python_code stringlengths 0 992k | repo_name stringlengths 8 46 | file_path stringlengths 5 162 |
|---|---|---|
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/tools/scripts/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# Requires vqa-maskrcnn-benchmark (https://gitlab.com/vedanuj/vqa-maskrcnn-benchmark)
# to be built and installed. Category mapping for visual genome can be downloaded from
# https://dl.fbaipublicfiles.com/pythia/data/visual_genome_categories.json
# When the --backgro... | EXA-1-master | exa/models/mmf-main/tools/scripts/features/extract_features_vmb.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import os
from glob import glob
import numpy as np
import torch
import torch.nn as nn
import torchvision.models as models
import torchvision.transforms as transforms
from mmf.common.constants import IMAGE_COLOR_MEAN, IMAGE_COLOR_STD
from PIL import Im... | EXA-1-master | exa/models/mmf-main/tools/scripts/features/extract_resnet152_feat.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# This script extracts features for vinvl using their scene-graph-benchmark repo.
# Their AttrRCNN model can not support JIT, so we need clone the repo for
# their pytorch code. This script assumes you followed the vinvl feature
# extraction tutorial! The setup can be... | EXA-1-master | exa/models/mmf-main/tools/scripts/features/extract_features_vinvl.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import glob
import os
import pickle
import lmdb
import numpy as np
import tqdm
from mmf.utils.file_io import PathManager
class LMDBConversion:
def __init__(self):
self.args = self.get_parser().parse_args()
def get_parser(self):
... | EXA-1-master | exa/models/mmf-main/tools/scripts/features/lmdb_conversion.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import glob
import math
import os
def get_image_files(
image_dir,
exclude_list=None,
partition=None,
max_partition=None,
start_index=0,
end_index=None,
output_folder=None,
):
files = glob.glob(os.path.join(image_dir, "*.png"))
fil... | EXA-1-master | exa/models/mmf-main/tools/scripts/features/extraction_utils.py |
# Copyright (c) Facebook, Inc. and its affiliates.
"""
coding=utf-8
Copyright 2018, Antonio Mendoza Hao Tan, Mohit Bansal
Adapted From Facebook Inc, Detectron2
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of... | EXA-1-master | exa/models/mmf-main/tools/scripts/features/frcnn/processing_image.py |
# Copyright (c) Facebook, Inc. and its affiliates.
"""
coding=utf-8
Copyright 2018, Antonio Mendoza Hao Tan, Mohit Bansal
Adapted From Facebook Inc, Detectron2 && Huggingface Co.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You ... | EXA-1-master | exa/models/mmf-main/tools/scripts/features/frcnn/modeling_frcnn.py |
# Copyright (c) Facebook, Inc. and its affiliates.
"""
coding=utf-8
Copyright 2018, Antonio Mendoza Hao Tan, Mohit Bansal, Huggingface team :)
Adapted From Facebook Inc, Detectron2
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You... | EXA-1-master | exa/models/mmf-main/tools/scripts/features/frcnn/frcnn_utils.py |
# Copyright (c) Facebook, Inc. and its affiliates.
"""
Run with for example:
python3 mmf/tools/scripts/features/frcnn/extract_features_frcnn.py \
--model_file model.bin --config_file config.yaml --image_dir \
./example_images --output_folder ./output_features
"""
import argparse
import copy
import logging
imp... | EXA-1-master | exa/models/mmf-main/tools/scripts/features/frcnn/extract_features_frcnn.py |
# Copyright (c) Facebook, Inc. and its affiliates.
"""
File can be used for generating test data
Takes in the DB file, features folder, image folder and will generate a test data
folder for a certain amount of samples in the following folder
output_folder/
images/
a.jpg
b.jpg
...
feat... | EXA-1-master | exa/models/mmf-main/tools/scripts/tests/generate_test_data.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import json
from tools.scripts.gqa.extract_vocabulary import ExtractVocabulary
class ExtractVisdialVocabulary(ExtractVocabulary):
def __init__(self):
super().__init__()
def get_text(self):
text = []
for input_file in self.input_file... | EXA-1-master | exa/models/mmf-main/tools/scripts/visual_dialog/extract_vocabulary.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import glob
import json
import os
from mmf.utils.text import tokenize
class IMDBBuilder:
def __init__(self):
self.args = self.get_args()
def get_args(self):
parser = argparse.ArgumentParser("Build IMDB for VisDial")
p... | EXA-1-master | exa/models/mmf-main/tools/scripts/visual_dialog/build_imdb.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# The following script requires Java 1.8.0 and pycocotools installed.
# The pycocoevalcap can be installed with pip as
# pip install git+https://github.com/flauted/coco-caption.git@python23
# Original pycocoevalcap code is at https://github.com/tylin/coco-caption
# bu... | EXA-1-master | exa/models/mmf-main/tools/scripts/coco/coco_caption_eval.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import numpy as np
import torch
from tqdm import tqdm
try:
from transformers3.modeling_bert import BertModel
from transformers3.tokenization_auto import AutoTokenizer
except ImportError:
from transformers.modeling_bert import BertModel
... | EXA-1-master | exa/models/mmf-main/tools/scripts/bert/extract_bert_embeddings.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import json
import os
import re
from collections import Counter
import h5py
import numpy as np
import tqdm
from mmf.utils.process_answers import preprocess_answer
from mmf.utils.text_processing import text_tokenize as tokenize
def merge_train(train_q... | EXA-1-master | exa/models/mmf-main/tools/scripts/gqa/convert_gqa_to_vqa.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.
#
import argparse
import json
import os
from collections import Counter
from mmf.utils.text import tokenize
class Extra... | EXA-1-master | exa/models/mmf-main/tools/scripts/gqa/extract_vocabulary.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/projects/m4c_captioner/scripts/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import json
import numpy as np
import tools.scripts.coco.coco_caption_eval as coco_caption_eval
def print_metrics(res_metrics):
print(res_metrics)
keys = [
"Bleu_1",
"Bleu_2",
"Bleu_3",
"Bleu_4",
"METEOR",
"RO... | EXA-1-master | exa/models/mmf-main/projects/m4c_captioner/scripts/coco_eval.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import json
import numpy as np
import tools.scripts.coco.coco_caption_eval as coco_caption_eval
def print_metrics(res_metrics):
print(res_metrics)
keys = [
"Bleu_1",
"Bleu_2",
"Bleu_3",
"Bleu_4",
"METEOR",
"RO... | EXA-1-master | exa/models/mmf-main/projects/m4c_captioner/scripts/textcaps_eval.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# This is the generic module for Graph Network computations,
# which can be added as a component to any base network
# Used some word2vec code from https://github.com/adithyamurali/TaskGrasp
# Also used example code from https://github.com/rusty1s/pytorch_geometric
im... | EXA-1-master | exa/models/mmf-main/projects/krisp/graphnetwork_module.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# install `vqa-maskrcnn-benchmark` from
# https://github.com/ronghanghu/vqa-maskrcnn-benchmark-m4c
import argparse
import os
import sys
import cv2
import numpy as np
import torch
import tqdm
from maskrcnn_benchmark.config import cfg
from maskrcnn_benchmark.layers imp... | EXA-1-master | exa/models/mmf-main/projects/m4c/scripts/extract_ocr_frcn_feature.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/projects/m4c/scripts/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import contextlib
import itertools
import json
import os
import platform
import random
import socket
import tempfile
import unittest
from dataclasses import dataclass
from typing import Callable, Dict, List, Optional
import torch
from mmf.common.regis... | EXA-1-master | exa/models/mmf-main/tests/test_utils.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
from collections import namedtuple
from itertools import groupby
from psutil import Process
LEAK_LIMIT = 10 * 1024 * 1024
_proc = Process(os.getpid())
START = "START"
END = "END"
ConsumedRamLogEntry = namedtuple(
"ConsumedRamLogEntry", ("nodeid", "o... | EXA-1-master | exa/models/mmf-main/tests/conftest.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.utils.patch import patch_transformers
patch_transformers()
| EXA-1-master | exa/models/mmf-main/tests/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
import tempfile
import unittest
import torch
from mmf.datasets.processors.image_processors import VILTImageProcessor
from mmf.datasets.processors.processors import (
CaptionProcessor,
EvalAIAnswerProcessor,
MultiClassFromFile,
MultiHotAnswerF... | EXA-1-master | exa/models/mmf-main/tests/datasets/test_processors.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import tests.test_utils as test_utils
import torch
from omegaconf import OmegaConf
class TestBERTProcessors(unittest.TestCase):
def setUp(self):
self.config = OmegaConf.create(
{
"tokenizer_config": {
... | EXA-1-master | exa/models/mmf-main/tests/datasets/test_bert_processors.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import functools
import torch
from mmf.datasets.lightning_multi_datamodule import LightningMultiDataModule
from mmf.datasets.mmf_dataset_builder import MMFDatasetBuilder
from mmf.datasets.multi_datamodule import MultiDataModule
from omegaconf import OmegaConf
from tes... | EXA-1-master | exa/models/mmf-main/tests/datasets/test_multi_datamodule.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/tests/datasets/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import functools
import os
import unittest
from unittest.mock import MagicMock
import torch
from mmf.datasets.base_dataset import BaseDataset
from mmf.datasets.mmf_dataset_builder import MMFDatasetBuilder
from mmf.utils.general import get_current_device
from omegaconf... | EXA-1-master | exa/models/mmf-main/tests/datasets/test_mmf_dataset_builder.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from collections import Counter
import numpy as np
import torch
from mmf.common.registry import registry
from mmf.datasets.multi_dataset_loader import MultiDatasetLoader
from omegaconf import OmegaConf
from torch.utils.data import DataLoader
from ..te... | EXA-1-master | exa/models/mmf-main/tests/datasets/test_multi_dataset_loader.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
import unittest
from mmf.common.registry import registry
from mmf.datasets.base_dataset import BaseDataset
from mmf.utils.configuration import Configuration
from ..test_utils import dummy_args
class TestBaseDataset(unittest.TestCase):
def test_init_pr... | EXA-1-master | exa/models/mmf-main/tests/datasets/test_base_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from mmf.common.report import Report
from mmf.common.sample import SampleList
from mmf.datasets.processors.prediction_processors import ArgMaxPredictionProcessor
class TestDatasetProcessors(unittest.TestCase):
def setUp(self):
... | EXA-1-master | exa/models/mmf-main/tests/datasets/test_prediction_processors.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from collections import Counter
import numpy as np
import torch
from mmf.datasets import iteration_strategies
from tests.test_utils import NumbersDataset
class TestIterationStrategies(unittest.TestCase):
NUM_DATALOADERS = 5
def setUp(self):... | EXA-1-master | exa/models/mmf-main/tests/datasets/test_iteration_strategies.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import torch
from mmf.common.registry import registry
from torch import nn
class TestDecoderModel(nn.Module):
def __init__(self, config, vocab):
super().__init__()
self.config = config
self.vocab = vocab
def build(self):
retur... | EXA-1-master | exa/models/mmf-main/tests/utils/test_model.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import contextlib
import os
import tempfile
import unittest
from io import StringIO
from unittest import mock
import mmf.utils.download as download
import tests.test_utils as test_utils
TEST_DOWNLOAD_URL = (
"https://dl.fbaipublicfiles.com/mmf/data/tests/visual... | EXA-1-master | exa/models/mmf-main/tests/utils/test_download.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import gc
import os
import unittest
from mmf.utils.configuration import Configuration, get_zoo_config
from mmf.utils.env import setup_imports, teardown_imports
from mmf.utils.general import get_mmf_root
from tests.test_utils import dummy_args
class TestUtilsConfigur... | EXA-1-master | exa/models/mmf-main/tests/utils/test_configuration.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
import unittest
from mmf.utils.general import get_mmf_root
def has_python_file(files):
for f in files:
if f.endswith(".py"):
return True
return False
def walk_and_assert_init(folder):
for root, subfolders, files in os.wal... | EXA-1-master | exa/models/mmf-main/tests/utils/test_quality_checks.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/tests/utils/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import contextlib
import io
import os
import sys
import unittest
from mmf.common.registry import registry
from mmf.utils.configuration import get_mmf_env
from mmf.utils.env import import_user_module, setup_imports
from mmf.utils.general import get_mmf_root
from mmf_c... | EXA-1-master | exa/models/mmf-main/tests/utils/test_env.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from mmf.common.registry import registry
from mmf.utils.patch import (
ORIGINAL_PATCH_FUNCTIONS_KEY,
restore_saved_modules,
safecopy_modules,
)
class TestClass:
@staticmethod
def test_function():
return True
class TestU... | EXA-1-master | exa/models/mmf-main/tests/utils/test_patch.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
import unittest
import mmf.utils.text as text_utils
import numpy as np
import torch
from mmf.common.registry import registry
from mmf.common.sample import Sample, SampleList
from mmf.utils.configuration import Configuration
from mmf.utils.env import setup_im... | EXA-1-master | exa/models/mmf-main/tests/utils/test_text.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import numpy as np
import torch
from mmf.utils.features.visualizing_image import SingleImageViz
class TestVisualize(unittest.TestCase):
objids = np.array(["obj0", "obj1", "obj2", "obj3"])
attrids = np.array(["attr0", "attr1", "attr2", "attr3... | EXA-1-master | exa/models/mmf-main/tests/utils/test_visualize.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import time
import unittest
from mmf.utils.timer import Timer
class TestUtilsTimer(unittest.TestCase):
def test_get_current(self):
timer = Timer()
expected = 0
self.assertEqual(int(timer.get_current().split("ms")[0]), expected)
def ... | EXA-1-master | exa/models/mmf-main/tests/utils/test_timer.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import mmf.utils.distributed as distributed
class TestUtilsDistributed(unittest.TestCase):
def test_object_byte_tensor_conversion(self):
test_obj = [1, "2", {3: 4}, [5]]
test_obj_bytes = distributed.object_to_byte_tensor(test_obj)... | EXA-1-master | exa/models/mmf-main/tests/utils/test_distributed.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from mmf.utils.general import dict_to_string, get_overlap_score
class TestUtilsGeneral(unittest.TestCase):
def test_dict_to_string(self):
dictionary = {"one": 1, "two": 2, "three": 3}
expected = "one: 1.0000, two: 2.0000, three: 3... | EXA-1-master | exa/models/mmf-main/tests/utils/test_general.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
import shutil
import tempfile
import unittest
import uuid
from typing import Optional
from mmf.utils.file_io import PathManager
class TestFileIO(unittest.TestCase):
_tmpdir: Optional[str] = None
_tmpfile: Optional[str] = None
_tmpfile_contents... | EXA-1-master | exa/models/mmf-main/tests/utils/test_file_io.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import glob
import os
import shutil
import tempfile
import unittest
from typing import Optional
from mmf.common.registry import registry
from mmf.utils.configuration import Configuration
from mmf.utils.file_io import PathManager
from mmf.utils.logger ... | EXA-1-master | exa/models/mmf-main/tests/utils/test_logger.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import contextlib
import os
import tempfile
import unittest
from copy import deepcopy
from io import StringIO
from unittest.mock import Mock, patch
import torch
from mmf.common.registry import registry
from mmf.models.base_model import BaseModel
from mmf.trainers.cal... | EXA-1-master | exa/models/mmf-main/tests/utils/test_checkpoint.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import gc
import os
import unittest
import numpy as np
import torch
from mmf.common.registry import registry
from mmf.common.sample import Sample, SampleList
from mmf.models.cnn_lstm import CNNLSTM
from mmf.utils.configuration import Configuration
from mmf.utils.gener... | EXA-1-master | exa/models/mmf-main/tests/models/test_cnn_lstm.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import gc
import unittest
import tests.test_utils as test_utils
import torch
from mmf.common.sample import SampleList
from mmf.modules.hf_layers import replace_with_jit, undo_replace_with_jit
from mmf.utils.build import build_model
from mmf.utils.configuration import... | EXA-1-master | exa/models/mmf-main/tests/models/test_visual_bert.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import gc
import unittest
import tests.test_utils as test_utils
import torch
from mmf.common.sample import SampleList
from mmf.models.uniter import (
UNITERForClassification,
UNITERForPretraining,
UNITERImageEmbeddings,
UNITERModelBase,
)
from mmf.util... | EXA-1-master | exa/models/mmf-main/tests/models/test_uniter.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from mmf.models.albef.vit import AlbefVitEncoder
from omegaconf import OmegaConf
from tests.test_utils import setup_proxy
from torch import nn
class TestAlbefEncoders(unittest.TestCase):
def setUp(self):
setup_proxy()
de... | EXA-1-master | exa/models/mmf-main/tests/models/test_albef.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/tests/models/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import gc
import unittest
import tests.test_utils as test_utils
import torch
from mmf.modules.hf_layers import undo_replace_with_jit
from mmf.utils.build import build_model
from mmf.utils.configuration import Configuration
from mmf.utils.env import setup_imports, tea... | EXA-1-master | exa/models/mmf-main/tests/models/test_vilbert.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import gc
import unittest
import tests.test_utils as test_utils
import torch
from mmf.common.sample import SampleList
from mmf.models.vilt import ViLTImageEmbedding, ViLTTextEmbedding
from mmf.utils.build import build_model
from mmf.utils.configuration import Configu... | EXA-1-master | exa/models/mmf-main/tests/models/test_vilt.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import gc
import unittest
import tests.test_utils as test_utils
import torch
from mmf.common.sample import SampleList
from mmf.models.mmf_transformer import MMFTransformer, MMFTransformerModalityConfig
from mmf.models.transformers.heads.mlm import MLM
from mmf.module... | EXA-1-master | exa/models/mmf-main/tests/models/test_mmf_transformer.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import gc
import unittest
import tests.test_utils as test_utils
import torch
from mmf.common.sample import Sample, SampleList
from mmf.models.mmbt import MMBT
from mmf.modules.encoders import (
ImageEncoderFactory,
ImageEncoderTypes,
ResNet152ImageEncoder... | EXA-1-master | exa/models/mmf-main/tests/models/test_mmbt.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import tests.test_utils as test_utils
import torch
from mmf.common.sample import SampleList
from mmf.models.vinvl import VinVLBase, VinVLForClassification, VinVLForPretraining
from mmf.utils.build import build_model
from mmf.utils.configuration import... | EXA-1-master | exa/models/mmf-main/tests/models/test_vinvl.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/tests/models/transformers/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from mmf.common.sample import Sample
from mmf.models.transformers.heads.contrastive import ThreeWayContrastive
from mmf.models.transformers.heads.itm import ITM
from mmf.models.transformers.heads.mlm import MLM
from mmf.models.transformer... | EXA-1-master | exa/models/mmf-main/tests/models/transformers/test_heads.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from mmf.common.sample import Sample
from mmf.models.transformers.heads.utils import build_heads_dict, HeadsDict
from mmf.modules.losses import MMFLoss
from omegaconf import OmegaConf
class TestHeadsDict(unittest.TestCase):
def setU... | EXA-1-master | exa/models/mmf-main/tests/models/transformers/test_heads_dict.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/tests/models/interfaces/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
import shutil
import tempfile
import unittest
from pathlib import Path
import numpy as np
import tests.test_utils as test_utils
import torch
from mmf.models.mmbt import MMBT
from mmf.modules.hf_layers import undo_replace_with_jit
from mmf.utils.configuratio... | EXA-1-master | exa/models/mmf-main/tests/models/interfaces/test_interfaces.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
import torch
from mmf.utils.build import build_optimizer
from mmf.utils.configuration import load_yaml
from omegaconf import OmegaConf
from tests.test_utils import SimpleLightningModel, SimpleModel
from tests.trainers.lightning.lightning_trainer_mock import... | EXA-1-master | exa/models/mmf-main/tests/trainers/test_utils.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import functools
from unittest.mock import MagicMock
import torch
from mmf.common.registry import registry
from mmf.common.sample import SampleList
from mmf.datasets.lightning_multi_datamodule import LightningMultiDataModule
from mmf.datasets.mmf_dataset_builder impo... | EXA-1-master | exa/models/mmf-main/tests/trainers/test_trainer_mocks.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from unittest.mock import MagicMock, patch
import torch
from mmf.common.registry import registry
from mmf.utils.general import get_batch_size
from tests.test_utils import SimpleModel, SimpleNaNLossModel
from tests.trainers.test_trainer_mocks import Tr... | EXA-1-master | exa/models/mmf-main/tests/trainers/test_training_loop.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/tests/trainers/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from tests.test_utils import SimpleModel, skip_if_no_cuda
from tests.trainers.test_training_loop import TrainerTrainingLoopMock
from tests.trainers.test_utils import get_config_with_defaults
class SimpleModelWithFp16Assert(SimpleModel):... | EXA-1-master | exa/models/mmf-main/tests/trainers/test_fp16.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
import unittest
import torch
from mmf.common.registry import registry
from mmf.trainers.mmf_trainer import MMFTrainer
from mmf.utils.build import build_optimizer
from omegaconf import OmegaConf
from tests.test_utils import SimpleModel, skip_if_no_cuda
from ... | EXA-1-master | exa/models/mmf-main/tests/trainers/test_sharded_ddp.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from mmf.trainers.core.device import TrainerDeviceMixin
from mmf.utils.general import get_current_device
from omegaconf import OmegaConf
class DeviceMock(TrainerDeviceMixin):
def __init__(self, config):
self.config = config
... | EXA-1-master | exa/models/mmf-main/tests/trainers/test_device.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from unittest.mock import MagicMock, patch
import torch
from tests.trainers.test_utils import get_config_with_defaults, get_mmf_trainer
class TestEvalLoop(unittest.TestCase):
def setUp(self):
torch.manual_seed(2)
@patch(
"mm... | EXA-1-master | exa/models/mmf-main/tests/trainers/test_eval_loop.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from unittest.mock import patch
from tests.trainers.test_utils import get_config_with_defaults, get_lightning_trainer
class TestLightningTrainer(unittest.TestCase):
def test_epoch_over_updates(self):
with patch("mmf.trainers.lightning_tr... | EXA-1-master | exa/models/mmf-main/tests/trainers/lightning/test_loop_conditions.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import gc
import unittest
from typing import Any, Dict, Optional
from unittest.mock import MagicMock, patch
from mmf.common.meter import Meter
from mmf.trainers.callbacks.logistics import LogisticsCallback
from mmf.trainers.lightning_core.loop_callback import Lightni... | EXA-1-master | exa/models/mmf-main/tests/trainers/lightning/test_validation.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from unittest.mock import MagicMock, patch
from mmf.trainers.callbacks.logistics import LogisticsCallback
from mmf.trainers.lightning_core.loop_callback import LightningLoopCallback
from mmf.utils.timer import Timer
from tests.test_utils import skip_i... | EXA-1-master | exa/models/mmf-main/tests/trainers/lightning/test_logging.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from unittest.mock import patch
import torch
from tests.trainers.test_utils import get_config_with_defaults, get_lightning_trainer
class TestLightningTrainerGradAccumulate(unittest.TestCase):
def test_grad_accumulate(self):
with patch("m... | EXA-1-master | exa/models/mmf-main/tests/trainers/lightning/test_grad_accumulate.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from unittest.mock import MagicMock, patch
import torch
from mmf.trainers.callbacks.lr_scheduler import LRSchedulerCallback
from tests.trainers.test_utils import (
get_config_with_defaults,
get_lightning_trainer,
get_mmf_trainer,
)
class... | EXA-1-master | exa/models/mmf-main/tests/trainers/lightning/test_lr_schedule.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/tests/trainers/lightning/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from unittest.mock import MagicMock, patch
from mmf.common.report import Report
from pytorch_lightning.callbacks.base import Callback
from tests.trainers.test_utils import (
get_config_with_defaults,
get_lightning_trainer,
get_mmf_trainer,... | EXA-1-master | exa/models/mmf-main/tests/trainers/lightning/test_loss.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
from unittest.mock import MagicMock, patch
import torch
from mmf.utils.general import clip_gradients
from pytorch_lightning.callbacks.base import Callback
from tests.trainers.test_utils import (
get_config_with_defaults,
get_lightning_trainer,... | EXA-1-master | exa/models/mmf-main/tests/trainers/lightning/test_grad_clipping.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import contextlib
import os
import tempfile
import unittest
from unittest.mock import patch
import torch
from mmf.trainers.callbacks.checkpoint import CheckpointCallback
from mmf.trainers.callbacks.early_stopping import EarlyStoppingCallback
from mmf.trainers.lightni... | EXA-1-master | exa/models/mmf-main/tests/trainers/lightning/test_checkpoint.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from mmf.common.registry import registry
from mmf.trainers.lightning_trainer import LightningTrainer
from tests.trainers.test_trainer_mocks import LightningMultiDataModuleNumbersTestObject
class LightningTrainerMock(LightningTrainer):
def __init__(self, config, ... | EXA-1-master | exa/models/mmf-main/tests/trainers/lightning/lightning_trainer_mock.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/tests/trainers/callbacks/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import os
import unittest
from copy import deepcopy
import torch
from mmf.common.registry import registry
from mmf.trainers.callbacks.lr_scheduler import LRSchedulerCallback
from mmf.utils.configuration import load_yaml
from omegaconf import OmegaConf... | EXA-1-master | exa/models/mmf-main/tests/trainers/callbacks/test_user_callback.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import os
import unittest
from copy import deepcopy
import torch
from mmf.common.registry import registry
from mmf.models.base_model import BaseModel
from mmf.trainers.callbacks.lr_scheduler import LRSchedulerCallback
from mmf.utils.configuration impo... | EXA-1-master | exa/models/mmf-main/tests/trainers/callbacks/test_lr_scheduler.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import os
import tempfile
import unittest
from copy import deepcopy
from unittest.mock import Mock
import torch
from mmf.common.meter import Meter
from mmf.common.registry import registry
from mmf.common.report import Report
from mmf.models.base_model... | EXA-1-master | exa/models/mmf-main/tests/trainers/callbacks/test_logistics.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import tests.test_utils as test_utils
import torch
from mmf.common.sample import (
convert_batch_to_sample_list,
Sample,
SampleList,
to_device,
)
class TestSample(unittest.TestCase):
def test_sample_working(self):
initial ... | EXA-1-master | exa/models/mmf-main/tests/common/test_sample.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import tests.test_utils as test_utils
import torch
from mmf.common.batch_collator import BatchCollator
from mmf.common.sample import Sample
class TestBatchCollator(unittest.TestCase):
def test_call(self):
batch_collator = BatchCollator("... | EXA-1-master | exa/models/mmf-main/tests/common/test_batch_collator.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/tests/common/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import tests.test_utils as test_utils
import torch
from mmf.common.report import Report
from mmf.common.sample import SampleList
class TestReport(unittest.TestCase):
def _build_report(self):
tensor_a = torch.tensor([[1, 2, 3, 4], [2, 3, ... | EXA-1-master | exa/models/mmf-main/tests/common/test_report.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import torch
from mmf.common.meter import Meter
from mmf.common.report import Report
from mmf.common.sample import SampleList
class TestMeter(unittest.TestCase):
def test_meter_update_from_report(self):
meter = Meter()
prepared_ba... | EXA-1-master | exa/models/mmf-main/tests/common/test_meter.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import contextlib
import gc
import unittest
import warnings
from io import StringIO
from mmf.common.registry import registry
from mmf.utils.configuration import Configuration
from mmf.utils.env import setup_imports, teardown_imports
from tests.test_utils import dummy_... | EXA-1-master | exa/models/mmf-main/tests/configs/test_configs_for_keys.py |
# Copyright (c) Facebook, Inc. and its affiliates.
| EXA-1-master | exa/models/mmf-main/tests/configs/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import re
import time
import typing
import unittest
from mmf.utils.configuration import load_yaml
from mmf.utils.download import check_header, DownloadableFile
from omegaconf import DictConfig, OmegaConf
from tests.test_utils import skip_if_macos, skip_if_no_network
... | EXA-1-master | exa/models/mmf-main/tests/configs/test_zoo_urls.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import unittest
import mmf.modules.poolers as poolers
import torch
from mmf.utils.general import get_current_device
class TestModulePoolers(unittest.TestCase):
def setUp(self):
self.k = 2
self.batch_size = 64
self.num_tokens = 10
... | EXA-1-master | exa/models/mmf-main/tests/modules/test_poolers.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import tempfile
import unittest
import torch
from mmf.modules import encoders
from omegaconf import OmegaConf
from tests.test_utils import (
setup_proxy,
skip_if_no_pytorchvideo,
skip_if_old_transformers,
)
from torch import nn
class TestEncoders(unitte... | EXA-1-master | exa/models/mmf-main/tests/modules/test_encoders.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
import unittest
import mmf.modules.metrics as metrics
import torch
from mmf.common.registry import registry
from mmf.common.sample import Sample
from mmf.datasets.processors import CaptionProcessor
from mmf.utils.configuration import load_yaml
class TestMo... | EXA-1-master | exa/models/mmf-main/tests/modules/test_metrics.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import collections
import unittest
from unittest.mock import MagicMock
import mmf.modules.losses as losses
import torch
import torch.nn as nn
import torch.nn.functional as F
from mmf.common.registry import registry
from mmf.common.sample import SampleList
RETURN_VAL... | EXA-1-master | exa/models/mmf-main/tests/modules/test_losses.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import functools
import operator
import random
import unittest
import mmf.modules.layers as layers
import numpy as np
import torch
from omegaconf import OmegaConf
class TestModuleLayers(unittest.TestCase):
def setUp(self):
torch.manual_seed(1234)
de... | EXA-1-master | exa/models/mmf-main/tests/modules/test_layers.py |
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