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author | giuros01 <giuseppe.rossini@arm.com> | 2019-05-14 16:12:53 +0100 |
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committer | Giuseppe Rossini <giuseppe.rossini@arm.com> | 2019-05-24 09:20:27 +0000 |
commit | 1e6e1b899c1a88d3466cdc6fd097ccf32ff767e3 (patch) | |
tree | 124d00f9b2bd26ddbb5edf8f3bc7102e7494d404 /arm_compute/runtime | |
parent | 048b0f300ee729cac1b3019311589c654771fb8f (diff) | |
download | ComputeLibrary-1e6e1b899c1a88d3466cdc6fd097ccf32ff767e3.tar.gz |
COMPMID-2322: PRELU support in CLActivationLayer
Change-Id: I3aa8d4964a1861c2b8acef59dc863df7c48f3316
Signed-off-by: giuros01 <giuseppe.rossini@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1146
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/runtime')
-rw-r--r-- | arm_compute/runtime/CL/CLFunctions.h | 1 | ||||
-rw-r--r-- | arm_compute/runtime/CL/functions/CLPReluLayer.h | 61 |
2 files changed, 62 insertions, 0 deletions
diff --git a/arm_compute/runtime/CL/CLFunctions.h b/arm_compute/runtime/CL/CLFunctions.h index fbaab35414..11ef390c10 100644 --- a/arm_compute/runtime/CL/CLFunctions.h +++ b/arm_compute/runtime/CL/CLFunctions.h @@ -105,6 +105,7 @@ #include "arm_compute/runtime/CL/functions/CLNormalizationLayer.h" #include "arm_compute/runtime/CL/functions/CLNormalizePlanarYUVLayer.h" #include "arm_compute/runtime/CL/functions/CLOpticalFlow.h" +#include "arm_compute/runtime/CL/functions/CLPReluLayer.h" #include "arm_compute/runtime/CL/functions/CLPadLayer.h" #include "arm_compute/runtime/CL/functions/CLPermute.h" #include "arm_compute/runtime/CL/functions/CLPhase.h" diff --git a/arm_compute/runtime/CL/functions/CLPReluLayer.h b/arm_compute/runtime/CL/functions/CLPReluLayer.h new file mode 100644 index 0000000000..871b48e23e --- /dev/null +++ b/arm_compute/runtime/CL/functions/CLPReluLayer.h @@ -0,0 +1,61 @@ +/* + * 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_CLPRELULAYER_H__ +#define __ARM_COMPUTE_CLPRELULAYER_H__ + +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/CL/ICLSimpleFunction.h" + +namespace arm_compute +{ +class ICLTensor; + +/** Basic function to run @ref CLArithmeticOperationKernel for PRELU + * + * @note The function implements an activation layer with the PRELU activation function. + */ +class CLPReluLayer : public ICLSimpleFunction +{ +public: + /** Set the input and output tensor. + * + * @note If the output tensor is a nullptr or is equal to the input, the activation function will be performed in-place + * + * @param[in] input Source tensor. Data types supported: QASYMM8/F16/F32. + * @param[in] alpha PRelu layer parameters. Data types supported: same of @p input. + * @param[out] output Destination tensor. Data type supported: same as @p input + */ + void configure(ICLTensor *input, ICLTensor *alpha, ICLTensor *output); + /** Static function to check if given info will lead to a valid configuration of @ref CLPReluLayer + * + * @param[in] input Source tensor info. Data types supported: QASYMM8/F16/F32. + * @param[in] alpha PRelu layer parameters. Data types supported: same of @p input. + * @param[in] output Destination tensor info. Data type supported: same as @p input + * + * @return a status + */ + static Status validate(const ITensorInfo *input, const ITensorInfo *alpha, const ITensorInfo *output); +}; +} // namespace arm_compute +#endif /* __ARM_COMPUTE_CLPRELULAYER_H__ */ |