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authorSang-Hoon Park <sang-hoon.park@arm.com>2020-10-19 16:00:11 +0100
committerGeorgios Pinitas <georgios.pinitas@arm.com>2020-10-20 10:27:40 +0000
commit68dd25fbe6e4d3c3513fa5993863419769aa08fc (patch)
treeb918be923f9e4550c306d7f44d168ab938a71fc8 /src/core/NEON/kernels/convolution/depthwise/depthwise_quantized_dilated.hpp
parentf0a4e609d98f111b6a7d4a2b578d1b7cba64b805 (diff)
downloadComputeLibrary-68dd25fbe6e4d3c3513fa5993863419769aa08fc.tar.gz
COMPMID-3637: Move utility headers from arm_compute to src
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: If9d6fa8c900b68c4b6fd373f2fc1f9abb83ea917 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4145 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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+/*
+ * Copyright (c) 2019 Arm Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+
+#pragma once
+#include "depthwise_dilated.hpp"
+#include "depthwise_quantized.hpp"
+
+namespace depthwise {
+
+template <unsigned int OutputTileRows, unsigned int OutputTileCols,
+ unsigned int KernelRows, unsigned int KernelCols,
+ unsigned int StrideRows, unsigned int StrideCols>
+class QAsymm8DilatedDepthwiseConvolution
+ : public DilatedDepthwiseConvolution<
+ OutputTileRows, OutputTileCols, KernelRows, KernelCols, StrideRows,
+ StrideCols, uint8_t, int32_t, uint8_t> {
+public:
+ /** Create a new dilated depthwise convolution engine.
+ */
+ QAsymm8DilatedDepthwiseConvolution(
+ int n_batches, int n_input_rows, int n_input_cols, int n_channels,
+ int dilation_factor, nck::ActivationFunction activation,
+ const qasymm8::QAsymm8Params &weight_quantisation,
+ const qasymm8::QAsymm8Params &input_quantisation,
+ const qasymm8::QAsymm8Params &output_quantisation,
+ unsigned int padding_top, unsigned int padding_left,
+ unsigned int padding_bottom, unsigned int padding_right);
+
+ /** Create a new dilated depthwise convolution engine.
+ */
+ QAsymm8DilatedDepthwiseConvolution(
+ int n_batches, int n_input_rows, int n_input_cols, int n_channels,
+ int dilation_factor, int n_output_rows, int n_output_cols,
+ nck::ActivationFunction activation,
+ const qasymm8::QAsymm8Params &weight_quantisation,
+ const qasymm8::QAsymm8Params &input_quantisation,
+ const qasymm8::QAsymm8Params &output_quantisation,
+ unsigned int padding_top, unsigned int padding_left,
+ unsigned int padding_bottom, unsigned int padding_right);
+
+ /** Create a new dilated depthwise convolution engine.
+ */
+ QAsymm8DilatedDepthwiseConvolution(
+ int n_batches, int n_input_rows, int n_input_cols, int n_channels,
+ int dilation_factor, nck::ActivationFunction activation,
+ const qasymm8::QAsymm8Params &weight_quantisation,
+ const qasymm8::QAsymm8Params &input_quantisation,
+ const qasymm8::QAsymm8Params &output_quantisation,
+ const qasymm8::QAsymm8RescaleParams &rescale_parameters,
+ unsigned int padding_top, unsigned int padding_left,
+ unsigned int padding_bottom, unsigned int padding_right);
+
+ /** Create a new dilated depthwise convolution engine.
+ */
+ QAsymm8DilatedDepthwiseConvolution(
+ int n_batches, int n_input_rows, int n_input_cols, int n_channels,
+ int dilation_factor, int n_output_rows, int n_output_cols,
+ nck::ActivationFunction activation,
+ const qasymm8::QAsymm8Params &weight_quantisation,
+ const qasymm8::QAsymm8Params &input_quantisation,
+ const qasymm8::QAsymm8Params &output_quantisation,
+ const qasymm8::QAsymm8RescaleParams& rescale_parameters,
+ unsigned int padding_top, unsigned int padding_left,
+ unsigned int padding_bottom, unsigned int padding_right);
+};
+
+} // namespace depthwise