Create op. builders (5.) #4470
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Create op. builders (5.) #4470
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## develop #4470 +/- ##
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+ Coverage 92.22% 92.24% +0.01%
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Files 564 570 +6
Lines 27333 27499 +166
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+ Hits 25207 25364 +157
- Misses 2126 2135 +9
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Pull request overview
This PR refactors the QuantizeLinear and DequantizeLinear ONNX parsers by extracting their core functionality into reusable op-builders under src/op/builder/. This is part of a larger effort to make operator building logic reusable across different parts of the application.
Changes:
- Created new op-builder implementations for quantizelinear and dequantizelinear operations
- Extracted common transformation logic into a shared template function for both quantize and dequantize operations
- Refactored existing ONNX parsers to delegate to the new op-builders
Reviewed changes
Copilot reviewed 10 out of 10 changed files in this pull request and generated 3 comments.
Show a summary per file
| File | Description |
|---|---|
| test/op/builder/quantizelinear_test.cpp | New test file for quantizelinear op-builder covering per-tensor, fp4x2, and blocked quantization cases |
| test/op/builder/dequantizelinear_test.cpp | New test file for dequantizelinear op-builder covering per-tensor, per-axis, and blocked dequantization cases |
| src/op/builder/quantizelinear.cpp | New op-builder implementation for quantizelinear with support for fp4x2 packing and type conversion |
| src/op/builder/dequantizelinear.cpp | New op-builder implementation for dequantizelinear delegating to shared transformation logic |
| src/op/builder/include/migraphx/op/builder/quantize_dequantize_linear.hpp | Shared header with template function for transforming quantize/dequantize linear inputs across different granularities |
| src/op/builder/include/migraphx/op/builder/op_builder.hpp | Added convenience method to get op-builder name |
| src/op/builder/include/migraphx/op/builder/insert.hpp | Added MIGRAPHX_EXPORT to get_default_options function |
| src/onnx/quantize_dequantize_linear.cpp | Refactored to delegate to op-builder transformation function |
| src/onnx/parse_quantizelinear.cpp | Refactored to use op-builder add function instead of directly constructing operations |
| src/onnx/parse_dequantizelinear.cpp | Refactored to use op-builder add function instead of directly constructing operations |
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src/op/builder/include/migraphx/op/builder/quantize_dequantize_linear.hpp
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❌bert-mrpc-tf: ERROR - check error outputTraceback (most recent call last):File "/src/AMDMIGraphX/tools/accuracy/accuracy_checker.py", line 359, in main() File "/src/AMDMIGraphX/tools/accuracy/accuracy_checker.py", line 295, in main import tensorflow as tf File "/usr/local/lib/python3.10/dist-packages/tensorflow/init.py", line 40, in from tensorflow.python import pywrap_tensorflow as _pywrap_tensorflow # pylint: disable=unused-import File "/usr/local/lib/python3.10/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 34, in self_check.preload_check() File "/usr/local/lib/python3.10/dist-packages/tensorflow/python/platform/self_check.py", line 63, in preload_check from tensorflow.python.platform import _pywrap_cpu_feature_guard ImportError: libamdhip64.so.6: cannot open shared object file: No such file or directory ❌bert_base_cased_fp16: ERROR - check error output�[1;31m2026-01-28 04:09:43.845659580 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183572, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m�[1;31m2026-01-28 04:09:43.845687443 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183573, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.845708693 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183574, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846028475 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183583, index: 11, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.845783704 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183576, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.845797861 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183577, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.845862853 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183579, index: 7, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.845866500 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183578, index: 6, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.845913519 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183580, index: 8, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.845948104 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183581, index: 9, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.845989201 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183582, index: 10, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.845732948 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183575, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846411256 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183593, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846096072 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183585, index: 13, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846483833 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183595, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846173829 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183587, index: 15, mask: {16, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846226358 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183588, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846622444 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183599, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846291591 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183590, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846344541 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183591, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846717694 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183601, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846068280 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183584, index: 12, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846780993 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183603, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846128614 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183586, index: 14, mask: {15, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846511645 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183596, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846564064 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183597, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846888195 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183606, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846239803 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183589, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846665635 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183600, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846387281 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183592, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846743081 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183602, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847047755 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183610, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847074195 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183611, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847118859 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183612, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846585174 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183598, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846936285 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183607, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846971682 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183608, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847223486 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183615, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846444860 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183594, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846813755 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183604, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847323274 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183617, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.846849522 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183605, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847391663 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183619, index: 47, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847009453 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183609, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847461064 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183621, index: 49, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847155518 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183613, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847510277 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183622, index: 50, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847576111 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183624, index: 52, mask: {53, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847422321 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183620, index: 48, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847278931 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183616, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847359843 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183618, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847543620 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183623, index: 51, mask: {52, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847189613 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183614, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847605606 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183625, index: 53, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847763845 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183629, index: 57, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847812877 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183630, index: 58, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847726995 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183628, index: 56, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847855367 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183631, index: 59, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847882208 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183632, index: 60, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847942712 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183633, index: 61, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847655030 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183626, index: 54, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847957820 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183634, index: 62, mask: {63, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:43.847675729 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 183627, index: 55, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:09:45.519992637 [E:onnxruntime:, inference_session.cc:2544 operator()] Exception during initialization: /onnxruntime_src/onnxruntime/core/graph/graph_utils.cc:29 int onnxruntime::graph_utils::GetIndexFromName(const onnxruntime::Node&, const std::string&, bool) itr != node_args.end() was false. Attempting to get index by a name which does not exist:InsertedPrecisionFreeCast_onnx::Pow_1623for node: Mul_53/SimplifiedLayerNormFusion/ �[m Traceback (most recent call last): File "/src/AMDMIGraphX/tools/accuracy/accuracy_checker.py", line 359, in main() File "/src/AMDMIGraphX/tools/accuracy/accuracy_checker.py", line 278, in main sess = ort.InferenceSession(model_name, File "/usr/local/lib/python3.10/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 485, in init self._create_inference_session(providers, provider_options, disabled_optimizers) File "/usr/local/lib/python3.10/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 584, in _create_inference_session sess.initialize_session(providers, provider_options, disabled_optimizers) onnxruntime.capi.onnxruntime_pybind11_state.RuntimeException: [ONNXRuntimeError] : 6 : RUNTIME_EXCEPTION : Exception during initialization: /onnxruntime_src/onnxruntime/core/graph/graph_utils.cc:29 int onnxruntime::graph_utils::GetIndexFromName(const onnxruntime::Node&, const std::string&, bool) itr != node_args.end() was false. Attempting to get index by a name which does not exist:InsertedPrecisionFreeCast_onnx::Pow_1623for node: Mul_53/SimplifiedLayerNormFusion/ ❌bert_large_uncased_fp16: ERROR - check error output�[1;31m2026-01-28 04:10:28.902076380 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190558, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m�[1;31m2026-01-28 04:10:28.902123098 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190560, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902121464 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190559, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902160738 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190561, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902232143 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190562, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902246440 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190563, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902506319 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190571, index: 13, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902552687 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190572, index: 14, mask: {15, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902600607 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190573, index: 15, mask: {16, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902661472 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190575, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902394769 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190568, index: 10, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902470853 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190570, index: 12, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902265766 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190564, index: 6, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902785305 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190578, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902845508 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190580, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902885283 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190581, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902638278 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190574, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902999188 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190584, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902715924 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190576, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902734539 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190577, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902306142 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190565, index: 7, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903143730 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190588, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903177844 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190589, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902324988 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190566, index: 8, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902356888 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190567, index: 9, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902935528 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190582, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902956998 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190583, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902441628 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190569, index: 11, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903306086 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190592, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903072807 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190586, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903109997 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190587, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.902818668 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190579, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903472329 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190597, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903214754 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190590, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903254419 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190591, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903549424 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190599, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903596192 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190600, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903369746 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190594, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903407858 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190595, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903440389 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190596, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903729714 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190604, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903037680 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190585, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903337024 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190593, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903632351 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190601, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903667978 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190602, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903697513 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190603, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903517424 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190598, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903767295 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190605, index: 47, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903804836 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190606, index: 48, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.904005433 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190611, index: 53, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.904046441 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190612, index: 54, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903923409 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190609, index: 51, mask: {52, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903958495 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190610, index: 52, mask: {53, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.904118266 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190614, index: 56, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903884105 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190608, index: 50, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.904183669 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190616, index: 58, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.904085124 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190613, index: 55, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.903854239 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190607, index: 49, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.904149415 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190615, index: 57, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.904299117 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190619, index: 61, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.904259232 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190618, index: 60, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.904345654 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190620, index: 62, mask: {63, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:28.904231559 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 190617, index: 59, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:10:33.522957069 [E:onnxruntime:, inference_session.cc:2544 operator()] Exception during initialization: /onnxruntime_src/onnxruntime/core/graph/graph_utils.cc:29 int onnxruntime::graph_utils::GetIndexFromName(const onnxruntime::Node&, const std::string&, bool) itr != node_args.end() was false. Attempting to get index by a name which does not exist:InsertedPrecisionFreeCast_onnx::Pow_3183for node: Mul_53/SimplifiedLayerNormFusion/ �[m Traceback (most recent call last): File "/src/AMDMIGraphX/tools/accuracy/accuracy_checker.py", line 359, in main() File "/src/AMDMIGraphX/tools/accuracy/accuracy_checker.py", line 278, in main sess = ort.InferenceSession(model_name, File "/usr/local/lib/python3.10/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 485, in init self._create_inference_session(providers, provider_options, disabled_optimizers) File "/usr/local/lib/python3.10/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 584, in _create_inference_session sess.initialize_session(providers, provider_options, disabled_optimizers) onnxruntime.capi.onnxruntime_pybind11_state.RuntimeException: [ONNXRuntimeError] : 6 : RUNTIME_EXCEPTION : Exception during initialization: /onnxruntime_src/onnxruntime/core/graph/graph_utils.cc:29 int onnxruntime::graph_utils::GetIndexFromName(const onnxruntime::Node&, const std::string&, bool) itr != node_args.end() was false. Attempting to get index by a name which does not exist:InsertedPrecisionFreeCast_onnx::Pow_3183for node: Mul_53/SimplifiedLayerNormFusion/ ❌distilgpt2_fp16: ERROR - check error output�[1;31m2026-01-28 04:13:49.867855077 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206562, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m�[1;31m2026-01-28 04:13:49.867898228 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206563, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.867924006 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206564, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.867951448 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206565, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.867993517 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206566, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868033643 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206567, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868276250 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206574, index: 12, mask: {13, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868074981 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206568, index: 6, mask: {7, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868121939 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206570, index: 8, mask: {9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868389714 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206577, index: 15, mask: {16, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868156404 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206571, index: 9, mask: {10, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868237828 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206573, index: 11, mask: {12, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868083928 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206569, index: 7, mask: {8, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868312298 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206575, index: 13, mask: {14, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868356662 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206576, index: 14, mask: {15, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868640486 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206583, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868709526 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206585, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868476197 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206579, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868512325 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206580, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868549355 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206581, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868820976 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206588, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868197932 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206572, index: 10, mask: {11, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868668188 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206584, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868436782 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206578, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868747227 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206586, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868785720 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206587, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868974395 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206592, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868608586 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206582, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868855341 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206589, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868890407 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206590, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869095473 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206595, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869159484 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206597, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869017947 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206593, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869051781 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206594, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.868927016 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206591, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869119960 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206596, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869205571 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206598, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869249734 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206599, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869278338 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206600, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869322531 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206601, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869374359 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206602, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869439151 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206603, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869454770 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206604, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869493754 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206605, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869554017 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206606, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869610404 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206608, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869571631 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206607, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869635280 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206609, index: 47, mask: {48, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869687890 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206610, index: 48, mask: {49, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869723837 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206611, index: 49, mask: {50, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869766928 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206612, index: 50, mask: {51, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869804319 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206613, index: 51, mask: {52, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869845987 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206614, index: 52, mask: {53, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869925898 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206615, index: 53, mask: {54, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869931729 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206616, index: 54, mask: {55, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.869987133 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206617, index: 55, mask: {56, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.870189124 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206623, index: 61, mask: {62, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.870232405 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206624, index: 62, mask: {63, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.870039803 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206619, index: 57, mask: {58, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.870108913 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206621, index: 59, mask: {60, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.870002472 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206618, index: 56, mask: {57, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.870408297 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206622, index: 60, mask: {61, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:49.870076301 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 206620, index: 58, mask: {59, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.�[m �[1;31m2026-01-28 04:13:51.003132041 [E:onnxruntime:, inference_session.cc:2544 operator()] Exception during initialization: /onnxruntime_src/onnxruntime/core/graph/graph_utils.cc:29 int onnxruntime::graph_utils::GetIndexFromName(const onnxruntime::Node&, const std::string&, bool) itr != node_args.end() was false. Attempting to get index by a name which does not exist:InsertedPrecisionFreeCast_onnx::Pow_1551for node: Mul_33/SimplifiedLayerNormFusion/ �[m Traceback (most recent call last): File "/src/AMDMIGraphX/tools/accuracy/accuracy_checker.py", line 359, in main() File "/src/AMDMIGraphX/tools/accuracy/accuracy_checker.py", line 278, in main sess = ort.InferenceSession(model_name, File "/usr/local/lib/python3.10/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 485, in init self._create_inference_session(providers, provider_options, disabled_optimizers) File "/usr/local/lib/python3.10/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 584, in _create_inference_session sess.initialize_session(providers, provider_options, disabled_optimizers) onnxruntime.capi.onnxruntime_pybind11_state.RuntimeException: [ONNXRuntimeError] : 6 : RUNTIME_EXCEPTION : Exception during initialization: /onnxruntime_src/onnxruntime/core/graph/graph_utils.cc:29 int onnxruntime::graph_utils::GetIndexFromName(const onnxruntime::Node&, const std::string&, bool) itr != node_args.end() was false. Attempting to get index by a name which does not exist:InsertedPrecisionFreeCast_onnx::Pow_1551for node: Mul_33/SimplifiedLayerNormFusion/ 🔴mask-rcnn: FAILED: MIGraphX is not within tolerance - check verbose output |
CharlieL7
requested review from
bdevorem
and removed request for
TedThemistokleous
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Pull request overview
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Comment on lines
+103
to
+104
| float di = x_lens[axis]; | ||
| float si = y_scale_lens[axis]; |
There was a problem hiding this comment.
When y_scale_lens[axis] equals 1 in blocked quantization mode, the calculation at line 106 results in division by zero (si - 1 = 0). This edge case should be handled, either by validating that si must be greater than 1 for blocked quantization, or by treating si = 1 as a special case that doesn't require block_size_max calculation.
Suggested change
| float di = x_lens[axis]; | |
| float si = y_scale_lens[axis]; | |
| float di = x_lens[axis]; | |
| float si = y_scale_lens[axis]; | |
| if(si <= 1.0f) | |
| { | |
| MIGRAPHX_THROW(op_name + ": y_scale(shape: " + to_string_range(y_scale_lens) + | |
| ") must have size > 1 along provided axis(" + to_string(axis) + | |
| ") for block granularity"); | |
| } |
CharlieL7
requested changes
Jan 30, 2026
Comment on lines
+46
to
+85
| std::vector<instruction_ref> handle_fp4x2(module& m, | ||
| const std::vector<instruction_ref>& args) const | ||
| { | ||
| // Parsing in pack_fp4 and unpack_fp4 for the FP4 case | ||
| auto q_ins = m.add_instruction( | ||
| make_op("quantizelinear", {{"out_type", migraphx::shape::float_type}}), args); | ||
|
|
||
| // packing axis set to fastest dimension | ||
| auto quantized_shape = q_ins->get_shape(); | ||
| const auto& qs_strides = quantized_shape.strides(); | ||
| if(qs_strides.empty()) | ||
| { | ||
| MIGRAPHX_THROW("QuantizeLinear: MX type quantized_shape has no strides"); | ||
| } | ||
| int fast_axis = | ||
| std::min_element(qs_strides.cbegin(), qs_strides.cend()) - qs_strides.cbegin(); | ||
| bool odd_fast_axis = (quantized_shape.lens().at(fast_axis) % 2 == 1); | ||
| if(odd_fast_axis) | ||
| { | ||
| // pad fastest dimension by 1 if it is odd | ||
| std::vector<int64_t> padding(2 * quantized_shape.ndim(), 0); | ||
| padding.at(fast_axis * 2 + 1) = 1; | ||
| q_ins = m.add_instruction(make_op("pad", {{"pads", padding}}), q_ins); | ||
| } | ||
| // output is fp4x2_type | ||
| auto pack_ins = m.add_instruction(make_op("pack_fp4"), q_ins); | ||
| // output is fp8e4m3fn_type | ||
| auto unpack_ins = m.add_instruction(make_op("unpack_fp4"), pack_ins); | ||
| if(odd_fast_axis) | ||
| { | ||
| // slice off padded values | ||
| unpack_ins = | ||
| m.add_instruction(make_op("slice", | ||
| {{"axes", {fast_axis}}, | ||
| {"starts", {0}}, | ||
| {"ends", {quantized_shape.lens().at(fast_axis)}}}), | ||
| unpack_ins); | ||
| } | ||
| return {unpack_ins}; | ||
| } |
|
|
||
| namespace { | ||
| template <typename XT = int8_t, typename ST = float> | ||
| struct test_ctx |
Collaborator
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minor: Can we rename this from ctx to context or tester? ctx is used for the gpu context in the rest of the codebase.
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The whole purpose of the op-builders is to factor out the main functionalities behind the current onnx parsers and put them in a separate set of files (under the folder ./src/op/builder/ ) so they could be reused in different parts of the application. That is this is mainly a refactoring task; the passing of the already existing unit and verify tests should be the proof that the refactoring left the integrity of mgr intact.
related issue: migraphx-benchmark#203
covered parsers in this PR: