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from __future__ import absolute_import from __future__ import division from __future__ import print_function from caffe2.python import core, workspace from caffe2.proto import caffe2_pb2 import time def build_net(net_name, cross_socket): net = core.Net(net_name) net.Proto().type = "async_scheduling" numa...
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 hypothesis import given import hypothesis.strategies as st from caffe2.python import brew, core, model_helper, rnn_cell import ca...
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.python import core, workspace, tt_core import caffe2.python.hypothesis_test_util as hu class TestTTSVD(hu.HypothesisTest...
## @package lstm_benchmark # Module caffe2.python.lstm_benchmark 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.python import workspace, core, utils, rnn_cell, model_hel...
## @package tt_core # Module caffe2.python.tt_core from __future__ import absolute_import from __future__ import division from __future__ import print_function import numpy as np """ The following methods are various utility methods for using the Tensor-Train decomposition, or TT-decomposition introduced by I. V. Ose...
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.python.modeling.parameter_sharing import ( ParameterSharing, ) from caffe2.python.layer_test_util import LayersTestC...
## @package workspace # Module caffe2.python.workspace from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import contextlib from google.protobuf.message import Message from multiprocessing import Process import os from col...
## @package net_drawer # Module caffe2.python.net_drawer from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import argparse import json import logging from collections import defaultdict from caffe2.python import utils fro...
## @package control_ops_grad # Module caffe2.python.control_ops_grad 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 def gen_do_gradient(op, g_output): """ Generates gradie...
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 import caffe2.python.hypothesis_test_util as hu import numpy as np def FakeQuantization8BitsRowwise(data): min_el = np.mi...
## @package extension_loader # Module caffe2.python.extension_loader from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import contextlib import ctypes import sys _set_global_flags = ( hasattr(sys, 'getdlopenflags') ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python.dataio import Reader, ReaderWithLimit, ReaderWithTimeLimit from caffe2.python.dataset import Dataset from caffe2.python.pipeline import pipe from caffe...
## @package dyndep # Module caffe2.python.dyndep from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import ctypes import os from caffe2.python import core, extension_loader def InitOpsLibrary(name): """Loads a dyna...
import numpy as np import unittest from caffe2.python import core, workspace, test_util class TestToyRegression(test_util.TestCase): def testToyRegression(self): """Tests a toy regression end to end. The test code carries a simple toy regression in the form y = 2.0 x1 + 1.5 x2 + 0.5 ...
## @package data_workers # Module caffe2.python.data_workers from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals ''' This module provides a python-land multithreaded data input mechanism for Caffe2 nets. Basic usage is a...
## @package data_parallel_model # Module caffe2.python.data_parallel_model from __future__ import absolute_import from __future__ import division from __future__ import print_function from collections import OrderedDict from future.utils import viewitems, viewkeys, viewvalues import logging import copy from caffe2.py...
## @package scope # Module caffe2.python.scope from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import contextlib import threading from past.builtins import basestring from caffe2.proto import caffe2_pb2 # The name s...
## @package model_helper_api # Module caffe2.python.model_helper_api from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import sys import copy import inspect from past.builtins import basestring from caffe2.python.model_h...
## @package net_printer # Module caffe2.python.net_printer from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.proto.caffe2_pb2 import OperatorDef, NetDef from caffe2.python.checkpoint import Job from caffe2.py...
## @package schema # Module caffe2.python.schema """ Defines a minimal set of data types that allow to represent datasets with arbitrary nested structure, including objects of variable length, such as maps and lists. This defines a columnar storage format for such datasets on top of caffe2 tensors. In terms of capacit...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python.schema import ( Struct, FetchRecord, NewRecord, FeedRecord, InitEmptyRecord) from caffe2.python import core, workspace from caffe2.python.session i...
## @package app # Module caffe2.python.mint.app import argparse import flask import glob import numpy as np import nvd3 import os import sys import tornado.httpserver import tornado.wsgi __folder__ = os.path.abspath(os.path.dirname(__file__)) app = flask.Flask( __name__, template_folder=os.path.join(__folder_...
# @package adaptive_weight # Module caffe2.fb.python.layers.adaptive_weight 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.layers.layers import ModelLayer impo...
## @package sampling_train # Module caffe2.python.layers.sampling_train from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ModelLayer, get_layer_cla...
## @package tags # Module caffe2.python.layers.tags from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import six from caffe2.python import context @context.define_context(allow_default=True) class TagContext(object): ...
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, schema from caffe2.python.layers.layers import ModelLayer class MapToRange(ModelLayer): """ This layer aims ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ModelLayer import numpy as np class BatchNormalization(ModelLayer): def __init__( ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ( get_categorical_limit, ModelLayer, IdList ) import numpy as np class MergeIdList...
# @package homotopy_weight # Module caffe2.fb.python.layers.homotopy_weight 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.layers.layers import ModelLayer imp...
## @package sampling_trainable_mixin # Module caffe2.python.layers.sampling_trainable_mixin from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import abc import six class SamplingTrainableMixin(six.with_metaclass(abc.AB...
## @package last_n_window_collector # Module caffe2.python.layers.last_n_window_collector 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.layers.layers import M...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ModelLayer import numpy as np class RandomFourierFeatures(ModelLayer): """ Implementat...
## @package fc # Module caffe2.python.layers.fc from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ModelLayer from caffe2.python.layers.sampling_tra...
## @package concat # Module caffe2.python.layers.concat from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ( ModelLayer, ) from future.utils imp...
## @package batch_distill_lr_loss # Module caffe2.python.layers.batch_distill_lr_loss 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.layers.layers import ( ...
## @package position_weighted # Module caffe2.python.layers.position_weighted from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import logging import numpy as np from caffe2.python import schema from caffe2.python.layer...
## @package random_neg_rank_loss # Module caffe2.python.layers.random_neg_rank_loss from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema, core from caffe2.python.layers.layers import ( M...
## @package batch_softmax_loss # Module caffe2.python.layers.batch_softmax_loss 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.layers.layers import ModelLayer ...
## @package add_bias # Module caffe2.python.layers.add_bias from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ModelLayer import math class AddBia...
## @package fc_without_bias # Module caffe2.python.layers.fc_without_bias from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ModelLayer from caffe2....
## @package dot_product # Module caffe2.python.layers.dot_product from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ( ModelLayer, ) class Pai...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ModelLayer import numpy as np class ArcCosineFeatureMap(ModelLayer): """ A general vers...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from importlib import import_module import pkgutil import sys from . import layers def import_recursive(package): """ Takes a package and imports all modules un...
## @package sparse_lookup # Module caffe2.python.layers.sparse_lookup from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python.helpers.arg_scope import get_current_scope from caffe2.python import schema from ...
## @package batch_sigmoid_cross_entropy_loss # Module caffe2.python.layers.batch_sigmoid_cross_entropy_loss from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.lay...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.arc_cosine_feature_map import ArcCosineFeatureMap import numpy as np class SemiRandomFeatures(ArcCosineFeatur...
## @package batch_lr_loss # Module caffe2.python.layers.batch_lr_loss 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.layers.layers import ( ModelLayer, ) f...
## @package gather_record # Module caffe2.python.layers.gather_record 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.layers.layers import ModelLayer class Ga...
# @package sparse_to_dense # Module caffe2.python.layers.sparse_to_dense from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ( ModelLayer, ) impo...
# @package functional # Module caffe2.python.layers.functional 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, scope, workspace from caffe2.python.layers.layers import ( Mode...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import logging from caffe2.python import schema from caffe2.python.layers.layers import ( InstantiationContext, ModelLayer, ) logger = logging.getLogger(__name...
## @package split # Module caffe2.python.layers.split from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ( ModelLayer, ) class Split(ModelLaye...
# 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...
## @package reservoir_sampling # Module caffe2.python.layers.reservoir_sampling 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.layers.layers import ModelLayer ...
## @package sparse_feature_hash # Module caffe2.python.layers.sparse_feature_hash from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema, core from caffe2.python.layers.layers import ( Mod...
# Module caffe2.python.layers.dropout from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ModelLayer class Dropout(ModelLayer): def __init__( ...
## @package conv # Module caffe2.python.layers.conv from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ( ModelLayer, ) import numpy as np clas...
## @package layers # Module caffe2.python.layers.layers from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import logging from caffe2.python import core, schema, scope, utils, workspace from caffe2.python.layers.tags imp...
## @package batch_mse_loss # Module caffe2.python.layers.batch_mse_loss 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.layers.layers import ( ModelLayer, )...
# @package constant_weight # Module caffe2.fb.python.layers.constant_weight from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import schema from caffe2.python.layers.layers import ModelLayer import num...
## @package uniform_sampling # Module caffe2.python.layers.uniform_sampling 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, schema from caffe2.python.layers.layers im...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from caffe2.python import core, workspace from caffe2.python.test_util import TestCase import numpy as np import unittest class DoOpTest(TestCase): def test_operator(self): def make_net(): ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from caffe2.python import ( brew, cnn, core, workspace, data_parallel_model, timeout_guard, model_helper, optimizer) from caffe2.python.test_util import TestCase import caffe2.python.models.resnet as r...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from caffe2.python import workspace from caffe2.python.test.executor_test_util import ( build_conv_model, build_resnet50_dataparallel_model, run_resnet50_epoch, ExecutorTestBase, executor_te...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from caffe2.python import core, workspace import unittest core.GlobalInit(['python']) class BlobDeallocationTest(unittest.TestCase): def test(self): net = core.Net('net') x = net.GivenTe...
## @package onnx # Module caffe2.python.onnx.backend_rep_cpp from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from onnx.backend.base import BackendRep, namedtupledict # This is a wrapper around C++ Caffe2BackendRep, #...
## @package onnx # Module caffe2.python.onnx.backend """Backend for running ONNX on Caffe2 To run this, you will need to have Caffe2 installed as well. """ from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import os im...
## @package onnx # Module caffe2.python.onnx.error from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals class BaseException(Exception): pass class Unsupported(BaseException): pass
## @package onnx # Module caffe2.python.onnx.frontend """Caffe2 Protobuf to ONNX converter To run this, you will need to have Caffe2 installed as well. """ from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import iter...
## @package onnx # Module caffe2.python.onnx.helper 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 onnx.backend.base import namedtupledict from caffe2.python.onnx.workspace im...
## @package onnx # Module caffe2.python.onnx.workspace from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import uuid from caffe2.python import workspace class Workspace(object): """ An object representing a C...
## @package onnx # Module caffe2.python.onnx.backend_rep 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.proto import caffe2_pb2 from onnx.backend.base import Backe...
## @package onnx # Module caffe2.python.onnx.bin.conversion from __future__ import absolute_import from __future__ import division from __future__ import print_function import json from caffe2.proto import caffe2_pb2 import click import numpy as np from onnx import checker, ModelProto from caffe2.python.onnx.backen...
## @package onnx # Module caffe2.python.onnx.tests.onnx_backend_test from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import os import unittest import onnx.backend.test import caffe2.python.onnx.backend as c2 # This...
## @package onnx # Module caffe2.python.onnx.tests.test_utils 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 class TestCase(unittest.TestCase): def setUp(self): np.ra...
## @package onnx # Module caffe2.python.onnx.tests.helper_test from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest from caffe2.python.onnx.helper import dummy_name from caffe2.python.onnx.tests.test_util...
## @package onnx # Module caffe2.python.onnx.tests.ssa_test from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import onnx import numpy as np from caffe2.proto import caffe2_pb2 from caffe2.python import core from onnx i...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals
## @package onnx # Module caffe2.python.onnx.tests.conversion_test from __future__ import absolute_import from __future__ import division from __future__ import print_function import json import tempfile import textwrap import traceback import unittest import zipfile from caffe2.proto import caffe2_pb2 from caffe2.p...
## @package onnx # Module caffe2.python.onnx.tests.c2_ref_test from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import json import os import unittest from caffe2.python import core from caffe2.proto import caffe2_pb2 ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import inspect import numpy as np from hypothesis import assume, given, settings import hypothesis.strategies as st from caffe2.proto import caffe2_pb2 from caffe2.pyt...
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 numpy as np import numpy.testing as npt from hypothesis import given import...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from caffe2.python import workspace, core, rnn_cell from caffe2.python.model_helper import ModelHelper from caffe2.python.rnn.rnn_cell_test_util import tanh import caffe2...
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 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 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 impor...
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 unittest class TestSoftplus(hu.HypothesisTestCase): ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from hypothesis import given import numpy as np from caffe2.python import core import caffe2.python.hypothesis_test_util as hu class TestFlatten(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 core from hypothesis import assume, given import caffe2.python.hypothesis_test_util as hu import hypothesis.strategies as st import numpy as np ...
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 from caffe2.python import core import caffe2.python.hypothesis_test_util as hu clas...
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 brew, core, workspace import caffe2.python.hypothesis_test_ut...
from __future__ import absolute_import from __future__ import division from __future__ import print_function import numpy as np from hypothesis import assume, given import hypothesis.strategies as st from caffe2.proto import caffe2_pb2 from caffe2.python import core, workspace import caffe2.python.hypothesis_test_uti...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import numpy as np from scipy.sparse import coo_matrix from hypothesis import given import hypothesis.strategies as st from caffe2.python import core import caffe2.pyth...
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 from hypothesis import strategies as st import caffe2.python.hypothesis_test_util as hu import numpy as np im...
from __future__ import absolute_import from __future__ import division from __future__ import print_function import numpy as np from hypothesis import given, assume import hypothesis.strategies as st from caffe2.python import core, model_helper, brew import caffe2.python.hypothesis_test_util as hu class TestInstanc...
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 numpy as np lengths = [[0], [1, 2], [1, 0, 2, 0]] features1 = [[], ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function 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 TestAssert(hu.HypothesisTestCase): @...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals from hypothesis import given import numpy as np import unittest from caffe2.proto import caffe2_pb2, hsm_pb2 from caffe2.python import workspace, core, gradient_checker i...