repo stringlengths 2 99 | file stringlengths 13 225 | code stringlengths 0 18.3M | file_length int64 0 18.3M | avg_line_length float64 0 1.36M | max_line_length int64 0 4.26M | extension_type stringclasses 1
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SyNet | SyNet-master/tensorpack/tensorpack/models/shapes.py | # -*- coding: utf-8 -*-
# File: shapes.py
import tensorflow as tf
from .common import layer_register
__all__ = ['ConcatWith']
@layer_register(use_scope=None)
def ConcatWith(x, tensor, dim):
"""
A wrapper around ``tf.concat`` to cooperate with :class:`LinearWrap`.
Args:
x (tf.Tensor): input
... | 671 | 22.172414 | 84 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/common.py | # -*- coding: utf-8 -*-
# File: common.py
from .registry import layer_register, disable_layer_logging # noqa
from .tflayer import rename_tflayer_get_variable
from .utils import VariableHolder # noqa
__all__ = ['layer_register', 'VariableHolder', 'rename_tflayer_get_variable',
'disable_layer_logging']
| 317 | 30.8 | 77 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/__init__.py | # -*- coding: utf-8 -*-
# File: __init__.py
# https://github.com/celery/kombu/blob/7d13f9b95d0b50c94393b962e6def928511bfda6/kombu/__init__.py#L34-L36
STATICA_HACK = True
globals()['kcah_acitats'[::-1].upper()] = False
if STATICA_HACK:
from .batch_norm import *
from .common import *
from .conv2d import *
... | 1,355 | 25.588235 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/layer_norm.py | # -*- coding: utf-8 -*-
# File: layer_norm.py
from ..compat import tfv1 as tf # this should be avoided first in model code
from ..utils.argtools import get_data_format
from ..utils.develop import log_deprecated
from .common import VariableHolder, layer_register
from .tflayer import convert_to_tflayer_args
__all__ ... | 4,188 | 30.734848 | 99 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/nonlin.py | # -*- coding: utf-8 -*-
# File: nonlin.py
import tensorflow as tf
from ..utils.develop import log_deprecated
from ..compat import tfv1
from .batch_norm import BatchNorm
from .common import VariableHolder, layer_register
from .utils import disable_autograph
__all__ = ['Maxout', 'PReLU', 'BNReLU']
@layer_register(u... | 2,318 | 26.939759 | 88 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/pool.py | # -*- coding: utf-8 -*-
# File: pool.py
import numpy as np
from ..compat import tfv1 as tf # this should be avoided first in model code
from ..utils.argtools import get_data_format, shape2d
from .common import layer_register
from .shape_utils import StaticDynamicShape
from .tflayer import convert_to_tflayer_args
__... | 4,686 | 32.719424 | 100 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/regularize.py | # -*- coding: utf-8 -*-
# File: regularize.py
import re
import tensorflow as tf
from ..compat import tfv1
from ..tfutils.common import get_tf_version_tuple
from ..tfutils.tower import get_current_tower_context
from ..utils import logger
from ..utils.argtools import graph_memoized
from .common import layer_register
... | 6,528 | 36.096591 | 119 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/base.py | # -*- coding: utf-8 -*-
# File: base.py
import threading
from abc import ABCMeta, abstractmethod
import six
from ..utils.utils import get_rng
__all__ = ['DataFlow', 'ProxyDataFlow', 'RNGDataFlow', 'DataFlowTerminated']
class DataFlowTerminated(BaseException):
"""
An exception indicating that the DataFlow ... | 7,093 | 36.734043 | 119 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/image.py | # -*- coding: utf-8 -*-
# File: image.py
import copy as copy_mod
import numpy as np
from contextlib import contextmanager
from ..utils import logger
from ..utils.argtools import shape2d
from .base import RNGDataFlow
from .common import MapData, MapDataComponent
__all__ = ['ImageFromFile', 'AugmentImageComponent', '... | 8,873 | 36.285714 | 113 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/format.py | # -*- coding: utf-8 -*-
# File: format.py
import numpy as np
import os
import six
from ..utils import logger
from ..utils.argtools import log_once
from ..utils.serialize import loads
from ..utils.develop import create_dummy_class # noqa
from ..utils.loadcaffe import get_caffe_pb
from ..utils.timer import timed_oper... | 7,910 | 31.690083 | 102 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/parallel_map.py | # -*- coding: utf-8 -*-
# File: parallel_map.py
import copy
import ctypes
import multiprocessing as mp
import numpy as np
import threading
import zmq
from six.moves import queue
from ..utils.concurrency import StoppableThread, enable_death_signal
from ..utils.serialize import dumps_once as dumps, loads_once as loads
f... | 20,029 | 35.352087 | 107 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/common.py | # -*- coding: utf-8 -*-
# File: common.py
from __future__ import division
import itertools
import numpy as np
import pprint
from collections import defaultdict, deque
from copy import copy
import six
import tqdm
from termcolor import colored
from ..utils import logger
from ..utils.utils import get_rng, get_tqdm, get_... | 29,348 | 33.568905 | 110 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/serialize_test.py | #! /usr/bin/env python
# -*- coding: utf-8 -*-
import tempfile
import numpy as np
import os
import unittest
from tensorpack.dataflow import HDF5Serializer, LMDBSerializer, NumpySerializer, TFRecordSerializer
from tensorpack.dataflow.base import DataFlow
def delete_file_if_exists(fn):
try:
os.remove(fn)
... | 3,052 | 28.640777 | 99 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/raw.py | # -*- coding: utf-8 -*-
# File: raw.py
import copy
import numpy as np
import six
from .base import DataFlow, RNGDataFlow
__all__ = ['FakeData', 'DataFromQueue', 'DataFromList', 'DataFromGenerator', 'DataFromIterable']
class FakeData(RNGDataFlow):
""" Generate fake data of given shapes"""
def __init__(sel... | 3,987 | 27.898551 | 116 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/__init__.py | # -*- coding: utf-8 -*-
# File: __init__.py
# https://github.com/celery/kombu/blob/7d13f9b95d0b50c94393b962e6def928511bfda6/kombu/__init__.py#L34-L36
STATICA_HACK = True
globals()['kcah_acitats'[::-1].upper()] = False
if STATICA_HACK:
from .base import *
from .common import *
from .format import *
fr... | 1,597 | 26.084746 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/remote.py | # -*- coding: utf-8 -*-
# File: remote.py
import multiprocessing as mp
import time
from collections import deque
import tqdm
from ..utils import logger
from ..utils.concurrency import DIE
from ..utils.serialize import dumps, loads
from ..utils.utils import get_tqdm_kwargs
from .base import DataFlow, DataFlowReentran... | 7,562 | 32.464602 | 114 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/serialize.py | # -*- coding: utf-8 -*-
# File: serialize.py
import numpy as np
import os
import platform
from collections import defaultdict
from ..utils import logger
from ..utils.serialize import dumps, loads
from ..utils.develop import create_dummy_class # noqa
from ..utils.utils import get_tqdm
from .base import DataFlow
from ... | 9,180 | 31.101399 | 113 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/parallel.py | # -*- coding: utf-8 -*-
# File: parallel.py
import atexit
import pickle
import errno
import traceback
import itertools
import multiprocessing as mp
import os
import sys
import uuid
import weakref
from contextlib import contextmanager
import zmq
from six.moves import queue, range
from ..utils import logger
from ..util... | 21,575 | 38.588991 | 123 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/dataset/bsds500.py | # -*- coding: utf-8 -*-
# File: bsds500.py
import glob
import numpy as np
import os
from ...utils.fs import download, get_dataset_path
from ..base import RNGDataFlow
__all__ = ['BSDS500']
DATA_URL = "http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/BSR/BSR_bsds500.tgz"
DATA_SIZE = 70763455
IMG_W,... | 3,586 | 33.161905 | 119 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/dataset/ilsvrc.py | # -*- coding: utf-8 -*-
# File: ilsvrc.py
import numpy as np
import os
import tarfile
import tqdm
from ...utils import logger
from ...utils.fs import download, get_dataset_path, mkdir_p
from ...utils.loadcaffe import get_caffe_pb
from ...utils.timer import timed_operation
from ..base import RNGDataFlow
__all__ = ['I... | 10,381 | 32.81759 | 153 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/dataset/caltech101.py | # -*- coding: utf-8 -*-
# File: caltech101.py
import os
from ...utils import logger
from ...utils.fs import download, get_dataset_path
from ..base import RNGDataFlow
__all__ = ["Caltech101Silhouettes"]
def maybe_download(url, work_directory):
"""Download the data from Marlin's website, unless it's already her... | 2,655 | 28.511111 | 90 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/dataset/__init__.py | # -*- coding: utf-8 -*-
# File: __init__.py
# https://github.com/celery/kombu/blob/7d13f9b95d0b50c94393b962e6def928511bfda6/kombu/__init__.py#L34-L36
STATICA_HACK = True
globals()['kcah_acitats'[::-1].upper()] = False
if STATICA_HACK:
from .bsds500 import *
from .cifar import *
from .ilsvrc import *
... | 1,073 | 25.195122 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/dataset/svhn.py | # -*- coding: utf-8 -*-
# File: svhn.py
import numpy as np
import os
from ...utils import logger
from ...utils.fs import download, get_dataset_path
from ..base import RNGDataFlow
__all__ = ['SVHNDigit']
SVHN_URL = "http://ufldl.stanford.edu/housenumbers/"
class SVHNDigit(RNGDataFlow):
"""
`SVHN <http://u... | 2,704 | 29.738636 | 93 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/dataset/cifar.py | # -*- coding: utf-8 -*-
# File: cifar.py
# Yukun Chen <cykustc@gmail.com>
import numpy as np
import os
import pickle
import tarfile
from ...utils import logger
from ...utils.fs import download, get_dataset_path
from ..base import RNGDataFlow
__all__ = ['CifarBase', 'Cifar10', 'Cifar100']
DATA_URL_CIFAR_10... | 6,964 | 33.310345 | 99 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/dataset/mnist.py | # -*- coding: utf-8 -*-
# File: mnist.py
import gzip
import numpy
import os
from ...utils import logger
from ...utils.fs import download, get_dataset_path
from ..base import RNGDataFlow
__all__ = ['Mnist', 'FashionMnist']
def maybe_download(url, work_directory):
"""Download the data from Yann's website, unles... | 4,301 | 29.94964 | 79 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/base.py | # -*- coding: utf-8 -*-
# File: base.py
import os
import inspect
import pprint
from collections import namedtuple
import weakref
from ...utils.argtools import log_once
from ...utils.utils import get_rng
from ...utils.develop import deprecated
from ..image import check_dtype
# Cannot import here if we want to keep ba... | 9,656 | 32.765734 | 110 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/imgaug_test.py | # -*- coding: utf-8 -*-
# File: _test.py
import sys
import numpy as np
import cv2
import unittest
from .base import ImageAugmentor, AugmentorList
from .imgproc import Contrast
from .noise import SaltPepperNoise
from .misc import Flip, Resize
def _rand_image(shape=(20, 20)):
return np.random.rand(*shape).astype... | 5,002 | 27.919075 | 91 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/crop.py | # -*- coding: utf-8 -*-
# File: crop.py
import numpy as np
import cv2
from ...utils.argtools import shape2d
from ...utils.develop import log_deprecated
from .base import ImageAugmentor, ImagePlaceholder
from .transform import CropTransform, TransformList, ResizeTransform, PhotometricTransform
from .misc import Resize... | 6,674 | 36.711864 | 111 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/transform.py | # -*- coding: utf-8 -*-
# File: transform.py
import numpy as np
import cv2
from ...utils.argtools import log_once
from .base import ImageAugmentor, _default_repr
TransformAugmentorBase = ImageAugmentor
"""
Legacy alias. Please don't use.
"""
# This legacy augmentor requires us to import base from here, causing circ... | 11,275 | 27.912821 | 114 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/misc.py | # -*- coding: utf-8 -*-
# File: misc.py
import cv2
from ...utils import logger
from ...utils.argtools import shape2d
from .base import ImageAugmentor
from .transform import ResizeTransform, NoOpTransform, FlipTransform, TransposeTransform
__all__ = ['Flip', 'Resize', 'RandomResize', 'ResizeShortestEdge', 'Transpose'... | 5,824 | 32.866279 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/external.py | #!/usr/bin/env python
import numpy as np
from .base import ImageAugmentor
from .transform import Transform
__all__ = ['IAAugmentor', 'Albumentations']
class IAATransform(Transform):
def __init__(self, aug, img_shape):
self._init(locals())
def apply_image(self, img):
return self.aug.augment... | 2,900 | 28.602041 | 94 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/noise.py | # -*- coding: utf-8 -*-
# File: noise.py
import numpy as np
import cv2
from .base import PhotometricAugmentor
__all__ = ['JpegNoise', 'GaussianNoise', 'SaltPepperNoise']
class JpegNoise(PhotometricAugmentor):
""" Random JPEG noise. """
def __init__(self, quality_range=(40, 100)):
"""
Args... | 2,238 | 28.077922 | 97 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/paste.py | # -*- coding: utf-8 -*-
# File: paste.py
import numpy as np
from abc import abstractmethod
from .base import ImageAugmentor
from .transform import TransformFactory
__all__ = ['CenterPaste', 'BackgroundFiller', 'ConstantBackgroundFiller',
'RandomPaste']
class BackgroundFiller(object):
""" Base class... | 3,372 | 29.387387 | 102 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/deform.py | # -*- coding: utf-8 -*-
# File: deform.py
import numpy as np
from ...utils import logger
from .base import ImageAugmentor
from .transform import TransformFactory
__all__ = []
# Code was temporarily kept here for a future reference in case someone needs it
# But it was already deprecated,
# because this augmentatio... | 3,748 | 33.394495 | 102 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/geometry.py | # -*- coding: utf-8 -*-
# File: geometry.py
import math
import numpy as np
import cv2
from .base import ImageAugmentor
from .transform import WarpAffineTransform, CropTransform, TransformList
__all__ = ['Shift', 'Rotation', 'RotationAndCropValid', 'Affine']
class Shift(ImageAugmentor):
""" Random horizontal a... | 9,653 | 39.058091 | 98 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/imgproc.py | # -*- coding: utf-8 -*-
# File: imgproc.py
import numpy as np
import cv2
from ...utils.develop import log_deprecated
from .base import PhotometricAugmentor
__all__ = ['Hue', 'Brightness', 'BrightnessScale', 'Contrast', 'MeanVarianceNormalize',
'GaussianBlur', 'Gamma', 'Clip', 'Saturation', 'Lighting', 'M... | 11,285 | 32.993976 | 114 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/convert.py | # -*- coding: utf-8 -*-
# File: convert.py
import numpy as np
import cv2
from .base import PhotometricAugmentor
__all__ = ['ColorSpace', 'Grayscale', 'ToUint8', 'ToFloat32']
class ColorSpace(PhotometricAugmentor):
""" Convert into another color space. """
def __init__(self, mode, keepdims=True):
... | 2,180 | 30.608696 | 85 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/__init__.py | # -*- coding: utf-8 -*-
# File: __init__.py
# https://github.com/celery/kombu/blob/7d13f9b95d0b50c94393b962e6def928511bfda6/kombu/__init__.py#L34-L36
STATICA_HACK = True
globals()['kcah_acitats'[::-1].upper()] = False
if STATICA_HACK:
from .base import *
from .convert import *
from .crop import *
from ... | 1,463 | 26.622642 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/dataflow/imgaug/meta.py | # -*- coding: utf-8 -*-
# File: meta.py
from .base import ImageAugmentor
from .transform import NoOpTransform, TransformList, TransformFactory
__all__ = ['RandomChooseAug', 'MapImage', 'Identity', 'RandomApplyAug',
'RandomOrderAug']
class Identity(ImageAugmentor):
""" A no-op augmentor """
def g... | 3,722 | 30.025 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/scope_utils.py | # -*- coding: utf-8 -*-
# File: scope_utils.py
import functools
from contextlib import contextmanager
from ..compat import tfv1 as tf
from ..utils.argtools import graph_memoized
from ..utils import logger
from .common import get_tf_version_tuple
__all__ = ['auto_reuse_variable_scope', 'cached_name_scope', 'under_na... | 5,196 | 29.934524 | 99 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/gradproc.py | # -*- coding: utf-8 -*-
# File: gradproc.py
import inspect
import re
from abc import ABCMeta, abstractmethod
import six
import tensorflow as tf
from ..compat import tfv1
from ..utils import logger
from .summary import add_moving_summary
from .symbolic_functions import print_stat, rms
__all__ = ['GradientProcessor',... | 8,395 | 30.683019 | 107 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/export.py | # -*- coding: utf-8 -*-
# File: export.py
"""
A collection of functions to ease the process of exporting
a model for production.
"""
import tensorflow as tf
from tensorflow.python.framework import graph_util
from tensorflow.python.platform import gfile
from tensorflow.python.tools import optimize_for_inference_lib
... | 6,509 | 42.4 | 122 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/tower.py | # -*- coding: utf-8 -*-
# File: tower.py
from abc import ABCMeta, abstractmethod, abstractproperty
import six
from ..compat import tfv1 as tf
from ..utils import logger
from ..utils.argtools import call_only_once
from ..utils.develop import HIDE_DOC
from ..utils.naming import MOVING_SUMMARY_OPS_KEY
from .collection ... | 15,572 | 31.04321 | 114 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/symbolic_functions.py | # -*- coding: utf-8 -*-
# File: symbolic_functions.py
import tensorflow as tf
from ..compat import tfv1
__all__ = ['print_stat', 'rms']
def print_stat(x, message=None):
""" A simple print Op that might be easier to use than :meth:`tf.Print`.
Use it like: ``x = print_stat(x, message='This is x')``.
... | 2,049 | 27.873239 | 96 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/dependency.py |
import tensorflow as tf
from ..utils.argtools import graph_memoized
"""
Utils about parsing dependencies in the graph.
"""
__all__ = [
'dependency_of_targets', 'dependency_of_fetches'
]
@graph_memoized
def dependency_of_targets(targets, op):
"""
Check that op is in the subgraph induced by the dependen... | 2,442 | 30.727273 | 106 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/model_utils.py | # -*- coding: utf-8 -*-
# File: model_utils.py
# Author: tensorpack contributors
from ..compat import tfv1 as tf
from tabulate import tabulate
from termcolor import colored
from .common import get_op_tensor_name
from ..utils import logger
__all__ = []
def describe_trainable_vars():
"""
Print a description ... | 2,866 | 31.954023 | 102 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/sesscreate.py | # -*- coding: utf-8 -*-
# File: sesscreate.py
from ..compat import tfv1 as tf
from ..utils import logger
from .common import get_default_sess_config
__all__ = ['NewSessionCreator', 'ReuseSessionCreator', 'SessionCreatorAdapter']
"""
A SessionCreator should:
create the session
initialize all variables
re... | 4,379 | 32.692308 | 109 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/sessinit.py | # -*- coding: utf-8 -*-
# File: sessinit.py
import os
import numpy as np
import six
from ..compat import tfv1 as tf
from ..utils import logger
from .common import get_op_tensor_name
from .varmanip import SessionUpdate, get_checkpoint_path, get_savename_from_varname, is_training_name
__all__ = ['SessionInit', 'ChainI... | 11,260 | 35.092949 | 119 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/varreplace.py | # -*- coding: utf-8 -*-
# File: varreplace.py
# Credit: Qinyao He
from contextlib import contextmanager
from ..compat import tfv1 as tf
from .common import get_tf_version_tuple
__all__ = ['custom_getter_scope', 'freeze_variables', 'remap_variables']
@contextmanager
def custom_getter_scope(custom_getter):
"""
... | 4,647 | 37.413223 | 101 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/unit_tests.py | # -*- coding: utf-8 -*-
import unittest
import tensorflow as tf
from ..utils import logger
from .scope_utils import under_name_scope
class ScopeUtilsTest(unittest.TestCase):
@under_name_scope(name_scope='s')
def _f(self, check=True):
if check:
assert tf.get_default_graph().get_name_scop... | 808 | 24.28125 | 72 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/common.py | # -*- coding: utf-8 -*-
# File: common.py
from collections import defaultdict
from six.moves import map
from tabulate import tabulate
import os
import sys
import psutil
import tensorflow as tf
import numpy as np
from ..compat import tfv1
from ..utils.argtools import graph_memoized
from ..utils.utils import find_libra... | 7,032 | 27.132 | 104 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/collection.py | # -*- coding: utf-8 -*-
# File: collection.py
from contextlib import contextmanager
from copy import copy
import six
from ..compat import tfv1 as tf
from ..utils import logger
from ..utils.argtools import memoized
__all__ = ['backup_collection',
'restore_collection',
'freeze_collection']
de... | 5,532 | 30.4375 | 104 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/distributed.py | # -*- coding: utf-8 -*-
# File: distributed.py
import tensorflow as tf
def get_distributed_session_creator(server):
"""
Args:
server (tf.train.Server):
Returns:
tf.train.SessionCreator
"""
server_def = server.server_def
is_chief = (server_def.job_name == 'worker') and (serve... | 1,503 | 30.333333 | 100 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/varmanip.py | # -*- coding: utf-8 -*-
# File: varmanip.py
import numpy as np
import os
import pprint
import six
import tensorflow as tf
from ..compat import tfv1
from ..utils import logger
from .common import get_op_tensor_name
__all__ = ['SessionUpdate', 'dump_session_params',
'load_chkpt_vars', 'save_chkpt_vars', 'ge... | 9,176 | 34.296154 | 120 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/__init__.py | # -*- coding: utf-8 -*-
# File: __init__.py
from .tower import get_current_tower_context, TowerContext
# https://github.com/celery/kombu/blob/7d13f9b95d0b50c94393b962e6def928511bfda6/kombu/__init__.py#L34-L36
STATICA_HACK = True
globals()['kcah_acitats'[::-1].upper()] = False
if STATICA_HACK:
from .common impo... | 1,333 | 25.68 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/optimizer.py | # -*- coding: utf-8 -*-
# File: optimizer.py
from contextlib import contextmanager
import tensorflow as tf
from ..tfutils.common import get_tf_version_tuple
from ..compat import tfv1
from ..utils.develop import HIDE_DOC
from .gradproc import FilterNoneGrad, GradientProcessor
__all__ = ['apply_grad_processors', 'Pro... | 8,777 | 35.123457 | 98 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/summary.py | # -*- coding: utf-8 -*-
# File: summary.py
import re
from contextlib import contextmanager
import six
from six.moves import range
from tensorflow.python.training import moving_averages
from ..compat import tfv1 as tf
from ..utils import logger
from ..utils.argtools import graph_memoized
from ..utils.naming import MO... | 9,830 | 34.110714 | 100 | py |
SyNet | SyNet-master/tensorpack/tensorpack/tfutils/argscope.py | # -*- coding: utf-8 -*-
# File: argscope.py
import copy
from collections import defaultdict
from contextlib import contextmanager
from functools import wraps
from inspect import getmembers, isfunction
import tensorflow as tf
from ..compat import is_tfv2
from ..utils import logger
from .model_utils import get_shape_st... | 4,320 | 28.8 | 92 | py |
SyNet | SyNet-master/tensorpack/tensorpack/train/base.py | # -*- coding: utf-8 -*-
# File: base.py
import copy
import time
import weakref
import tensorflow as tf
from ..compat import tfv1
from ..callbacks import Callback, Callbacks, Monitors, MonitorBase
from ..callbacks.steps import MaintainStepCounter
from ..tfutils import get_global_step_value
from ..tfutils.model_utils i... | 13,608 | 35.681941 | 115 | py |
SyNet | SyNet-master/tensorpack/tensorpack/train/utility.py | # -*- coding: utf-8 -*-
# File: utility.py
# for backwards-compatibility
from ..graph_builder.utils import LeastLoadedDeviceSetter, OverrideToLocalVariable, override_to_local_variable # noqa
| 193 | 31.333333 | 118 | py |
SyNet | SyNet-master/tensorpack/tensorpack/train/tower.py | # -*- coding: utf-8 -*-
# File: tower.py
from abc import ABCMeta, abstractmethod
import six
import tensorflow as tf
from ..compat import tfv1, is_tfv2
from ..input_source import PlaceholderInput
from ..predict.base import OnlinePredictor
from ..tfutils.gradproc import FilterNoneGrad
from ..tfutils.tower import Predic... | 11,428 | 37.352349 | 112 | py |
SyNet | SyNet-master/tensorpack/tensorpack/train/trainers.py | # -*- coding: utf-8 -*-
# File: trainers.py
import multiprocessing as mp
import os
import sys
import tensorflow as tf
from ..callbacks import CallbackFactory, RunOp
from ..graph_builder.distributed import DistributedParameterServerBuilder, DistributedReplicatedBuilder
from ..graph_builder.training import (
AsyncM... | 21,673 | 39.062847 | 119 | py |
SyNet | SyNet-master/tensorpack/tensorpack/train/config.py | # -*- coding: utf-8 -*-
# File: config.py
import os
import tensorflow as tf
from ..callbacks import (
JSONWriter, MergeAllSummaries, MovingAverageSummary, ProgressBar, RunUpdateOps, ScalarPrinter, TFEventWriter)
from ..dataflow.base import DataFlow
from ..input_source import InputSource
from ..tfutils.sesscreate ... | 9,874 | 39.471311 | 119 | py |
SyNet | SyNet-master/tensorpack/tensorpack/train/__init__.py | # -*- coding: utf-8 -*-
# File: __init__.py
# flake8: noqa
# https://github.com/celery/kombu/blob/7d13f9b95d0b50c94393b962e6def928511bfda6/kombu/__init__.py#L34-L36
STATICA_HACK = True
globals()['kcah_acitats'[::-1].upper()] = False
if STATICA_HACK:
from .base import *
from .config import *
from .interfa... | 1,079 | 23.545455 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/train/interface.py | # -*- coding: utf-8 -*-
# File: interface.py
from ..compat import tfv1
from ..input_source import FeedInput, InputSource, QueueInput, StagingInput
from ..utils import logger
from ..compat import is_tfv2
from .config import TrainConfig
from .tower import SingleCostTrainer
from .trainers import SimpleTrainer
__all__ = ... | 4,079 | 35.428571 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/train/model_desc.py | # -*- coding: utf-8 -*-
# File: model_desc.py
import tensorflow as tf
from ..utils.argtools import memoized_method
from ..tfutils.common import get_op_tensor_name
from ..tfutils.tower import get_current_tower_context
from ..compat import backport_tensor_spec, tfv1
TensorSpec = backport_tensor_spec()
__all__ = ['M... | 4,521 | 33.519084 | 119 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/concurrency.py | # -*- coding: utf-8 -*-
# File: concurrency.py
# Some code taken from zxytim
import sys
import atexit
import bisect
import multiprocessing as mp
import platform
import signal
import threading
import weakref
from contextlib import contextmanager
import six
from six.moves import queue
import subprocess
from . import l... | 9,998 | 26.852368 | 116 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/timer.py | # -*- coding: utf-8 -*-
# File: timer.py
import atexit
from collections import defaultdict
from contextlib import contextmanager
from time import perf_counter as timer # noqa
from . import logger
from .stats import StatCounter
__all__ = ['timed_operation', 'IterSpeedCounter', 'Timer']
@contextmanager
def timed_... | 3,746 | 23.019231 | 103 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/argtools.py | # -*- coding: utf-8 -*-
# File: argtools.py
import inspect
import functools
from . import logger
__all__ = ['map_arg', 'memoized', 'memoized_method', 'graph_memoized', 'shape2d', 'shape4d',
'memoized_ignoreargs', 'log_once']
def map_arg(**maps):
"""
Apply a mapping on certain argument before ca... | 5,918 | 24.734783 | 104 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/palette.py | # -*- coding: utf-8 -*-
# File: palette.py
import numpy as np
__all__ = ['PALETTE_RGB']
# Copied from https://stackoverflow.com/questions/2328339/how-to-generate-n-different-colors-for-any-natural-number-n
PALETTE_HEX = [
"#000000", "#FFFF00", "#1CE6FF", "#FF34FF", "#FF4A46", "#008941", "#006FA6", "#A30059",
... | 4,457 | 33.828125 | 117 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/fs.py | # -*- coding: utf-8 -*-
# File: fs.py
import errno
import os
import tqdm
from six.moves import urllib
from . import logger
from .utils import execute_only_once
__all__ = ['mkdir_p', 'download', 'recursive_walk', 'get_dataset_path', 'normpath']
def mkdir_p(dirname):
""" Like "mkdir -p", make a dir recursively,... | 3,592 | 27.744 | 106 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/stats.py | # -*- coding: utf-8 -*-
# File: stats.py
import numpy as np
__all__ = ['StatCounter', 'BinaryStatistics', 'RatioCounter', 'Accuracy',
'OnlineMoments']
class StatCounter(object):
""" A simple counter"""
def __init__(self):
self.reset()
def feed(self, v):
"""
Args:
... | 4,416 | 21.651282 | 103 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/develop.py | # -*- coding: utf-8 -*-
# File: develop.py
# Author: tensorpack contributors
""" Utilities for developers only.
These are not visible to users (not automatically imported). And should not
appeared in docs."""
import functools
import importlib
import os
import types
from collections import defaultdict
from datetime im... | 5,284 | 28.361111 | 113 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/utils.py | # -*- coding: utf-8 -*-
# File: utils.py
import inspect
import numpy as np
import re
import os
import sys
from contextlib import contextmanager
from datetime import datetime, timedelta
from tqdm import tqdm
from . import logger
from .concurrency import subproc_call
__all__ = ['change_env',
'get_rng',
... | 9,003 | 28.045161 | 107 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/logger.py | # -*- coding: utf-8 -*-
# File: logger.py
"""
The logger module itself has the common logging functions of Python's
:class:`logging.Logger`. For example:
.. code-block:: python
from tensorpack.utils import logger
logger.set_logger_dir('train_log/test')
logger.info("Test")
logger.error("Error happened... | 5,996 | 33.268571 | 108 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/loadcaffe.py | # -*- coding: utf-8 -*-
# File: loadcaffe.py
import numpy as np
import os
import sys
from . import logger
from .concurrency import subproc_call
from .fs import download, get_dataset_path
from .utils import change_env
__all__ = ['load_caffe', 'get_caffe_pb']
CAFFE_PROTO_URL = "https://github.com/BVLC/caffe/raw/mast... | 5,887 | 34.257485 | 92 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/compatible_serialize.py | from .serialize import loads, dumps # noqa
# keep this file for BC
| 69 | 16.5 | 43 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/viz.py | # -*- coding: utf-8 -*-
# File: viz.py
# Credit: zxytim
import numpy as np
import os
import sys
from ..utils.develop import create_dummy_func # noqa
from .argtools import shape2d
from .fs import mkdir_p
try:
import cv2
except ImportError:
pass
__all__ = ['interactive_imshow',
'stack_patches', '... | 15,256 | 33.131991 | 109 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/__init__.py | # -*- coding: utf-8 -*-
# File: __init__.py
"""
Common utils.
These utils should be irrelevant to tensorflow.
"""
# https://github.com/celery/kombu/blob/7d13f9b95d0b50c94393b962e6def928511bfda6/kombu/__init__.py#L34-L36
STATICA_HACK = True
globals()['kcah_acitats'[::-1].upper()] = False
if STATICA_HACK:
from .u... | 745 | 22.3125 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/nvml.py | # -*- coding: utf-8 -*-
# File: nvml.py
import threading
from ctypes import (
CDLL, POINTER, Structure, byref, c_uint,
c_ulonglong, create_string_buffer)
__all__ = ['NVMLContext']
NVML_ERROR_FUNCTION_NOT_FOUND = 13
NvmlErrorCodes = {"0": "NVML_SUCCESS",
"1": "NVML_ERROR_UNINITIALIZED",
... | 6,281 | 28.218605 | 109 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/debug.py | # -*- coding: utf-8 -*-
# File: debug.py
import sys
def enable_call_trace():
""" Enable trace for calls to any function. """
def tracer(frame, event, arg):
if event == 'call':
co = frame.f_code
func_name = co.co_name
if func_name == 'write' or func_name == 'print'... | 1,023 | 23.97561 | 63 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/serialize.py | # -*- coding: utf-8 -*-
# File: serialize.py
import os
import pickle
from multiprocessing.reduction import ForkingPickler
import msgpack
import msgpack_numpy
msgpack_numpy.patch()
assert msgpack.version >= (0, 5, 2)
__all__ = ['loads', 'dumps']
MAX_MSGPACK_LEN = 1000000000
class MsgpackSerializer(object):
... | 2,979 | 23.227642 | 71 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/naming.py | # -*- coding: utf-8 -*-
# File: naming.py
GLOBAL_STEP_INCR_OP_NAME = 'global_step_incr'
# extra variables to summarize during training in a moving-average way
MOVING_SUMMARY_OPS_KEY = 'MOVING_SUMMARY_OPS'
| 208 | 22.222222 | 70 | py |
SyNet | SyNet-master/tensorpack/tensorpack/utils/gpu.py | # -*- coding: utf-8 -*-
# File: gpu.py
import os
from . import logger
from .concurrency import subproc_call
from .nvml import NVMLContext
from .utils import change_env
__all__ = ['change_gpu', 'get_nr_gpu', 'get_num_gpu']
def change_gpu(val):
"""
Args:
val: an integer, the index of the GPU or -1 t... | 2,254 | 29.066667 | 107 | py |
SyNet | SyNet-master/tensorpack/tensorpack/contrib/keras.py | # -*- coding: utf-8 -*-
# File: keras.py
from contextlib import contextmanager
import six
import tensorflow as tf
from tensorflow import keras
from ..callbacks import Callback, CallbackToHook, InferenceRunner, InferenceRunnerBase, ScalarStats
from ..models.regularize import regularize_cost_from_collection
from ..tfut... | 12,196 | 40.345763 | 117 | py |
SyNet | SyNet-master/tensorpack/tensorpack/predict/base.py | # -*- coding: utf-8 -*-
# File: base.py
from abc import ABCMeta, abstractmethod
import six
import tensorflow as tf
from ..input_source import PlaceholderInput
from ..tfutils.common import get_tensors_by_names, get_op_tensor_name
from ..tfutils.tower import PredictTowerContext
__all__ = ['PredictorBase',
... | 5,588 | 30.937143 | 91 | py |
SyNet | SyNet-master/tensorpack/tensorpack/predict/concurrency.py | # -*- coding: utf-8 -*-
# File: concurrency.py
import multiprocessing
import numpy as np
from concurrent.futures import Future
import tensorflow as tf
from six.moves import queue, range
from ..compat import tfv1
from ..tfutils.model_utils import describe_trainable_vars
from ..utils import logger
from ..utils.concurr... | 6,665 | 36.033333 | 104 | py |
SyNet | SyNet-master/tensorpack/tensorpack/predict/dataset.py | # -*- coding: utf-8 -*-
# File: dataset.py
import multiprocessing
import os
from abc import ABCMeta, abstractmethod
import six
from ..dataflow import DataFlow
from ..dataflow.remote import dump_dataflow_to_process_queue
from ..utils import logger
from ..utils.develop import HIDE_DOC
from ..utils.concurrency import D... | 5,787 | 32.847953 | 104 | py |
SyNet | SyNet-master/tensorpack/tensorpack/predict/feedfree.py | #!/usr/bin/env python
from tensorflow.python.training.monitored_session import _HookedSession as HookedSession
from ..callbacks import Callbacks
from ..tfutils.tower import PredictTowerContext
from .base import PredictorBase
__all__ = ['FeedfreePredictor']
class FeedfreePredictor(PredictorBase):
"""
Create... | 2,598 | 35.097222 | 98 | py |
SyNet | SyNet-master/tensorpack/tensorpack/predict/config.py | # -*- coding: utf-8 -*-
# File: config.py
import six
from ..compat import tfv1 as tf
from ..train.model_desc import ModelDescBase
from ..tfutils.sessinit import JustCurrentSession, SessionInit
from ..tfutils.sesscreate import NewSessionCreator
from ..tfutils.tower import TowerFunc
from ..utils import logger
__all__... | 5,002 | 41.042017 | 120 | py |
SyNet | SyNet-master/tensorpack/tensorpack/predict/__init__.py | # -*- coding: utf-8 -*-
# File: __init__.py
# https://github.com/celery/kombu/blob/7d13f9b95d0b50c94393b962e6def928511bfda6/kombu/__init__.py#L34-L36
STATICA_HACK = True
globals()['kcah_acitats'[::-1].upper()] = False
if STATICA_HACK:
from .base import *
from .concurrency import *
from .config import *
... | 1,015 | 23.780488 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/predict/multigpu.py | # -*- coding: utf-8 -*-
# File: multigpu.py
import tensorflow as tf
from ..input_source import PlaceholderInput
from ..tfutils.tower import PredictTowerContext
from ..utils import logger
from .base import OnlinePredictor
__all__ = ['MultiTowerOfflinePredictor',
'DataParallelOfflinePredictor']
class Mul... | 4,443 | 35.42623 | 116 | py |
SyNet | SyNet-master/tensorpack/tensorpack/graph_builder/training.py | # -*- coding: utf-8 -*-
# File: training.py
import copy
import pprint
import re
from abc import ABCMeta, abstractmethod
from contextlib import contextmanager
import six
import tensorflow as tf
from ..compat import tfv1
from ..tfutils.common import get_tf_version_tuple
from ..tfutils.gradproc import ScaleGradient
from... | 17,248 | 40.167064 | 120 | py |
SyNet | SyNet-master/tensorpack/tensorpack/graph_builder/utils.py | # -*- coding: utf-8 -*-
# File: utils.py
import operator
from contextlib import contextmanager
import tensorflow as tf
from ..compat import tfv1
from ..tfutils.common import get_tf_version_tuple
from ..tfutils.scope_utils import cached_name_scope, under_name_scope
from ..tfutils.varreplace import custom_getter_scope... | 13,752 | 32.874384 | 145 | py |
SyNet | SyNet-master/tensorpack/tensorpack/graph_builder/distributed.py | # -*- coding: utf-8 -*-
# File: distributed.py
import re
import tensorflow as tf
from ..tfutils.common import get_global_step_var, get_op_tensor_name
from ..utils import logger
from ..utils.argtools import memoized
from .training import DataParallelBuilder, GraphBuilder
from .utils import OverrideCachingDevice, aggre... | 15,716 | 41.25 | 114 | py |
SyNet | SyNet-master/tensorpack/tensorpack/graph_builder/__init__.py | # -*- coding: utf-8 -*-
# File: __init__.py
# https://github.com/celery/kombu/blob/7d13f9b95d0b50c94393b962e6def928511bfda6/kombu/__init__.py#L34-L36
STATICA_HACK = True
globals()['kcah_acitats'[::-1].upper()] = False
if STATICA_HACK:
from .model_desc import *
from .training import *
from .distributed im... | 1,113 | 25.52381 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/graph_builder/model_desc.py | # -*- coding: utf-8 -*-
# File: model_desc.py
from ..train.model_desc import ModelDesc, ModelDescBase # kept for BC # noqa
__all__ = []
| 141 | 14.777778 | 77 | py |
pytorch-playground | pytorch-playground-master/setup.py | from setuptools import setup, find_packages
with open("requirements.txt") as requirements_file:
REQUIREMENTS = requirements_file.readlines()
setup(
name="pytorch-playground",
version="1.0.0",
author='Aaron Chen',
author_email='aaron.xichen@gmail.com',
packages=find_packages(),
entry_points... | 447 | 21.4 | 51 | py |
pytorch-playground | pytorch-playground-master/quantize.py | import argparse
from utee import misc, quant, selector
import torch
import torch.backends.cudnn as cudnn
cudnn.benchmark =True
from collections import OrderedDict
def main():
parser = argparse.ArgumentParser(description='PyTorch SVHN Example')
parser.add_argument('--type', default='cifar10', help='|'.join(sele... | 4,928 | 48.29 | 132 | py |
pytorch-playground | pytorch-playground-master/svhn/model.py | import torch
import torch.nn as nn
import torch.utils.model_zoo as model_zoo
import os
from collections import OrderedDict
from utee import misc
print = misc.logger.info
model_urls = {
'svhn': 'http://ml.cs.tsinghua.edu.cn/~chenxi/pytorch-models/svhn-f564f3d8.pth',
}
class SVHN(nn.Module):
def __init__(self, ... | 2,056 | 33.864407 | 122 | py |
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