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77 lines
2.3 KiB
77 lines
2.3 KiB
/* Copyright (c) 2017 PaddlePaddle Authors. All Rights Reserve.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License. */
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#include <gtest/gtest.h>
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#include <string>
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#include <vector>
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#include "MKLDNNTester.h"
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#include "ModelConfig.pb.h"
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using namespace paddle; // NOLINT
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DECLARE_bool(thread_local_rand_use_global_seed);
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DECLARE_bool(use_gpu);
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DECLARE_bool(use_mkldnn);
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struct testFCDesc {
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int bs;
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int ic;
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int oc;
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int ih, iw; // oh == ow == 1
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};
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void testFcLayer(const testFCDesc& pm) {
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const std::string compareTypes[] = {"mkldnn_fc", "fc"};
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TestConfig cfg;
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cfg.layerConfig.set_type(compareTypes[0]);
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cfg.layerConfig.set_size(pm.oc);
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cfg.inputDefs.push_back(
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{INPUT_DATA,
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"layer_0",
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/* size of input layer= */ size_t(pm.ic * pm.ih * pm.iw),
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/* size of weight= */ size_t(pm.oc * pm.ic * pm.ih * pm.iw)});
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cfg.layerConfig.add_inputs();
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MKLDNNTester tester;
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for (auto biasSize : {pm.oc, 0}) {
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cfg.biasSize = biasSize;
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TestConfig ref = cfg;
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ref.layerConfig.set_type(compareTypes[1]);
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for (auto bs : {pm.bs, 1}) {
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tester.run(cfg, ref, bs, pm.ih, pm.iw);
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}
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}
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}
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TEST(MKLDNNLayer, FcLayer) {
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testFcLayer({/*bs*/ 2, /*ic*/ 2, /*oc*/ 3, /*ih*/ 1, /*iw*/ 1});
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testFcLayer({/*bs*/ 3, /*ic*/ 7, /*oc*/ 19, /*ih*/ 1, /*iw*/ 1});
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testFcLayer({/*bs*/ 8, /*ic*/ 16, /*oc*/ 32, /*ih*/ 13, /*iw*/ 13});
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testFcLayer({/*bs*/ 4, /*ic*/ 12, /*oc*/ 18, /*ih*/ 13, /*iw*/ 11});
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testFcLayer({/*bs*/ 2, /*ic*/ 64, /*oc*/ 32, /*ih*/ 16, /*iw*/ 16});
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testFcLayer({/*bs*/ 15, /*ic*/ 3, /*oc*/ 6, /*ih*/ 16, /*iw*/ 16});
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}
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// TODO(TJ): add branch test
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int main(int argc, char** argv) {
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testing::InitGoogleTest(&argc, argv);
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FLAGS_use_gpu = false;
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FLAGS_use_mkldnn = true;
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initMain(argc, argv);
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FLAGS_thread_local_rand_use_global_seed = true;
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srand(1);
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return RUN_ALL_TESTS();
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}
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