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authorMichele Di Giorgio <michele.digiorgio@arm.com>2021-06-28 18:06:14 +0100
committerMichele Di Giorgio <michele.digiorgio@arm.com>2021-07-01 09:34:10 +0000
commit2ef59b9053a402600ad75baebdb4909553044698 (patch)
tree8058d1d3bb310596911312b7ef9e3195befc148a
parentf7f64501a51eac8de749a4d539b9bc7a12aaf04d (diff)
downloadComputeLibrary-2ef59b9053a402600ad75baebdb4909553044698.tar.gz
Reduce binary size footprint of CpuGemmInterleave4x4Kernel
Change-Id: I7f3790d8ca592ec46ff2e2de810cf402191a990e Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5881 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
-rw-r--r--src/core/cpu/kernels/CpuGemmInterleave4x4Kernel.cpp129
-rw-r--r--src/core/cpu/kernels/CpuGemmInterleave4x4Kernel.h11
2 files changed, 51 insertions, 89 deletions
diff --git a/src/core/cpu/kernels/CpuGemmInterleave4x4Kernel.cpp b/src/core/cpu/kernels/CpuGemmInterleave4x4Kernel.cpp
index 67f2a490cd..a6b080c0ab 100644
--- a/src/core/cpu/kernels/CpuGemmInterleave4x4Kernel.cpp
+++ b/src/core/cpu/kernels/CpuGemmInterleave4x4Kernel.cpp
@@ -40,66 +40,6 @@ namespace kernels
{
using namespace arm_compute::misc::shape_calculator;
-namespace
-{
-template <typename ScalarType>
-void gemm_interleave4x4(const ITensor *src, ITensor *dst, const Window &window)
-{
- const size_t window_start_x = window.x().start();
- const size_t window_end_x = window.x().end();
-
- const size_t in_height = src->info()->dimension(1);
- const size_t in_stride = src->info()->strides_in_bytes()[1];
-
- const size_t partial_y = in_height % 4;
-
- // Set window for the src tensor
- Window win = window;
- win.set(Window::DimX, Window::Dimension(0, 1, 1));
-
- // Set window for the dst tensor
- Window win_out(window);
- win_out.set(Window::DimX, Window::Dimension(0, 1, 1));
- win_out.scale(Window::DimY, 0.25f);
-
- Iterator in(src, win);
- Iterator out(dst, win_out);
-
- execute_window_loop(win, [&](const Coordinates & id)
- {
- if(id.y() + 4 <= static_cast<int>(in_height))
- {
- for(size_t x = window_start_x; x < window_end_x; ++x)
- {
- const ScalarType data[4] =
- {
- *(reinterpret_cast<const ScalarType *>(in.ptr() + 0 * in_stride) + x),
- *(reinterpret_cast<const ScalarType *>(in.ptr() + 1 * in_stride) + x),
- *(reinterpret_cast<const ScalarType *>(in.ptr() + 2 * in_stride) + x),
- *(reinterpret_cast<const ScalarType *>(in.ptr() + 3 * in_stride) + x),
- };
- std::memcpy(out.ptr() + x * 4 * sizeof(ScalarType), data, 4 * sizeof(ScalarType));
- }
- }
- else
- {
- for(size_t x = window_start_x; x < window_end_x; ++x)
- {
- ScalarType data[4] = { 0, 0, 0, 0 };
-
- for(size_t y = 0; y < partial_y; ++y)
- {
- data[y] = *(reinterpret_cast<const ScalarType *>(in.ptr() + y * in_stride) + x);
- }
-
- std::memcpy(out.ptr() + x * 4 * sizeof(ScalarType), data, 4 * sizeof(ScalarType));
- }
- }
- },
- in, out);
-}
-} // namespace
-
void CpuGemmInterleave4x4Kernel::configure(const ITensorInfo *src, ITensorInfo *dst)
{
ARM_COMPUTE_ERROR_ON_NULLPTR(src, dst);
@@ -110,22 +50,6 @@ void CpuGemmInterleave4x4Kernel::configure(const ITensorInfo *src, ITensorInfo *
// Perform validate step
ARM_COMPUTE_ERROR_THROW_ON(CpuGemmInterleave4x4Kernel::validate(src, dst));
- switch(src->element_size())
- {
- case 1:
- _func = &gemm_interleave4x4<uint8_t>;
- break;
- case 2:
- _func = &gemm_interleave4x4<uint16_t>;
- break;
- case 4:
- _func = &gemm_interleave4x4<uint32_t>;
- break;
- default:
- ARM_COMPUTE_ERROR_ON("Element size not supported");
- break;
- }
-
Window win = calculate_max_window(*src, Steps(1, 4));
ICPPKernel::configure(win);
}
@@ -152,7 +76,6 @@ void CpuGemmInterleave4x4Kernel::run_op(ITensorPack &tensors, const Window &wind
ARM_COMPUTE_UNUSED(info);
ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this);
ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(IKernel::window(), window);
- ARM_COMPUTE_ERROR_ON(_func == nullptr);
ARM_COMPUTE_ERROR_ON(tensors.empty());
/*
* This kernel puts the values in a 4x4 block of Matrix A on the same row (Interleaved values)
@@ -166,7 +89,57 @@ void CpuGemmInterleave4x4Kernel::run_op(ITensorPack &tensors, const Window &wind
const ITensor *src = tensors.get_const_tensor(TensorType::ACL_SRC);
ITensor *dst = tensors.get_tensor(TensorType::ACL_DST);
- (*_func)(src, dst, window);
+ const size_t window_start_x = window.x().start();
+ const size_t window_end_x = window.x().end();
+
+ const size_t in_height = src->info()->dimension(1);
+ const size_t in_stride = src->info()->strides_in_bytes()[1];
+
+ const size_t partial_y = in_height % 4;
+
+ const size_t element_size = src->info()->element_size();
+
+ // Set window for the src tensor
+ Window win = window;
+ win.set(Window::DimX, Window::Dimension(0, 1, 1));
+
+ // Set window for the dst tensor
+ Window win_out(window);
+ win_out.set(Window::DimX, Window::Dimension(0, 1, 1));
+ win_out.scale(Window::DimY, 0.25f);
+
+ Iterator in(src, win);
+ Iterator out(dst, win_out);
+
+ execute_window_loop(win, [&](const Coordinates & id)
+ {
+ if(id.y() + 4 <= static_cast<int>(in_height))
+ {
+ for(size_t x = window_start_x; x < window_end_x; ++x)
+ {
+ std::memcpy(out.ptr() + (x * 4 + 0) * element_size, (in.ptr() + 0 * in_stride) + x * element_size, element_size);
+ std::memcpy(out.ptr() + (x * 4 + 1) * element_size, (in.ptr() + 1 * in_stride) + x * element_size, element_size);
+ std::memcpy(out.ptr() + (x * 4 + 2) * element_size, (in.ptr() + 2 * in_stride) + x * element_size, element_size);
+ std::memcpy(out.ptr() + (x * 4 + 3) * element_size, (in.ptr() + 3 * in_stride) + x * element_size, element_size);
+ }
+ }
+ else
+ {
+ for(size_t x = window_start_x; x < window_end_x; ++x)
+ {
+ size_t y = 0;
+ for(; y < partial_y; ++y)
+ {
+ std::memcpy(out.ptr() + (x * 4 + y) * element_size, (in.ptr() + y * in_stride) + x * element_size, element_size);
+ }
+ for(; y < 4; ++y)
+ {
+ std::memset(out.ptr() + (x * 4 + y) * element_size, 0, element_size);
+ }
+ }
+ }
+ },
+ in, out);
}
const char *CpuGemmInterleave4x4Kernel::name() const
diff --git a/src/core/cpu/kernels/CpuGemmInterleave4x4Kernel.h b/src/core/cpu/kernels/CpuGemmInterleave4x4Kernel.h
index 94d88c7001..243aab9375 100644
--- a/src/core/cpu/kernels/CpuGemmInterleave4x4Kernel.h
+++ b/src/core/cpu/kernels/CpuGemmInterleave4x4Kernel.h
@@ -75,17 +75,6 @@ public:
// Inherited methods overridden:
void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override;
const char *name() const override;
-
-private:
- /** Common signature for all the specialised gemm interleave 4x4 functions
- *
- * @param[in] src Input tensor. Data types supported: uint32_t, uint16_t and uint8_t
- * @param[out] dst Output tensor. Data types supported: uint32_t, uint16_t and uint8_t
- * @param[in] window Region on which to execute the kernel. (Must be a valid region of the window returned by window()).
- */
- using GEMMInterleaveFunctionPtr = void (*)(const ITensor *src, ITensor *dst, const Window &window);
-
- GEMMInterleaveFunctionPtr _func{ nullptr };
};
} // namespace kernels
} // namespace cpu