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Jul 18, 2022
Merged

Enable inference multi stream ci test #44275

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test
jiweibo Jul 12, 2022
8172f26
update
jiweibo Jul 15, 2022
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124 changes: 63 additions & 61 deletions paddle/fluid/inference/tests/infer_ut/test_LeViT.cc
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Original file line number Diff line number Diff line change
Expand Up @@ -179,67 +179,69 @@ TEST(tensorrt_tester_LeViT, multi_thread4_trt_fp32_bz2) {
}

#ifdef PADDLE_WITH_GPU
// TEST(tensorrt_tester_LeViT, multi_stream_thread4_trt_fp32_bz2) {
// int thread_num = 4;

// // init stream
// std::vector<cudaStream_t> streams(thread_num);
// for (size_t i = 0; i < thread_num; ++i) {
// cudaStreamCreate(&streams[i]);
// }

// // init input data
// std::map<std::string, paddle::test::Record> my_input_data_map;
// my_input_data_map["x"] = PrepareInput(2);
// // init output data
// std::map<std::string, paddle::test::Record> infer_output_data,
// truth_output_data;
// // prepare groudtruth config
// paddle_infer::Config config, config_no_ir;
// config_no_ir.SetModel(FLAGS_modeldir + "/inference.pdmodel",
// FLAGS_modeldir + "/inference.pdiparams");
// config_no_ir.SwitchIrOptim(false);
// // prepare inference config
// config.SetModel(FLAGS_modeldir + "/inference.pdmodel",
// FLAGS_modeldir + "/inference.pdiparams");
// config.EnableUseGpu(100, 0);
// config.EnableTensorRtEngine(
// 1 << 20, 2, 50, paddle_infer::PrecisionType::kFloat32, false, false);
// // get groudtruth by disbale ir

// paddle_infer::services::PredictorPool pred_pool_no_ir(config_no_ir, 1);
// SingleThreadPrediction(pred_pool_no_ir.Retrive(0), &my_input_data_map,
// &truth_output_data, 1);

// // get infer results from multi threads
// std::vector<std::thread> threads;
// config.SetExecStream(streams[0]);
// config.pass_builder()->DeletePass("add_support_int8_pass");
// auto main_predictor = CreatePredictor(config);
// std::vector<decltype(main_predictor)> predictors;
// for (size_t i = 0; i < thread_num - 1; ++i) {
// predictors.push_back(std::move(main_predictor->Clone(streams[i + 1])));
// LOG(INFO) << "predictors[" << i << "] stream is "
// << predictors[i]->GetExecStream();
// }
// predictors.push_back(std::move(main_predictor));
// LOG(INFO) << "predictors[" << thread_num - 1 << "] stream is "
// << predictors[thread_num - 1]->GetExecStream();
// for (int i = 0; i < thread_num; ++i) {
// threads.emplace_back(paddle::test::SingleThreadPrediction,
// predictors[i].get(), &my_input_data_map,
// &infer_output_data, 10);
// }

// // thread join & check outputs
// for (int i = 0; i < thread_num; ++i) {
// LOG(INFO) << "join tid : " << i;
// threads[i].join();
// CompareRecord(&truth_output_data, &infer_output_data);
// }

// std::cout << "finish multi-thread test" << std::endl;
// }
TEST(tensorrt_tester_LeViT, multi_stream_thread4_trt_fp32_bz2) {
int thread_num = 4;

// init stream
std::vector<cudaStream_t> streams(thread_num);
for (size_t i = 0; i < thread_num; ++i) {
cudaStreamCreate(&streams[i]);
}

// init input data
std::map<std::string, paddle::test::Record> my_input_data_map;
my_input_data_map["x"] = PrepareInput(2);
// init output data
std::map<std::string, paddle::test::Record> infer_output_data,
truth_output_data;
// prepare groudtruth config
paddle_infer::Config config, config_no_ir;
config_no_ir.SetModel(FLAGS_modeldir + "/inference.pdmodel",
FLAGS_modeldir + "/inference.pdiparams");
config_no_ir.SwitchIrOptim(false);
// prepare inference config
config.SetModel(FLAGS_modeldir + "/inference.pdmodel",
FLAGS_modeldir + "/inference.pdiparams");
config.EnableUseGpu(100, 0);
config.EnableTensorRtEngine(
1 << 20, 2, 50, paddle_infer::PrecisionType::kFloat32, false, false);
// get groudtruth by disbale ir

paddle_infer::services::PredictorPool pred_pool_no_ir(config_no_ir, 1);
SingleThreadPrediction(
pred_pool_no_ir.Retrive(0), &my_input_data_map, &truth_output_data, 1);

// get infer results from multi threads
std::vector<std::thread> threads;
config.SetExecStream(streams[0]);
config.pass_builder()->DeletePass("add_support_int8_pass");
auto main_predictor = CreatePredictor(config);
std::vector<decltype(main_predictor)> predictors;
for (size_t i = 0; i < thread_num - 1; ++i) {
predictors.push_back(std::move(main_predictor->Clone(streams[i + 1])));
LOG(INFO) << "predictors[" << i << "] stream is "
<< predictors[i]->GetExecStream();
}
predictors.push_back(std::move(main_predictor));
LOG(INFO) << "predictors[" << thread_num - 1 << "] stream is "
<< predictors[thread_num - 1]->GetExecStream();
for (int i = 0; i < thread_num; ++i) {
threads.emplace_back(paddle::test::SingleThreadPrediction,
predictors[i].get(),
&my_input_data_map,
&infer_output_data,
10);
}

// thread join & check outputs
for (int i = 0; i < thread_num; ++i) {
LOG(INFO) << "join tid : " << i;
threads[i].join();
CompareRecord(&truth_output_data, &infer_output_data);
}

std::cout << "finish multi-thread test" << std::endl;
}
#endif

} // namespace paddle_infer
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2 changes: 1 addition & 1 deletion paddle/phi/kernels/funcs/concat_and_split_functor.cu
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Original file line number Diff line number Diff line change
Expand Up @@ -12,9 +12,9 @@ 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. */

#include "paddle/phi/kernels/funcs/concat_and_split_functor.h"
#include "paddle/fluid/memory/malloc.h"
#include "paddle/fluid/platform/cuda_graph_with_memory_pool.h"
#include "paddle/phi/kernels/funcs/concat_and_split_functor.h"

namespace phi {
namespace funcs {
Expand Down