diff options
Diffstat (limited to 'src/cpu/operators/CpuPool2d.cpp')
| -rw-r--r-- | src/cpu/operators/CpuPool2d.cpp | 35 |
1 files changed, 23 insertions, 12 deletions
diff --git a/src/cpu/operators/CpuPool2d.cpp b/src/cpu/operators/CpuPool2d.cpp index 722cd36ee5..b72bde6978 100644 --- a/src/cpu/operators/CpuPool2d.cpp +++ b/src/cpu/operators/CpuPool2d.cpp @@ -26,6 +26,7 @@ #include "arm_compute/core/ITensor.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/runtime/NEON/NEScheduler.h" + #include "src/common/utils/Log.h" #include "src/cpu/kernels/CpuPool2dKernel.h" #include "src/cpu/kernels/internal/CpuPool2dAssemblyWrapperKernel.h" @@ -53,7 +54,8 @@ void CpuPool2d::configure(ITensorInfo *src, ITensorInfo *dst, const PoolingLayer ARM_COMPUTE_LOG_PARAMS(src, dst, pool_info, indices); // Check if we can run assembly kernels. Currently, indices are not supported by those kernels - const bool run_optimised = bool(kernels::CpuPool2dAssemblyWrapperKernel::validate(src, dst, pool_info)) && (indices == nullptr); + const bool run_optimised = + bool(kernels::CpuPool2dAssemblyWrapperKernel::validate(src, dst, pool_info)) && (indices == nullptr); // Get data layout _data_layout = pool_info.data_layout == DataLayout::UNKNOWN ? src->data_layout() : pool_info.data_layout; @@ -61,10 +63,11 @@ void CpuPool2d::configure(ITensorInfo *src, ITensorInfo *dst, const PoolingLayer // Check if we have Global Pooling Layer const unsigned int idx_width = get_data_layout_dimension_index(_data_layout, DataLayoutDimension::WIDTH); const unsigned int idx_height = get_data_layout_dimension_index(_data_layout, DataLayoutDimension::HEIGHT); - _is_global_pooling_layer = (src->dimension(idx_width) == pool_info.pool_size.width) && (src->dimension(idx_height) == pool_info.pool_size.height); - _use_kernel_indices = pool_info.use_kernel_indices; + _is_global_pooling_layer = (src->dimension(idx_width) == pool_info.pool_size.width) && + (src->dimension(idx_height) == pool_info.pool_size.height); + _use_kernel_indices = pool_info.use_kernel_indices; - if(run_optimised) + if (run_optimised) { const CPUInfo &ci = NEScheduler::get().cpu_info(); const unsigned int num_threads = NEScheduler::get().num_threads(); @@ -76,7 +79,7 @@ void CpuPool2d::configure(ITensorInfo *src, ITensorInfo *dst, const PoolingLayer // Get kernel's memory requirements constexpr size_t alignment = 4096; const size_t workspace_size = pooling_wrapper->get_working_size(num_threads); - _aux_mem[0] = MemoryInfo(TensorType::ACL_INT_0, MemoryLifetime::Temporary, workspace_size, alignment); + _aux_mem[0] = MemoryInfo(TensorType::ACL_INT_0, MemoryLifetime::Temporary, workspace_size, alignment); _asm_glue = std::move(pooling_wrapper); } @@ -89,11 +92,15 @@ void CpuPool2d::configure(ITensorInfo *src, ITensorInfo *dst, const PoolingLayer } } -Status CpuPool2d::validate(const ITensorInfo *src, const ITensorInfo *dst, const PoolingLayerInfo &pool_info, const ITensorInfo *indices) +Status CpuPool2d::validate(const ITensorInfo *src, + const ITensorInfo *dst, + const PoolingLayerInfo &pool_info, + const ITensorInfo *indices) { - const bool run_optimised = bool(kernels::CpuPool2dAssemblyWrapperKernel::validate(src, dst, pool_info)) && (indices == nullptr); + const bool run_optimised = + bool(kernels::CpuPool2dAssemblyWrapperKernel::validate(src, dst, pool_info)) && (indices == nullptr); - if(run_optimised) + if (run_optimised) { return Status{}; } @@ -105,20 +112,24 @@ void CpuPool2d::run(ITensorPack &tensors) { ARM_COMPUTE_ERROR_ON_MSG(tensors.empty(), "No tensors provided"); - if(_asm_glue) + if (_asm_glue) { const auto hints = (_is_global_pooling_layer) ? Window::DimX : Window::DimY; NEScheduler::get().schedule_op(_asm_glue.get(), hints, _asm_glue->window(), tensors); } else { - switch(_data_layout) + switch (_data_layout) { case DataLayout::NCHW: - NEScheduler::get().schedule_op(_pooling_layer_kernel.get(), _is_global_pooling_layer ? Window::DimZ : Window::DimY, _pooling_layer_kernel->window(), tensors); + NEScheduler::get().schedule_op(_pooling_layer_kernel.get(), + _is_global_pooling_layer ? Window::DimZ : Window::DimY, + _pooling_layer_kernel->window(), tensors); break; case DataLayout::NHWC: - NEScheduler::get().schedule_op(_pooling_layer_kernel.get(), (_use_kernel_indices ? Window::DimY : Window::DimX), _pooling_layer_kernel->window(), tensors); + NEScheduler::get().schedule_op(_pooling_layer_kernel.get(), + (_use_kernel_indices ? Window::DimY : Window::DimX), + _pooling_layer_kernel->window(), tensors); break; default: ARM_COMPUTE_ERROR("Data layout not supported"); |