test_dist_simnet_bow.py 4.1 KB
Newer Older
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
#
# 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 to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from __future__ import print_function

import os
import unittest

from test_dist_base import TestDistBase


class TestDistSimnetBowDense2x2(TestDistBase):
    def _setup_config(self):
        self._sync_mode = True
25
        self._enforce_place = "CPU"
26 27

    def test_simnet_bow(self):
28 29 30 31 32
        need_envs = {
            "IS_DISTRIBUTED": '0',
            "IS_SPARSE": '0',
            'IS_SELF_CONTAINED_LR': '1'
        }
33 34 35 36 37 38 39 40 41 42
        self.check_with_place(
            "dist_simnet_bow.py",
            delta=1e-5,
            check_error_log=False,
            need_envs=need_envs)


class TestDistSimnetBow2x2DenseAsync(TestDistBase):
    def _setup_config(self):
        self._sync_mode = False
43
        self._enforce_place = "CPU"
44 45

    def test_simnet_bow(self):
46 47 48 49 50
        need_envs = {
            "IS_DISTRIBUTED": '0',
            "IS_SPARSE": '0',
            'IS_SELF_CONTAINED_LR': '1'
        }
51 52 53 54 55 56 57 58 59 60
        self.check_with_place(
            "dist_simnet_bow.py",
            delta=100,
            check_error_log=False,
            need_envs=need_envs)


class TestDistSimnetBowSparse2x2(TestDistBase):
    def _setup_config(self):
        self._sync_mode = True
61
        self._enforce_place = "CPU"
62 63

    def test_simnet_bow(self):
64 65 66 67 68
        need_envs = {
            "IS_DISTRIBUTED": '0',
            "IS_SPARSE": '1',
            'IS_SELF_CONTAINED_LR': '1'
        }
69 70 71 72 73 74 75 76 77 78
        self.check_with_place(
            "dist_simnet_bow.py",
            delta=1e-5,
            check_error_log=False,
            need_envs=need_envs)


class TestDistSimnetBow2x2SparseAsync(TestDistBase):
    def _setup_config(self):
        self._sync_mode = False
79
        self._enforce_place = "CPU"
80 81

    def test_simnet_bow(self):
82 83 84 85 86
        need_envs = {
            "IS_DISTRIBUTED": '0',
            "IS_SPARSE": '1',
            'IS_SELF_CONTAINED_LR': '1'
        }
87 88 89 90 91 92 93
        self.check_with_place(
            "dist_simnet_bow.py",
            delta=100,
            check_error_log=False,
            need_envs=need_envs)


G
gongweibao 已提交
94 95
# FIXME(tangwei): Learningrate variable is not created on pserver.
"""
96 97 98 99 100 101 102 103 104 105 106 107 108 109
class TestDistSimnetBow2x2LookupTableSync(TestDistBase):
    def _setup_config(self):
        self._sync_mode = True
        self._enforce_place = "CPU"

    def test_simnet_bow(self):
        need_envs = {
            "IS_DISTRIBUTED": '1',
            "IS_SPARSE": '1',
            'IS_SELF_CONTAINED_LR': '1'
        }
        self.check_with_place(
            "dist_simnet_bow.py",
            delta=1e-5,
G
gongweibao 已提交
110
            check_error_log=True,
111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147
            need_envs=need_envs)


class TestDistSimnetBow2x2LookupTableAsync(TestDistBase):
    def _setup_config(self):
        self._sync_mode = False
        self._enforce_place = "CPU"

    def test_simnet_bow(self):
        need_envs = {
            "IS_DISTRIBUTED": '1',
            "IS_SPARSE": '1',
            'IS_SELF_CONTAINED_LR': '1'
        }
        self.check_with_place(
            "dist_simnet_bow.py",
            delta=100,
            check_error_log=False,
            need_envs=need_envs)


class TestDistSimnetBow2x2LookupTableNotContainLRSync(TestDistBase):
    def _setup_config(self):
        self._sync_mode = True
        self._enforce_place = "CPU"

    def test_simnet_bow(self):
        need_envs = {
            "IS_DISTRIBUTED": '1',
            "IS_SPARSE": '1',
            'IS_SELF_CONTAINED_LR': '0'
        }
        self.check_with_place(
            "dist_simnet_bow.py",
            delta=1e-5,
            check_error_log=False,
            need_envs=need_envs)
G
gongweibao 已提交
148
"""
149

150 151
if __name__ == "__main__":
    unittest.main()