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authorManuel Bottini <manuel.bottini@arm.com>2020-04-08 10:15:51 +0100
committerManuel Bottini <manuel.bottini@arm.com>2020-04-17 14:10:38 +0000
commit4c6bd514a8d424a29b776754f1b3426fa3a8c339 (patch)
treeed20ea238ae069ab138b62ea6879e0c1b955b606 /arm_compute/core/CL/kernels/CLGEMMLowpReductionKernel.h
parentd2f6d96cdc2ad2169c4abd0a8c4884f61ed6d186 (diff)
downloadComputeLibrary-4c6bd514a8d424a29b776754f1b3426fa3a8c339.tar.gz
COMPMID-3280: Make all ML primitives for CL use the new interface - Part 1
- Only CLKernels have been updated Change-Id: Ife55b847c2e39e712a186eb6ca452503d5b66937 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3001 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/core/CL/kernels/CLGEMMLowpReductionKernel.h')
-rw-r--r--arm_compute/core/CL/kernels/CLGEMMLowpReductionKernel.h36
1 files changed, 36 insertions, 0 deletions
diff --git a/arm_compute/core/CL/kernels/CLGEMMLowpReductionKernel.h b/arm_compute/core/CL/kernels/CLGEMMLowpReductionKernel.h
index 71681cf628..4b610fa6d0 100644
--- a/arm_compute/core/CL/kernels/CLGEMMLowpReductionKernel.h
+++ b/arm_compute/core/CL/kernels/CLGEMMLowpReductionKernel.h
@@ -57,6 +57,18 @@ public:
* - mul_byscalar True if each reduced column/row must be multiplied by a scalar value.
*/
virtual void configure(const ICLTensor *input, ICLTensor *output, const GEMMLowpReductionKernelInfo &info) = 0;
+ /** Initialise the kernel's input and output.
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] input Input tensor. Data type supported: S8
+ * @param[out] output Output row-vector of sums of all the entries in each row/col of input tensor. Data type supported: S32
+ * @param[in] info Kernel metadata:
+ * - k Number of matrix columns/rows depending on the type of reduction.
+ * - is_reshaped True if the matrix has been reshaped.
+ * - scalar Scalar value to multiply each reduced column/row by.
+ * - mul_byscalar True if each reduced column/row must be multiplied by a scalar value.
+ */
+ virtual void configure(CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output, const GEMMLowpReductionKernelInfo &info) = 0;
protected:
const ICLTensor *_input;
@@ -82,6 +94,18 @@ public:
* - mul_byscalar True if each reduced column/row must be multiplied by a scalar value.
*/
void configure(const ICLTensor *mtx_a, ICLTensor *vector_sum_row, const GEMMLowpReductionKernelInfo &info) override;
+ /** Initialise the kernel's input and output.
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] mtx_a Input tensor. Data type supported: QASYMM8/QASYMM8_SIGNED
+ * @param[out] vector_sum_row Output row-vector of sums of all the entries in each row of mtx_a. Data type supported: S32
+ * @param[in] info Kernel metadata:
+ * - k Number of matrix columns/rows depending on the type of reduction.
+ * - is_reshaped True if the matrix has been reshaped.
+ * - scalar Scalar value to multiply each reduced column/row by.
+ * - mul_byscalar True if each reduced column/row must be multiplied by a scalar value.
+ */
+ void configure(CLCompileContext &compile_context, const ICLTensor *mtx_a, ICLTensor *vector_sum_row, const GEMMLowpReductionKernelInfo &info) override;
/** Static function to check if given info will lead to a valid configuration of @ref CLGEMMLowpMatrixAReductionKernel
*
* @param[in] mtx_a Input tensor. Data type supported: QASYMM8/QASYMM8_SIGNED
@@ -119,6 +143,18 @@ public:
* - mul_byscalar True if each reduced column/row must be multiplied by a scalar value.
*/
void configure(const ICLTensor *mtx_b, ICLTensor *vector_sum_col, const GEMMLowpReductionKernelInfo &info) override;
+ /** Initialise the kernel's input and output.
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] mtx_b Input tensor. Data type supported: Data type supported: QASYMM8/QASYMM8_SIGNED
+ * @param[out] vector_sum_col Output row-vector of sums of all the entries in each column of mtx_b. Data type supported: S32
+ * @param[in] info Kernel metadata:
+ * - k Number of matrix columns/rows depending on the type of reduction.
+ * - is_reshaped True if the matrix has been reshaped.
+ * - scalar Scalar value to multiply each reduced column/row by.
+ * - mul_byscalar True if each reduced column/row must be multiplied by a scalar value.
+ */
+ void configure(CLCompileContext &compile_context, const ICLTensor *mtx_b, ICLTensor *vector_sum_col, const GEMMLowpReductionKernelInfo &info) override;
/** Static function to check if given info will lead to a valid configuration of @ref CLGEMMLowpMatrixBReductionKernel
*
* @param[in] mtx_b Input tensor. Data type supported: Data type supported: QASYMM8/QASYMM8_SIGNED