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authorAnthony Barbier <anthony.barbier@arm.com>2017-09-04 18:44:23 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-09-17 13:03:09 +0100
commit6ff3b19ee6120edf015fad8caab2991faa3070af (patch)
treea7a6dcd16dfd56d79fa1b56a313caeebcc939b68 /arm_compute/core/NEON/kernels/NEAccumulateKernel.h
downloadComputeLibrary-6ff3b19ee6120edf015fad8caab2991faa3070af.tar.gz
COMPMID-344 Updated doxygen
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae
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+/*
+ * Copyright (c) 2016, 2017 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.
+ */
+#ifndef __ARM_COMPUTE_NEACCUMULATEKERNEL_H__
+#define __ARM_COMPUTE_NEACCUMULATEKERNEL_H__
+
+#include "arm_compute/core/NEON/INESimpleKernel.h"
+
+#include <cstdint>
+
+namespace arm_compute
+{
+class ITensor;
+
+/** Interface for the accumulate kernel
+ *
+ * Accumulation is computed by:
+ * @f[ accum(x,y) = accum(x,y) + input(x,y) @f]
+ */
+class NEAccumulateKernel : public INESimpleKernel
+{
+public:
+ /** Set the input and accumulation tensors
+ *
+ * @param[in] input Source tensor. Data type supported: U8.
+ * @param[out] accum Destination tensor. Data type supported: S16.
+ */
+ void configure(const ITensor *input, ITensor *accum);
+
+ // Inherited methods overridden:
+ void run(const Window &window) override;
+};
+
+/** Interface for the accumulate weighted kernel
+ *
+ * Weighted accumulation is computed:
+ * @f[ accum(x,y) = (1 - \alpha)*accum(x,y) + \alpha*input(x,y) @f]
+ *
+ * Where @f$ 0 \le \alpha \le 1 @f$
+ * Conceptually, the rounding for this is defined as:
+ * @f[ output(x,y)= uint8( (1 - \alpha) * float32( int32( output(x,y) ) ) + \alpha * float32( int32( input(x,y) ) ) ) @f]
+*/
+class NEAccumulateWeightedKernel : public INESimpleKernel
+{
+public:
+ /** Default constructor */
+ NEAccumulateWeightedKernel();
+ /** Set the input and accumulation tensors, and the scale value
+ *
+ * @param[in] input Source tensor. Data type supported: U8.
+ * @param[in] alpha Scalar value in the range [0.0f, 1.0f]
+ * @param[in,out] accum Accumulated tensor. Data type supported: U8.
+ */
+ void configure(const ITensor *input, float alpha, ITensor *accum);
+
+ // Inherited methods overridden:
+ void run(const Window &window) override;
+
+protected:
+ float _alpha;
+};
+
+#ifdef ARM_COMPUTE_ENABLE_FP16
+/** Interface for the accumulate weighted kernel using F16 */
+class NEAccumulateWeightedFP16Kernel : public NEAccumulateWeightedKernel
+{
+public:
+ // Inherited methods overridden:
+ void run(const Window &window) override;
+};
+#else
+using NEAccumulateWeightedFP16Kernel = NEAccumulateWeightedKernel;
+#endif
+
+/** Interface for the accumulate squared kernel
+ *
+ * The accumulation of squares is computed:
+ * @f[ accum(x,y) = saturate_{int16} ( (uint16) accum(x,y) + (((uint16)(input(x,y)^2)) >> (shift)) ) @f]
+ *
+ * Where @f$ 0 \le shift \le 15 @f$
+*/
+class NEAccumulateSquaredKernel : public INESimpleKernel
+{
+public:
+ /** Default constructor */
+ NEAccumulateSquaredKernel();
+ /** Set the input and accumulation tensors and the shift value.
+ *
+ * @param[in] input Source tensor. Data type supported: U8.
+ * @param[in] shift Shift value in the range of [0, 15]
+ * @param[in,out] accum Accumulated tensor. Data type supported: S16.
+ */
+ void configure(const ITensor *input, uint32_t shift, ITensor *accum);
+
+ // Inherited methods overridden:
+ void run(const Window &window) override;
+
+private:
+ uint32_t _shift;
+};
+}
+#endif /*__ARM_COMPUTE_NEACCUMULATEKERNEL_H__ */