diff options
Diffstat (limited to 'src/cpu/kernels/CpuMaxUnpoolingLayerKernel.cpp')
| -rw-r--r-- | src/cpu/kernels/CpuMaxUnpoolingLayerKernel.cpp | 75 |
1 files changed, 38 insertions, 37 deletions
diff --git a/src/cpu/kernels/CpuMaxUnpoolingLayerKernel.cpp b/src/cpu/kernels/CpuMaxUnpoolingLayerKernel.cpp index 7d077c75bf..bcaa76b99b 100644 --- a/src/cpu/kernels/CpuMaxUnpoolingLayerKernel.cpp +++ b/src/cpu/kernels/CpuMaxUnpoolingLayerKernel.cpp @@ -24,11 +24,12 @@ #include "src/cpu/kernels/CpuMaxUnpoolingLayerKernel.h" #include "arm_compute/core/TensorInfo.h" +#include "arm_compute/core/utils/misc/ShapeCalculator.h" #include "arm_compute/core/Validate.h" #include "arm_compute/core/Window.h" -#include "arm_compute/core/utils/misc/ShapeCalculator.h" -#include "src/core/CPP/Validate.h" + #include "src/core/common/Registrars.h" +#include "src/core/CPP/Validate.h" #include "src/core/helpers/AutoConfiguration.h" #include "src/core/helpers/WindowHelpers.h" #include "src/cpu/kernels/maxunpool/list.h" @@ -43,50 +44,43 @@ using namespace misc::shape_calculator; namespace { -static const std::vector<CpuMaxUnpoolingLayerKernel::MaxUnpoolingKernel> available_kernels = -{ - { - "neon_fp32_maxunpooling", - [](const DataTypeISASelectorData & data) { return data.dt == DataType::F32; }, - REGISTER_FP32_NEON(neon_fp32_maxunpooling) - }, - { - "neon_fp16_maxunpooling", - [](const DataTypeISASelectorData & data) { return data.dt == DataType::F16 && data.isa.fp16; }, - REGISTER_FP16_NEON(neon_fp16_maxunpooling) - }, - { - "neon_qu8_maxunpooling", - [](const DataTypeISASelectorData & data) { return data.dt == DataType::QASYMM8; }, - REGISTER_QASYMM8_NEON(neon_qs8_maxunpooling) - }, - { - "neon_qs8_maxunpooling", - [](const DataTypeISASelectorData & data) { return data.dt == DataType::QASYMM8_SIGNED; }, - REGISTER_QASYMM8_SIGNED_NEON(neon_qu8_maxunpooling) - }, +static const std::vector<CpuMaxUnpoolingLayerKernel::MaxUnpoolingKernel> available_kernels = { + {"neon_fp32_maxunpooling", [](const DataTypeISASelectorData &data) { return data.dt == DataType::F32; }, + REGISTER_FP32_NEON(neon_fp32_maxunpooling)}, + {"neon_fp16_maxunpooling", + [](const DataTypeISASelectorData &data) { return data.dt == DataType::F16 && data.isa.fp16; }, + REGISTER_FP16_NEON(neon_fp16_maxunpooling)}, + {"neon_qu8_maxunpooling", [](const DataTypeISASelectorData &data) { return data.dt == DataType::QASYMM8; }, + REGISTER_QASYMM8_NEON(neon_qs8_maxunpooling)}, + {"neon_qs8_maxunpooling", [](const DataTypeISASelectorData &data) { return data.dt == DataType::QASYMM8_SIGNED; }, + REGISTER_QASYMM8_SIGNED_NEON(neon_qu8_maxunpooling)}, }; -Status validate_arguments(const ITensorInfo *src, const ITensorInfo *indices, const ITensorInfo *dst, const PoolingLayerInfo &pool_info) +Status validate_arguments(const ITensorInfo *src, + const ITensorInfo *indices, + const ITensorInfo *dst, + const PoolingLayerInfo &pool_info) { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, indices, dst); ARM_COMPUTE_RETURN_ERROR_ON_CPU_F16_UNSUPPORTED(src); - ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(src, 1, DataType::QASYMM8, DataType::QASYMM8_SIGNED, DataType::F16, DataType::F32); + ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(src, 1, DataType::QASYMM8, DataType::QASYMM8_SIGNED, + DataType::F16, DataType::F32); ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(indices, 1, DataType::U32); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(src, indices); - int pool_stride_x = 0; - int pool_stride_y = 0; - PoolingType pool_type = pool_info.pool_type; - const PadStrideInfo pad_stride_info = pool_info.pad_stride_info; + int pool_stride_x = 0; + int pool_stride_y = 0; + PoolingType pool_type = pool_info.pool_type; + const PadStrideInfo pad_stride_info = pool_info.pad_stride_info; std::tie(pool_stride_x, pool_stride_y) = pad_stride_info.stride(); - const int pool_size_x = pool_info.pool_size.width; - const int pool_size_y = pool_info.pool_size.height; + const int pool_size_x = pool_info.pool_size.width; + const int pool_size_y = pool_info.pool_size.height; const Size2D pool_size(pool_size_x, pool_size_y); - ARM_COMPUTE_RETURN_ERROR_ON_MSG(pool_type != PoolingType::MAX, "Pooling indices only supported for MAX pooling method"); + ARM_COMPUTE_RETURN_ERROR_ON_MSG(pool_type != PoolingType::MAX, + "Pooling indices only supported for MAX pooling method"); ARM_COMPUTE_RETURN_ERROR_ON_MSG((pool_size != Size2D(2, 2)), "Pooling indices only supported for pool size 2x2"); - if(dst->total_size() != 0) + if (dst->total_size() != 0) { ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, dst); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_LAYOUT(src, dst); @@ -96,13 +90,17 @@ Status validate_arguments(const ITensorInfo *src, const ITensorInfo *indices, co } } // namespace -void CpuMaxUnpoolingLayerKernel::configure(const ITensorInfo *src, const ITensorInfo *indices, ITensorInfo *dst, const PoolingLayerInfo &pool_info) +void CpuMaxUnpoolingLayerKernel::configure(const ITensorInfo *src, + const ITensorInfo *indices, + ITensorInfo *dst, + const PoolingLayerInfo &pool_info) { ARM_COMPUTE_ERROR_ON_NULLPTR(src, dst, indices); ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src, indices, dst, pool_info)); ARM_COMPUTE_UNUSED(indices); - const auto uk = CpuMaxUnpoolingLayerKernel::get_implementation(DataTypeISASelectorData{ src->data_type(), CPUInfo::get().get_isa() }); + const auto uk = CpuMaxUnpoolingLayerKernel::get_implementation( + DataTypeISASelectorData{src->data_type(), CPUInfo::get().get_isa()}); ARM_COMPUTE_ERROR_ON_NULLPTR(uk); _run_method = uk->ukernel; @@ -113,7 +111,10 @@ void CpuMaxUnpoolingLayerKernel::configure(const ITensorInfo *src, const ITensor ICpuKernel::configure(window); } -Status CpuMaxUnpoolingLayerKernel::validate(const ITensorInfo *src, const ITensorInfo *indices, const ITensorInfo *dst, const PoolingLayerInfo &pool_info) +Status CpuMaxUnpoolingLayerKernel::validate(const ITensorInfo *src, + const ITensorInfo *indices, + const ITensorInfo *dst, + const PoolingLayerInfo &pool_info) { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, indices, dst); ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(src, indices, dst, pool_info)); |