[ONCPUML-951] Variable weight support for Convolution.
API changes for NEGEMMConvolutionLayer and CpuGemmConv2d
Built with:
scons neon=1 opencl=0 os=linux arch=armv8.2-a multi_isa=1 \
build=native -j32 Werror=false validation_tests=1 build_dir=opt \
standalone=1 asserts=1 experimental_fixed_format_kernels=1 .
Tested with:
./build/opt/tests/arm_compute_validation
Hardware where the test executable was run:
Neoverse N1
Test coverage:
* NEGEMMConvolutionLayer, CpuGemmConv2d
* NHWC (the only one supported by the fixed-format kernels)
* F16, F32
* Shapes: RunSmall
Change-Id: I4fd3e495a7cbf61210ea02d37440ba9652934e99
Signed-off-by: Francesco Petrogalli <francesco.petrogalli@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7632
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
diff --git a/src/core/NEON/kernels/arm_gemm/gemm_int16.cpp b/src/core/NEON/kernels/arm_gemm/gemm_int16.cpp
index 3915861..18d8fc9 100644
--- a/src/core/NEON/kernels/arm_gemm/gemm_int16.cpp
+++ b/src/core/NEON/kernels/arm_gemm/gemm_int16.cpp
@@ -56,7 +56,7 @@
/* Explicitly instantiate the external functions for these types. */
template UniqueGemmCommon<int16_t, int32_t> gemm<int16_t, int32_t, Nothing>(const GemmArgs &args, const Nothing &);
-template bool has_opt_gemm<int16_t, int32_t, Nothing>(const GemmArgs &args, const Nothing &);
+template bool has_opt_gemm<int16_t, int32_t, Nothing>(WeightFormat &weight_format, const GemmArgs &args, const Nothing &);
template std::vector<KernelDescription> get_compatible_kernels<int16_t, int32_t, Nothing> (const GemmArgs &args, const Nothing &);
} // namespace arm_gemm