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EXEC @main_graph
[FAILED] result[0]: element at index 50176 (3) does not match the expected (2.75); expected that the view is equal to contents of a view of 1x24x112x112xf32
pdhirajkumarprasad
changed the title
[numeric] Numeric error for HardSigmoid with Conv operator
[numeric] Numeric error for Conv operator with quantize/dequantize
Dec 9, 2024
What model is this coming from? The fact that the bias quantization scale is not the same as the product of weight and input scales is concerning. I would not expect us to have comparable numerics for such an example without some additional work in the TorchFuseQuantizedOps pass.
What happened?
For the given IR
getting numeric error as
Steps to reproduce your issue
command:
Version : IREE compiler version 3.1.0rc20241208 @ 39c56de
golden_output.0.bin.txt
input.0.bin.txt
input.1.bin.txt
model.torch_onnx.mlir.txt
model impacted: fbnetv3_d.ra2_in1k* and other, total 50+ models
What component(s) does this issue relate to?
Runtime
Version information
No response
Additional context
No response
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