python_code stringlengths 0 4.04M | repo_name stringlengths 7 58 | file_path stringlengths 5 147 |
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#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import importlib
import sys
import unittest
from d2go.initializer import initialize_all
from d2go.registry import bootstrap
# manual initialize without bootstrap
initialize_all(boostrap_registries=False)
def _unimport(pac... | d2go-main | tests/skip_init/test_registries_bootstrap.py |
d2go-main | tests/trainer/__init__.py | |
#!/usr/bin/env fbpython
# (c) Meta Platforms, Inc. and affiliates. Confidential and proprietary.
import os
import unittest
from typing import Dict, List
import torch
from d2go.config import CfgNode
from d2go.modeling import modeling_hook as mh
from d2go.registry.builtin import META_ARCH_REGISTRY
from d2go.runner.def... | d2go-main | tests/trainer/test_activation_checkpointing.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import os
from d2go.initializer import initialize_all
# NOTE: by default a list of initializations will run whenever D2Go is first imported,
# so that users don't need to do any manual iniitialization other than importing `... | d2go-main | d2go/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from d2go.registry.bootstrap import bootstrap_registries
from mobile_cv.common.misc.oss_utils import fb_overwritable
_INITIALIZED = False
def initialize_all(boostrap_registries: bool = False) -> None:
global _INITIALIZ... | d2go-main | d2go/initializer.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
"""
Extend the mobile_cv.torch.utils_pytorch.distributed_helper to add D2/D2Go specific
features, functions in this module share the same signatures as the ones from mobile_cv.
"""
import logging
from dataclasses import dat... | d2go-main | d2go/distributed.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import argparse
import logging
import os
import time
from typing import Callable, List, Optional, Tuple, Type, TypeVar, Union
import detectron2.utils.comm as comm
import torch
from d2go.config import (
auto_scale_world_... | d2go-main | d2go/setup.py |
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
import uuid
from contextlib import ContextDecorator
from d2go.checkpoint.log_checkpoint import log_checkpoint
logger = logging.getLogger(__name__)
class instrument_checkpoint(ContextDecorator):
def __init__(
self,
... | d2go-main | d2go/checkpoint/checkpoint_instrumentation.py |
# (c) Meta Platforms, Inc. and affiliates. Confidential and proprietary.
import json
import os
from typing import Callable, cast, IO
import detectron2.utils.comm as comm
import torch
from d2go.checkpoint.checkpoint_instrumentation import instrument_checkpoint
from d2go.checkpoint.utils import (
gather_ema_state_d... | d2go-main | d2go/checkpoint/fsdp_checkpoint.py |
from d2go.checkpoint.api import is_distributed_checkpoint
from d2go.checkpoint.fsdp_checkpoint import FSDPCheckpointer
__all__ = [
"is_distributed_checkpoint",
"FSDPCheckpointer",
]
| d2go-main | d2go/checkpoint/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
from mobile_cv.common.misc.oss_utils import fb_overwritable
logger = logging.getLogger(__name__)
@fb_overwritable()
def log_checkpoint(checkpoint_type=str, unique_id=int, state=str) -> None:
logger.info(f"Checkpoint:{unique_... | d2go-main | d2go/checkpoint/log_checkpoint.py |
# (c) Meta Platforms, Inc. and affiliates. Confidential and proprietary.
from fvcore.common.checkpoint import Checkpointer
def is_distributed_checkpoint(checkpointer: Checkpointer) -> bool:
"""
Check if checkpointer supports distributed checkpointing,
in which case all ops need to be invoked in every ran... | d2go-main | d2go/checkpoint/api.py |
import copy
from d2go.modeling.ema import EMAState
from d2go.trainer.fsdp import FSDPWrapper
from torch.distributed.fsdp.fully_sharded_data_parallel import (
FullyShardedDataParallel as FSDP,
StateDictType,
)
def gather_optimizer_state_dict(optimizer, model: FSDPWrapper):
"""
Get full/local optimizer... | d2go-main | d2go/checkpoint/utils.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import itertools
import logging
import os
from typing import Any, Dict, List, Optional, Union
import detectron2.utils.comm as comm
import torch
from d2go.utils.parse_module_params import iterate_module_named_parameters
from ... | d2go-main | d2go/optimizer/build.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from d2go.optimizer.build import build_optimizer_mapper
__all__ = ["build_optimizer_mapper"]
| d2go-main | d2go/optimizer/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import contextlib
import copy
import logging
from typing import List
from unittest import mock
import yaml
from d2go.config.utils import reroute_config_path, resolve_default_config
from detectron2.config import CfgNode as _C... | d2go-main | d2go/config/config.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# forward the namespace to avoid `d2go.config.config`
from d2go.config.config import (
auto_scale_world_size,
CfgNode,
CONFIG_CUSTOM_PARSE_REGISTRY,
CONFIG_SCALING_METHOD_REGISTRY,
convert_cfg_to_dict,
... | d2go-main | d2go/config/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
import os
from enum import Enum
from typing import Any, Dict, List
import pkg_resources
from d2go.registry.builtin import CONFIG_UPDATER_REGISTRY
from mobile_cv.common.misc.oss_utils import fb_overwritable
lo... | d2go-main | d2go/config/utils.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
from typing import List
from d2go.config import CfgNode
from d2go.utils.gpu_memory_profiler import log_memory_snapshot, record_memory_history
from detectron2.engine.train_loop import HookBase
from detectron2.... | d2go-main | d2go/runner/training_hooks.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import importlib
from typing import Optional, Type, Union
from d2go.runner.api import RunnerV2Mixin
from d2go.runner.default_runner import (
BaseRunner,
Detectron2GoRunner,
GeneralizedRCNNRunner,
)
from d2go.run... | d2go-main | d2go/runner/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from typing import final
from d2go.config import CfgNode
class RunnerV2Mixin(object):
"""
Interface for (V2) Runner:
- `get_default_cfg` is not a runner method anymore.
"""
@classmethod
@final... | d2go-main | d2go/runner/api.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from d2go.config import CfgNode as CN
from d2go.data.build import (
add_random_subset_training_sampler_default_configs,
add_weighted_training_sampler_default_configs,
)
from d2go.data.config import add_d2go_data_defa... | d2go-main | d2go/runner/config_defaults.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import contextlib
import logging
import os
from collections import OrderedDict
from functools import lru_cache
from typing import Any, List, Optional, Type, Union
import detectron2.utils.comm as comm
import torch
from d2go.... | d2go-main | d2go/runner/default_runner.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
import os
from copy import deepcopy
from enum import Enum
from typing import Any, Dict, List, Optional, Tuple
import pytorch_lightning as pl
import torch
from d2go.config import CfgNode
from d2go.data.datasets... | d2go-main | d2go/runner/lightning_task.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import os
import random
import torch
import torch.nn as nn
from d2go.quantization.modeling import QATCheckpointer
from d2go.runner.default_runner import BaseRunner
from d2go.utils.visualization import add_tensorboard_defaul... | d2go-main | d2go/runner/debug_runner.py |
# pyre-ignore-all-errors
import functools
from abc import ABC
from copy import deepcopy
from dataclasses import dataclass
from types import MethodType
from typing import Any, Callable, Dict, List, Optional, Set, Tuple, Union
import torch
from d2go.config import CfgNode
from d2go.quantization.modeling import prepare_fa... | d2go-main | d2go/runner/callbacks/quantization.py |
d2go-main | d2go/runner/callbacks/__init__.py | |
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import builtins
import logging
import sys
import time
import uuid
from functools import wraps
from typing import Any, Callable, Optional, TypeVar
from mobile_cv.common.misc.oss_utils import fb_overwritable
# Saving the builtin print to wrap it u... | d2go-main | d2go/utils/logging.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
import os
import warnings
from contextlib import contextmanager
from typing import Any, Callable, Dict, Iterator, Optional
import detectron2.utils.comm as comm
import torch
from d2go.config.config import CfgN... | d2go-main | d2go/utils/misc.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
def iterate_module_named_parameters(model, check_requires_grad=True):
"""Iterate over all parameters for the model"""
memo = set()
for module_name, module in model.named_modules():
for module_param_name, ... | d2go-main | d2go/utils/parse_module_params.py |
# Copyright (c) Facebook, Inc. and its affiliates.
from collections import deque
import cv2
import detectron2.data.transforms as T
import torch
from d2go.model_zoo import model_zoo
from detectron2.data import MetadataCatalog
from detectron2.utils.video_visualizer import VideoVisualizer
from detectron2.utils.visualizer... | d2go-main | d2go/utils/demo_predictor.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
import os
import detectron2.utils.comm as comm
import torch
from d2go.utils.visualization import VisualizerWrapper
from detectron2.utils.file_io import PathManager
logger = logging.getLogger(__name__)
def... | d2go-main | d2go/utils/abnormal_checker.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from mobile_cv.common.misc.oss_utils import fb_overwritable
@fb_overwritable()
def get_model_zoo_storage_prefix() -> str:
return "https://mobile-cv.s3-us-west-2.amazonaws.com/d2go/models/"
@fb_overwritable()
def get_l... | d2go-main | d2go/utils/launch_environment.py |
#!/usr/bin/env python3
import itertools
from typing import Any, Dict, Optional
import torch
import torch.nn as nn
class EMAState(object):
"""Stores Exponential Moving Average state for a model.
Args:
decay: EMA decay factor, should be in [0, 1]. A decay of 0 corresponds to
always using ... | d2go-main | d2go/utils/ema_state.py |
import logging
import os
import pickle
import torch
from d2go.config import CfgNode as CN
from detectron2.utils.file_io import PathManager
from mobile_cv.torch.utils_pytorch import comm
from torch.cuda._memory_viz import segment_plot, trace_plot
logger: logging.Logger = logging.getLogger(__name__)
def add_memory_pr... | d2go-main | d2go/utils/gpu_memory_profiler.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# Populating registreis
from d2go.utils import flop_calculator as _flop_calculator # noqa
# @fb-only: from d2go.utils import fb as _fb # isort:skip # noqa
| d2go-main | d2go/utils/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import copy
import logging
import os
import traceback
import detectron2.utils.comm as comm
import mobile_cv.lut.lib.pt.flops_utils as flops_utils
import torch
from d2go.utils.helper import run_once
from detectron2.utils.anal... | d2go-main | d2go/utils/flop_calculator.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
import os
from functools import lru_cache
from mobile_cv.common.misc.oss_utils import fb_overwritable
@fb_overwritable()
def get_tensorboard_log_dir(output_dir):
return output_dir
| d2go-main | d2go/utils/tensorboard_log_util.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from typing import Optional, Type
from d2go.config import CfgNode as CN
from d2go.registry.builtin import META_ARCH_REGISTRY
from detectron2.data import DatasetCatalog, detection_utils as utils, MetadataCatalog
from detectr... | d2go-main | d2go/utils/visualization.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
#!/usr/bin/python
import importlib
import os
from functools import wraps
from typing import Any, Callable, List, TypeVar
import detectron2.utils.comm as comm
import torch
from detectron2.data import MetadataCatalog
from dete... | d2go-main | d2go/utils/helper.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
import os
import re
import time
from detectron2.checkpoint import DetectionCheckpointer
from detectron2.utils.file_io import PathManager
from pytorch_lightning.callbacks.model_checkpoint import ModelCheckpoin... | d2go-main | d2go/utils/validation_monitor.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
from typing import Callable, TypeVar
from torch.distributed.elastic.multiprocessing.errors import (
_NOT_AVAILABLE,
ChildFailedError,
get_error_handler,
)
logger = logging.getLogger(__name__)
_RT ... | d2go-main | d2go/utils/mast.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import torch
def generate_test_input(height, width, is_train, num_classes, super_classes=None):
random_image = torch.rand(3, height, width).to(torch.float32)
ret = {"image": random_image}
if is_train:
ma... | d2go-main | d2go/utils/testing/sem_seg_helper.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import contextlib
import copy
import shutil
import tempfile
import unittest
from typing import Optional
import d2go.data.transforms.box_utils as bu
import torch
from d2go.export.exporter import convert_and_export_predictor
fr... | d2go-main | d2go/utils/testing/rcnn_helper.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import torch
from d2go.quantization.qconfig import set_backend_and_create_qconfig
from d2go.registry.builtin import META_ARCH_REGISTRY
from d2go.utils.testing.data_loader_helper import create_local_dataset
from detectron2.st... | d2go-main | d2go/utils/testing/meta_arch_helper.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
| d2go-main | d2go/utils/testing/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import contextlib
import itertools
import json
import math
import os
import uuid
from d2go.data.datasets import register_dataset_split
from d2go.runner import create_runner
from detectron2.data import DatasetCatalog, Metada... | d2go-main | d2go/utils/testing/data_loader_helper.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import pytorch_lightning as pl # type: ignore
from detectron2.utils.events import EventStorage
from pytorch_lightning.callbacks.model_checkpoint import ModelCheckpoint
def get_lt_trainer(output_dir: str, cfg):
checkpoin... | d2go-main | d2go/utils/testing/lightning_train_helper.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import importlib
import os
import socket
import uuid
from functools import wraps
from tempfile import TemporaryDirectory
from typing import Optional
import torch
from d2go.distributed import distributed_worker, DistributedP... | d2go-main | d2go/utils/testing/helper.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# pyre-unsafe
from typing import Optional
import torch
from pytorch_lightning import LightningModule
from torch.utils.data.dataset import Dataset
class RandomDataset(Dataset):
def __init__(self, size, length):
... | d2go-main | d2go/utils/testing/lightning_test_module.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import os
from typing import Optional
import pkg_resources
import torch
from d2go.runner import create_runner
from d2go.utils.launch_environment import MODEL_ZOO_STORAGE_PREFIX
from detectron2.checkpoint import DetectionCheckpointer
class _ModelZooUrls(object):
... | d2go-main | d2go/model_zoo/model_zoo.py |
d2go-main | d2go/model_zoo/__init__.py | |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
from typing import List
import detectron2.utils.comm as comm
import numpy as np
import torch
from d2go.config import CfgNode as CN, temp_defrost
from detectron2.engine import hooks
from detectron2.layers impo... | d2go-main | d2go/modeling/kmeans_anchors.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from abc import abstractmethod
from typing import List, Tuple
import torch
from d2go.registry.builtin import MODELING_HOOK_REGISTRY
class ModelingHook(object):
"""Modeling hooks provide a way to modify the model during... | d2go-main | d2go/modeling/modeling_hook.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# misc.py
# modules that are used in different places but are not a specific type (e.g., backbone)
from typing import Any, Callable, Optional
import torch
import torch.nn as nn
class SplitAndConcat(nn.Module):
"""Spl... | d2go-main | d2go/modeling/misc.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
from abc import ABC, abstractmethod
from typing import Any, Dict, List
import numpy as np
import torch
from d2go.config import CfgNode as CN
from d2go.data.dataset_mappers.build import D2GO_DATA_MAPPER_REGISTR... | d2go-main | d2go/modeling/subclass.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import copy
import itertools
import logging
from contextlib import contextmanager
from typing import Iterator, List
import torch
from detectron2.engine.train_loop import HookBase
from torch.distributed.algorithms._checkpoin... | d2go-main | d2go/modeling/ema.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# Populating registreis
from d2go.modeling import ( # noqa
backbone as _backbone,
meta_arch as _meta_arch,
modeldef as _modeldef,
)
| d2go-main | d2go/modeling/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from dataclasses import dataclass
from typing import List
import torch
import torch.nn as nn
from d2go.config import CfgNode
from d2go.modeling import modeling_hook as mh
from d2go.registry.builtin import META_ARCH_REGISTRY... | d2go-main | d2go/modeling/api.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
import re
import torch.nn as nn
from detectron2.layers import FrozenBatchNorm2d
logger = logging.getLogger(__name__)
def add_model_freezing_configs(_C):
_C.MODEL.FROZEN_LAYER_REG_EXP = []
def set_requi... | d2go-main | d2go/modeling/model_freezing_utils.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import d2go.data.transforms.crop as tfm_crop
import d2go.data.transforms.tensor as tfm_tensor
import detectron2.data.transforms as transforms
import torch
from detectron2.data.transforms.augmentation import AugmentationList
... | d2go-main | d2go/modeling/image_pooler.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# This is the main definition of distillation components in D2Go. This
# includes:
# DistillationModelingHook => how we update the student model to obtain
# distillation methods and properties (e.g., override model.forw... | d2go-main | d2go/modeling/distillation.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import functools
import inspect
import json
import logging
import math
from typing import Any, Optional, Tuple
import numpy as np
import torch
import torch.nn as nn
from d2go.config import CfgNode
from d2go.config.utils impo... | d2go-main | d2go/modeling/meta_arch/rcnn.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from d2go.registry.builtin import META_ARCH_REGISTRY
from detectron2.modeling import PanopticFPN as _PanopticFPN
# Re-register D2's meta-arch in D2Go with updated APIs
@META_ARCH_REGISTRY.register()
class PanopticFPN(_Pano... | d2go-main | d2go/modeling/meta_arch/panoptic_fpn.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# Populating registreis
from d2go.modeling.meta_arch import ( # noqa
fcos as _fcos,
panoptic_fpn as _panoptic_fpn,
rcnn as _rcnn,
retinanet as _retinanet,
semantic_seg as _semantic_seg,
)
# @fb-only: from... | d2go-main | d2go/modeling/meta_arch/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
import torch.nn as nn
from d2go.config import CfgNode as CN
from d2go.export.api import PredictorExportConfig
from d2go.modeling.meta_arch.rcnn import D2RCNNInferenceWrapper
from d2go.quantization.qconfig impo... | d2go-main | d2go/modeling/meta_arch/fcos.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from d2go.registry.builtin import META_ARCH_REGISTRY
from detectron2.modeling import RetinaNet as _RetinaNet
# Re-register D2's meta-arch in D2Go with updated APIs
@META_ARCH_REGISTRY.register()
class RetinaNet(_RetinaNet)... | d2go-main | d2go/modeling/meta_arch/retinanet.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from typing import Any, Dict, List
import torch
import torch.nn as nn
from d2go.export.api import PredictorExportConfig
from d2go.registry.builtin import META_ARCH_REGISTRY
from detectron2.modeling import SemanticSegmentor a... | d2go-main | d2go/modeling/meta_arch/semantic_seg.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import copy
from d2go.modeling.modeldef.fbnet_modeldef_registry import FBNetV2ModelArch
from d2go.registry.bootstrap import lazy_on_bootstrap
from mobile_cv.arch.fbnet_v2.modeldef_utils import _ex, e1, e1p, e2, e3, e4, e6
... | d2go-main | d2go/modeling/modeldef/modeldef.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
"""
This is the centralized place to define modeldef for all projects under D2Go.
"""
# Populating registreis
from d2go.modeling.modeldef import modeldef as _modeldef # noqa
# @fb-only: from d2go.modeling.modeldef import f... | d2go-main | d2go/modeling/modeldef/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import copy
class FBNetV2ModelArch(object):
_MODEL_ARCH = {}
@staticmethod
def add(name, arch):
assert (
name not in FBNetV2ModelArch._MODEL_ARCH
), "Arch name '{}' is already exist... | d2go-main | d2go/modeling/modeldef/fbnet_modeldef_registry.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# Populating registreis
from d2go.modeling.backbone import fbnet_v2 as _fbnet_v2 # noqa
# @fb-only: from d2go.modeling.backbone import fb as _fb # isort:skip # noqa
| d2go-main | d2go/modeling/backbone/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import copy
import itertools
import logging
from typing import List
import torch
import torch.nn as nn
from d2go.modeling.backbone.modules import (
KeypointRCNNConvUpsamplePredictorNoUpscale,
KeypointRCNNIRFPredicto... | d2go-main | d2go/modeling/backbone/fbnet_v2.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from typing import List
import torch
import torch.nn as nn
from detectron2 import layers
from detectron2.utils.tracing import is_fx_tracing
from mobile_cv.arch.fbnet_v2.irf_block import IRFBlock
class RPNHeadConvRegressor(... | d2go-main | d2go/modeling/backbone/modules.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from d2go.config import CfgNode as CN
def add_fbnet_default_configs(_C):
"""FBNet options and default values"""
_C.MODEL.FBNET = CN()
_C.MODEL.FBNET.ARCH = "default"
# custom arch
_C.MODEL.FBNET.ARCH_DE... | d2go-main | d2go/modeling/backbone/fbnet_cfg.py |
from typing import Tuple
import torch
from d2go.quantization.learnable_qat import convert_to_learnable_qconfig
from mobile_cv.common.misc.registry import Registry
TORCH_VERSION: Tuple[int, ...] = tuple(int(x) for x in torch.__version__.split(".")[:2])
if TORCH_VERSION > (1, 10):
from torch.ao.quantization.quantiz... | d2go-main | d2go/quantization/qconfig.py |
d2go-main | d2go/quantization/__init__.py | |
#!/usr/bin/env python3
import logging
from functools import partial
import torch
import torch.distributed as dist
from d2go.utils.parse_module_params import iterate_module_named_parameters
from torch.ao.quantization._learnable_fake_quantize import _LearnableFakeQuantize
logger = logging.getLogger(__name__)
def mixi... | d2go-main | d2go/quantization/learnable_qat.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from typing import Tuple
import torch
from mobile_cv.common.misc.oss_utils import fb_overwritable
TORCH_VERSION: Tuple[int, ...] = tuple(int(x) for x in torch.__version__.split(".")[:2])
if TORCH_VERSION > (1, 10):
fr... | d2go-main | d2go/quantization/fx.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import copy
import logging
import math
from typing import Any, Dict, Tuple
import detectron2.utils.comm as comm
import torch
from d2go.quantization import learnable_qat
from d2go.quantization.fx import get_convert_fn, get_p... | d2go-main | d2go/quantization/modeling.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import ast
import builtins
import contextlib
import glob
import hashlib
import logging
import os
import tempfile
import time
import traceback
from collections import defaultdict
from dataclasses import asdict, dataclass
from ... | d2go-main | d2go/registry/bootstrap.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
| d2go-main | d2go/registry/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from mobile_cv.common.misc.registry import Registry
"""
This file contains all D2Go's builtin registries with global scope.
- These registries can be treated as "static". There'll be a bootstrap process happens
at the b... | d2go-main | d2go/registry/builtin.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from d2go.evaluation.prediction_count_evaluation import PredictionCountEvaluator
__all__ = [
"PredictionCountEvaluator",
]
# Populating registreis
# @fb-only: from d2go.evaluation import fb as _fb # noqa
| d2go-main | d2go/evaluation/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from typing import Dict, TypeVar, Union
T = TypeVar("T")
# "accuracy" in D2Go is defined by a 4-level dictionary in the order of:
# model_tag -> dataset -> task -> metrics
AccuracyDict = Dict[str, Dict[str, Dict[str, Dict[s... | d2go-main | d2go/evaluation/api.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import heapq
import itertools
import logging
from contextlib import contextmanager
from detectron2.data import MetadataCatalog
from detectron2.evaluation import DatasetEvaluator, SemSegEvaluator
from detectron2.utils.comm i... | d2go-main | d2go/evaluation/sem_seg_evaluation.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import itertools
import logging
from collections import OrderedDict
import detectron2.utils.comm as comm
import numpy as np
from detectron2.evaluation import DatasetEvaluator
logger = logging.getLogger(__name__)
class Pre... | d2go-main | d2go/evaluation/prediction_count_evaluation.py |
# Copyright (c) Facebook, Inc. and its affiliates.
import logging
import os
from collections import abc
from typing import Any, Iterable, List, Union
import torch
from detectron2.evaluation import (
DatasetEvaluator,
DatasetEvaluators,
inference_on_dataset as inference_on_dataset_d2,
)
from detectron2.uti... | d2go-main | d2go/evaluation/evaluator.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
"""
API for exporting a pytorch model to a predictor, the predictor contains model(s) in
deployable format and predefined functions as glue code. The exported predictor should
generate same output as the original pytorch mod... | d2go-main | d2go/export/exporter.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# Populating registreis
from d2go.export import torchscript as _torchscript # noqa
| d2go-main | d2go/export/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import json
import sys
from abc import ABC, abstractmethod
from typing import Callable, Dict, NamedTuple, Optional, Union
import torch.nn as nn
from mobile_cv.common.misc.file_utils import make_temp_directory
from mobile_cv.c... | d2go-main | d2go/export/api.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import contextlib
import logging
import os
from typing import Any, AnyStr, Dict, List, NamedTuple, Optional, Set, Tuple
import torch
from d2go.export.api import ModelExportMethod, ModelExportMethodRegistry
from detectron2.c... | d2go-main | d2go/export/torchscript.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import itertools
import logging
import operator
from collections import defaultdict, OrderedDict
from typing import Dict
import torch
from d2go.config import CfgNode
from d2go.data.dataset_mappers.build import build_dataset... | d2go-main | d2go/data/build.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from d2go.config import CfgNode as CN
def add_d2go_data_default_configs(_C):
_C.D2GO_DATA = CN()
# Config for "detectron2go.data.extended_coco.extended_coco_load"
_C.D2GO_DATA.DATASETS = CN()
# List of cla... | d2go-main | d2go/data/config.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import atexit
import logging
import pickle
import shutil
import uuid
import numpy as np
from detectron2.utils import comm
from detectron2.utils.logger import log_every_n_seconds
logger = logging.getLogger(__name__)
# NOTE:... | d2go-main | d2go/data/disk_cache.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import copy
import json
import logging
import os
import shlex
import subprocess
from collections import defaultdict
from typing import Callable, Dict, List, Optional
import detectron2.utils.comm as comm
from d2go.data.cache_... | d2go-main | d2go/data/extended_coco.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import os
from mobile_cv.common.misc.oss_utils import fb_overwritable
@fb_overwritable()
def _cache_json_file(json_file):
# TODO: entirely rely on PathManager for caching
json_file = os.fspath(json_file)
return... | d2go-main | d2go/data/cache_util.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import logging
import os
from d2go.data.extended_coco import _cache_json_file
from detectron2.data import MetadataCatalog
from detectron2.structures import BoxMode
from fvcore.common.timer import Timer
"""
This file contai... | d2go-main | d2go/data/extended_lvis.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import functools
import importlib
import logging
import os
from collections import namedtuple
from d2go.data.extended_coco import coco_text_load, extended_coco_load
from d2go.data.extended_lvis import extended_lvis_load
fro... | d2go-main | d2go/data/datasets.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
| d2go-main | d2go/data/__init__.py |
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