stephenyan1231

#!/usr/bin/env python3
import itertools
import math
from typing import Any, Dict, List, NamedTuple, Optional, Union  # noqa

from classy_vision.hooks import ExponentialMovingAverageModelHook
from classy_vision.models import ClassyModel
from classy_vision.tasks import ClassificationTask, register_task

stephenyan1231

#!/usr/bin/env python3

from typing import Any, Dict

from classy_vision.tasks import FineTuningTask, register_task

from .classification_ema_task import ClassificationEMATask


@register_task("fine_tuning_ema_task")

stephenyan1231

#!/usr/bin/env python3

import copy
import enum
import logging
import multiprocessing as mp
import time
from typing import Any, Callable, Dict, List, NamedTuple, Optional, Union  # noqa

import torch

stephenyan1231

#!/usr/bin/env python3

import copy
import logging
import multiprocessing as mp
import time
from typing import Any, Callable, Dict, List, NamedTuple, Optional, Union  # noqa

import torch
import torch.distributed

stephenyan1231

I0310  18:40:34 16874 auto_x3d_search.py:818] Derived autox3d signature: {'stage0_group0_pathway0_block0': {'op_type': 'ir_k_t3s3_se', 'expansion': 3
.75, 'channel': 40}, 'stage0_group1_pathway0_block0': {'op_type': 'ir_k_t5s5_se', 'expansion': 3.75, 'channel': 40}, 'stage0_group1_pathway0_block1': {
'op_type': 'ir_k_t5s5_se', 'expansion': 3.75, 'channel': 40}, 'stage1_group0_pathway0_block0': {'op_type': 'ir_k_t1s3_se', 'expansion': 4.5, 'channel':
 88}, 'stage1_group1_pathway0_block0': {'op_type': 'ir_k_t3s5_se', 'expansion': 6.0, 'channel': 88}, 'stage1_group1_pathway0_block1': {'op_type': 
'ir_k_t3s5_se', 'expansion': 6.0, 'channel': 88}, 'stage1_group1_pathway0_block2': {'op_type': 'ir_k_t3s5_se', 'expansion': 6.0, 'channel': 88}, 
'stage1_group1_pathway0_block3': {'op_type': 'ir_k_t3s5_se', 'expansion': 6.0, 'channel': 88}, 'stage2_group0_pathway0_block0': {'op_type': 
'ir_k_t1s5_se', 'expansion': 5.25, 'channel': 128}, 'stage2_group1_pathway0_block0': {'op_type': 'ir_k_t1s3_se', 'expansion': 3.75, 'cha

stephenyan1231

#!/usr/bin/env python3
# (c) Facebook, Inc. and its affiliates. Confidential and proprietary.

import logging
import os
from functools import partial
from multiprocessing.pool import ThreadPool
from typing import Any, Callable, Dict, Optional

import torch

stephenyan1231

#!/usr/bin/env python3

import enum
import math

from typing import Dict, List

import numpy as np
import torch
import torchvision.io as io

stephenyan1231

#!/usr/bin/env python3
# (c) Facebook, Inc. and its affiliates. Confidential and proprietary.

import collections.abc
import copy
import gc
import logging
import math
from collections import OrderedDict
from functools import partial

stephenyan1231

#!/usr/bin/env python3
# (c) Facebook, Inc. and its affiliates. Confidential and proprietary.

from pathlib import Path

from classy_vision.dataset import build_dataset as oss_build_dataset
from classy_vision.generic.registry_utils import import_all_modules


def build_dataset(dataset_config):

stephenyan1231

#!/usr/bin/env python3
# (c) Facebook, Inc. and its affiliates. Confidential and proprietary.

import os
import unittest

from fblearner.flow.projects.vision.classy_vision_workflows.classy_vision_arch_search.datasets import (
    MiniKinetics200Dataset,
    build_dataset,
)