COMPMID-448: Implement CL Quantization/Dequantization Layer.

Change-Id: Id002e23a2ac48af3d245416dc6411d9a04a1e513
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81827
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>

1 files changed, 71 insertions, 0 deletions

diff --git a/arm_compute/core/CL/kernels/CLDequantizationLayerKernel.h b/arm_compute/core/CL/kernels/CLDequantizationLayerKernel.h
new file mode 100644
index 0000000000..87a3fb41a7
--- /dev/null
+++ b/arm_compute/core/CL/kernels/CLDequantizationLayerKernel.h
@@ -0,0 +1,71 @@
+/*
+ * Copyright (c) 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_CLDEQUANTIZATIONLAYERKERNEL_H__
+#define __ARM_COMPUTE_CLDEQUANTIZATIONLAYERKERNEL_H__
+
+#include "arm_compute/core/CL/ICLKernel.h"
+
+namespace arm_compute
+{
+class ICLTensor;
+
+/** Interface for the dequantization layer kernel.
+ *
+ * @note The implementation supports only 3D input tensors.
+ *
+ */
+class CLDequantizationLayerKernel : public ICLKernel
+{
+public:
+    /** Default constructor */
+    CLDequantizationLayerKernel();
+    /** Prevent instances of this class from being copied (As this class contains pointers) */
+    CLDequantizationLayerKernel(const CLDequantizationLayerKernel &) = delete;
+    /** Prevent instances of this class from being copied (As this class contains pointers) */
+    CLDequantizationLayerKernel &operator=(const CLDequantizationLayerKernel &) = delete;
+    /** Default Move Constructor. */
+    CLDequantizationLayerKernel(CLDequantizationLayerKernel &&) = default;
+    /** Default move assignment operator. */
+    CLDequantizationLayerKernel &operator=(CLDequantizationLayerKernel &&) = default;
+    /** Default destructor */
+    ~CLDequantizationLayerKernel() = default;
+    /** Set the input, output, min and max.
+     *
+     * @param[in]  input   Source tensor. Data types supported: U8.
+     * @param[out] output  Destination tensor. Data types supported: F32.
+     * @param[in]  min_max Pointer to the tensor with shape [2, batches] which stores the minimum and maximum value for each 3D input tensor.
+     *                     The dimensions over the second must match the batched dimensions of the input tensor. Data type supported: F32.
+     */
+    void configure(const ICLTensor *input, ICLTensor *output, const ICLTensor *min_max);
+
+    // Inherited methods overridden:
+    void run(const Window &window, cl::CommandQueue &queue) override;
+
+private:
+    const ICLTensor *_input;
+    ICLTensor       *_output;
+    const ICLTensor *_min_max;
+};
+}
+#endif /*__ARM_COMPUTE_CLDEQUANTIZATIONLAYERKERNEL_H__ */