diff options
Diffstat (limited to 'src/core/NEON/kernels/arm_conv/pooling/pooling_fp32.cpp')
-rw-r--r-- | src/core/NEON/kernels/arm_conv/pooling/pooling_fp32.cpp | 225 |
1 files changed, 225 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_conv/pooling/pooling_fp32.cpp b/src/core/NEON/kernels/arm_conv/pooling/pooling_fp32.cpp new file mode 100644 index 0000000000..99d106583e --- /dev/null +++ b/src/core/NEON/kernels/arm_conv/pooling/pooling_fp32.cpp @@ -0,0 +1,225 @@ +/* + * Copyright (c) 2021-2022 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 "pooling_implementation.hpp" +#include "pooling_depthfirst.hpp" +#include "pooling_depthfirst_generic.hpp" + +#include "kernels/cpp_nhwc_1x1_stride_any_depthfirst.hpp" +#if defined(__aarch64__) +#if defined(ARM_COMPUTE_ENABLE_SME) +#include "kernels/sme_fp32_nhwc_max_2x2_s1_output2x2_depthfirst.hpp" +#include "kernels/sme_fp32_nhwc_avg_3x3_s1_output2x2_depthfirst.hpp" +#include "kernels/sme_fp32_nhwc_avg_generic_depthfirst.hpp" +#include "kernels/sme_fp32_nhwc_max_generic_depthfirst.hpp" +#endif // defined(ARM_COMPUTE_ENABLE_SME) +#if defined(ARM_COMPUTE_ENABLE_SVE) +#include "kernels/sve_fp32_nhwc_max_2x2_s1_output2x2_depthfirst.hpp" +#include "kernels/sve_fp32_nhwc_avg_3x3_s1_output2x2_depthfirst.hpp" +#include "kernels/sve_fp32_nhwc_avg_generic_depthfirst.hpp" +#include "kernels/sve_fp32_nhwc_max_generic_depthfirst.hpp" +#endif // defined(ARM_COMPUTE_ENABLE_SVE) +#include "kernels/a64_fp32_nhwc_max_2x2_s1_output2x2_depthfirst.hpp" +#include "kernels/a64_fp32_nhwc_avg_3x3_s1_output2x2_depthfirst.hpp" +#include "kernels/a64_fp32_nhwc_avg_generic_depthfirst.hpp" +#include "kernels/a64_fp32_nhwc_max_generic_depthfirst.hpp" +#endif // defined(__aarch64__) + +namespace arm_conv { +namespace pooling { + +static const PoolingImplementation<float, float> pooling_fp32_methods[] = { + { + PoolingMethod::DEPTHFIRST, + "cpp_fp32_nhwc_1x1_stride_any_depthfirst", + [] (const PoolingArgs &args, const Nothing &) -> bool { + return args.pool_window.rows == 1 && args.pool_window.cols == 1; + }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new cpp_nhwc_1x1_stride_any_depthfirst<float>(args.cpu_info); + return new PoolingDepthfirstGeneric<float, float, Nothing>(strat, args); + }, + }, +#if defined(__aarch64__) +#if defined(ARM_COMPUTE_ENABLE_SME) + { + PoolingMethod::DEPTHFIRST, + "sme_fp32_nhwc_max_2x2_s1_output2x2_depthfirst", + [] (const PoolingArgs &args, const Nothing &os) -> bool { + return args.cpu_info->has_sme() && + is_supported<sme_fp32_nhwc_max_2x2_s1_output2x2_depthfirst>(args, os); + }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new sme_fp32_nhwc_max_2x2_s1_output2x2_depthfirst(args.cpu_info); + return new PoolingDepthfirst<float>(strat, args); + }, + }, + { + PoolingMethod::DEPTHFIRST, + "sme_fp32_nhwc_avg_3x3_s1_output2x2_depthfirst", + [] (const PoolingArgs &args, const Nothing &os) -> bool { + return args.cpu_info->has_sme() && + is_supported<sme_fp32_nhwc_avg_3x3_s1_output2x2_depthfirst>(args, os); + }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new sme_fp32_nhwc_avg_3x3_s1_output2x2_depthfirst(args.cpu_info); + return new PoolingDepthfirst<float>(strat, args); + }, + }, + { + PoolingMethod::DEPTHFIRST, + "sme_fp32_nhwc_avg_generic_depthfirst", + [] (const PoolingArgs &args, const Nothing &) -> bool { + return args.cpu_info->has_sme() && args.pool_type == PoolingType::AVERAGE; + }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new sme_fp32_nhwc_avg_generic_depthfirst(args.cpu_info); + return new PoolingDepthfirstGeneric<float>(strat, args); + }, + }, + { + PoolingMethod::DEPTHFIRST, + "sme_fp32_nhwc_max_generic_depthfirst", + [] (const PoolingArgs &args, const Nothing &) -> bool { + return args.cpu_info->has_sme() && args.pool_type == PoolingType::MAX; + }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new sme_fp32_nhwc_max_generic_depthfirst(args.cpu_info); + return new PoolingDepthfirstGeneric<float>(strat, args); + }, + }, +#endif // defined(ARM_COMPUTE_ENABLE_SME) +#if defined(ARM_COMPUTE_ENABLE_SVE) + { + PoolingMethod::DEPTHFIRST, + "sve_fp32_nhwc_max_2x2_s1_output2x2_depthfirst", + [] (const PoolingArgs &args, const Nothing &os) -> bool { + return args.cpu_info->has_sve() && + is_supported<sve_fp32_nhwc_max_2x2_s1_output2x2_depthfirst>(args, os); + }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new sve_fp32_nhwc_max_2x2_s1_output2x2_depthfirst(args.cpu_info); + return new PoolingDepthfirst<float>(strat, args); + }, + }, + { + PoolingMethod::DEPTHFIRST, + "sve_fp32_nhwc_avg_3x3_s1_output2x2_depthfirst", + [] (const PoolingArgs &args, const Nothing &os) -> bool { + return args.cpu_info->has_sve() && + is_supported<sve_fp32_nhwc_avg_3x3_s1_output2x2_depthfirst>(args, os); + }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new sve_fp32_nhwc_avg_3x3_s1_output2x2_depthfirst(args.cpu_info); + return new PoolingDepthfirst<float>(strat, args); + }, + }, + { + PoolingMethod::DEPTHFIRST, + "sve_fp32_nhwc_avg_generic_depthfirst", + [] (const PoolingArgs &args, const Nothing &) -> bool { + return args.cpu_info->has_sve() && args.pool_type == PoolingType::AVERAGE; + }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new sve_fp32_nhwc_avg_generic_depthfirst(args.cpu_info); + return new PoolingDepthfirstGeneric<float>(strat, args); + }, + }, + { + PoolingMethod::DEPTHFIRST, + "sve_fp32_nhwc_max_generic_depthfirst", + [] (const PoolingArgs &args, const Nothing &) -> bool { + return args.cpu_info->has_sve() && args.pool_type == PoolingType::MAX; + }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new sve_fp32_nhwc_max_generic_depthfirst(args.cpu_info); + return new PoolingDepthfirstGeneric<float>(strat, args); + }, + }, +#endif // defined(ARM_COMPUTE_ENABLE_SVE) + { + PoolingMethod::DEPTHFIRST, + "a64_fp32_nhwc_max_2x2_s1_output2x2_depthfirst", + is_supported<a64_fp32_nhwc_max_2x2_s1_output2x2_depthfirst>, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new a64_fp32_nhwc_max_2x2_s1_output2x2_depthfirst(args.cpu_info); + return new PoolingDepthfirst<float>(strat, args); + }, + }, + { + PoolingMethod::DEPTHFIRST, + "a64_fp32_nhwc_avg_3x3_s1_output2x2_depthfirst", + is_supported<a64_fp32_nhwc_avg_3x3_s1_output2x2_depthfirst>, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new a64_fp32_nhwc_avg_3x3_s1_output2x2_depthfirst(args.cpu_info); + return new PoolingDepthfirst<float>(strat, args); + }, + }, + { + PoolingMethod::DEPTHFIRST, + "a64_fp32_nhwc_avg_generic_depthfirst", + [] (const PoolingArgs &args, const Nothing &) -> bool { return args.pool_type == PoolingType::AVERAGE; }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new a64_fp32_nhwc_avg_generic_depthfirst(args.cpu_info); + return new PoolingDepthfirstGeneric<float>(strat, args); + }, + }, + { + PoolingMethod::DEPTHFIRST, + "a64_fp32_nhwc_max_generic_depthfirst", + [] (const PoolingArgs &args, const Nothing &) -> bool { return args.pool_type == PoolingType::MAX; }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<float, float> * { + auto strat = new a64_fp32_nhwc_max_generic_depthfirst(args.cpu_info); + return new PoolingDepthfirstGeneric<float>(strat, args); + }, + }, +#endif // defined(__aarch64__) + { PoolingMethod::DEFAULT, "", nullptr, nullptr, nullptr }, // End of list +}; + +template <> +const PoolingImplementation<float, float> *pooling_implementation_list() +{ + return pooling_fp32_methods; +} + +template UniquePoolingCommon<float, float> pooling(const PoolingArgs &, const Nothing &); + +} // namespace pooling +} // namespace arm_conv |