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Some ONNX Zoo models are failing with QLINEARMATMUL #2337

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gyulaz-htec opened this issue Oct 16, 2023 · 0 comments
Open

Some ONNX Zoo models are failing with QLINEARMATMUL #2337

gyulaz-htec opened this issue Oct 16, 2023 · 0 comments

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@gyulaz-htec
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The following INT8 models are failing: with QLINEARMATMUL unsupported row/column quantization:

model link
MobileNet v2-1.0-int8 https://github.com/onnx/models/blob/main/vision/classification/mobilenet/model/mobilenetv2-12-int8.onnx
MNIST-12-int8 https://github.com/onnx/models/blob/main/vision/classification/mnist/model/mnist-12-int8.onnx
ArcFace https://github.com/onnx/models/blob/main/vision/body_analysis/arcface/model/arcfaceresnet100-11-int8.onnx
Emotion FerPlus https://github.com/onnx/models/blob/main/vision/body_analysis/emotion_ferplus/model/emotion-ferplus-12-int8.onnx

The error comes from: https://github.com/ROCmSoftwarePlatform/AMDMIGraphX/pull/2308/files#diff-683cf4170a9e57af06a752478b92a6c6799ea2897e9413087c25e7a4661a1256R141

The arguments has the following shapes:

float_type, {1}, {0}
uint8_type, {1}, {0}
float_type, {1000}, {1}
int8_type, {1000}, {1}
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