python_code
stringlengths
0
258k
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core from hypothesis import given import caffe2.python.hypothesis_test_util as hu import hypothesis.strategies as st import numpy as np def ca...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core from hypothesis import given import caffe2.python.hypothesis_test_util as hu import hypothesis.strategies as st import numpy as np class ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function import numpy as np from hypothesis import assume, given, settings import hypothesis.strategies as st from caffe2.python import core import caffe2.python.hypothesis_test_util as hu import unittest class Test...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core from hypothesis import given import caffe2.python.hypothesis_test_util as hu import hypothesis.strategies as st import numpy as np class ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core, workspace from caffe2.python.test_util import TestCase import tempfile class TestCounterOps(TestCase): def test_counter_ops(self): ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core import caffe2.python.hypothesis_test_util as hu from hypothesis import given import numpy as np class TestCastOp(hu.HypothesisTestCase)...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import model_helper, workspace, core, rnn_cell from caffe2.proto import caffe2_pb2 from future.utils import viewitems import numpy as np import unitte...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import numpy as np from hypothesis import given import hypothesis.strategies as st import unittest from caffe2.python import core, workspace import caffe2.python.hypoth...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core, workspace from hypothesis import assume, given from caffe2.proto import caffe2_pb2 import caffe2.python.hypothesis_test_util as hu import ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import numpy as np from caffe2.python import core, workspace from caffe2.python.test_util import TestCase class TestDuplicateOperands(TestCase): def test_duplicate...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import numpy as np from caffe2.python import core, workspace, dataset from caffe2.python.dataset import Const from caffe2.python.schema import ( List, Field, Struct, S...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import hypothesis.strategies as st from caffe2.python import core, workspace from hypothesis import given import caffe2.python.hypothesis_test_util as hu import numpy a...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import numpy as np import unittest from caffe2.proto import caffe2_pb2 from caffe2.python import core, workspace, test_util, model_helper, brew, build @unittest.skipIf...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core, workspace from hypothesis import given import caffe2.python.hypothesis_test_util as hu import hypothesis.strategies as st import numpy as n...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core from hypothesis import assume, given, settings, HealthCheck import hypothesis.strategies as st import caffe2.python.hypothesis_test_util as...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core from hypothesis import given import caffe2.python.hypothesis_test_util as hu import hypothesis.strategies as st import numpy as np class ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import brew, core from hypothesis import given import caffe2.python.hypothesis_test_util as hu import numpy as np from caffe2.python.model_helper impo...
from __future__ import absolute_import from __future__ import division from __future__ import print_function import numpy as np import hypothesis.strategies as st import unittest import caffe2.python.hypothesis_test_util as hu from caffe2.python import core, workspace from hypothesis import given from caffe2.proto imp...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import numpy as np import unittest import caffe2.python.hypothesis_test_util as hu from caffe2.python import core, utils from caffe2.proto import caffe2_pb2 ROI_CANONIC...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import hypothesis.strategies as st from caffe2.python import core, workspace from hypothesis import given import caffe2.python.hypothesis_test_util as hu import numpy a...
from __future__ import absolute_import from __future__ import division from __future__ import print_function import functools import numpy as np from hypothesis import given import hypothesis.strategies as st from caffe2.python import core import caffe2.python.hypothesis_test_util as hu class TestNormalizeOp(hu.Hyp...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from hypothesis import given import hypothesis.strategies as st import numpy as np from caffe2.python import core import caffe2.python.hypothesis_test_util as hu class...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core from hypothesis import given import hypothesis.strategies as st import caffe2.python.hypothesis_test_util as hu import numpy as np import ...
## @package download # Module caffe2.python.models.download from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import argparse import os import sys import signal import re # Import urllib try: import urllib.error as u...
## @package resnet # Module caffe2.python.models.resnet from __future__ import absolute_import from __future__ import division from __future__ import print_function from caffe2.python import brew ''' Utility for creating ResNets See "Deep Residual Learning for Image Recognition" by He, Zhang et. al. 2015 ''' class ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import os from caffe2.proto import caffe2_pb2 def _parseFile(filename): out_net = caffe2_pb2.NetDef() # TODO(bwasti): A more robust handler for pathnames. di...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import numpy as np import time from caffe2.python import workspace, cnn, memonger, core import caffe2.python.models.resnet as resnet import hypothesis.strategies as st f...
## @package translate # Module caffe2.python.models.seq2seq.translate from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import argparse from future.utils import viewitems import logging import numpy as np import sys fro...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import numpy as np import os import tempfile from caffe2.python import test_util, workspace import caffe2.python.models.seq2seq.seq2seq_util as seq2seq_util from caffe2....
## @package seq2seq_model_helper # Module caffe2.python.models.seq2seq.seq2seq_model_helper from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import scope from caffe2.python.model_helper import ModelHe...
## @package seq2seq_util # Module caffe2.python.examples.seq2seq_util """ A bunch of util functions to build Seq2Seq models with Caffe2.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import collections from futur...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python.models.seq2seq import seq2seq_model_helper from caffe2.python import scope, test_util class Seq2SeqModelHelperTest(test_util.TestCase): def testC...
## @package beam_search # Module caffe2.python.models.seq2seq.beam_search from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from collections import namedtuple from caffe2.python import core import caffe2.python.models.se...
## @package train # Module caffe2.python.models.seq2seq.train from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import argparse import collections import logging import math import numpy as np import random import time i...
## @package formatter # Module caffe2.python.docs.formatter from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python.docs.parser import Parser class Formatter(object): def __init__(self): self.co...
## @package parser # Module caffe2.python.docs.parser from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import re class Parser(object): # List of tuples (regex_str, lambda(regex_match, formatter)) # If a lambda ...
## @package generator # Module caffe2.python.docs.generator from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import argparse import os from caffe2.python import core, workspace from caffe2.python.docs.formatter import Ma...
## @package github # Module caffe2.python.docs.github from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import argparse import os from caffe2.python.docs.formatter import Markdown from caffe2.python.docs.generator import ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core, schema from caffe2.python.modeling.net_modifier import NetModifier import numpy as np class ComputeNormForBlobs(NetModifier): """ ...
# Copyright (c) 2016-present, Facebook, Inc. # # 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 the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest from caffe2.python import brew, model_helper, workspace from caffe2.python.modeling.initializers import ( Initializer, PseudoFP16Initializer) cl...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core, schema from caffe2.python.modeling.net_modifier import NetModifier import numpy as np class ComputeHistogramForBlobs(NetModifier): ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import brew, model_helper, scope from caffe2.python.modeling.parameter_sharing import ( ParameterSharing, parameter_sharing_context, ) from caf...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core, schema from caffe2.python.modeling.net_modifier import NetModifier import numpy as np class ComputeStatisticsForBlobs(NetModifier): ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python.core import DataType, BlobReference, ScopedBlobReference from caffe2.python.modeling.parameter_info import ParameterInfo import six class Initialize...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core from caffe2.proto import caffe2_pb2 from caffe2.python.optimizer import get_param_device from caffe2.python.modeling.net_modifier import Ne...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import abc import six class NetModifier(six.with_metaclass(abc.ABCMeta, object)): """ An abstraction class for supporting modifying a generated net. Inherit...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest from caffe2.python import workspace, brew, model_helper from caffe2.python.modeling.compute_statistics_for_blobs import ( ComputeStatisticsForBlobs ) ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest from caffe2.python import workspace, brew, model_helper from caffe2.python.modeling.compute_histogram_for_blobs import ( ComputeHistogramForBlobs ) i...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import scope import contextlib import logging logger = logging.getLogger(__name__) class ParameterSharingContext(object): """ This class ma...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core import numpy as np class ParameterTags(object): BIAS = 'BIAS' WEIGHT = 'WEIGHT' COMPUTED_PARAM = 'COMPUTED_PARAM' class Pa...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest from caffe2.python import workspace, brew, model_helper from caffe2.python.modeling.compute_norm_for_blobs import ComputeNormForBlobs import numpy as np ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import copy from caffe2.proto import caffe2_pb2 from caffe2.python import core def rewrite_init_net_simple(net): for op in net.op: op.device_option.device_t...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given import numpy as np from caffe2.python import core, workspace import caffe2.python.hypothes...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given import numpy as np from caffe2.python import core, workspace import caffe2.python.hypothes...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import numpy as np import copy from hypothesis import given import hypothesis.strategies as st from caffe2.python.model_helper import ModelHelper from ca...
## @package convnet_benchmarks # Module caffe2.python.convnet_benchmarks from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals """ Benchmark for common convnets. Speed on Titan X, with 10 warmup steps and 10 main steps and w...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given, settings import numpy as np from caffe2.python import core, workspace import caffe2.pytho...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given import numpy as np from caffe2.python import core, workspace import caffe2.python.hypothes...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given import numpy as np from caffe2.python import core, workspace import caffe2.python.hypothes...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import numpy as np from caffe2.proto import caffe2_pb2 from caffe2.python import cnn, core, workspace, test_util @unittest.skipIf(not workspace.C.has_mk...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import numpy as np from caffe2.proto import caffe2_pb2 from caffe2.python import cnn, core, workspace, test_util @unittest.skipIf(not workspace.C.has_mk...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given import numpy as np from caffe2.python import core, workspace import caffe2.python.hypothes...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given, settings import numpy as np from caffe2.python import core, workspace import caffe2.pytho...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given, settings, assume import numpy as np from caffe2.python import core, workspace import caff...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given, settings import numpy as np from caffe2.python import core, workspace import caffe2.pytho...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given import numpy as np from caffe2.python import core, workspace import caffe2.python.hypothes...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import numpy as np from caffe2.proto import caffe2_pb2 from caffe2.python import cnn, core, workspace, test_util @unittest.skipIf(not workspace.C.has_mk...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import numpy as np from caffe2.proto import caffe2_pb2 from caffe2.python import cnn, core, workspace, test_util @unittest.skipIf(not workspace.C.has_mk...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given, settings import numpy as np from caffe2.python import core, workspace import caffe2.pytho...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import numpy as np from caffe2.proto import caffe2_pb2 from caffe2.python import cnn, core, workspace, test_util @unittest.skipIf(not workspace.C.has_mk...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given, settings import numpy as np from caffe2.python import core, workspace import caffe2.pytho...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import hypothesis.strategies as st from hypothesis import given import numpy as np from caffe2.python import core, workspace import caffe2.python.hypothes...
## @package lmdb_create_example # Module caffe2.python.examples.lmdb_create_example from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import argparse import numpy as np import lmdb from caffe2.proto import caffe2_pb2 fr...
# Module caffe2.python.examples.resnet50_trainer from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import argparse import logging import numpy as np import time import os from caffe2.python import core, workspace, exper...
## @package char_rnn # Module caffe2.python.examples.char_rnn from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core, workspace, model_helper, utils, brew from caffe2.python.rnn_cell import LSTM...
## @package predictor_py_utils # Module caffe2.python.predictor.predictor_py_utils from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core, scope def create_predict_net(predictor_export_meta): ...
## @package predictor_exporter # Module caffe2.python.predictor.predictor_exporter from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.proto import caffe2_pb2 from caffe2.proto import metanet_pb2 from caffe2.py...
## @package serde # Module caffe2.python.predictor.serde from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals def serialize_protobuf_struct(protobuf_struct): return protobuf_struct.SerializeToString() def deserialize...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python.test_util import TestCase from caffe2.python import workspace, brew from caffe2.python.model_helper import ModelHelper from caffe2.python.predictor impo...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import tempfile import unittest import numpy as np from caffe2.python import cnn, workspace, core from future.utils import viewitems from caffe2.python.predictor_constan...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import numpy as np from caffe2.python import workspace, core from caffe2.proto import caffe2_pb2 class TestPredictor(unittest.TestCase): def setUp(...
## @package mobile_exporter # Module caffe2.python.mobile_exporter from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core, utils from caffe2.proto import caffe2_pb2 import numpy as np def add_...
## @package elementwise_linear # Module caffe2.python.helpers.elementwise_linear from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core from caffe2.python.modeling.parameter_info import Paramete...
## @package fc # Module caffe2.python.helpers.fc from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core from caffe2.python.modeling import initializers from caffe2.python.modeling.parameter_info...
## @package algebra # Module caffe2.python.helpers.algebra from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals def transpose(model, blob_in, blob_out, use_cudnn=False, **kwargs): """Transpose.""" if use_cudnn: ...
## @package tools # Module caffe2.python.helpers.tools from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals def image_input( model, blob_in, blob_out, order="NCHW", use_gpu_transform=False, **kwargs ): assert 'is_t...
## @package pooling # Module caffe2.python.helpers.pooling ## @package fc # Module caffe2.python.helpers.pooling from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals def max_pool(model, blob_in, blob_out, use_cudnn=False, ...
## @package arra_helpers # Module caffe2.python.helpers.array_helpers from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals def concat(model, blobs_in, blob_out, **kwargs): """Depth Concat.""" if kwargs.get('order')...
## @package nonlinearity # Module caffe2.python.helpers.nonlinearity from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core def prelu(model, blob_in, blob_out, num_channels=1, slope_init=None,...
## @package train # Module caffe2.python.helpers.train from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core, scope from caffe2.proto import caffe2_pb2 def _get_weights(model, namescope=None)...
## @package control_ops # Module caffe2.python.helpers.control_ops from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python.control_ops_util import add_if_op, add_while_op def cond(model, cond_blob, externa...
## @package dropout # Module caffe2.python.helpers.dropout from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals def dropout(model, blob_in, blob_out, use_cudnn=False, **kwargs): """dropout""" if use_cudnn: ...
## @package conv # Module caffe2.python.helpers.conv from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import core from caffe2.python.modeling import initializers from caffe2.python.modeling.parameter_...
from __future__ import absolute_import from __future__ import division from __future__ import print_function import contextlib import copy import threading _threadlocal_scope = threading.local() @contextlib.contextmanager def arg_scope(single_helper_or_list, **kwargs): global _threadlocal_scope if not isinst...