InfiniTensor/include/nnet/ref.h

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2022-08-08 16:02:07 +08:00
#pragma once
#include "common.h"
Fix NNet tests after migration (#27) * Fix: interpreter ``` 4 - readlog (Failed) 8 - test_TConv2gemm (Failed) 11 - test_conv2conv (Failed) 12 - test_conv2gemm (Failed) 15 - test_g2bmm (Failed) 16 - test_guidedDLT (Subprocess aborted) 22 - test_mergeStage (Subprocess aborted) ``` * Exclude readlog from ctest * Fix: change the path of logs ``` 85% tests passed, 4 tests failed out of 27 Total Test time (real) = 100.69 sec The following tests FAILED: 10 - test_conv2conv (Timeout) 11 - test_conv2gemm (Timeout) 15 - test_guidedDLT (Subprocess aborted) 21 - test_mergeStage (Subprocess aborted) Errors while running CTest ``` - test_conv2conv 38529 ms total - test_conv2gemm 37098 ms total * Fix: test_mergeStage * Fix: test_guidedDLT ``` Start 1: test_graph 1/27 Test #1: test_graph ....................... Passed 0.05 sec Start 2: test_hash 2/27 Test #2: test_hash ........................ Passed 0.02 sec Start 3: test_conv 3/27 Test #3: test_conv ........................ Passed 4.98 sec Start 4: test_Interpreter 4/27 Test #4: test_Interpreter ................. Passed 6.30 sec Start 5: test_OpSearch 5/27 Test #5: test_OpSearch .................... Passed 0.02 sec Start 6: test_Rule2VariableMerging 6/27 Test #6: test_Rule2VariableMerging ........ Passed 0.03 sec Start 7: test_TConv2gemm 7/27 Test #7: test_TConv2gemm .................. Passed 29.45 sec Start 8: test_as_tvm 8/27 Test #8: test_as_tvm ...................... Passed 0.02 sec Start 9: test_compareFormulas 9/27 Test #9: test_compareFormulas ............. Passed 0.02 sec Start 10: test_conv2conv 10/27 Test #10: test_conv2conv ................... Passed 36.55 sec Start 11: test_conv2gemm 11/27 Test #11: test_conv2gemm ................... Passed 39.70 sec Start 12: test_dlt 12/27 Test #12: test_dlt ......................... Passed 0.03 sec Start 13: test_exprHash 13/27 Test #13: test_exprHash .................... Passed 0.02 sec Start 14: test_g2bmm 14/27 Test #14: test_g2bmm ....................... Passed 0.16 sec Start 15: test_guidedDLT 15/27 Test #15: test_guidedDLT ................... Passed 0.07 sec Start 16: test_matchConv 16/27 Test #16: test_matchConv ................... Passed 0.02 sec Start 17: test_matchElementWise 17/27 Test #17: test_matchElementWise ............ Passed 0.03 sec Start 18: test_matchMatmul 18/27 Test #18: test_matchMatmul ................. Passed 0.02 sec Start 19: test_matchReshape 19/27 Test #19: test_matchReshape ................ Passed 0.02 sec Start 20: test_memboundOp 20/27 Test #20: test_memboundOp .................. Passed 0.02 sec Start 21: test_mergeStage 21/27 Test #21: test_mergeStage .................. Passed 0.02 sec Start 22: test_oobChecker 22/27 Test #22: test_oobChecker .................. Passed 0.02 sec Start 23: test_rangeMagnify 23/27 Test #23: test_rangeMagnify ................ Passed 0.02 sec Start 24: test_relaxation 24/27 Test #24: test_relaxation .................. Passed 0.02 sec Start 25: test_serializer 25/27 Test #25: test_serializer .................. Passed 0.03 sec Start 26: test_simplify 26/27 Test #26: test_simplify .................... Passed 0.02 sec Start 27: test_subset 27/27 Test #27: test_subset ...................... Passed 0.01 sec 100% tests passed, 0 tests failed out of 27 Total Test time (real) = 117.72 sec ``` * Fix: format * Replace nnet:Ref with infini::Ref ``` Start 1: test_graph 1/27 Test 1: test_graph ....................... Passed 0.02 sec Start 2: test_hash 2/27 Test 2: test_hash ........................ Passed 0.02 sec Start 3: test_conv 3/27 Test 3: test_conv ........................ Passed 4.45 sec Start 4: test_Interpreter 4/27 Test 4: test_Interpreter ................. Passed 4.37 sec Start 5: test_OpSearch 5/27 Test 5: test_OpSearch .................... Passed 0.02 sec Start 6: test_Rule2VariableMerging 6/27 Test 6: test_Rule2VariableMerging ........ Passed 0.02 sec Start 7: test_TConv2gemm 7/27 Test 7: test_TConv2gemm .................. Passed 23.40 sec Start 8: test_as_tvm 8/27 Test 8: test_as_tvm ...................... Passed 0.02 sec Start 9: test_compareFormulas 9/27 Test 9: test_compareFormulas ............. Passed 0.01 sec Start 10: test_conv2conv 10/27 Test 10: test_conv2conv ................... Passed 32.28 sec Start 11: test_conv2gemm 11/27 Test 11: test_conv2gemm ................... Passed 29.41 sec Start 12: test_dlt 12/27 Test 12: test_dlt ......................... Passed 0.02 sec Start 13: test_exprHash 13/27 Test 13: test_exprHash .................... Passed 0.01 sec Start 14: test_g2bmm 14/27 Test 14: test_g2bmm ....................... Passed 0.14 sec Start 15: test_guidedDLT 15/27 Test 15: test_guidedDLT ................... Passed 0.06 sec Start 16: test_matchConv 16/27 Test 16: test_matchConv ................... Passed 0.02 sec Start 17: test_matchElementWise 17/27 Test 17: test_matchElementWise ............ Passed 0.02 sec Start 18: test_matchMatmul 18/27 Test 18: test_matchMatmul ................. Passed 0.02 sec Start 19: test_matchReshape 19/27 Test 19: test_matchReshape ................ Passed 0.01 sec Start 20: test_memboundOp 20/27 Test 20: test_memboundOp .................. Passed 0.02 sec Start 21: test_mergeStage 21/27 Test 21: test_mergeStage .................. Passed 0.01 sec Start 22: test_oobChecker 22/27 Test 22: test_oobChecker .................. Passed 0.01 sec Start 23: test_rangeMagnify 23/27 Test 23: test_rangeMagnify ................ Passed 0.01 sec Start 24: test_relaxation 24/27 Test 24: test_relaxation .................. Passed 0.01 sec Start 25: test_serializer 25/27 Test 25: test_serializer .................. Passed 0.02 sec Start 26: test_simplify 26/27 Test 26: test_simplify .................... Passed 0.01 sec Start 27: test_subset 27/27 Test 27: test_subset ...................... Passed 0.00 sec 100% tests passed, 0 tests failed out of 27 Total Test time (real) = 94.47 sec ``` * Relax time limit for CPU conv ``` Start 1: test_graph 1/29 Test 1: test_graph ....................... Passed 0.02 sec Start 2: test_hash 2/29 Test 2: test_hash ........................ Passed 0.02 sec Start 3: test_conv 3/29 Test 3: test_conv ........................ Passed 4.47 sec Start 4: test_matmul 4/29 Test 4: test_matmul ...................... Passed 2.61 sec Start 5: test_pooling 5/29 Test 5: test_pooling ..................... Passed 2.57 sec Start 6: test_Interpreter 6/29 Test 6: test_Interpreter ................. Passed 4.35 sec Start 7: test_OpSearch 7/29 Test 7: test_OpSearch .................... Passed 0.02 sec Start 8: test_Rule2VariableMerging 8/29 Test 8: test_Rule2VariableMerging ........ Passed 0.02 sec Start 9: test_TConv2gemm 9/29 Test 9: test_TConv2gemm .................. Passed 23.32 sec Start 10: test_as_tvm 10/29 Test 10: test_as_tvm ...................... Passed 0.02 sec Start 11: test_compareFormulas 11/29 Test 11: test_compareFormulas ............. Passed 0.02 sec Start 12: test_conv2conv 12/29 Test 12: test_conv2conv ................... Passed 32.12 sec Start 13: test_conv2gemm 13/29 Test 13: test_conv2gemm ................... Passed 30.59 sec Start 14: test_dlt 14/29 Test 14: test_dlt ......................... Passed 0.02 sec Start 15: test_exprHash 15/29 Test 15: test_exprHash .................... Passed 0.01 sec Start 16: test_g2bmm 16/29 Test 16: test_g2bmm ....................... Passed 0.14 sec Start 17: test_guidedDLT 17/29 Test 17: test_guidedDLT ................... Passed 0.07 sec Start 18: test_matchConv 18/29 Test 18: test_matchConv ................... Passed 0.02 sec Start 19: test_matchElementWise 19/29 Test 19: test_matchElementWise ............ Passed 0.02 sec Start 20: test_matchMatmul 20/29 Test 20: test_matchMatmul ................. Passed 0.02 sec Start 21: test_matchReshape 21/29 Test 21: test_matchReshape ................ Passed 0.02 sec Start 22: test_memboundOp 22/29 Test 22: test_memboundOp .................. Passed 0.02 sec Start 23: test_mergeStage 23/29 Test 23: test_mergeStage .................. Passed 0.01 sec Start 24: test_oobChecker 24/29 Test 24: test_oobChecker .................. Passed 0.02 sec Start 25: test_rangeMagnify 25/29 Test 25: test_rangeMagnify ................ Passed 0.02 sec Start 26: test_relaxation 26/29 Test 26: test_relaxation .................. Passed 0.02 sec Start 27: test_serializer 27/29 Test 27: test_serializer .................. Passed 0.03 sec Start 28: test_simplify 28/29 Test 28: test_simplify .................... Passed 0.02 sec Start 29: test_subset 29/29 Test 29: test_subset ...................... Passed 0.00 sec 100% tests passed, 0 tests failed out of 29 Total Test time (real) = 100.65 sec ``` * Remove out-of-date tests Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
2022-09-13 15:17:22 +08:00
#include "core/ref.h"
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#include <functional> // hash
#include <memory>
#include <type_traits>
namespace nnet {
Fix NNet tests after migration (#27) * Fix: interpreter ``` 4 - readlog (Failed) 8 - test_TConv2gemm (Failed) 11 - test_conv2conv (Failed) 12 - test_conv2gemm (Failed) 15 - test_g2bmm (Failed) 16 - test_guidedDLT (Subprocess aborted) 22 - test_mergeStage (Subprocess aborted) ``` * Exclude readlog from ctest * Fix: change the path of logs ``` 85% tests passed, 4 tests failed out of 27 Total Test time (real) = 100.69 sec The following tests FAILED: 10 - test_conv2conv (Timeout) 11 - test_conv2gemm (Timeout) 15 - test_guidedDLT (Subprocess aborted) 21 - test_mergeStage (Subprocess aborted) Errors while running CTest ``` - test_conv2conv 38529 ms total - test_conv2gemm 37098 ms total * Fix: test_mergeStage * Fix: test_guidedDLT ``` Start 1: test_graph 1/27 Test #1: test_graph ....................... Passed 0.05 sec Start 2: test_hash 2/27 Test #2: test_hash ........................ Passed 0.02 sec Start 3: test_conv 3/27 Test #3: test_conv ........................ Passed 4.98 sec Start 4: test_Interpreter 4/27 Test #4: test_Interpreter ................. Passed 6.30 sec Start 5: test_OpSearch 5/27 Test #5: test_OpSearch .................... Passed 0.02 sec Start 6: test_Rule2VariableMerging 6/27 Test #6: test_Rule2VariableMerging ........ Passed 0.03 sec Start 7: test_TConv2gemm 7/27 Test #7: test_TConv2gemm .................. Passed 29.45 sec Start 8: test_as_tvm 8/27 Test #8: test_as_tvm ...................... Passed 0.02 sec Start 9: test_compareFormulas 9/27 Test #9: test_compareFormulas ............. Passed 0.02 sec Start 10: test_conv2conv 10/27 Test #10: test_conv2conv ................... Passed 36.55 sec Start 11: test_conv2gemm 11/27 Test #11: test_conv2gemm ................... Passed 39.70 sec Start 12: test_dlt 12/27 Test #12: test_dlt ......................... Passed 0.03 sec Start 13: test_exprHash 13/27 Test #13: test_exprHash .................... Passed 0.02 sec Start 14: test_g2bmm 14/27 Test #14: test_g2bmm ....................... Passed 0.16 sec Start 15: test_guidedDLT 15/27 Test #15: test_guidedDLT ................... Passed 0.07 sec Start 16: test_matchConv 16/27 Test #16: test_matchConv ................... Passed 0.02 sec Start 17: test_matchElementWise 17/27 Test #17: test_matchElementWise ............ Passed 0.03 sec Start 18: test_matchMatmul 18/27 Test #18: test_matchMatmul ................. Passed 0.02 sec Start 19: test_matchReshape 19/27 Test #19: test_matchReshape ................ Passed 0.02 sec Start 20: test_memboundOp 20/27 Test #20: test_memboundOp .................. Passed 0.02 sec Start 21: test_mergeStage 21/27 Test #21: test_mergeStage .................. Passed 0.02 sec Start 22: test_oobChecker 22/27 Test #22: test_oobChecker .................. Passed 0.02 sec Start 23: test_rangeMagnify 23/27 Test #23: test_rangeMagnify ................ Passed 0.02 sec Start 24: test_relaxation 24/27 Test #24: test_relaxation .................. Passed 0.02 sec Start 25: test_serializer 25/27 Test #25: test_serializer .................. Passed 0.03 sec Start 26: test_simplify 26/27 Test #26: test_simplify .................... Passed 0.02 sec Start 27: test_subset 27/27 Test #27: test_subset ...................... Passed 0.01 sec 100% tests passed, 0 tests failed out of 27 Total Test time (real) = 117.72 sec ``` * Fix: format * Replace nnet:Ref with infini::Ref ``` Start 1: test_graph 1/27 Test 1: test_graph ....................... Passed 0.02 sec Start 2: test_hash 2/27 Test 2: test_hash ........................ Passed 0.02 sec Start 3: test_conv 3/27 Test 3: test_conv ........................ Passed 4.45 sec Start 4: test_Interpreter 4/27 Test 4: test_Interpreter ................. Passed 4.37 sec Start 5: test_OpSearch 5/27 Test 5: test_OpSearch .................... Passed 0.02 sec Start 6: test_Rule2VariableMerging 6/27 Test 6: test_Rule2VariableMerging ........ Passed 0.02 sec Start 7: test_TConv2gemm 7/27 Test 7: test_TConv2gemm .................. Passed 23.40 sec Start 8: test_as_tvm 8/27 Test 8: test_as_tvm ...................... Passed 0.02 sec Start 9: test_compareFormulas 9/27 Test 9: test_compareFormulas ............. Passed 0.01 sec Start 10: test_conv2conv 10/27 Test 10: test_conv2conv ................... Passed 32.28 sec Start 11: test_conv2gemm 11/27 Test 11: test_conv2gemm ................... Passed 29.41 sec Start 12: test_dlt 12/27 Test 12: test_dlt ......................... Passed 0.02 sec Start 13: test_exprHash 13/27 Test 13: test_exprHash .................... Passed 0.01 sec Start 14: test_g2bmm 14/27 Test 14: test_g2bmm ....................... Passed 0.14 sec Start 15: test_guidedDLT 15/27 Test 15: test_guidedDLT ................... Passed 0.06 sec Start 16: test_matchConv 16/27 Test 16: test_matchConv ................... Passed 0.02 sec Start 17: test_matchElementWise 17/27 Test 17: test_matchElementWise ............ Passed 0.02 sec Start 18: test_matchMatmul 18/27 Test 18: test_matchMatmul ................. Passed 0.02 sec Start 19: test_matchReshape 19/27 Test 19: test_matchReshape ................ Passed 0.01 sec Start 20: test_memboundOp 20/27 Test 20: test_memboundOp .................. Passed 0.02 sec Start 21: test_mergeStage 21/27 Test 21: test_mergeStage .................. Passed 0.01 sec Start 22: test_oobChecker 22/27 Test 22: test_oobChecker .................. Passed 0.01 sec Start 23: test_rangeMagnify 23/27 Test 23: test_rangeMagnify ................ Passed 0.01 sec Start 24: test_relaxation 24/27 Test 24: test_relaxation .................. Passed 0.01 sec Start 25: test_serializer 25/27 Test 25: test_serializer .................. Passed 0.02 sec Start 26: test_simplify 26/27 Test 26: test_simplify .................... Passed 0.01 sec Start 27: test_subset 27/27 Test 27: test_subset ...................... Passed 0.00 sec 100% tests passed, 0 tests failed out of 27 Total Test time (real) = 94.47 sec ``` * Relax time limit for CPU conv ``` Start 1: test_graph 1/29 Test 1: test_graph ....................... Passed 0.02 sec Start 2: test_hash 2/29 Test 2: test_hash ........................ Passed 0.02 sec Start 3: test_conv 3/29 Test 3: test_conv ........................ Passed 4.47 sec Start 4: test_matmul 4/29 Test 4: test_matmul ...................... Passed 2.61 sec Start 5: test_pooling 5/29 Test 5: test_pooling ..................... Passed 2.57 sec Start 6: test_Interpreter 6/29 Test 6: test_Interpreter ................. Passed 4.35 sec Start 7: test_OpSearch 7/29 Test 7: test_OpSearch .................... Passed 0.02 sec Start 8: test_Rule2VariableMerging 8/29 Test 8: test_Rule2VariableMerging ........ Passed 0.02 sec Start 9: test_TConv2gemm 9/29 Test 9: test_TConv2gemm .................. Passed 23.32 sec Start 10: test_as_tvm 10/29 Test 10: test_as_tvm ...................... Passed 0.02 sec Start 11: test_compareFormulas 11/29 Test 11: test_compareFormulas ............. Passed 0.02 sec Start 12: test_conv2conv 12/29 Test 12: test_conv2conv ................... Passed 32.12 sec Start 13: test_conv2gemm 13/29 Test 13: test_conv2gemm ................... Passed 30.59 sec Start 14: test_dlt 14/29 Test 14: test_dlt ......................... Passed 0.02 sec Start 15: test_exprHash 15/29 Test 15: test_exprHash .................... Passed 0.01 sec Start 16: test_g2bmm 16/29 Test 16: test_g2bmm ....................... Passed 0.14 sec Start 17: test_guidedDLT 17/29 Test 17: test_guidedDLT ................... Passed 0.07 sec Start 18: test_matchConv 18/29 Test 18: test_matchConv ................... Passed 0.02 sec Start 19: test_matchElementWise 19/29 Test 19: test_matchElementWise ............ Passed 0.02 sec Start 20: test_matchMatmul 20/29 Test 20: test_matchMatmul ................. Passed 0.02 sec Start 21: test_matchReshape 21/29 Test 21: test_matchReshape ................ Passed 0.02 sec Start 22: test_memboundOp 22/29 Test 22: test_memboundOp .................. Passed 0.02 sec Start 23: test_mergeStage 23/29 Test 23: test_mergeStage .................. Passed 0.01 sec Start 24: test_oobChecker 24/29 Test 24: test_oobChecker .................. Passed 0.02 sec Start 25: test_rangeMagnify 25/29 Test 25: test_rangeMagnify ................ Passed 0.02 sec Start 26: test_relaxation 26/29 Test 26: test_relaxation .................. Passed 0.02 sec Start 27: test_serializer 27/29 Test 27: test_serializer .................. Passed 0.03 sec Start 28: test_simplify 28/29 Test 28: test_simplify .................... Passed 0.02 sec Start 29: test_subset 29/29 Test 29: test_subset ...................... Passed 0.00 sec 100% tests passed, 0 tests failed out of 29 Total Test time (real) = 100.65 sec ``` * Remove out-of-date tests Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
2022-09-13 15:17:22 +08:00
template <typename T> using Ref = infini::Ref<T>;
2022-08-08 16:02:07 +08:00
Fix NNet tests after migration (#27) * Fix: interpreter ``` 4 - readlog (Failed) 8 - test_TConv2gemm (Failed) 11 - test_conv2conv (Failed) 12 - test_conv2gemm (Failed) 15 - test_g2bmm (Failed) 16 - test_guidedDLT (Subprocess aborted) 22 - test_mergeStage (Subprocess aborted) ``` * Exclude readlog from ctest * Fix: change the path of logs ``` 85% tests passed, 4 tests failed out of 27 Total Test time (real) = 100.69 sec The following tests FAILED: 10 - test_conv2conv (Timeout) 11 - test_conv2gemm (Timeout) 15 - test_guidedDLT (Subprocess aborted) 21 - test_mergeStage (Subprocess aborted) Errors while running CTest ``` - test_conv2conv 38529 ms total - test_conv2gemm 37098 ms total * Fix: test_mergeStage * Fix: test_guidedDLT ``` Start 1: test_graph 1/27 Test #1: test_graph ....................... Passed 0.05 sec Start 2: test_hash 2/27 Test #2: test_hash ........................ Passed 0.02 sec Start 3: test_conv 3/27 Test #3: test_conv ........................ Passed 4.98 sec Start 4: test_Interpreter 4/27 Test #4: test_Interpreter ................. Passed 6.30 sec Start 5: test_OpSearch 5/27 Test #5: test_OpSearch .................... Passed 0.02 sec Start 6: test_Rule2VariableMerging 6/27 Test #6: test_Rule2VariableMerging ........ Passed 0.03 sec Start 7: test_TConv2gemm 7/27 Test #7: test_TConv2gemm .................. Passed 29.45 sec Start 8: test_as_tvm 8/27 Test #8: test_as_tvm ...................... Passed 0.02 sec Start 9: test_compareFormulas 9/27 Test #9: test_compareFormulas ............. Passed 0.02 sec Start 10: test_conv2conv 10/27 Test #10: test_conv2conv ................... Passed 36.55 sec Start 11: test_conv2gemm 11/27 Test #11: test_conv2gemm ................... Passed 39.70 sec Start 12: test_dlt 12/27 Test #12: test_dlt ......................... Passed 0.03 sec Start 13: test_exprHash 13/27 Test #13: test_exprHash .................... Passed 0.02 sec Start 14: test_g2bmm 14/27 Test #14: test_g2bmm ....................... Passed 0.16 sec Start 15: test_guidedDLT 15/27 Test #15: test_guidedDLT ................... Passed 0.07 sec Start 16: test_matchConv 16/27 Test #16: test_matchConv ................... Passed 0.02 sec Start 17: test_matchElementWise 17/27 Test #17: test_matchElementWise ............ Passed 0.03 sec Start 18: test_matchMatmul 18/27 Test #18: test_matchMatmul ................. Passed 0.02 sec Start 19: test_matchReshape 19/27 Test #19: test_matchReshape ................ Passed 0.02 sec Start 20: test_memboundOp 20/27 Test #20: test_memboundOp .................. Passed 0.02 sec Start 21: test_mergeStage 21/27 Test #21: test_mergeStage .................. Passed 0.02 sec Start 22: test_oobChecker 22/27 Test #22: test_oobChecker .................. Passed 0.02 sec Start 23: test_rangeMagnify 23/27 Test #23: test_rangeMagnify ................ Passed 0.02 sec Start 24: test_relaxation 24/27 Test #24: test_relaxation .................. Passed 0.02 sec Start 25: test_serializer 25/27 Test #25: test_serializer .................. Passed 0.03 sec Start 26: test_simplify 26/27 Test #26: test_simplify .................... Passed 0.02 sec Start 27: test_subset 27/27 Test #27: test_subset ...................... Passed 0.01 sec 100% tests passed, 0 tests failed out of 27 Total Test time (real) = 117.72 sec ``` * Fix: format * Replace nnet:Ref with infini::Ref ``` Start 1: test_graph 1/27 Test 1: test_graph ....................... Passed 0.02 sec Start 2: test_hash 2/27 Test 2: test_hash ........................ Passed 0.02 sec Start 3: test_conv 3/27 Test 3: test_conv ........................ Passed 4.45 sec Start 4: test_Interpreter 4/27 Test 4: test_Interpreter ................. Passed 4.37 sec Start 5: test_OpSearch 5/27 Test 5: test_OpSearch .................... Passed 0.02 sec Start 6: test_Rule2VariableMerging 6/27 Test 6: test_Rule2VariableMerging ........ Passed 0.02 sec Start 7: test_TConv2gemm 7/27 Test 7: test_TConv2gemm .................. Passed 23.40 sec Start 8: test_as_tvm 8/27 Test 8: test_as_tvm ...................... Passed 0.02 sec Start 9: test_compareFormulas 9/27 Test 9: test_compareFormulas ............. Passed 0.01 sec Start 10: test_conv2conv 10/27 Test 10: test_conv2conv ................... Passed 32.28 sec Start 11: test_conv2gemm 11/27 Test 11: test_conv2gemm ................... Passed 29.41 sec Start 12: test_dlt 12/27 Test 12: test_dlt ......................... Passed 0.02 sec Start 13: test_exprHash 13/27 Test 13: test_exprHash .................... Passed 0.01 sec Start 14: test_g2bmm 14/27 Test 14: test_g2bmm ....................... Passed 0.14 sec Start 15: test_guidedDLT 15/27 Test 15: test_guidedDLT ................... Passed 0.06 sec Start 16: test_matchConv 16/27 Test 16: test_matchConv ................... Passed 0.02 sec Start 17: test_matchElementWise 17/27 Test 17: test_matchElementWise ............ Passed 0.02 sec Start 18: test_matchMatmul 18/27 Test 18: test_matchMatmul ................. Passed 0.02 sec Start 19: test_matchReshape 19/27 Test 19: test_matchReshape ................ Passed 0.01 sec Start 20: test_memboundOp 20/27 Test 20: test_memboundOp .................. Passed 0.02 sec Start 21: test_mergeStage 21/27 Test 21: test_mergeStage .................. Passed 0.01 sec Start 22: test_oobChecker 22/27 Test 22: test_oobChecker .................. Passed 0.01 sec Start 23: test_rangeMagnify 23/27 Test 23: test_rangeMagnify ................ Passed 0.01 sec Start 24: test_relaxation 24/27 Test 24: test_relaxation .................. Passed 0.01 sec Start 25: test_serializer 25/27 Test 25: test_serializer .................. Passed 0.02 sec Start 26: test_simplify 26/27 Test 26: test_simplify .................... Passed 0.01 sec Start 27: test_subset 27/27 Test 27: test_subset ...................... Passed 0.00 sec 100% tests passed, 0 tests failed out of 27 Total Test time (real) = 94.47 sec ``` * Relax time limit for CPU conv ``` Start 1: test_graph 1/29 Test 1: test_graph ....................... Passed 0.02 sec Start 2: test_hash 2/29 Test 2: test_hash ........................ Passed 0.02 sec Start 3: test_conv 3/29 Test 3: test_conv ........................ Passed 4.47 sec Start 4: test_matmul 4/29 Test 4: test_matmul ...................... Passed 2.61 sec Start 5: test_pooling 5/29 Test 5: test_pooling ..................... Passed 2.57 sec Start 6: test_Interpreter 6/29 Test 6: test_Interpreter ................. Passed 4.35 sec Start 7: test_OpSearch 7/29 Test 7: test_OpSearch .................... Passed 0.02 sec Start 8: test_Rule2VariableMerging 8/29 Test 8: test_Rule2VariableMerging ........ Passed 0.02 sec Start 9: test_TConv2gemm 9/29 Test 9: test_TConv2gemm .................. Passed 23.32 sec Start 10: test_as_tvm 10/29 Test 10: test_as_tvm ...................... Passed 0.02 sec Start 11: test_compareFormulas 11/29 Test 11: test_compareFormulas ............. Passed 0.02 sec Start 12: test_conv2conv 12/29 Test 12: test_conv2conv ................... Passed 32.12 sec Start 13: test_conv2gemm 13/29 Test 13: test_conv2gemm ................... Passed 30.59 sec Start 14: test_dlt 14/29 Test 14: test_dlt ......................... Passed 0.02 sec Start 15: test_exprHash 15/29 Test 15: test_exprHash .................... Passed 0.01 sec Start 16: test_g2bmm 16/29 Test 16: test_g2bmm ....................... Passed 0.14 sec Start 17: test_guidedDLT 17/29 Test 17: test_guidedDLT ................... Passed 0.07 sec Start 18: test_matchConv 18/29 Test 18: test_matchConv ................... Passed 0.02 sec Start 19: test_matchElementWise 19/29 Test 19: test_matchElementWise ............ Passed 0.02 sec Start 20: test_matchMatmul 20/29 Test 20: test_matchMatmul ................. Passed 0.02 sec Start 21: test_matchReshape 21/29 Test 21: test_matchReshape ................ Passed 0.02 sec Start 22: test_memboundOp 22/29 Test 22: test_memboundOp .................. Passed 0.02 sec Start 23: test_mergeStage 23/29 Test 23: test_mergeStage .................. Passed 0.01 sec Start 24: test_oobChecker 24/29 Test 24: test_oobChecker .................. Passed 0.02 sec Start 25: test_rangeMagnify 25/29 Test 25: test_rangeMagnify ................ Passed 0.02 sec Start 26: test_relaxation 26/29 Test 26: test_relaxation .................. Passed 0.02 sec Start 27: test_serializer 27/29 Test 27: test_serializer .................. Passed 0.03 sec Start 28: test_simplify 28/29 Test 28: test_simplify .................... Passed 0.02 sec Start 29: test_subset 29/29 Test 29: test_subset ...................... Passed 0.00 sec 100% tests passed, 0 tests failed out of 29 Total Test time (real) = 100.65 sec ``` * Remove out-of-date tests Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
2022-09-13 15:17:22 +08:00
template <typename T, typename... Params> Ref<T> make_ref(Params &&...params) {
return infini::make_ref<T>(std::forward<Params>(params)...);
}
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template <class T, class U,
typename std::enable_if_t<std::is_base_of_v<U, T>> * = nullptr>
Ref<T> as(const Ref<U> &ref) {
Fix NNet tests after migration (#27) * Fix: interpreter ``` 4 - readlog (Failed) 8 - test_TConv2gemm (Failed) 11 - test_conv2conv (Failed) 12 - test_conv2gemm (Failed) 15 - test_g2bmm (Failed) 16 - test_guidedDLT (Subprocess aborted) 22 - test_mergeStage (Subprocess aborted) ``` * Exclude readlog from ctest * Fix: change the path of logs ``` 85% tests passed, 4 tests failed out of 27 Total Test time (real) = 100.69 sec The following tests FAILED: 10 - test_conv2conv (Timeout) 11 - test_conv2gemm (Timeout) 15 - test_guidedDLT (Subprocess aborted) 21 - test_mergeStage (Subprocess aborted) Errors while running CTest ``` - test_conv2conv 38529 ms total - test_conv2gemm 37098 ms total * Fix: test_mergeStage * Fix: test_guidedDLT ``` Start 1: test_graph 1/27 Test #1: test_graph ....................... Passed 0.05 sec Start 2: test_hash 2/27 Test #2: test_hash ........................ Passed 0.02 sec Start 3: test_conv 3/27 Test #3: test_conv ........................ Passed 4.98 sec Start 4: test_Interpreter 4/27 Test #4: test_Interpreter ................. Passed 6.30 sec Start 5: test_OpSearch 5/27 Test #5: test_OpSearch .................... Passed 0.02 sec Start 6: test_Rule2VariableMerging 6/27 Test #6: test_Rule2VariableMerging ........ Passed 0.03 sec Start 7: test_TConv2gemm 7/27 Test #7: test_TConv2gemm .................. Passed 29.45 sec Start 8: test_as_tvm 8/27 Test #8: test_as_tvm ...................... Passed 0.02 sec Start 9: test_compareFormulas 9/27 Test #9: test_compareFormulas ............. Passed 0.02 sec Start 10: test_conv2conv 10/27 Test #10: test_conv2conv ................... Passed 36.55 sec Start 11: test_conv2gemm 11/27 Test #11: test_conv2gemm ................... Passed 39.70 sec Start 12: test_dlt 12/27 Test #12: test_dlt ......................... Passed 0.03 sec Start 13: test_exprHash 13/27 Test #13: test_exprHash .................... Passed 0.02 sec Start 14: test_g2bmm 14/27 Test #14: test_g2bmm ....................... Passed 0.16 sec Start 15: test_guidedDLT 15/27 Test #15: test_guidedDLT ................... Passed 0.07 sec Start 16: test_matchConv 16/27 Test #16: test_matchConv ................... Passed 0.02 sec Start 17: test_matchElementWise 17/27 Test #17: test_matchElementWise ............ Passed 0.03 sec Start 18: test_matchMatmul 18/27 Test #18: test_matchMatmul ................. Passed 0.02 sec Start 19: test_matchReshape 19/27 Test #19: test_matchReshape ................ Passed 0.02 sec Start 20: test_memboundOp 20/27 Test #20: test_memboundOp .................. Passed 0.02 sec Start 21: test_mergeStage 21/27 Test #21: test_mergeStage .................. Passed 0.02 sec Start 22: test_oobChecker 22/27 Test #22: test_oobChecker .................. Passed 0.02 sec Start 23: test_rangeMagnify 23/27 Test #23: test_rangeMagnify ................ Passed 0.02 sec Start 24: test_relaxation 24/27 Test #24: test_relaxation .................. Passed 0.02 sec Start 25: test_serializer 25/27 Test #25: test_serializer .................. Passed 0.03 sec Start 26: test_simplify 26/27 Test #26: test_simplify .................... Passed 0.02 sec Start 27: test_subset 27/27 Test #27: test_subset ...................... Passed 0.01 sec 100% tests passed, 0 tests failed out of 27 Total Test time (real) = 117.72 sec ``` * Fix: format * Replace nnet:Ref with infini::Ref ``` Start 1: test_graph 1/27 Test 1: test_graph ....................... Passed 0.02 sec Start 2: test_hash 2/27 Test 2: test_hash ........................ Passed 0.02 sec Start 3: test_conv 3/27 Test 3: test_conv ........................ Passed 4.45 sec Start 4: test_Interpreter 4/27 Test 4: test_Interpreter ................. Passed 4.37 sec Start 5: test_OpSearch 5/27 Test 5: test_OpSearch .................... Passed 0.02 sec Start 6: test_Rule2VariableMerging 6/27 Test 6: test_Rule2VariableMerging ........ Passed 0.02 sec Start 7: test_TConv2gemm 7/27 Test 7: test_TConv2gemm .................. Passed 23.40 sec Start 8: test_as_tvm 8/27 Test 8: test_as_tvm ...................... Passed 0.02 sec Start 9: test_compareFormulas 9/27 Test 9: test_compareFormulas ............. Passed 0.01 sec Start 10: test_conv2conv 10/27 Test 10: test_conv2conv ................... Passed 32.28 sec Start 11: test_conv2gemm 11/27 Test 11: test_conv2gemm ................... Passed 29.41 sec Start 12: test_dlt 12/27 Test 12: test_dlt ......................... Passed 0.02 sec Start 13: test_exprHash 13/27 Test 13: test_exprHash .................... Passed 0.01 sec Start 14: test_g2bmm 14/27 Test 14: test_g2bmm ....................... Passed 0.14 sec Start 15: test_guidedDLT 15/27 Test 15: test_guidedDLT ................... Passed 0.06 sec Start 16: test_matchConv 16/27 Test 16: test_matchConv ................... Passed 0.02 sec Start 17: test_matchElementWise 17/27 Test 17: test_matchElementWise ............ Passed 0.02 sec Start 18: test_matchMatmul 18/27 Test 18: test_matchMatmul ................. Passed 0.02 sec Start 19: test_matchReshape 19/27 Test 19: test_matchReshape ................ Passed 0.01 sec Start 20: test_memboundOp 20/27 Test 20: test_memboundOp .................. Passed 0.02 sec Start 21: test_mergeStage 21/27 Test 21: test_mergeStage .................. Passed 0.01 sec Start 22: test_oobChecker 22/27 Test 22: test_oobChecker .................. Passed 0.01 sec Start 23: test_rangeMagnify 23/27 Test 23: test_rangeMagnify ................ Passed 0.01 sec Start 24: test_relaxation 24/27 Test 24: test_relaxation .................. Passed 0.01 sec Start 25: test_serializer 25/27 Test 25: test_serializer .................. Passed 0.02 sec Start 26: test_simplify 26/27 Test 26: test_simplify .................... Passed 0.01 sec Start 27: test_subset 27/27 Test 27: test_subset ...................... Passed 0.00 sec 100% tests passed, 0 tests failed out of 27 Total Test time (real) = 94.47 sec ``` * Relax time limit for CPU conv ``` Start 1: test_graph 1/29 Test 1: test_graph ....................... Passed 0.02 sec Start 2: test_hash 2/29 Test 2: test_hash ........................ Passed 0.02 sec Start 3: test_conv 3/29 Test 3: test_conv ........................ Passed 4.47 sec Start 4: test_matmul 4/29 Test 4: test_matmul ...................... Passed 2.61 sec Start 5: test_pooling 5/29 Test 5: test_pooling ..................... Passed 2.57 sec Start 6: test_Interpreter 6/29 Test 6: test_Interpreter ................. Passed 4.35 sec Start 7: test_OpSearch 7/29 Test 7: test_OpSearch .................... Passed 0.02 sec Start 8: test_Rule2VariableMerging 8/29 Test 8: test_Rule2VariableMerging ........ Passed 0.02 sec Start 9: test_TConv2gemm 9/29 Test 9: test_TConv2gemm .................. Passed 23.32 sec Start 10: test_as_tvm 10/29 Test 10: test_as_tvm ...................... Passed 0.02 sec Start 11: test_compareFormulas 11/29 Test 11: test_compareFormulas ............. Passed 0.02 sec Start 12: test_conv2conv 12/29 Test 12: test_conv2conv ................... Passed 32.12 sec Start 13: test_conv2gemm 13/29 Test 13: test_conv2gemm ................... Passed 30.59 sec Start 14: test_dlt 14/29 Test 14: test_dlt ......................... Passed 0.02 sec Start 15: test_exprHash 15/29 Test 15: test_exprHash .................... Passed 0.01 sec Start 16: test_g2bmm 16/29 Test 16: test_g2bmm ....................... Passed 0.14 sec Start 17: test_guidedDLT 17/29 Test 17: test_guidedDLT ................... Passed 0.07 sec Start 18: test_matchConv 18/29 Test 18: test_matchConv ................... Passed 0.02 sec Start 19: test_matchElementWise 19/29 Test 19: test_matchElementWise ............ Passed 0.02 sec Start 20: test_matchMatmul 20/29 Test 20: test_matchMatmul ................. Passed 0.02 sec Start 21: test_matchReshape 21/29 Test 21: test_matchReshape ................ Passed 0.02 sec Start 22: test_memboundOp 22/29 Test 22: test_memboundOp .................. Passed 0.02 sec Start 23: test_mergeStage 23/29 Test 23: test_mergeStage .................. Passed 0.01 sec Start 24: test_oobChecker 24/29 Test 24: test_oobChecker .................. Passed 0.02 sec Start 25: test_rangeMagnify 25/29 Test 25: test_rangeMagnify ................ Passed 0.02 sec Start 26: test_relaxation 26/29 Test 26: test_relaxation .................. Passed 0.02 sec Start 27: test_serializer 27/29 Test 27: test_serializer .................. Passed 0.03 sec Start 28: test_simplify 28/29 Test 28: test_simplify .................... Passed 0.02 sec Start 29: test_subset 29/29 Test 29: test_subset ...................... Passed 0.00 sec 100% tests passed, 0 tests failed out of 29 Total Test time (real) = 100.65 sec ``` * Remove out-of-date tests Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
2022-09-13 15:17:22 +08:00
return infini::as<T>(ref);
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}
// Comparator for Ref
template <typename T> struct is_ref : std::false_type {};
template <typename T> struct is_ref<Ref<T>> : std::true_type {};
template <class Tuple, std::size_t index = 0, bool address_based>
typename std::enable_if_t<not is_ref<std::tuple_element_t<index, Tuple>>::value,
bool>
__ref_less(const Tuple &lhs, const Tuple &rhs) {
if constexpr (index >=
std::tuple_size<std::remove_reference_t<Tuple>>::value - 1)
return std::get<index>(lhs) < std::get<index>(rhs);
else {
if (std::get<index>(lhs) != std::get<index>(rhs))
return std::get<index>(lhs) < std::get<index>(rhs);
else
return __ref_less<Tuple, index + 1, address_based>(lhs, rhs);
}
}
template <class Tuple, std::size_t index = 0, bool address_based>
typename std::enable_if_t<is_ref<std::tuple_element_t<index, Tuple>>::value and
not address_based,
bool>
__ref_less(const Tuple &lhs, const Tuple &rhs) {
if constexpr (index >=
std::tuple_size<std::remove_reference_t<Tuple>>::value - 1)
return std::get<index>(lhs)->less(std::get<index>(rhs));
else {
if (std::get<index>(lhs)->neq(std::get<index>(rhs)))
return std::get<index>(lhs)->less(std::get<index>(rhs));
else
return __ref_less<Tuple, index + 1, address_based>(lhs, rhs);
}
}
template <class Tuple, std::size_t index = 0, bool address_based>
typename std::enable_if_t<
is_ref<std::tuple_element_t<index, Tuple>>::value and address_based, bool>
__ref_less(const Tuple &lhs, const Tuple &rhs) {
if constexpr (index >=
std::tuple_size<std::remove_reference_t<Tuple>>::value - 1)
return std::get<index>(lhs).get() < std::get<index>(rhs).get();
else {
if (std::get<index>(lhs).get() != std::get<index>(rhs).get())
return std::get<index>(lhs).get() < std::get<index>(rhs).get();
else
return __ref_less<Tuple, index + 1, address_based>(lhs, rhs);
}
}
template <class Tuple> bool ref_addr_less(const Tuple &lhs, const Tuple &rhs) {
return __ref_less<Tuple, 0, true>(lhs, rhs);
}
template <class Tuple> bool ref_value_less(const Tuple &lhs, const Tuple &rhs) {
return __ref_less<Tuple, 0, false>(lhs, rhs);
}
template <class Tuple> class RefAddrLess {
public:
bool operator()(const Tuple &a, const Tuple &b) const {
return ref_addr_less(a, b);
}
};
template <class Tuple> class RefValueLess {
public:
bool operator()(const Tuple &a, const Tuple &b) const {
return ref_value_less(a, b);
}
};
// make_ref_from_tuple
template <typename _Tp, typename _Tuple, size_t... _Idx>
constexpr Ref<_Tp> make_ref_from_tuple_impl(_Tuple &&__t,
std::index_sequence<_Idx...>) {
return make_ref<_Tp>(std::get<_Idx>(std::forward<_Tuple>(__t))...);
}
template <typename _Tp, typename _Tuple>
constexpr Ref<_Tp> make_ref_from_tuple(_Tuple &&__t) {
return make_ref_from_tuple_impl<_Tp>(
std::forward<_Tuple>(__t),
std::make_index_sequence<std::tuple_size_v<std::decay_t<_Tuple>>>{});
}
} // namespace nnet
// namespace std {
// template <class T> struct hash<ir::Ref<T>> {
// hash<T *> hash_;
// size_t operator()(const ir::Ref<T> &ref) const { return hash_(ref.get());
// }
// };
Dev for 202303ddl (#66) * add activation operatiopn relu, tanh, sigmoid on mlu * commit for format * add activation backward operation * add test for activation_backward * add test * add convbpfilter * fix * add transpsoe code and test * add trigon function operation on mlu: sin,cos,tan,asin,sinh,asinh * add copy operation on mlu * add ceil operation and floor operation * add operation clip * add operation cnnl div, test and test for divdemo bangc kernel * add divnonan operation and test * add erf operation * add exp operation * add operation fill * add log operation * add log1p operation * add l2loss operation * add maximum and minimum operation * add mseloss operation * add negTensor operation * add power operation * add reciprocal operation * add sqrt and rsqrt operation * add transform operation * add addn operation * add muln operation * cherrry pick some operation * add floordiv operation and floordivtrunc operation * add floormod operation * add cumsum operation * add det operation * add pad operation * format * add concat operation * format * add split operation * fix concat and split operation * add round operation * add pooling operation * add square operation * add squaredDifference operation * code format fix * add flip operation * code format fix * add hardtanh operation * add logic operation * add addcdiv and addcmul operation * add arange operation * add bitcompute operation * add net test * fmt Signed-off-by: YdrMaster <ydrml@hotmail.com> * style: rename Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix: 用 NativeCpuRuntime 替换 CpuRuntime Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix code * fix code * fix code by review suggestion * remove operation which is not the onnx operation * fix format * clang format * refactor: tensor 的 print 加一层模板的 dataToString Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix: onnx 导出 Signed-off-by: YdrMaster <ydrml@hotmail.com> * feat: 增加计算图优化接口 Signed-off-by: YdrMaster <ydrml@hotmail.com> * add clip operation * feat: 支持导入 clip Signed-off-by: YdrMaster <ydrml@hotmail.com> * test: 导入导出测试加入 ci Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix batch norm * feat: 增加 Shape 算子 Signed-off-by: YdrMaster <ydrml@hotmail.com> * feat: 支持导入 unsqueeze Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix: 修正 clip 接口 feat: 支持导入 transpose Signed-off-by: YdrMaster <ydrml@hotmail.com> * add broadcast operation * fix elementwise-broadcast * fix elementwise broadcast * add broadcast for gpu elementsie * feat: pad 支持 axes 负数 feat: 不支持的 padding 导出为独立的 pad 算子 feat: 支持导入 onnxsim 过的 inception Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix: 修正池化的测试 Signed-off-by: YdrMaster <ydrml@hotmail.com> * feat: 导出 pads,支持 inception 导入导出,已加入 ci Signed-off-by: YdrMaster <ydrml@hotmail.com> * feat: 支持 densenet 导入导出,并加入 ci Signed-off-by: YdrMaster <ydrml@hotmail.com> * feat: 导入 squeeze Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix softmax * feat: 导出 clip 和 transpose Signed-off-by: YdrMaster <ydrml@hotmail.com> * feat: 支持 Conv 的 bias Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix: bias of conv Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix: bias of conv Signed-off-by: YdrMaster <ydrml@hotmail.com> * feat: 导入 split Signed-off-by: YdrMaster <ydrml@hotmail.com> * feat: 导出 split Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix: conv Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix: conv group Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix: matmul 的 bias 没有放在输入里,修正 Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix exmaple * fix: 改正 reduce_mean 导出 Signed-off-by: YdrMaster <ydrml@hotmail.com> * refactor: 修改 slice 实现与 onnx 一致 Signed-off-by: YdrMaster <ydrml@hotmail.com> * style: 不导出两个 runtime 函数 Signed-off-by: YdrMaster <ydrml@hotmail.com> * doc: 中文使用指南 Signed-off-by: YdrMaster <ydrml@hotmail.com> * doc: 补全指南 Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix: 修复导入数据的问题 Signed-off-by: YdrMaster <ydrml@hotmail.com> * fmt Signed-off-by: YdrMaster <ydrml@hotmail.com> * feat: 添加 Dropout 基本结构,但不支持两个输出是不同的类型 Signed-off-by: YdrMaster <ydrml@hotmail.com> * feat: 重新导出优化接口 feat: dropout 导入 Signed-off-by: YdrMaster <ydrml@hotmail.com> * build: BANG 选项加入 Makefile Signed-off-by: YdrMaster <ydrml@hotmail.com> * fxi code, change of test/kernels/bang/test* is use NativeCpuRuntime. chaneg of include/bang/bang_runtime is for the cntoolkit upgrade. * feat: 导出 bang runtime Signed-off-by: YdrMaster <ydrml@hotmail.com> * add USE_BANG=1 * fix matmul * fix reshape * fix * fix activation * fix transpose * format * format * update Makefile Signed-off-by: YdrMaster <ydrml@hotmail.com> * feat: 支持导入导出 ConvTranspose Signed-off-by: YdrMaster <ydrml@hotmail.com> * add prelu on mlu * fix: ConvTranspose Signed-off-by: YdrMaster <ydrml@hotmail.com> * feat: 支持导入导出 PRelu Signed-off-by: YdrMaster <ydrml@hotmail.com> * add convtrans on mlu * fmt Signed-off-by: YdrMaster <ydrml@hotmail.com> * docs: 更新 README_CN.md Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix code by review suggestions * style Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix: Softmax 的 axis 可以用默认值?感觉是 onnx 不标准 Signed-off-by: YdrMaster <ydrml@hotmail.com> * fix cuda & intelcpu bugs after merging --------- Signed-off-by: YdrMaster <ydrml@hotmail.com> Co-authored-by: wanghailu <wanghailu0717@163.com> Co-authored-by: wanghailu <wanghailu@qiyuanlab.com> Co-authored-by: whjthu <haojie0429@gmail.com>
2023-04-18 15:10:33 +08:00
// } // namespace nnet