diff options
Diffstat (limited to 'src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst.hpp')
| -rw-r--r-- | src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst.hpp | 51 |
1 files changed, 26 insertions, 25 deletions
diff --git a/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst.hpp b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst.hpp index 39974fde88..4e2ee43374 100644 --- a/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst.hpp +++ b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst.hpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2021 Arm Limited. + * Copyright (c) 2021-2022 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -34,39 +34,40 @@ namespace arm_conv { namespace depthwise { -void sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst_impl(const int8_t *const *, int8_t *const *, const void *, uint64_t, const arm_gemm::Requantize32&); +void sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst_impl(unsigned int, const int8_t *const *, const int8_t *, const int32_t *, const arm_gemm::Requantize32&, const int32_t *, const int32_t *, int8_t *const *); -struct sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst +class sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst : public DepthwiseDepthfirstStrategy<int8_t, int8_t, int8_t, int32_t> { - typedef int32_t bias_type; - typedef int8_t input_type; - typedef int8_t weight_type; - typedef int8_t return_type; - - constexpr static arm_gemm::VLType vl_type = arm_gemm::VLType::SVE; - - typedef void (*kern_type)(const int8_t *const *, int8_t *const *, const void *, uint64_t, const arm_gemm::Requantize32&); - typedef void (*parameter_packing_fn)(unsigned int, void *, const int32_t *, const int8_t *, const arm_gemm::Requantize32 &, size_t, size_t); - typedef size_t (*parameter_sizing_fn)(const DepthwiseArgs &); + using Parent = DepthwiseDepthfirstStrategy<int8_t, int8_t, int8_t, int32_t>; + public: constexpr static unsigned int kernel_rows = 3; constexpr static unsigned int kernel_cols = 3; constexpr static unsigned int stride_rows = 1; constexpr static unsigned int stride_cols = 1; - constexpr static unsigned int output_rows = 2; - constexpr static unsigned int output_cols = 2; - - constexpr static unsigned int input_rows = 4; - constexpr static unsigned int input_cols = 4; - - constexpr static parameter_packing_fn pack_parameters = interleave_sve_s8q_3x3_dot::pack_parameters; - constexpr static parameter_sizing_fn get_packed_size = interleave_sve_s8q_3x3_dot::get_packed_size; - - kern_type kernel = sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst_impl; - - sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst(const CPUInfo *) {} + sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst(const CPUInfo *) : Parent(2, 2, 3, 3, 1, 1) {} + + arm_gemm::VLType get_vl_type(void) const override { return arm_gemm::VLType::SVE; } + + Parent::KernelType kernel = sve_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst_impl; + Parent::KernelType get_kernel(void) const override { return kernel; } + size_t get_storage_size(const DepthwiseArgs &args) const override + { + return interleave_sve_s8q_3x3_dot::get_packed_size(args); + } + + void pack_parameters( + const DepthwiseArgs &args, void *buffer, const void *biases, const arm_gemm::Requantize32 &qp, + const void *weights, size_t ld_weight_col, size_t ld_weight_row + ) const override + { + interleave_sve_s8q_3x3_dot::pack_parameters( + args.input_channels, buffer, reinterpret_cast<const int32_t *>(biases), + reinterpret_cast<const int8_t *>(weights), qp, ld_weight_col, ld_weight_row + ); + } }; } // namespace depthwise |