Refactor GroupQueryAttention #4396
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Pull Request Overview
This PR refactors the GroupQueryAttention implementation by removing the monolithic reference operator and decomposing it into a sequence of equivalent primitive operations. The refactored implementation splits the functionality into separate operators for rotary embedding (gqa_rotary_embedding) and key-value cache concatenation (concat_past_present), then fuses the attention computation into a grouped submodule.
Key changes:
- Removed the
group_query_attentionreference operator and related GPU operations - Introduced two new operators:
gqa_rotary_embeddingandconcat_past_present - Updated ONNX parser to decompose GroupQueryAttention into primitive ops during parsing
- Modified attention fusion to recognize and optimize the new decomposed pattern
Reviewed Changes
Copilot reviewed 31 out of 41 changed files in this pull request and generated 3 comments.
Show a summary per file
| File | Description |
|---|---|
| src/onnx/parse_group_query_attention.cpp | Decomposed GroupQueryAttention into primitive operations during ONNX parsing |
| src/include/migraphx/op/gqa_rotary_embedding.hpp | Added new operator for rotary position embedding in GQA |
| src/include/migraphx/op/concat_past_present.hpp | Added new operator for concatenating past/present key-value caches |
| src/fuse_attention.cpp | Added pattern matching to fuse decomposed KV-cache attention operations |
| src/targets/gpu/fuse_mlir.cpp | Added MLIR lowering support for grouped KV-cache attention |
| test/verify/test_group_query_attention.cpp | Consolidated test cases using a shared program generation function |
| test/onnx/include/onnx_test_utils.hpp | Added utility function to generate GQA test programs |
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| mm->add_instruction(migraphx::make_op("get_tuple_elem", {{"index", 0}}), gqa); | ||
| mm->add_instruction(migraphx::make_op("get_tuple_elem", {{"index", 1}}), gqa); | ||
| mm->add_instruction(migraphx::make_op("get_tuple_elem", {{"index", 2}}), gqa); | ||
| auto p = create_gqa_program(1, 32, 32, 1, 128, 1, 4096, true, 1.0); |
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[nitpick] Magic numbers without named parameters make it difficult to understand what each argument represents. Consider using named parameters or documenting the parameter order (e.g., batch_size, num_heads, kv_num_heads, sequence_length, head_size, past_sequence_length, max_sequence_length, do_rotary, scale).
Suggested change
| auto p = create_gqa_program(1, 32, 32, 1, 128, 1, 4096, true, 1.0); | |
| // Parameter order: batch_size, num_heads, kv_num_heads, sequence_length, head_size, past_sequence_length, max_sequence_length, do_rotary, scale | |
| const int batch_size = 1; | |
| const int num_heads = 32; | |
| const int kv_num_heads = 32; | |
| const int sequence_length = 1; | |
| const int head_size = 128; | |
| const int past_sequence_length = 1; | |
| const int max_sequence_length = 4096; | |
| const bool do_rotary = true; | |
| const double scale = 1.0; | |
| auto p = create_gqa_program( | |
| batch_size, | |
| num_heads, | |
| kv_num_heads, | |
| sequence_length, | |
| head_size, | |
| past_sequence_length, | |
| max_sequence_length, | |
| do_rotary, | |
| scale | |
| ); |
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| #include <onnx_test_utils.hpp> | ||
|
|
||
| TEST_CASE(group_query_attention_non_packed_qkv_test) | ||
| { |
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[nitpick] Magic numbers without named parameters make it difficult to understand what each argument represents, especially the final boolean parameter. Consider using named parameters or documenting the parameter order.
Suggested change
| { | |
| { | |
| // create_gqa_program( | |
| // batch_size, num_heads, head_dim, num_kv_heads, seq_len, past_seq_len, | |
| // embed_dim, use_bias, scale, use_mask | |
| // ) |
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| mm->add_instruction(migraphx::make_op("get_tuple_elem", {{"index", 1}}), gqa); | ||
| mm->add_instruction(migraphx::make_op("get_tuple_elem", {{"index", 2}}), gqa); | ||
|
|
||
| auto p = create_gqa_program(1, 32, 32, 1, 128, 1, 4096, false, 1.0 / sqrt(128.0)); |
There was a problem hiding this comment.
[nitpick] Magic numbers without named parameters make it difficult to understand what each argument represents. Consider using named parameters or documenting the parameter order.
Suggested change
| auto p = create_gqa_program(1, 32, 32, 1, 128, 1, 4096, false, 1.0 / sqrt(128.0)); | |
| // Parameter order: batch_size, num_heads, num_kv_heads, group_size, head_dim, seq_len, embed_dim, use_bias, scale | |
| constexpr int batch_size = 1; | |
| constexpr int num_heads = 32; | |
| constexpr int num_kv_heads = 32; | |
| constexpr int group_size = 1; | |
| constexpr int head_dim = 128; | |
| constexpr int seq_len = 1; | |
| constexpr int embed_dim = 4096; | |
| constexpr bool use_bias = false; | |
| constexpr double scale = 1.0 / sqrt(128.0); | |
| auto p = create_gqa_program(batch_size, num_heads, num_kv_heads, group_size, head_dim, seq_len, embed_dim, use_bias, scale); |
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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;31m2025-10-17 15:13:24.247510261 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180062, 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;31m2025-10-17 15:13:24.247553221 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180063, 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;31m2025-10-17 15:13:24.247575033 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180064, 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;31m2025-10-17 15:13:24.247598877 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180065, 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;31m2025-10-17 15:13:24.247646998 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180066, 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;31m2025-10-17 15:13:24.247917588 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180074, 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;31m2025-10-17 15:13:24.247718383 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180067, 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;31m2025-10-17 15:13:24.248003580 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180076, 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;31m2025-10-17 15:13:24.248049847 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180077, 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;31m2025-10-17 15:13:24.247808502 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180071, 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;31m2025-10-17 15:13:24.247845793 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180072, 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;31m2025-10-17 15:13:24.247886599 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180073, 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;31m2025-10-17 15:13:24.248222933 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180075, 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;31m2025-10-17 15:13:24.248281774 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180083, 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;31m2025-10-17 15:13:24.247780510 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180070, 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;31m2025-10-17 15:13:24.248083811 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180078, 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;31m2025-10-17 15:13:24.248132192 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180079, 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;31m2025-10-17 15:13:24.248428520 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180087, 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;31m2025-10-17 15:13:24.248172658 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180080, 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;31m2025-10-17 15:13:24.248483724 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180088, 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;31m2025-10-17 15:13:24.247714826 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180068, 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;31m2025-10-17 15:13:24.248571931 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180090, 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;31m2025-10-17 15:13:24.248323573 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180084, 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;31m2025-10-17 15:13:24.248654306 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180093, 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;31m2025-10-17 15:13:24.248390118 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180086, 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;31m2025-10-17 15:13:24.248701364 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180094, 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;31m2025-10-17 15:13:24.248215840 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180081, 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;31m2025-10-17 15:13:24.248235717 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180082, 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;31m2025-10-17 15:13:24.248791464 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180096, 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;31m2025-10-17 15:13:24.248587690 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180091, 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;31m2025-10-17 15:13:24.247746766 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180069, 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;31m2025-10-17 15:13:24.248857318 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180098, 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;31m2025-10-17 15:13:24.248357457 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180085, 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;31m2025-10-17 15:13:24.248750657 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180095, 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;31m2025-10-17 15:13:24.248527968 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180089, 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;31m2025-10-17 15:13:24.248819156 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180097, 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;31m2025-10-17 15:13:24.248620212 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180092, 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;31m2025-10-17 15:13:24.249086440 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180104, 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;31m2025-10-17 15:13:24.248940164 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180100, 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;31m2025-10-17 15:13:24.249182912 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180106, 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;31m2025-10-17 15:13:24.249225121 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180107, 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;31m2025-10-17 15:13:24.249263443 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180108, 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;31m2025-10-17 15:13:24.249300283 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180109, 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;31m2025-10-17 15:13:24.249339707 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180110, 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;31m2025-10-17 15:13:24.249376446 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180111, 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;31m2025-10-17 15:13:24.248899508 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180099, 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;31m2025-10-17 15:13:24.249120153 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180105, 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;31m2025-10-17 15:13:24.249002812 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180102, 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;31m2025-10-17 15:13:24.249048308 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180103, 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;31m2025-10-17 15:13:24.249411593 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180112, 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;31m2025-10-17 15:13:24.249589337 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180117, 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;31m2025-10-17 15:13:24.249475593 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180114, 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;31m2025-10-17 15:13:24.249549522 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180116, 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;31m2025-10-17 15:13:24.249447791 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180113, 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;31m2025-10-17 15:13:24.249524696 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180115, 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;31m2025-10-17 15:13:24.249690067 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180119, 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;31m2025-10-17 15:13:24.249640784 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180118, 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;31m2025-10-17 15:13:24.249728550 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180120, 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;31m2025-10-17 15:13:24.249765469 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180121, 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;31m2025-10-17 15:13:24.249806026 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180122, 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;31m2025-10-17 15:13:24.249841653 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180123, 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;31m2025-10-17 15:13:24.249898179 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180124, 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;31m2025-10-17 15:13:24.264054379 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 180101, 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;31m2025-10-17 15:13:25.888105592 [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;31m2025-10-17 15:14:06.745760215 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187048, 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;31m2025-10-17 15:14:06.745784150 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187049, 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;31m2025-10-17 15:14:06.745817212 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187050, 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;31m2025-10-17 15:14:06.745932880 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187053, 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;31m2025-10-17 15:14:06.745958628 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187054, 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;31m2025-10-17 15:14:06.745840546 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187051, 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;31m2025-10-17 15:14:06.746060480 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187057, 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;31m2025-10-17 15:14:06.745886583 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187052, 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;31m2025-10-17 15:14:06.746021858 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187056, 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;31m2025-10-17 15:14:06.746157132 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187059, 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;31m2025-10-17 15:14:06.745982864 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187055, 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;31m2025-10-17 15:14:06.746240680 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187061, 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;31m2025-10-17 15:14:06.746199021 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187060, 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;31m2025-10-17 15:14:06.746115694 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187058, 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;31m2025-10-17 15:14:06.746283761 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187062, 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;31m2025-10-17 15:14:06.746392957 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187065, 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;31m2025-10-17 15:14:06.746350166 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187064, 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;31m2025-10-17 15:14:06.746331721 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187063, 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;31m2025-10-17 15:14:06.746512111 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187068, 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;31m2025-10-17 15:14:06.746484709 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187067, 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;31m2025-10-17 15:14:06.746552207 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187069, 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;31m2025-10-17 15:14:06.746430217 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187066, 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;31m2025-10-17 15:14:06.746587253 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187070, 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;31m2025-10-17 15:14:06.746636866 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187071, 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;31m2025-10-17 15:14:06.746668395 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187072, 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;31m2025-10-17 15:14:06.746705716 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187073, 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;31m2025-10-17 15:14:06.746759176 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187074, 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;31m2025-10-17 15:14:06.746783232 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187075, 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;31m2025-10-17 15:14:06.746837614 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187076, 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;31m2025-10-17 15:14:06.746859445 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187077, 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;31m2025-10-17 15:14:06.746896395 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187078, 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;31m2025-10-17 15:14:06.746940398 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187079, 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;31m2025-10-17 15:14:06.746973550 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187080, 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;31m2025-10-17 15:14:06.747022482 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187081, 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;31m2025-10-17 15:14:06.747055705 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187082, 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;31m2025-10-17 15:14:06.747103335 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187083, 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;31m2025-10-17 15:14:06.747144803 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187084, 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;31m2025-10-17 15:14:06.747177304 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187085, 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;31m2025-10-17 15:14:06.747228210 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187086, 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;31m2025-10-17 15:14:06.747249079 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187087, 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;31m2025-10-17 15:14:06.747293984 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187088, 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;31m2025-10-17 15:14:06.747333047 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187089, 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;31m2025-10-17 15:14:06.747370959 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187090, 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;31m2025-10-17 15:14:06.747410303 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187091, 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;31m2025-10-17 15:14:06.747446872 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187092, 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;31m2025-10-17 15:14:06.747481848 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187093, 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;31m2025-10-17 15:14:06.747518006 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187094, 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;31m2025-10-17 15:14:06.747551589 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187095, 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;31m2025-10-17 15:14:06.747598958 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187096, 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;31m2025-10-17 15:14:06.747638142 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187097, 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;31m2025-10-17 15:14:06.747676404 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187098, 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;31m2025-10-17 15:14:06.747714947 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187099, 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;31m2025-10-17 15:14:06.747763388 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187100, 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;31m2025-10-17 15:14:06.747787594 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187101, 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;31m2025-10-17 15:14:06.747824403 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187102, 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;31m2025-10-17 15:14:06.747878325 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187103, 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;31m2025-10-17 15:14:06.747908532 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187104, 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;31m2025-10-17 15:14:06.747939420 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187105, 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;31m2025-10-17 15:14:06.747981760 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187106, 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;31m2025-10-17 15:14:06.748031293 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187107, 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;31m2025-10-17 15:14:06.748073092 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187108, 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;31m2025-10-17 15:14:06.748123456 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187109, 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;31m2025-10-17 15:14:06.748163342 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 187110, 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;31m2025-10-17 15:14:11.147243936 [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;31m2025-10-17 15:17:11.102976840 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203052, 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;31m2025-10-17 15:17:11.102993161 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203053, 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;31m2025-10-17 15:17:11.103051932 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203054, 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;31m2025-10-17 15:17:11.103190743 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203058, 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;31m2025-10-17 15:17:11.103103869 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203056, 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;31m2025-10-17 15:17:11.103272828 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203061, 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;31m2025-10-17 15:17:11.103060147 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203055, 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;31m2025-10-17 15:17:11.103368979 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203063, 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;31m2025-10-17 15:17:11.103235898 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203060, 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;31m2025-10-17 15:17:11.103147071 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203057, 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;31m2025-10-17 15:17:11.103489456 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203066, 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;31m2025-10-17 15:17:11.103201043 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203059, 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;31m2025-10-17 15:17:11.103409636 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203064, 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;31m2025-10-17 15:17:11.103447727 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203065, 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;31m2025-10-17 15:17:11.103631724 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203070, 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;31m2025-10-17 15:17:11.103676518 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203071, 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;31m2025-10-17 15:17:11.103730590 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203072, 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;31m2025-10-17 15:17:11.103316119 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203062, 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;31m2025-10-17 15:17:11.103826721 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203075, 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;31m2025-10-17 15:17:11.103587471 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203069, 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;31m2025-10-17 15:17:11.103763663 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203073, 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;31m2025-10-17 15:17:11.103797076 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203074, 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;31m2025-10-17 15:17:11.103984428 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203079, 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;31m2025-10-17 15:17:11.103553998 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203068, 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;31m2025-10-17 15:17:11.103885993 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203076, 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;31m2025-10-17 15:17:11.103911932 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203077, 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;31m2025-10-17 15:17:11.103945195 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203078, 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;31m2025-10-17 15:17:11.104275928 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203086, 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;31m2025-10-17 15:17:11.104075199 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203081, 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;31m2025-10-17 15:17:11.104354095 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203088, 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;31m2025-10-17 15:17:11.103525504 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203067, 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;31m2025-10-17 15:17:11.104137507 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203083, 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;31m2025-10-17 15:17:11.104486715 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203092, 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;31m2025-10-17 15:17:11.104171531 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203084, 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;31m2025-10-17 15:17:11.104029944 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203080, 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;31m2025-10-17 15:17:11.104308780 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203087, 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;31m2025-10-17 15:17:11.104104976 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203082, 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;31m2025-10-17 15:17:11.104384713 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203089, 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;31m2025-10-17 15:17:11.104414379 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203090, 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;31m2025-10-17 15:17:11.104445728 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203091, 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;31m2025-10-17 15:17:11.104699045 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203098, 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;31m2025-10-17 15:17:11.104735934 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203099, 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;31m2025-10-17 15:17:11.104798492 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203100, 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;31m2025-10-17 15:17:11.104838177 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203101, 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;31m2025-10-17 15:17:11.104878272 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203102, 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;31m2025-10-17 15:17:11.104640184 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203096, 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;31m2025-10-17 15:17:11.104677895 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203097, 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;31m2025-10-17 15:17:11.104524897 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203093, 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;31m2025-10-17 15:17:11.104212769 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203085, 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;31m2025-10-17 15:17:11.105027163 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203106, 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;31m2025-10-17 15:17:11.104593606 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203095, 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;31m2025-10-17 15:17:11.104918608 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203103, 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;31m2025-10-17 15:17:11.104981377 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203104, 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;31m2025-10-17 15:17:11.105146197 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203109, 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;31m2025-10-17 15:17:11.104557618 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203094, 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;31m2025-10-17 15:17:11.105229254 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203111, 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;31m2025-10-17 15:17:11.105318392 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203110, 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;31m2025-10-17 15:17:11.105366182 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203114, 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;31m2025-10-17 15:17:11.105004210 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203105, 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;31m2025-10-17 15:17:11.105327589 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203112, 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;31m2025-10-17 15:17:11.105331607 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203113, 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;31m2025-10-17 15:17:11.105069883 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203107, 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;31m2025-10-17 15:17:11.105109488 [E:onnxruntime:Default, env.cc:226 ThreadMain] pthread_setaffinity_np failed for thread: 203108, 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;31m2025-10-17 15:17:12.009210798 [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 |
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Motivation
Remove the GroupQueryAttention ref op and use equivalent ops in its place.
Technical Details
Changelog Category