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author | Francesco Petrogalli <francesco.petrogalli@arm.com> | 2022-06-30 10:22:01 +0000 |
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committer | Francesco Petrogalli <francesco.petrogalli@arm.com> | 2022-07-19 09:26:27 +0000 |
commit | 553f6953fe3bdfad53c11c25f305a16d79d83b24 (patch) | |
tree | 73642b948b79662096f593458c6138d2f7f48ec6 /utils/TypePrinter.h | |
parent | 99c46475daf277aa53e6747f9e41209f418fed33 (diff) | |
download | ComputeLibrary-553f6953fe3bdfad53c11c25f305a16d79d83b24.tar.gz |
[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>
Diffstat (limited to 'utils/TypePrinter.h')
-rw-r--r-- | utils/TypePrinter.h | 24 |
1 files changed, 24 insertions, 0 deletions
diff --git a/utils/TypePrinter.h b/utils/TypePrinter.h index 31eff57e6b..a41b3cc9ae 100644 --- a/utils/TypePrinter.h +++ b/utils/TypePrinter.h @@ -3242,6 +3242,30 @@ inline std::string to_string(const Conv3dInfo &conv3d_info) return str.str(); } +inline ::std::ostream &operator<<(::std::ostream &os, const arm_gemm::WeightFormat &wf) +{ + os << arm_gemm::to_string(wf); + return os; +} +inline std::string to_string(const arm_gemm::WeightFormat wf) +{ + std::stringstream str; + str << wf; + return str.str(); +} + +inline std::string to_string(const std::tuple<TensorShape, TensorShape, arm_gemm::WeightFormat> values) +{ + std::stringstream str; + str << "[Input shape = " << std::get<0>(values); + str << ", "; + str << "Expected output shape = " << std::get<1>(values); + + str << ", "; + str << "WeightFormat = " << std::get<2>(values) << "]"; + return str.str(); +} + } // namespace arm_compute #endif /* __ARM_COMPUTE_TYPE_PRINTER_H__ */ |