diff options
Diffstat (limited to 'src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwActivation.cpp')
-rw-r--r-- | src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwActivation.cpp | 34 |
1 files changed, 19 insertions, 15 deletions
diff --git a/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwActivation.cpp b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwActivation.cpp index c07fac0e0d..c3b1b3c8bc 100644 --- a/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwActivation.cpp +++ b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwActivation.cpp @@ -24,16 +24,18 @@ #include "GpuCkwActivation.h" #include "arm_compute/core/Error.h" -#include "arm_compute/core/Validate.h" #include "arm_compute/core/utils/helpers/AdjustVecSize.h" +#include "arm_compute/core/Validate.h" #include "ckw/TensorTileSampler.h" + #include "src/core/helpers/WindowHelpers.h" -#include "src/dynamic_fusion/sketch/gpu/GpuKernelArgument.h" -#include "src/dynamic_fusion/sketch/gpu/GpuKernelComponentGroup.h" +#include "src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/WriterHelper.h" #include "src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwKernelWriter.h" #include "src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwScopedKernelWriter.h" #include "src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwVariableTable.h" -#include "src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/WriterHelper.h" +#include "src/dynamic_fusion/sketch/gpu/GpuKernelArgument.h" +#include "src/dynamic_fusion/sketch/gpu/GpuKernelComponentGroup.h" + #include <string> using namespace ckw; @@ -87,24 +89,25 @@ inline TensorTileSampler create_sampler(GpuCkwScopedKernelWriter &writer, int32_ GpuCkwActivation::GpuCkwActivation(ComponentId id, const ArgumentPack<ITensorInfo> &tensors, const Attributes &attributes) - : IGpuCkwComponentDriver{ id, tensors }, - _src{}, - _dst{}, - _attributes{ attributes } + : IGpuCkwComponentDriver{id, tensors}, _src{}, _dst{}, _attributes{attributes} { _src = this->tensors().get_const_tensor(TensorType::ACL_SRC_0); _dst = this->tensors().get_const_tensor(TensorType::ACL_DST_0); ARM_COMPUTE_ERROR_ON_NULLPTR(_src, _dst); } -void GpuCkwActivation::write_component_code(const ComponentGroup &comp_group, GpuCkwVariableTable &vtable, GpuCkwScopedKernelWriter writer) const +void GpuCkwActivation::write_component_code(const ComponentGroup &comp_group, + GpuCkwVariableTable &vtable, + GpuCkwScopedKernelWriter writer) const { const auto root_window = comp_group.get_root_component()->ckw_component_driver()->get_window(); const unsigned int n0 = root_window.x().step(); const unsigned int m0 = root_window.y().step(); - GpuCkwComponentArgument *src = vtable.declare_variable(comp_group, writer, _src, TensorStorageType::ClBufferUint8Ptr, "src"); - GpuCkwComponentArgument *dst = vtable.declare_variable(comp_group, writer, _dst, TensorStorageType::ClBufferUint8Ptr, "dst"); + GpuCkwComponentArgument *src = + vtable.declare_variable(comp_group, writer, _src, TensorStorageType::ClBufferUint8Ptr, "src"); + GpuCkwComponentArgument *dst = + vtable.declare_variable(comp_group, writer, _dst, TensorStorageType::ClBufferUint8Ptr, "dst"); load_src_dst_tiles_and_prepare_sampler(writer, src, dst, m0, n0, create_sampler); @@ -119,7 +122,7 @@ void GpuCkwActivation::write_component_code(const ComponentGroup &comp_group, Gp const auto &constant_B = writer->declare_tile("B_VAL", _attributes.b()); // Perform the operation. - switch(_attributes.activation()) + switch (_attributes.activation()) { case ActivationLayerInfo::ActivationFunction::LOGISTIC: { @@ -179,9 +182,10 @@ Window GpuCkwActivation::get_window() const // Collapse Dim 1 (W) and Dim 2 (H) together, leave Dim 0 (C) unchanged // This is in line with the collapsing convention used by operators like Conv2d output_shape.collapse(2U, 1U); - constexpr unsigned int vector_size_byte_opencl = 16; - const unsigned int num_elems_processed_per_iteration = adjust_vec_size(vector_size_byte_opencl / _dst->element_size(), _dst->dimension(0)); - Window win = calculate_max_window(output_shape, Steps(num_elems_processed_per_iteration)); + constexpr unsigned int vector_size_byte_opencl = 16; + const unsigned int num_elems_processed_per_iteration = + adjust_vec_size(vector_size_byte_opencl / _dst->element_size(), _dst->dimension(0)); + Window win = calculate_max_window(output_shape, Steps(num_elems_processed_per_iteration)); return win; } |