| /* |
| * 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 "src/core/utils/AssemblyUtils.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 |