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migraphx-benchmark / AMDMIGraphX

AMD's graph optimization engine.
https://rocmsoftwareplatform.github.io/AMDMIGraphX/doc/html/
MIT License
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Investigating Super Resolution model verification fails with FP16 #166

Closed nives-vukovic closed 4 months ago

nives-vukovic commented 5 months ago

super-resolution-10.onnx ONNX Zoo model fails with driver verify --fp16. The output shape is different between ref and gpu.

The output of migraphx-driver verify validated/vision/super_resolution/sub_pixel_cnn_2016/model/super-resolution-10.onnx --fp16:

FAILED: vision/super_resolution/sub_pixel_cnn_2016/model/super-resolution-10.onnx
Shape mismatch {float_type, {1, 1, 672, 672}, {451584, 451584, 672, 1}} != {half_type, {1, 1, 672, 672}, {451584, 451584, 672, 1}}
MIGraphX verification passed successfully.

Related issues: https://github.com/ROCm/AMDMIGraphX/issues/2706