From 8a2d7cecea194ac8eafa91721fb5b09ae01e5971 Mon Sep 17 00:00:00 2001 From: Gunes Bayir Date: Wed, 28 Dec 2022 10:28:20 +0000 Subject: Extend Transposed Conv. for tiles with N0>1 Partially Resolves: COMPMID-5724 Signed-off-by: Gunes Bayir Change-Id: I0aeddddcdd87c8c79f6dae9a76ffdc2ba0c08e17 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8883 Benchmark: Arm Jenkins Tested-by: Arm Jenkins Reviewed-by: Gian Marco Iodice Comments-Addressed: Arm Jenkins --- src/gpu/cl/kernels/ClTransposedConvolutionKernel.cpp | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) (limited to 'src/gpu/cl/kernels/ClTransposedConvolutionKernel.cpp') diff --git a/src/gpu/cl/kernels/ClTransposedConvolutionKernel.cpp b/src/gpu/cl/kernels/ClTransposedConvolutionKernel.cpp index 714ca8e6d1..1390451ed8 100644 --- a/src/gpu/cl/kernels/ClTransposedConvolutionKernel.cpp +++ b/src/gpu/cl/kernels/ClTransposedConvolutionKernel.cpp @@ -130,8 +130,13 @@ void ClTransposedConvolutionKernel::configure(const CLCompileContext &compile_co Window win; output_shape.collapse(2U, 1U); // Collapse width and height into single dimension + const unsigned int n0 = adjust_vec_size(16 / output->element_size(), output_channels); + const unsigned int m0 = 1; + const unsigned int k0 = adjust_vec_size(16 / input->element_size(), input_channels); + const unsigned int partial_store_n0 = output_channels % n0; + // Create window and update padding - win = calculate_max_window(output_shape, Steps(1, 1)); + win = calculate_max_window(output_shape, Steps(n0, m0)); ICLKernel::configure_internal(win); const std::string kernel_name = "transposed_convolution_nhwc"; @@ -140,11 +145,6 @@ void ClTransposedConvolutionKernel::configure(const CLCompileContext &compile_co const DataType input_data_type = input->data_type(); const PaddingInfo strides = deconv_info.stride(); - const unsigned int n0 = 1; - const unsigned int m0 = 1; - const unsigned int k0 = adjust_vec_size(16 / input->element_size(), input_channels); - const unsigned int partial_store_n0 = output_channels % n0; - if(biases != nullptr) { build_options.add_option(std::string("-DHAS_BIAS")); -- cgit v1.2.1