From 96fa7637c0d7bffa4a64bfffdadb7aef36838bc0 Mon Sep 17 00:00:00 2001 From: Adnan AlSinan Date: Wed, 10 Aug 2022 18:14:33 +0100 Subject: Fix performance regression in Conv2D on OpenCL - Affect CL backend. - For FP32 datatype, affect different platforms. Resolves COMPMID-5479 Signed-off-by: Adnan AlSinan Change-Id: I705d718bc9b7def218034958f7ef86f2c2abe06d Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8064 Benchmark: Arm Jenkins Tested-by: Arm Jenkins Reviewed-by: Gian Marco Iodice Comments-Addressed: Arm Jenkins --- src/gpu/cl/operators/ClConv2d.cpp | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/gpu/cl/operators/ClConv2d.cpp b/src/gpu/cl/operators/ClConv2d.cpp index db193ceb01..8119fc8e3d 100644 --- a/src/gpu/cl/operators/ClConv2d.cpp +++ b/src/gpu/cl/operators/ClConv2d.cpp @@ -281,7 +281,7 @@ ConvolutionMethod ClConv2d::get_convolution_method(const ITensorInfo *src, const } // Direct convolution case - if(is_direct_valid && workload_gte_8192) + if(is_direct_valid) { if((gpu_target == arm_compute::GPUTarget::G71 || gpu_target == arm_compute::GPUTarget::G72 || get_arch_from_target(gpu_target) == arm_compute::GPUTarget::MIDGARD)) { @@ -292,14 +292,14 @@ ConvolutionMethod ClConv2d::get_convolution_method(const ITensorInfo *src, const } else if(gpu_target == arm_compute::GPUTarget::G76) { - if((is_large_kernel_sz && is_ifm_ge_16) || (is_ofm_lte_8 && is_ifm_ge_16)) + if((is_large_kernel_sz && workload_gte_8192 && is_ifm_ge_16) || (is_ofm_lte_8 && is_ifm_ge_16)) { return ConvolutionMethod::DIRECT; } } else { - if(is_large_kernel_sz || is_ofm_lte_8 || is_m_one) + if( ((is_large_kernel_sz || is_m_one) && workload_gte_8192) || is_ofm_lte_8 ) { return ConvolutionMethod::DIRECT; } -- cgit v1.2.1