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path: root/src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplateLogits1DMaxShiftExpSum.cpp
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2023-01-25Implement dynamic fusion softmax operatorRamy Elgammal
- Return aux tensorInfo by get_aux_tensors() at runtime to init the aux tensor with the right size. - Keep softmax unfusable for this commit - Hence, added Tensor3D to template writer arguments declaration, for sake of keeping dynamic fusion softmax componenets' kernels matching their cl counterparts. Resolves: COMPMID-5523 Change-Id: I667f39545db925f667036ef448302c79a0330373 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/483924 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8986 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2022-12-30Add temporary tile support for dynamic fusionViet-Hoa Do
* Multiple intermediate tensors can share the same tile. - A simple operator can reuse the input tensor for the result if the input tensor has the same shape, data type and it is only consumed by that operator. - The special case is a simple operator and an output operator consume the same tensor. However as the output operator doesn't change the content of the input tensor, it doesn't count as "consuming" the input tensor. * These temporary tiles are declared automatically by the template writer. Individual operator doesn't need to generate output tile declaration. * Cast is now simple operator. Resolves: COMPMID-5778 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I232647ac976645e2d266a62e055b9eb48c356a8e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8877 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2022-12-28Implement Logits1DMaxShiftExpSum kernel component in dynamic fusionGunes Bayir
Resolves: COMPMID-5719 Change-Id: I2f0911ffccce2b42a9a63fe6826eaa5d2cad06ba Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8831 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>