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authorGian Marco Iodice <gianmarco.iodice@arm.com>2020-07-09 08:41:10 +0100
committerGian Marco Iodice <gianmarco.iodice@arm.com>2020-07-15 08:37:31 +0000
commited5fe69b6612a5cf0dd52340f6781885d77afbc9 (patch)
treefc0ca94be92fe7c39e4c2047379b3bd301e9d67e /arm_compute
parent4667dddc0ed403c636348294cd7f70261e5540cf (diff)
downloadComputeLibrary-ed5fe69b6612a5cf0dd52340f6781885d77afbc9.tar.gz
COMPMID-3326: Update heuristic for GEMMReshaped and GEMMReshapedOnlyRHS
- Update the heuristic for Arm Mali-G76 (F32) in order to use the OpenCL image2d object on GEMM - Create utility function to validate the support for image2d Change-Id: I0913ac5f27fd07992b0ac188af753a2abeb034ca Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3559 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')
-rw-r--r--arm_compute/core/CL/gemm/CLGEMMHelpers.h37
1 files changed, 25 insertions, 12 deletions
diff --git a/arm_compute/core/CL/gemm/CLGEMMHelpers.h b/arm_compute/core/CL/gemm/CLGEMMHelpers.h
index a370f9171a..013c068cf7 100644
--- a/arm_compute/core/CL/gemm/CLGEMMHelpers.h
+++ b/arm_compute/core/CL/gemm/CLGEMMHelpers.h
@@ -29,32 +29,45 @@
namespace arm_compute
{
+class ITensorInfo;
+struct GEMMRHSMatrixInfo;
+
namespace cl_gemm
{
/** Configure @ref GEMMLHSMatrixInfo and @ref GEMMRHSMatrixInfo
*
- * @param[in] m Number of rows (M) in the LHS matrix not reshaped
- * @param[in] n Number of columns (N) in the RHS matrix not reshaped
- * @param[in] m0 Number of rows processed by each thread/work-item
- * @param[in] n0 Number of columns processed by each thread/work-item
- * @param[in] k0 Number of inner accumulation performed by each thread/work-item
- * @param[in] v0 Number of vertical blocks of size (m0xk0) stored on the same output row
- * @param[in] h0 Number of horizontal blocks of size (k0xn0) stored on the same output row
- * @param[in] lhs_interleave True if the v0 (m0xk0) blocks have to be interleaved in the output row
- * @param[in] rhs_interleave True if the h0 (k0xn0) blocks have to be interleaved in the output row
- * @param[in] lhs_transpose True if the (m0xk0) block has to be transposed before been stored
- * @param[in] rhs_transpose True if the (k0xn0) block has to be transposed before been stored
+ * @param[in] m Number of rows (M) in the LHS matrix not reshaped
+ * @param[in] n Number of columns (N) in the RHS matrix not reshaped
+ * @param[in] m0 Number of rows processed by each thread/work-item
+ * @param[in] n0 Number of columns processed by each thread/work-item
+ * @param[in] k0 Number of inner accumulation performed by each thread/work-item
+ * @param[in] v0 Number of vertical blocks of size (m0xk0) stored on the same output row
+ * @param[in] h0 Number of horizontal blocks of size (k0xn0) stored on the same output row
+ * @param[in] lhs_interleave True if the v0 (m0xk0) blocks have to be interleaved in the output row
+ * @param[in] rhs_interleave True if the h0 (k0xn0) blocks have to be interleaved in the output row
+ * @param[in] lhs_transpose True if the (m0xk0) block has to be transposed before been stored
+ * @param[in] rhs_transpose True if the (k0xn0) block has to be transposed before been stored
+ * @param[in] export_to_cl_image (Optional) True if the RHS reshaped matrix has to be exported to cl_image
*
* @return @ref GEMMLHSMatrixInfo and @ref GEMMRHSMatrixInfo
*/
std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_lhs_rhs_info(unsigned int m, unsigned int n, unsigned int m0, unsigned int n0, unsigned int k0, unsigned int v0, unsigned int h0,
- bool lhs_interleave, bool rhs_interleave, bool lhs_transpose, bool rhs_transpose);
+ bool lhs_interleave, bool rhs_interleave, bool lhs_transpose, bool rhs_transpose, bool export_to_cl_image = false);
/** Update padding required to export the OpenCL buffer to OpenCL image2d
*
* @param[in,out] tensor ITensorInfo of the tensor required to be exported to OpenCL image2d
*/
void update_padding_for_cl_image(ITensorInfo *tensor);
+
+/** Utility function to validate the image2d OpenCL object support on the RHS reshaped matrix
+ *
+ * @param[in] tensor_reshaped_info TensorInfo for the RHS reshaped matrix
+ * @param[in] rhs_info @ref GEMMRHSMatrixInfo
+ *
+ * @return Status reporting if we can use the image2d OpenCL object on the RHS reshaped matrix
+ */
+Status validate_image2d_support_on_rhs(const ITensorInfo &tensor_reshaped_info, const GEMMRHSMatrixInfo &rhs_info);
} // namespace cl_gemm
} // namespace arm_compute
#endif /*ARM_COMPUTE_CLGEMMHELPERS_H */