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-rw-r--r--src/runtime/CL/functions/CLDepthwiseConvolutionLayer.cpp24
1 files changed, 19 insertions, 5 deletions
diff --git a/src/runtime/CL/functions/CLDepthwiseConvolutionLayer.cpp b/src/runtime/CL/functions/CLDepthwiseConvolutionLayer.cpp
index e821726d0e..8546471fdd 100644
--- a/src/runtime/CL/functions/CLDepthwiseConvolutionLayer.cpp
+++ b/src/runtime/CL/functions/CLDepthwiseConvolutionLayer.cpp
@@ -54,19 +54,22 @@ bool export_weights_to_cl_image_heuristic(const ITensorInfo *weights, unsigned i
const size_t kernel_w = weights->tensor_shape()[idx_w];
const size_t kernel_h = weights->tensor_shape()[idx_h];
- if((kernel_w == 1) && (kernel_h == 1))
+ if(gpu_target == GPUTarget::G71 || get_arch_from_target(gpu_target) == GPUTarget::MIDGARD)
{
return false;
}
- if(depth_multiplier > 1)
+ if((kernel_w == 1) && (kernel_h == 1))
{
return false;
}
- if(gpu_target == GPUTarget::G71 || get_arch_from_target(gpu_target) == GPUTarget::MIDGARD)
+ if(depth_multiplier > 1)
{
- return false;
+ if((depth_multiplier % 4) != 0)
+ {
+ return false;
+ }
}
return true;
@@ -110,7 +113,18 @@ void initialize_dwc_native_compute_info(DWCComputeKernelInfo &dwc_compute_info,
}
else
{
- dwc_compute_info.n0 = 1;
+ if((depth_multiplier % 4) == 0)
+ {
+ dwc_compute_info.n0 = 4;
+ }
+ else if((depth_multiplier % 2) == 0)
+ {
+ dwc_compute_info.n0 = 2;
+ }
+ else
+ {
+ dwc_compute_info.n0 = 1;
+ }
}
dwc_compute_info.n0 = adjust_vec_size(dwc_compute_info.n0, weights->dimension(0));