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-rw-r--r--src/core/NEON/kernels/convolution/winograd/transforms/output_2x2_5x5_fp32.cpp82
1 files changed, 34 insertions, 48 deletions
diff --git a/src/core/NEON/kernels/convolution/winograd/transforms/output_2x2_5x5_fp32.cpp b/src/core/NEON/kernels/convolution/winograd/transforms/output_2x2_5x5_fp32.cpp
index cafce9549d..60d7181d97 100644
--- a/src/core/NEON/kernels/convolution/winograd/transforms/output_2x2_5x5_fp32.cpp
+++ b/src/core/NEON/kernels/convolution/winograd/transforms/output_2x2_5x5_fp32.cpp
@@ -23,57 +23,34 @@
*/
#include "arm_compute/core/NEON/kernels/convolution/winograd/transforms/output.hpp"
-#include "arm_compute/core/NEON/kernels/convolution/winograd/winograd_gemm.hpp"
+#include "arm_compute/core/NEON/kernels/convolution/winograd/winograd_output_transform.hpp"
#include "arm_compute/core/NEON/kernels/convolution/common/arm.hpp"
-namespace winograd
-{
-
-using Transform = WinogradGEMM<2, 2, 5, 5>::OutputTransform<float>;
-
-template <>
-template <>
-int Transform::ops_performed(const Tensor4DShape &shape)
+namespace
{
- (void) shape;
- return 0; // TODO
-}
-/* F(2x2, 5x5) constructs 2x2 output tiles from a 5x5 convolution. Since we use
- * enough tiles to cover the output space each output tile may contain 0 or 1
- * padded values to the right and bottom columns or rows of the tile, e.g.:
- *
- * ___ ___
- * | | | X|
- * |___| |__X|
- *
- * ___ ___
- * | | | X|
- * |X_X| |X_X|
- *
- *
- * We provide a specialised output transform for each of these instances.
- * Consequently we below construct an array of the various padding options, the
- * array contains pointers to the specific implementations.
- */
-template <>
-template <>
-template <int pad_bottom, int pad_right>
-void Transform::process_tile(
+template <bool Specialized, int PadBottom=0, int PadRight=0>
+void winograd_output_transform_2x2_5x5_fp32_process_tile(
const int n_channels,
const float* const matrix_base,
const int matrix_stride,
const float* const biases,
float* const output,
const int output_row_stride,
- const int output_col_stride
+ const int output_col_stride,
+ const int _pad_bottom,
+ const int _pad_right
)
{
- constexpr int cells_i = 2 - pad_bottom;
- constexpr int cells_j = 2 - pad_right;
+ constexpr int OutputTileRows = 2, OutputTileCols = 2;
+ const int pad_bottom = Specialized ? PadBottom : _pad_bottom;
+ const int pad_right = Specialized ? PadRight : _pad_right;
+
+ const int cells_i = 2 - pad_bottom;
+ const int cells_j = 2 - pad_right;
// Construct a map to the output cells
- float *outptrs[cells_i][cells_j];
+ float *outptrs[OutputTileRows][OutputTileCols];
for (int i = 0; i < cells_i; i++)
{
for (int j = 0; j < cells_j; j++)
@@ -365,19 +342,28 @@ void Transform::process_tile(
}
}
+} // namespace (anonymous)
+
+namespace winograd
+{
+using Tiles = OutputTransformImplTiles<5, 5, 6, 6, float>;
+
template <>
+const Tiles::TileFn Tiles::tilefn_generic = winograd_output_transform_2x2_5x5_fp32_process_tile<false>;
+
template <>
-const Transform::TileFn Transform::tile_fns[max_pad_bottom][max_pad_right] =
-{
- {
- Transform::template process_tile<0, 0>, // No padding
- Transform::template process_tile<0, 1>, // Right padding
- },
- {
- Transform::template process_tile<1, 0>, // Bottom padding
- Transform::template process_tile<1, 1>, // Bottom and right padding
- }
+const Tiles::TileFn Tiles::tilefn_unpadded = winograd_output_transform_2x2_5x5_fp32_process_tile<true>;
+
+template <>
+const Tiles::TileFn Tiles::tilefn_bottom_padded[n_pad_bottom] = {
+ winograd_output_transform_2x2_5x5_fp32_process_tile<true, 1, 0>
};
-template struct WinogradGEMM<2, 2, 5, 5>::OutputTransform<float>;
+template <>
+const Tiles::TileFn Tiles::tilefn_right_padded[n_pad_right] = {
+ winograd_output_transform_2x2_5x5_fp32_process_tile<true, 0, 1>
+};
+
+template class OutputTransform<5, 5, 6, 6, float>;
} // namespace winograd
+