diff options
Diffstat (limited to 'src/core/NEON/kernels/arm_conv/depthwise/depthwise_u8s8u8q.cpp')
-rw-r--r-- | src/core/NEON/kernels/arm_conv/depthwise/depthwise_u8s8u8q.cpp | 234 |
1 files changed, 234 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_conv/depthwise/depthwise_u8s8u8q.cpp b/src/core/NEON/kernels/arm_conv/depthwise/depthwise_u8s8u8q.cpp new file mode 100644 index 0000000000..a888958b76 --- /dev/null +++ b/src/core/NEON/kernels/arm_conv/depthwise/depthwise_u8s8u8q.cpp @@ -0,0 +1,234 @@ +/* + * Copyright (c) 2021-2023 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ + +#include "arm_gemm_local.hpp" + +#include "depthwise_implementation.hpp" +#include "depthwise_depthfirst.hpp" +#include "depthwise_depthfirst_generic.hpp" +#include "depthwise_depthfirst_multiplier.hpp" +#include "depthwise_planar.hpp" + +#include "depthwise_implementation_constraints.hpp" + +#if defined(__aarch64__) +#if defined(ARM_COMPUTE_ENABLE_SVE) +#if defined(ARM_COMPUTE_ENABLE_SME2) +#include "kernels/sme2_u8s8u8q_planar_3x3_s1_4rows_dot_za.hpp" +#include "kernels/sme2_u8s8u8q_planar_3x3_s2_4rows_dot_za.hpp" +#include "kernels/sme2_u8s8u8q_planar_5x5_s1_4rows_dot_za.hpp" +#include "kernels/sme2_u8s8u8q_planar_5x5_s2_4rows_dot_za.hpp" +#endif // defined(ARM_COMPUTE_ENABLE_SME2) +#include "kernels/sve_u8s8u8q_nhwc_3x3_s1_output2x2_mla_depthfirst.hpp" +#include "kernels/sve_u8s8u8q_nhwc_3x3_s2_output2x2_mla_depthfirst.hpp" +#include "kernels/sve_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst.hpp" +#endif // defined(ARM_COMPUTE_ENABLE_SVE) +#include "kernels/a64_u8s8u8q_nhwc_3x3_s1_output2x2_mla_depthfirst.hpp" +#include "kernels/a64_u8s8u8q_nhwc_3x3_s2_output2x2_mla_depthfirst.hpp" +#include "kernels/a64_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst.hpp" +#include "kernels/a64_u8s8u8q_nhwc_generic_output9_mla_depthfirst.hpp" +#include "kernels/a64_u8s8u8q_packed_to_nhwc_generic_with_multiplier_output2x8_mla_depthfirst.hpp" +#endif // defined(__aarch64__) + +#include <cstdint> + +using arm_gemm::Requantize32; + +namespace arm_conv { +namespace depthwise { + +namespace +{ +#if defined(__aarch64__) +uint64_t not_preferred(const DepthwiseArgs &, const Requantize32 &) +{ + return std::numeric_limits<uint64_t>::max(); +} +#endif // defined(__aarch64__) +} + +static const DepthwiseImplementation<uint8_t, int8_t, uint8_t, Requantize32> depthwise_u8q_methods[] = { +#if defined(__aarch64__) +#if defined(ARM_COMPUTE_ENABLE_SVE) +#if defined(ARM_COMPUTE_ENABLE_SME2) + { + DepthwiseMethod::PLANAR, + "sme2_u8s8u8q_planar_3x3_s1_4rows_dot_za", + constraint<Requantize32>(cpu_has_sme, cpu_has_sme2, + is_supported<sme2_u8s8u8q_planar_3x3_s1_4rows_dot_za>, + has_no_channel_multiplier, + qp_has_no_left_shift), + nullptr, + [] (const DepthwiseArgs &args, const Requantize32 &qp) -> DepthwiseCommon<uint8_t, int8_t, uint8_t> * { + auto strat = new sme2_u8s8u8q_planar_3x3_s1_4rows_dot_za(args.cpu_info); + return new DepthwisePlanar<uint8_t, int8_t>(strat, args, qp); + }, + }, + { + DepthwiseMethod::PLANAR, + "sme2_u8s8u8q_planar_3x3_s2_4rows_dot_za", + constraint<Requantize32>(cpu_has_sme, cpu_has_sme2, + is_supported<sme2_u8s8u8q_planar_3x3_s2_4rows_dot_za>, + has_no_channel_multiplier, + qp_has_no_left_shift), + nullptr, + [] (const DepthwiseArgs &args, const Requantize32 &qp) -> DepthwiseCommon<uint8_t, int8_t, uint8_t> * { + auto strat = new sme2_u8s8u8q_planar_3x3_s2_4rows_dot_za(args.cpu_info); + return new DepthwisePlanar<uint8_t, int8_t>(strat, args, qp); + }, + }, + { + DepthwiseMethod::PLANAR, + "sme2_u8s8u8q_planar_5x5_s1_4rows_dot_za", + constraint<Requantize32>(cpu_has_sme, cpu_has_sme2, + is_supported<sme2_u8s8u8q_planar_5x5_s1_4rows_dot_za>, + has_no_channel_multiplier, + qp_has_no_left_shift), + nullptr, + [] (const DepthwiseArgs &args, const Requantize32 &qp) -> DepthwiseCommon<uint8_t, int8_t, uint8_t> * { + auto strat = new sme2_u8s8u8q_planar_5x5_s1_4rows_dot_za(args.cpu_info); + return new DepthwisePlanar<uint8_t, int8_t>(strat, args, qp); + }, + }, + { + DepthwiseMethod::PLANAR, + "sme2_u8s8u8q_planar_5x5_s2_4rows_dot_za", + constraint<Requantize32>(cpu_has_sme, cpu_has_sme2, + is_supported<sme2_u8s8u8q_planar_5x5_s2_4rows_dot_za>, + has_no_channel_multiplier, + qp_has_no_left_shift), + nullptr, + [] (const DepthwiseArgs &args, const Requantize32 &qp) -> DepthwiseCommon<uint8_t, int8_t, uint8_t> * { + auto strat = new sme2_u8s8u8q_planar_5x5_s2_4rows_dot_za(args.cpu_info); + return new DepthwisePlanar<uint8_t, int8_t>(strat, args, qp); + }, + }, +#endif // defined(ARM_COMPUTE_ENABLE_SME2) + { + DepthwiseMethod::DEPTHFIRST, + "sve_u8s8u8q_nhwc_3x3_s1_output2x2_mla_depthfirst", + constraint<Requantize32>(is_supported<sve_u8s8u8q_nhwc_3x3_s1_output2x2_mla_depthfirst>, + qp_has_no_left_shift, + cpu_has_sve2), + nullptr, + [] (const DepthwiseArgs &args, const Requantize32 &qp) -> DepthwiseCommon<uint8_t, int8_t, uint8_t> * { + auto strat = new sve_u8s8u8q_nhwc_3x3_s1_output2x2_mla_depthfirst(args.cpu_info); + return new DepthwiseDepthfirst<uint8_t, int8_t>(strat, args, qp); + }, + }, + { + DepthwiseMethod::DEPTHFIRST, + "sve_u8s8u8q_nhwc_3x3_s2_output2x2_mla_depthfirst", + constraint<Requantize32>(is_supported<sve_u8s8u8q_nhwc_3x3_s2_output2x2_mla_depthfirst>, + qp_has_no_left_shift, + cpu_has_sve2), + nullptr, + [] (const DepthwiseArgs &args, const Requantize32 &qp) -> DepthwiseCommon<uint8_t, int8_t, uint8_t> * { + auto strat = new sve_u8s8u8q_nhwc_3x3_s2_output2x2_mla_depthfirst(args.cpu_info); + return new DepthwiseDepthfirst<uint8_t, int8_t>(strat, args, qp); + }, + }, + { + DepthwiseMethod::DEPTHFIRST, + "sve_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst", + constraint<Requantize32>(is_supported<sve_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst>, + qp_has_no_left_shift, + cpu_has_sve2), + nullptr, + [] (const DepthwiseArgs &args, const Requantize32 &qp) -> DepthwiseCommon<uint8_t, int8_t, uint8_t> * { + auto strat = new sve_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst(args.cpu_info); + return new DepthwiseDepthfirst<uint8_t, int8_t>(strat, args, qp); + }, + }, +#endif // defined(ARM_COMPUTE_ENABLE_SVE) + { + DepthwiseMethod::DEPTHFIRST, + "a64_u8s8u8q_nhwc_3x3_s1_output2x2_mla_depthfirst", + constraint<Requantize32>(is_supported<a64_u8s8u8q_nhwc_3x3_s1_output2x2_mla_depthfirst>, + qp_has_no_left_shift), + nullptr, + [] (const DepthwiseArgs &args, const Requantize32 &qp) -> DepthwiseCommon<uint8_t, int8_t, uint8_t> * { + auto strat = new a64_u8s8u8q_nhwc_3x3_s1_output2x2_mla_depthfirst(args.cpu_info); + return new DepthwiseDepthfirst<uint8_t, int8_t>(strat, args, qp); + }, + }, + { + DepthwiseMethod::DEPTHFIRST, + "a64_u8s8u8q_nhwc_3x3_s2_output2x2_mla_depthfirst", + constraint<Requantize32>(is_supported<a64_u8s8u8q_nhwc_3x3_s2_output2x2_mla_depthfirst>, + qp_has_no_left_shift), + nullptr, + [] (const DepthwiseArgs &args, const Requantize32 &qp) -> DepthwiseCommon<uint8_t, int8_t, uint8_t> * { + auto strat = new a64_u8s8u8q_nhwc_3x3_s2_output2x2_mla_depthfirst(args.cpu_info); + return new DepthwiseDepthfirst<uint8_t, int8_t>(strat, args, qp); + }, + }, + { + DepthwiseMethod::DEPTHFIRST, + "a64_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst", + constraint<Requantize32>(is_supported<a64_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst>, + qp_has_no_left_shift), + nullptr, + [] (const DepthwiseArgs &args, const Requantize32 &qp) -> DepthwiseCommon<uint8_t, int8_t, uint8_t> * { + auto strat = new a64_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst(args.cpu_info); + return new DepthwiseDepthfirst<uint8_t, int8_t>(strat, args, qp); + }, + }, + { + DepthwiseMethod::DEPTHFIRST, + "a64_u8s8u8q_nhwc_generic_output3x3_mla_depthfirst", + nullptr, + nullptr, + [] (const DepthwiseArgs &args, const Requantize32 &qp) -> DepthwiseCommon<uint8_t, int8_t, uint8_t> * { + auto kernel = new a64_u8s8u8q_nhwc_generic_output9_mla_depthfirst(args.cpu_info); + auto strat = new GenericDepthfirstStrategy<uint8_t, int8_t>(kernel, 3, 3, args); + return new DepthwiseDepthfirstGeneric<uint8_t, int8_t>(strat, args, qp); + }, + }, + { + DepthwiseMethod::DEPTHFIRST, + "a64_u8s8u8q_packed_to_nhwc_generic_with_multiplier_output2x8_mla_depthfirst", + constraint<Requantize32>(has_channel_multiplier), + not_preferred, + [] (const DepthwiseArgs &args, const Requantize32 &qp) -> DepthwiseCommon<uint8_t, int8_t, uint8_t> * { + auto kern = new a64_u8s8u8q_packed_to_nhwc_generic_with_multiplier_output2x8_mla_depthfirst(args.cpu_info); + auto strat = new GenericDepthfirstMultiplierStrategy<uint8_t, int8_t>(kern, args); + return new DepthwiseDepthfirstMultiplier<uint8_t, int8_t, uint8_t, int32_t, true>(strat, args, qp); + }, + }, +#endif // defined(__aarch64__) + { DepthwiseMethod::DEFAULT, "", nullptr, nullptr, nullptr }, // End of list +}; + +template <> +const DepthwiseImplementation<uint8_t, int8_t, uint8_t, Requantize32> *depthwise_implementation_list() +{ + return depthwise_u8q_methods; +} + +template UniqueDepthwiseCommon<uint8_t, int8_t, uint8_t> depthwise(const DepthwiseArgs &, const Requantize32 &); +template std::vector<KernelDescription> get_compatible_kernels<uint8_t, int8_t, uint8_t, Requantize32>(const DepthwiseArgs &, const Requantize32 &); + +} // namespace depthwise +} // namespace arm_conv |