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AMD's graph optimization engine.

Results 433 AMDMIGraphX issues
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- [ ] ceil_mode in JIT pooling https://github.com/ROCm/AMDMIGraphX/issues/3356 - [ ] dilations in JIT pooling - [ ] JIT pooling is not being tested in CI: https://github.com/ROCm/AMDMIGraphX/issues/3234 Problems with "rewrite_pooling"...

https://github.com/ROCm/AMDMIGraphX/blob/408b6c3c9dce4022557891d3da93d71608caef65/src/rewrite_pooling.cpp#L58 Need to enable onnx backend tests that are applicable for this one

This PR modifies the perf report for hipblaslt and rocblas GEMMs to include a naive arithmetic intensity value. The basic motivation is to use this value to get a first-order...

Use string_value instead of enabled to see if the variable is set for gfx_default_rocblas(). This fixes an issue where we always default to rocblas for gfx90a, even when MIGRAPHX_SET_GEMM_PROVIDER is...

bugfix
simple

https://ontrack-internal.amd.com/browse/SWDEV-518075?filter=-1

Needed here: https://ontrack-internal.amd.com/browse/SWDEV-518075 No BF16 support for Navi21 (gfx1030), BF16 tests should be ignored

Command to reproduce: /myworkspace/onnxruntime-inference-examples/quantization/nlp/bert/migraphx# python3 e2e_migraphx_bert_example.py --samples 12000 --seq_len 384 --int8 --batch 2 --version 1.1 --cal_ep ROCm