/* * 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 "src/core/utils/AssemblyUtils.h" #include "arm_compute/function_info/ActivationLayerInfo.h" namespace arm_compute { namespace assembly_utils { arm_gemm::Activation map_to_arm_gemm_activation(const ActivationLayerInfo &act) { arm_gemm::Activation gemm_act; // Early exit in case lower bound is other than 0, as it's not yet supported if (act.b() != 0.f) { return gemm_act; } switch (act.activation()) { case ActivationLayerInfo::ActivationFunction::RELU: gemm_act.type = arm_gemm::Activation::Type::ReLU; break; case ActivationLayerInfo::ActivationFunction::BOUNDED_RELU: gemm_act.type = arm_gemm::Activation::Type::BoundedReLU; gemm_act.param1 = act.a(); gemm_act.param2 = 0.f; break; case ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU: gemm_act.type = arm_gemm::Activation::Type::BoundedReLU; gemm_act.param1 = act.a(); gemm_act.param2 = act.b(); break; default: gemm_act.type = arm_gemm::Activation::Type::None; } return gemm_act; } arm_conv::PaddingValues map_to_arm_conv_padding(const PadStrideInfo &pad_stride_info) { return arm_conv::PaddingValues{pad_stride_info.pad_left(), pad_stride_info.pad_top(), pad_stride_info.pad_right(), pad_stride_info.pad_bottom()}; } arm_gemm::WeightFormat map_to_arm_gemm_weight_format(const arm_compute::WeightFormat &weight_format) { arm_gemm::WeightFormat gemm_weight_fromat; switch (weight_format) { case arm_compute::WeightFormat::UNSPECIFIED: gemm_weight_fromat = arm_gemm::WeightFormat::UNSPECIFIED; break; case arm_compute::WeightFormat::ANY: gemm_weight_fromat = arm_gemm::WeightFormat::ANY; break; case arm_compute::WeightFormat::OHWI: gemm_weight_fromat = arm_gemm::WeightFormat::OHWI; break; case arm_compute::WeightFormat::OHWIo2: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo2; break; case arm_compute::WeightFormat::OHWIo4: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo4; break; case arm_compute::WeightFormat::OHWIo8: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo8; break; case arm_compute::WeightFormat::OHWIo16: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo16; break; case arm_compute::WeightFormat::OHWIo32: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo32; break; case arm_compute::WeightFormat::OHWIo64: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo64; break; case arm_compute::WeightFormat::OHWIo128: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo128; break; case arm_compute::WeightFormat::OHWIo4i2: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo4i2; break; case arm_compute::WeightFormat::OHWIo4i2_bf16: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo4i2_bf16; break; case arm_compute::WeightFormat::OHWIo8i2: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo8i2; break; case arm_compute::WeightFormat::OHWIo8i2_bf16: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo8i2_bf16; break; case arm_compute::WeightFormat::OHWIo16i2: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo16i2; break; case arm_compute::WeightFormat::OHWIo16i2_bf16: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo16i2_bf16; break; case arm_compute::WeightFormat::OHWIo32i2: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo32i2; break; case arm_compute::WeightFormat::OHWIo32i2_bf16: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo32i2_bf16; break; case arm_compute::WeightFormat::OHWIo64i2: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo64i2; break; case arm_compute::WeightFormat::OHWIo64i2_bf16: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo64i2_bf16; break; case arm_compute::WeightFormat::OHWIo4i4: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo4i4; break; case arm_compute::WeightFormat::OHWIo4i4_bf16: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo4i4_bf16; break; case arm_compute::WeightFormat::OHWIo8i4: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo8i4; break; case arm_compute::WeightFormat::OHWIo8i4_bf16: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo8i4_bf16; break; case arm_compute::WeightFormat::OHWIo16i4: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo16i4; break; case arm_compute::WeightFormat::OHWIo16i4_bf16: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo16i4_bf16; break; case arm_compute::WeightFormat::OHWIo32i4: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo32i4; break; case arm_compute::WeightFormat::OHWIo32i4_bf16: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo32i4_bf16; break; case arm_compute::WeightFormat::OHWIo64i4: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo64i4; break; case arm_compute::WeightFormat::OHWIo64i4_bf16: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo64i4_bf16; break; case arm_compute::WeightFormat::OHWIo2i8: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo2i8; break; case arm_compute::WeightFormat::OHWIo4i8: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo4i8; break; case arm_compute::WeightFormat::OHWIo8i8: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo8i8; break; case arm_compute::WeightFormat::OHWIo16i8: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo16i8; break; case arm_compute::WeightFormat::OHWIo32i8: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo32i8; break; case arm_compute::WeightFormat::OHWIo64i8: gemm_weight_fromat = arm_gemm::WeightFormat::OHWIo64i8; break; default: gemm_weight_fromat = arm_gemm::WeightFormat::UNSPECIFIED; } return gemm_weight_fromat; } arm_compute::WeightFormat map_to_arm_compute_weight_format(const arm_gemm::WeightFormat &weight_format) { arm_compute::WeightFormat acl_weight_fromat; switch (weight_format) { case arm_gemm::WeightFormat::UNSPECIFIED: acl_weight_fromat = arm_compute::WeightFormat::UNSPECIFIED; break; case arm_gemm::WeightFormat::ANY: acl_weight_fromat = arm_compute::WeightFormat::ANY; break; case arm_gemm::WeightFormat::OHWI: acl_weight_fromat = arm_compute::WeightFormat::OHWI; break; case arm_gemm::WeightFormat::OHWIo2: acl_weight_fromat = arm_compute::WeightFormat::OHWIo2; break; case arm_gemm::WeightFormat::OHWIo4: acl_weight_fromat = arm_compute::WeightFormat::OHWIo4; break; case arm_gemm::WeightFormat::OHWIo8: acl_weight_fromat = arm_compute::WeightFormat::OHWIo8; break; case arm_gemm::WeightFormat::OHWIo16: acl_weight_fromat = arm_compute::WeightFormat::OHWIo16; break; case arm_gemm::WeightFormat::OHWIo32: acl_weight_fromat = arm_compute::WeightFormat::OHWIo32; break; case arm_gemm::WeightFormat::OHWIo64: acl_weight_fromat = arm_compute::WeightFormat::OHWIo64; break; case arm_gemm::WeightFormat::OHWIo128: acl_weight_fromat = arm_compute::WeightFormat::OHWIo128; break; case arm_gemm::WeightFormat::OHWIo4i2: acl_weight_fromat = arm_compute::WeightFormat::OHWIo4i2; break; case arm_gemm::WeightFormat::OHWIo4i2_bf16: acl_weight_fromat = arm_compute::WeightFormat::OHWIo4i2_bf16; break; case arm_gemm::WeightFormat::OHWIo8i2: acl_weight_fromat = arm_compute::WeightFormat::OHWIo8i2; break; case arm_gemm::WeightFormat::OHWIo8i2_bf16: acl_weight_fromat = arm_compute::WeightFormat::OHWIo8i2_bf16; break; case arm_gemm::WeightFormat::OHWIo16i2: acl_weight_fromat = arm_compute::WeightFormat::OHWIo16i2; break; case arm_gemm::WeightFormat::OHWIo16i2_bf16: acl_weight_fromat = arm_compute::WeightFormat::OHWIo16i2_bf16; break; case arm_gemm::WeightFormat::OHWIo32i2: acl_weight_fromat = arm_compute::WeightFormat::OHWIo32i2; break; case arm_gemm::WeightFormat::OHWIo32i2_bf16: acl_weight_fromat = arm_compute::WeightFormat::OHWIo32i2_bf16; break; case arm_gemm::WeightFormat::OHWIo64i2: acl_weight_fromat = arm_compute::WeightFormat::OHWIo64i2; break; case arm_gemm::WeightFormat::OHWIo64i2_bf16: acl_weight_fromat = arm_compute::WeightFormat::OHWIo64i2_bf16; break; case arm_gemm::WeightFormat::OHWIo4i4: acl_weight_fromat = arm_compute::WeightFormat::OHWIo4i4; break; case arm_gemm::WeightFormat::OHWIo4i4_bf16: acl_weight_fromat = arm_compute::WeightFormat::OHWIo4i4_bf16; break; case arm_gemm::WeightFormat::OHWIo8i4: acl_weight_fromat = arm_compute::WeightFormat::OHWIo8i4; break; case arm_gemm::WeightFormat::OHWIo8i4_bf16: acl_weight_fromat = arm_compute::WeightFormat::OHWIo8i4_bf16; break; case arm_gemm::WeightFormat::OHWIo16i4: acl_weight_fromat = arm_compute::WeightFormat::OHWIo16i4; break; case arm_gemm::WeightFormat::OHWIo16i4_bf16: acl_weight_fromat = arm_compute::WeightFormat::OHWIo16i4_bf16; break; case arm_gemm::WeightFormat::OHWIo32i4: acl_weight_fromat = arm_compute::WeightFormat::OHWIo32i4; break; case arm_gemm::WeightFormat::OHWIo32i4_bf16: acl_weight_fromat = arm_compute::WeightFormat::OHWIo32i4_bf16; break; case arm_gemm::WeightFormat::OHWIo64i4: acl_weight_fromat = arm_compute::WeightFormat::OHWIo64i4; break; case arm_gemm::WeightFormat::OHWIo64i4_bf16: acl_weight_fromat = arm_compute::WeightFormat::OHWIo64i4_bf16; break; case arm_gemm::WeightFormat::OHWIo2i8: acl_weight_fromat = arm_compute::WeightFormat::OHWIo2i8; break; case arm_gemm::WeightFormat::OHWIo4i8: acl_weight_fromat = arm_compute::WeightFormat::OHWIo4i8; break; case arm_gemm::WeightFormat::OHWIo8i8: acl_weight_fromat = arm_compute::WeightFormat::OHWIo8i8; break; case arm_gemm::WeightFormat::OHWIo16i8: acl_weight_fromat = arm_compute::WeightFormat::OHWIo16i8; break; case arm_gemm::WeightFormat::OHWIo32i8: acl_weight_fromat = arm_compute::WeightFormat::OHWIo32i8; break; case arm_gemm::WeightFormat::OHWIo64i8: acl_weight_fromat = arm_compute::WeightFormat::OHWIo64i8; break; default: acl_weight_fromat = arm_compute::WeightFormat::UNSPECIFIED; } return acl_weight_fromat; } } // namespace assembly_utils } // namespace arm_compute