diff options
Diffstat (limited to 'src/core/utils/AssemblyUtils.cpp')
| -rw-r--r-- | src/core/utils/AssemblyUtils.cpp | 310 |
1 files changed, 310 insertions, 0 deletions
diff --git a/src/core/utils/AssemblyUtils.cpp b/src/core/utils/AssemblyUtils.cpp new file mode 100644 index 0000000000..d97ea42091 --- /dev/null +++ b/src/core/utils/AssemblyUtils.cpp @@ -0,0 +1,310 @@ +/* + * 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 |