lightning as pl
from mmf.common.sample import SampleList
from mmf.common.test_reporter import TestReporter
from mmf.datasets.iteration_strategies import IterationStrategy
from mmf.da... | EXA-1-master | exa/models/mmf-main/mmf/datasets/multi_datamodule.py |
import collections
import os
import typing
import warnings
from copy import deepcopy
import mmf.utils.download as download
import torch
from mmf.datasets.base_dataset_builder import BaseDatasetBuilder
from mmf.datasets.concat_dataset import MMFConcatDataset
from mmf.datasets.subset_dataset import MMFSubset
from mmf.ut... | EXA-1-master | exa/models/mmf-main/mmf/datasets/mmf_dataset_builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import collections
import os
import torch
import torchvision
import torchvision.datasets.folder as tv_helpers
from mmf.utils.file_io import PathManager
from mmf.utils.general import get_absolute_path
from PIL import Image
def get_possible_image_paths(path):
imag... | EXA-1-master | exa/models/mmf-main/mmf/datasets/databases/image_database.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import logging
from multiprocessing.pool import ThreadPool
import tqdm
from mmf.datasets.databases.image_database import ImageDatabase
from mmf.datasets.databases.readers.feature_readers import FeatureReader
from mmf.utils.distributed import is_main
from mmf.utils.gen... | EXA-1-master | exa/models/mmf-main/mmf/datasets/databases/features_database.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import mmf.datasets.databases.readers # noqa
from .annotation_database import AnnotationDatabase
from .features_database import FeaturesDatabase
from .image_database import ImageDatabase
from .scene_graph_database import SceneGraphDatabase
__all__ = [
"Annotati... | EXA-1-master | exa/models/mmf-main/mmf/datasets/databases/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.datasets.databases.annotation_database import AnnotationDatabase
class SceneGraphDatabase(AnnotationDatabase):
def __init__(self, config, scene_graph_path, *args, **kwargs):
super().__init__(config, scene_graph_path, *args, **kwargs)
self... | EXA-1-master | exa/models/mmf-main/mmf/datasets/databases/scene_graph_database.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import json
import numpy as np
import torch
from mmf.utils.file_io import PathManager
from mmf.utils.general import get_absolute_path
class AnnotationDatabase(torch.utils.data.Dataset):
"""
Dataset for Annotations used in MMF
TODO: Update on docs sprint... | EXA-1-master | exa/models/mmf-main/mmf/datasets/databases/annotation_database.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/mmf/datasets/databases/readers/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import math
import os
import pickle
from typing import Any
import lmdb
import numpy as np
import torch
from mmf.utils.file_io import PathManager
def load_feat(feat_path: str, convert_to_tensor: bool = False) -> Any:
with PathManager.open(feat_path, "rb") as f:
... | EXA-1-master | exa/models/mmf-main/mmf/datasets/databases/readers/feature_readers.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from mmf.datasets.builders.coco import MaskedCOCOBuilder
from .masked_dataset import MaskedConceptualCaptionsDataset
@registry.register_builder("masked_conceptual_captions")
class MaskedConceptualCaptionsBuilder(MaskedCOCOBui... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/conceptual_captions/masked_builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.datasets.builders.coco import MaskedCOCODataset
class MaskedConceptualCaptionsDataset(MaskedCOCODataset):
def __init__(self, config, dataset_type, imdb_file_index, *args, **kwargs):
super().__init__(config, dataset_type, imdb_file_index, *args, ... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/conceptual_captions/masked_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
__all__ = [
"ConceptualCaptionsBuilder",
"ConceptualCaptionsDataset",
"MaskedConceptualCaptionsBuilder",
"MaskedConceptualCaptionsDataset",
]
from .builder import ConceptualCaptionsBuilder
from .dataset import ConceptualCaptionsDataset
from .masked_bui... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/conceptual_captions/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from mmf.datasets.builders.coco import COCOBuilder
from .dataset import ConceptualCaptionsDataset
@registry.register_builder("conceptual_captions")
class ConceptualCaptionsBuilder(COCOBuilder):
def __init__(self):
... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/conceptual_captions/builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import torch
from mmf.common.sample import Sample
from mmf.datasets.builders.coco import COCODataset
class ConceptualCaptionsDataset(COCODataset):
def __init__(self, config, dataset_type, imdb_file_index, *args, **kwargs):
super().__init__(config, dataset... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/conceptual_captions/dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/glue/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import logging
import torch
from mmf.common.registry import registry
from mmf.common.sample import Sample
from mmf.datasets.base_dataset import BaseDataset
from mmf.datasets.mmf_dataset_builder import MMFDatasetBuilder
from mmf.utils.general import retry_n
MAX_RETRI... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/glue/builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_entailment/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
from mmf.common.registry import registry
from mmf.datasets.builders.visual_entailment.dataset import VisualEntailmentData... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_entailment/builder.py |
import copy
import json
import torch
from mmf.common.sample import Sample
from mmf.datasets.builders.vqa2 import VQA2Dataset
LABEL_TO_INT_MAPPING = {"entailment": 0, "neutral": 1, "contradiction": 2}
class VisualEntailmentDataset(VQA2Dataset):
def __init__(self, config, dataset_type, imdb_file_index, *args, **... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_entailment/dataset.py |
EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/clevr/__init__.py | |
import json
import logging
import math
import os
import zipfile
from collections import Counter
from mmf.common.constants import CLEVR_DOWNLOAD_URL
from mmf.common.registry import registry
from mmf.datasets.base_dataset_builder import BaseDatasetBuilder
from mmf.datasets.builders.clevr.dataset import CLEVRDataset
from... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/clevr/builder.py |
import json
import os
import numpy as np
import torch
from mmf.common.sample import Sample
from mmf.datasets.base_dataset import BaseDataset
from mmf.utils.distributed import is_main, synchronize
from mmf.utils.general import get_mmf_root
from mmf.utils.text import tokenize, VocabFromText
from PIL import Image
_CONS... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/clevr/dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from mmf.datasets.builders.visual_genome.builder import VisualGenomeBuilder
from mmf.datasets.builders.visual_genome.masked_dataset import MaskedVisualGenomeDataset
@registry.register_builder("masked_visual_genome")
class Mas... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_genome/masked_builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.sample import Sample
from mmf.datasets.mmf_dataset import MMFDataset
class MaskedVisualGenomeDataset(MMFDataset):
def __init__(self, config, dataset_type, imdb_file_index, *args, **kwargs):
super().__init__(
"masked_visual_gen... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_genome/masked_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_genome/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import logging
import os
import shutil
from mmf.common.constants import VISUAL_GENOME_CONSTS
from mmf.common.registry import registry
from mmf.datasets.builders.visual_genome.dataset import VisualGenomeDataset
from mmf.datasets.builders.vqa2.builder import VQA2Builder... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_genome/builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import copy
import json
import torch
from mmf.common.sample import Sample, SampleList
from mmf.datasets.builders.vqa2 import VQA2Dataset
from mmf.datasets.databases.scene_graph_database import SceneGraphDatabase
_CONSTANTS = {"image_id_key": "image_id"}
class Visu... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_genome/dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.datasets.builders.coco.detection_dataset import DetectionCOCODataset
class DetectionVisualGenomeDataset(DetectionCOCODataset):
def __init__(self, config, dataset_type, imdb_file_index, *args, **kwargs):
super().__init__(config, dataset_type, imdb... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_genome/detection_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from mmf.datasets.builders.visual_genome.detection_dataset import (
DetectionVisualGenomeDataset,
)
from mmf.datasets.mmf_dataset_builder import MMFDatasetBuilder
@registry.register_builder("detection_visual_genome")
class... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_genome/detection_builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
from mmf.common.registry import registry
from mmf.datasets.builders.mmimdb.masked_dataset import MaskedMMImdbDataset
from... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/mmimdb/masked_builder.py |
import random
from mmf.common.sample import Sample
from mmf.datasets.builders.vqa2.dataset import VQA2Dataset
class MaskedMMImdbDataset(VQA2Dataset):
def __init__(self, config, dataset_type, imdb_file_index, *args, **kwargs):
super().__init__(
config,
dataset_type,
imd... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/mmimdb/masked_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/mmimdb/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
from mmf.common.registry import registry
from mmf.datasets.builders.mmimdb.dataset import (
MMIMDbFeaturesDataset,
... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/mmimdb/builder.py |
import copy
import json
import torch
from mmf.common.sample import Sample
from mmf.datasets.mmf_dataset import MMFDataset
class MMIMDbFeaturesDataset(MMFDataset):
def __init__(self, config, dataset_type, imdb_file_index, *args, **kwargs):
super().__init__(
"mmimdb", config, dataset_type, imdb... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/mmimdb/dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from mmf.datasets.builders.coco import MaskedCOCOBuilder
from .masked_dataset import MaskedSBUDataset
@registry.register_builder("masked_sbu")
class MaskedSBUBuilder(MaskedCOCOBuilder):
def __init__(self):
super(... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/sbu_captions/masked_builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.datasets.builders.coco import MaskedCOCODataset
class MaskedSBUDataset(MaskedCOCODataset):
def __init__(self, config, dataset_type, imdb_file_index, *args, **kwargs):
super().__init__(config, dataset_type, imdb_file_index, *args, **kwargs)
... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/sbu_captions/masked_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
__all__ = ["MaskedSBUBuilder", "MaskedSBUDataset"]
from .masked_builder import MaskedSBUBuilder
from .masked_dataset import MaskedSBUDataset
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/sbu_captions/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/ocrvqa/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import Registry
from mmf.datasets.builders.ocrvqa.dataset import OCRVQADataset
from mmf.datasets.builders.textvqa.builder import TextVQABuilder
@Registry.register_builder("ocrvqa")
class OCRVQABuilder(TextVQABuilder):
def __init__(self):
... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/ocrvqa/builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.datasets.builders.textvqa.dataset import TextVQADataset
class OCRVQADataset(TextVQADataset):
def __init__(self, config, dataset_type, imdb_file_index, *args, **kwargs):
super().__init__(config, dataset_type, imdb_file_index, *args, **kwargs)
... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/ocrvqa/dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
__all__ = ["VinVLBuilder", "VinVLDataset"]
from .builder import VinVLBuilder
from .dataset import VinVLDataset
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/vinvl/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
from mmf.common.registry import registry
from mmf.datasets.builders.vinvl.dataset import VinVLDataset
from mmf.datasets.m... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/vinvl/builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import json
import logging
import random
from mmf.datasets.mmf_dataset import MMFDataset
logger = logging.getLogger(__name__)
class VinVLDataset(MMFDataset):
"""The VinVL dataset is a dataset that augments an existing
dataset within MMF. VinVL requires uni... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/vinvl/dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/textvqa/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from mmf.datasets.builders.textvqa.dataset import TextVQADataset
from mmf.datasets.mmf_dataset_builder import MMFDatasetBuilder
@registry.register_builder("textvqa")
class TextVQABuilder(MMFDatasetBuilder):
def __init__(
... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/textvqa/builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import numpy as np
import torch
from mmf.common.sample import Sample
from mmf.datasets.mmf_dataset import MMFDataset
from mmf.utils.distributed import byte_tensor_to_object, object_to_byte_tensor
from mmf.utils.text import word_tokenize
class TextVQADataset(MMFDatase... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/textvqa/dataset.py |
import json
import torch
class VisualDialogDatabase(torch.utils.data.Dataset):
def __init__(self, imdb_path):
super().__init__()
self._load_json(imdb_path)
self._metadata = {}
@property
def metadata(self):
return self._metadata
@metadata.setter
def metadata(self,... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_dialog/database.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_dialog/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import logging
import os
import shutil
from mmf.common.constants import VISUAL_DIALOG_CONSTS
from mmf.common.registry import registry
from mmf.datasets.builders.visual_dialog.dataset import VisualDialogDataset
from mmf.datasets.builders.visual_genome.builder import Vi... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_dialog/builder.py |
import copy
import json
import torch
from mmf.common.sample import Sample
from mmf.datasets.builders.visual_dialog.database import VisualDialogDatabase
from mmf.datasets.builders.vqa2 import VQA2Dataset
class VisualDialogDataset(VQA2Dataset):
def __init__(self, config, dataset_type, imdb_file_index, *args, **kwa... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/visual_dialog/dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from mmf.datasets.builders.coco2017.masked_dataset import MaskedCoco2017Dataset
from mmf.datasets.mmf_dataset_builder import MMFDatasetBuilder
@registry.register_builder("masked_coco2017")
class MaskedFlickr30kBuilder(MMFDatas... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/coco2017/masked_builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.typings import MMFDatasetConfigType
from mmf.datasets.builders.localized_narratives.masked_dataset import (
MaskedLocalizedNarrativesDatasetMixin,
)
from mmf.datasets.mmf_dataset import MMFDataset
class MaskedCoco2017Dataset(MaskedLocalizedNarrat... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/coco2017/masked_dataset.py |
EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/coco2017/__init__.py | |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from mmf.datasets.builders.localized_narratives.masked_dataset import (
MaskedLocalizedNarrativesDataset,
)
from mmf.datasets.mmf_dataset_builder import MMFDatasetBuilder
@registry.register_builder("masked_localized_narrat... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/localized_narratives/masked_builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from abc import ABC
from mmf.common.sample import Sample
from mmf.common.typings import MMFDatasetConfigType
from mmf.datasets.builders.localized_narratives.database import (
LocalizedNarrativesAnnotationDatabase,
)
from mmf.datasets.mmf_dataset import MMFDataset
... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/localized_narratives/masked_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import json
from typing import List, NamedTuple, Optional
from mmf.datasets.databases.annotation_database import AnnotationDatabase
class TimedPoint(NamedTuple):
x: float
y: float
t: float
class TimedUtterance(NamedTuple):
utterance: str
start_... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/localized_narratives/database.py |
EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/localized_narratives/__init__.py | |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/hateful_memes/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
import warnings
from mmf.common.registry import registry
from mmf.datasets.builders.hateful_memes.dataset import (
HatefulMemesFeaturesDataset,
HatefulMemesImageDataset,
)
from mmf.datasets.mmf_dataset_builder import MMFDatasetBuilder
from mmf.utils... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/hateful_memes/builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import copy
import os
import numpy as np
import omegaconf
import torch
from mmf.common.sample import Sample
from mmf.datasets.mmf_dataset import MMFDataset
from mmf.utils.general import get_mmf_root
from mmf.utils.visualize import visualize_images
from PIL import Imag... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/hateful_memes/dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/stvqa/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import Registry
from mmf.datasets.builders.stvqa.dataset import STVQADataset
from mmf.datasets.builders.textvqa.builder import TextVQABuilder
@Registry.register_builder("stvqa")
class STVQABuilder(TextVQABuilder):
def __init__(self):
... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/stvqa/builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.datasets.builders.textvqa.dataset import TextVQADataset
class STVQADataset(TextVQADataset):
def __init__(self, config, dataset_type, imdb_file_index, *args, **kwargs):
super().__init__(config, dataset_type, imdb_file_index, *args, **kwargs)
... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/stvqa/dataset.py |
from mmf.common.registry import registry
from mmf.datasets.builders.coco.builder import COCOBuilder
from .masked_dataset import MaskedCOCODataset
@registry.register_builder("masked_coco")
class MaskedCOCOBuilder(COCOBuilder):
def __init__(self):
super().__init__()
self.dataset_name = "masked_coco... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/coco/masked_builder.py |
import random
from mmf.common.sample import Sample
from mmf.datasets.builders.coco import COCODataset
class MaskedCOCODataset(COCODataset):
def __init__(self, config, dataset_type, imdb_file_index, *args, **kwargs):
super().__init__(config, dataset_type, imdb_file_index, *args, **kwargs)
self.dat... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/coco/masked_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
__all__ = [
"COCOBuilder",
"COCODataset",
"DetectionCOCOBuilder",
"DetectionCOCODataset",
"MaskedCOCOBuilder",
"MaskedCOCODataset",
]
from .builder import COCOBuilder
from .dataset import COCODataset
from .detection_builder import DetectionCOCO... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/coco/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
from mmf.common.registry import registry
from mmf.datasets.builders.coco.dataset import COCODataset
from mmf.datasets.bui... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/coco/builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import torch
from mmf.common.sample import Sample
from mmf.datasets.builders.vqa2 import VQA2Dataset
from mmf.utils.distributed import byte_tensor_to_object, object_to_byte_tensor
class COCODataset(VQA2Dataset):
def __init__(self, config, dataset_type, imdb_file_... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/coco/dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
from typing import Dict
import torch
import torch.nn.functional as F
import torchvision
from mmf.common.sample import Sample
from mmf.datasets.base_dataset import BaseDataset
from mmf.utils.distributed import gather_tensor_along_batch, object_to_byte_tensor
... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/coco/detection_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from mmf.datasets.builders.coco.detection_dataset import DetectionCOCODataset
from mmf.datasets.mmf_dataset_builder import MMFDatasetBuilder
@registry.register_builder("detection_coco")
class DetectionCOCOBuilder(MMFDatasetBui... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/coco/detection_builder.py |
import json
import pandas as pd
import torch
from mmf.utils.file_io import PathManager
class CaptionsDatabase(torch.utils.data.Dataset):
"""
Dataset for Flickr Annotations
"""
SPLITS = {"train": ["train"], "val": ["val"], "test": ["test"]}
def __init__(self, config, splits_path, dataset_type: s... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/retrieval/datasets.py |
# Copyright (c) Facebook, Inc. and its affiliates.
__all__ = ["RetrievalDataset", "RetrievalBuilder"]
from .builder import RetrievalBuilder
from .dataset import RetrievalDataset
| EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/retrieval/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
from mmf.common.registry import registry
from mmf.datasets.builders.retrieval.dataset import RetrievalDataset
from mmf.d... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/retrieval/builder.py |
import random
import torch
from mmf.common.sample import Sample, SampleList
from mmf.common.typings import MMFDatasetConfigType
from mmf.datasets.builders.retrieval.datasets import (
CaptionsDatabase,
COCOAnnotationDatabase,
ConceptualCaptionsDatabase,
)
from mmf.datasets.mmf_dataset import MMFDataset
AN... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/retrieval/dataset.py |
EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/charades/__init__.py | |
from mmf.common.registry import registry
from mmf.datasets.builders.charades.dataset import CharadesDataset
from mmf.datasets.mmf_dataset_builder import MMFDatasetBuilder
@registry.register_builder("charades")
class CharadesBuilder(MMFDatasetBuilder):
def __init__(
self, dataset_name="charades", dataset_c... | EXA-1-master | exa/models/mmf-main/mmf/datasets/builders/charades/builder.py |
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