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2023-08-16Main conformance: Add local bound flag for convolutionsDominic Symes
Adds a local_bound flag to convolution operations. If the local_bound flag is true then the output accuracy for floating-point is measured relative to the input tensor data local to the particular convolution output. If the local_bound flag is false then the output accuracy for floating-point is measured relative to the whole input tensor. This accuracy measure is the default and more approapriate for implementations with non local optimizations (such as transform based fast convolutions). Signed-off-by: Dominic Symes <dominic.symes@arm.com> Change-Id: I64e3e4981a63e26e6391149e28d5d71e7ef5560a
2023-07-06AVG_POOL2D conformance: fix kernel size namesDominic Symes
Change-Id: I188694080b74ec81c6dea675430e29db11ee6079 Signed-off-by: Dominic Symes <dominic.symes@arm.com>
2023-06-08Fix main inference conformance test dataDominic Symes
Correct the kernel size for the DEPTHWISE_CONV2D test data generator in Appendix A. Change-Id: I4fea6192bcd8a70d82d12543730cdc684fb839e5 Signed-off-by: Dominic Symes <dominic.symes@arm.com>
2023-06-02Fix main inference conformance data generator scalingDominic Symes
Correct scaling factor for tosa_mi_data() for S=1 and S=4 data sets. Signed-off-by: Dominic Symes <dominic.symes@arm.com> Change-Id: I3f09f758d82ccd64da8bb26fd219ff4d7a55918c
2023-05-09Main inference compliance testing updatesDominic Symes
- Add additional main inference compliance test data sets for dot product testing in Appendix A. - Express dot product test criteria in terms of tensors rather than individual dot products. - Add per-operation details on test set generation in Appendix A. - Clarify compliance vs conformance wording. - Clarify that the comment in the table of section 1.8.2 on integer saturation applies to the CAST from floating point to integer operation. Change-Id: I1b4c4493b02ed7c8a6eb547656c91ca67d4b0e86 Signed-off-by: Dominic Symes <dominic.symes@arm.com>
2023-02-01Main inference conformance draftDominic Symes
This patch contains a draft of the Main Inference profile floating-point conformance requirements. Change-Id: Ib1201fff7f4015668b2de6dccf4cd85b419c3f76 Signed-off-by: Dominic Symes <dominic.symes@arm.com>