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Diffstat (limited to 'arm_compute/core/utils/misc/ShapeCalculator.h')
-rw-r--r--arm_compute/core/utils/misc/ShapeCalculator.h18
1 files changed, 18 insertions, 0 deletions
diff --git a/arm_compute/core/utils/misc/ShapeCalculator.h b/arm_compute/core/utils/misc/ShapeCalculator.h
index e21e5cd0d6..2919625511 100644
--- a/arm_compute/core/utils/misc/ShapeCalculator.h
+++ b/arm_compute/core/utils/misc/ShapeCalculator.h
@@ -194,6 +194,24 @@ inline TensorShape compute_fully_connected_reshaped_weights_shape(const ITensorI
return output_shape;
}
+
+inline TensorShape compute_winograd_input_transform_shape(const ITensorInfo &input, const PadStrideInfo &conv_info, const Size2D &kernel_size)
+{
+ // Compute height
+ const unsigned int num_tiles_x = std::ceil((input.tensor_shape().x() - (kernel_size.width - 1) + conv_info.pad_left() + conv_info.pad_right()) / 2.f);
+ const unsigned int num_tiles_y = std::ceil((input.tensor_shape().y() - (kernel_size.height - 1) + conv_info.pad_top() + conv_info.pad_bottom()) / 2.f);
+
+ const unsigned int width = input.tensor_shape()[get_data_layout_dimension_index(input.data_layout(), DataLayoutDimension::CHANNEL)];
+ const unsigned int height = num_tiles_x * num_tiles_y;
+ const unsigned int depth = 16; // COMPMID-990
+
+ TensorShape output_shape{ input.tensor_shape() };
+ output_shape.set(0, width);
+ output_shape.set(1, height);
+ output_shape.set(2, depth);
+
+ return output_shape;
+}
} // namespace shape_calculator
} // namespace misc
} // namespace arm_compute