COMPMID-1816: Use parallel reduction on 0 axis in CL ARG_MIN/ARG_MAX
Introducing new CLArgMinMax kernel
Change-Id: I0b8254207cc3859d19ceef9b6429cf5c1c586db0
Signed-off-by: Manuel Bottini <manuel.bottini@arm.com>
Reviewed-on: https://review.mlplatform.org/c/2202
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
diff --git a/arm_compute/core/CL/kernels/CLArgMinMaxLayerKernel.h b/arm_compute/core/CL/kernels/CLArgMinMaxLayerKernel.h
new file mode 100644
index 0000000..7f4cfe3
--- /dev/null
+++ b/arm_compute/core/CL/kernels/CLArgMinMaxLayerKernel.h
@@ -0,0 +1,94 @@
+/*
+ * 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.
+ */
+#ifndef ARM_COMPUTE_CLARGMINMAXLAYERKERNEL_H
+#define ARM_COMPUTE_CLARGMINMAXLAYERKERNEL_H
+
+#include "arm_compute/core/CL/ICLKernel.h"
+#include "arm_compute/core/Types.h"
+
+namespace arm_compute
+{
+class ICLTensor;
+
+/** Interface for the reduction operation kernel
+ *
+ * @note The default data type for an uninitialized output tensor is
+ * signed 32-bit integer (S32). It is the user's responsibility to check
+ * that the results do not overflow because the indices are computed
+ * in unsigned 32-bit (U32).
+ */
+class CLArgMinMaxLayerKernel : public ICLKernel
+{
+public:
+ /** Default constructor */
+ CLArgMinMaxLayerKernel();
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ CLArgMinMaxLayerKernel(const CLArgMinMaxLayerKernel &) = delete;
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ CLArgMinMaxLayerKernel &operator=(const CLArgMinMaxLayerKernel &) = delete;
+ /** Allow instances of this class to be moved */
+ CLArgMinMaxLayerKernel(CLArgMinMaxLayerKernel &&) = default;
+ /** Allow instances of this class to be moved */
+ CLArgMinMaxLayerKernel &operator=(CLArgMinMaxLayerKernel &&) = default;
+ /** Default destructor */
+ ~CLArgMinMaxLayerKernel() = default;
+
+ /** Set the input and output tensors.
+ *
+ * @param[in] input Source tensor. Data types supported: S32/F16/F32.
+ * @param[in] prev_output Destination tensor of the previous iterations of @ref CLArgMinMaxLayerKernel. Data types supported: U32/S32
+ * Has to be nullptr for the first iteration
+ * @param[out] output Destination tensor. Data types supported: U32/S32
+ * Output will have the same number of dimensions as input.
+ * @param[in] axis Axis along which to reduce. Supported reduction axis : 0,1,2,3
+ * @param[in] op Reduction operation to perform. Only ArgMin and ArgMax are supported.
+ */
+ void configure(const ICLTensor *input, const ICLTensor *prev_output, ICLTensor *output, unsigned int axis, ReductionOperation op);
+
+ /** Static function to check if given info will lead to a valid configuration of @ref CLArgMinMaxLayerKernel.
+ *
+ * @param[in] input Source tensor info. Data types supported: S32/F16/F32.
+ * @param[in] prev_output Destination tensor info of the previous iterations. Data types supported: U32/S32
+ * Has to be nullptr for the first iteration
+ * @param[in] output Destination tensor info. Data types supported: U32/S32
+ * Output will have the same number of dimensions as input.
+ * @param[in] axis Axis along which to reduce. Supported reduction axis : 0,1,2,3
+ * @param[in] op Reduction operation to perform. Only ArgMin and ArgMax are supported.
+ *
+ * @return a status
+ */
+ static Status validate(const ITensorInfo *input, const ITensorInfo *prev_output, const ITensorInfo *output, unsigned int axis, ReductionOperation op);
+
+ // Inherited methods overridden:
+ void run(const Window &window, cl::CommandQueue &queue) override;
+
+private:
+ const ICLTensor *_input;
+ const ICLTensor *_prev_output;
+ ICLTensor *_output;
+ unsigned int _reduction_axis;
+ ReductionOperation _op;
+};
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_CLARGMINMAXLAYERKERNEL_H */