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authorManuel Bottini <manuel.bottini@arm.com>2020-04-08 10:15:51 +0100
committerManuel Bottini <manuel.bottini@arm.com>2020-04-23 17:53:59 +0000
commit2b84be544e4a27f7e8e80827e9c85c8f0d58b4ce (patch)
tree078051a911f9b8883a3f11955cfd3b7ba0d7d9f3 /arm_compute/runtime/CL/functions/CLSoftmaxLayer.h
parent0de45d0a8009e19331c4e29d617fa183167c513a (diff)
downloadComputeLibrary-2b84be544e4a27f7e8e80827e9c85c8f0d58b4ce.tar.gz
COMPMID-3280: Make all ML primitives for CL use the new interface - Part 2
- CLFunctions have been updated Change-Id: Ie3256a6c775bc12f3126482bd8e8a46da54b267c Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3053 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/runtime/CL/functions/CLSoftmaxLayer.h')
-rw-r--r--arm_compute/runtime/CL/functions/CLSoftmaxLayer.h28
1 files changed, 27 insertions, 1 deletions
diff --git a/arm_compute/runtime/CL/functions/CLSoftmaxLayer.h b/arm_compute/runtime/CL/functions/CLSoftmaxLayer.h
index 751b68d0cf..fadbc430e6 100644
--- a/arm_compute/runtime/CL/functions/CLSoftmaxLayer.h
+++ b/arm_compute/runtime/CL/functions/CLSoftmaxLayer.h
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2017-2019 ARM Limited.
+ * Copyright (c) 2017-2020 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -67,6 +67,17 @@ public:
* when @p axis is 2, the Softmax reduction will be applied on each of the [4x4] planes of the input image.
*/
void configure(const ICLTensor *input, ICLTensor *output, float beta = 1.0f, size_t axis = 1);
+ /** Set the input and output tensors.
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] input Source tensor. Data types supported: QASYMM8/F16/F32
+ * @param[out] output Destination tensor. Data types supported: same as @p input
+ * @param[in] beta (Optional) A scaling factor for the exponent. Defaults to 1.f
+ * @param[in] axis (Optional) Reduction axis. It has the purpose of squashing the first @p axis
+ * dimensions together. For instance, given a [4x4x4x4] image,
+ * when @p axis is 2, the Softmax reduction will be applied on each of the [4x4] planes of the input image.
+ */
+ void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output, float beta = 1.0f, size_t axis = 1);
/** Static function to check if given info will lead to a valid configuration of @ref CLSoftmaxLayer
*
* @param[in] input Source tensor. Data types supported: QASYMM8/F16/F32
@@ -97,6 +108,21 @@ private:
* when @p axis is 2, the Softmax reduction will be applied on each of the [4x4] planes of the input image.
*/
void configure_reshape_input_kernel(const ICLTensor *input, const ICLTensor *output, size_t axis);
+ /** Utility method to configure the kernels needed to flatten the input
+ * tensor.
+ *
+ * @note This function changes the internal state of this class. In particular,
+ * it initializes the kernel @p _flatten_kernel and the tensors @p _input_flat and
+ * @p _output_flat
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] input Original source tensor.
+ * @param[in] output Original destination tensor.
+ * @param[in] axis (Optional) Reduction axis. It has the purpose of squashing the first @p axis
+ * dimensions together. For instance, given a [4x4x4x4] image,
+ * when @p axis is 2, the Softmax reduction will be applied on each of the [4x4] planes of the input image.
+ */
+ void configure_reshape_input_kernel(const CLCompileContext &compile_context, const ICLTensor *input, const ICLTensor *output, size_t axis);
MemoryGroup _memory_group;
CLLogits1DMaxShiftExpSumKernel _max_shift_exp_sum_kernel;