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Diffstat (limited to 'src/core/CL/kernels/CLDepthwiseConvolutionLayer3x3NCHWKernel.cpp')
-rw-r--r--src/core/CL/kernels/CLDepthwiseConvolutionLayer3x3NCHWKernel.cpp38
1 files changed, 20 insertions, 18 deletions
diff --git a/src/core/CL/kernels/CLDepthwiseConvolutionLayer3x3NCHWKernel.cpp b/src/core/CL/kernels/CLDepthwiseConvolutionLayer3x3NCHWKernel.cpp
index a40aa2856c..de7e2b8737 100644
--- a/src/core/CL/kernels/CLDepthwiseConvolutionLayer3x3NCHWKernel.cpp
+++ b/src/core/CL/kernels/CLDepthwiseConvolutionLayer3x3NCHWKernel.cpp
@@ -225,8 +225,17 @@ void CLDepthwiseConvolutionLayer3x3NCHWKernel::configure(const ICLTensor *input,
_conv_pad_top = conv_info.pad_top();
_border_size = BorderSize(_conv_pad_top, conv_info.pad_right(), conv_info.pad_bottom(), _conv_pad_left);
+ // Configure kernel window
+ std::string kernel_name;
+ const GPUTarget gpu_target = get_target();
+
+ auto win_config = validate_and_configure_window(input->info(), weights->info(), output->info(), conv_info, depth_multiplier, gpu_target, kernel_name);
+ ARM_COMPUTE_ERROR_THROW_ON(win_config.first);
+ ICLKernel::configure_internal(win_config.second);
+
// Set build options
CLBuildOptions build_opts;
+ build_opts.add_option("-DDST_CHANNELS=" + support::cpp11::to_string(_output->info()->tensor_shape().z()));
build_opts.add_option("-DDEPTH_MULTIPLIER=" + support::cpp11::to_string(depth_multiplier));
build_opts.add_option("-DCONV_STRIDE_X=" + support::cpp11::to_string(_conv_stride_x));
build_opts.add_option_if(_biases != nullptr, "-DHAS_BIAS");
@@ -273,15 +282,6 @@ void CLDepthwiseConvolutionLayer3x3NCHWKernel::configure(const ICLTensor *input,
}
}
}
-
- // Configure kernel window
- std::string kernel_name;
- const GPUTarget gpu_target = get_target();
-
- auto win_config = validate_and_configure_window(input->info(), weights->info(), output->info(), conv_info, depth_multiplier, gpu_target, kernel_name);
- ARM_COMPUTE_ERROR_THROW_ON(win_config.first);
- ICLKernel::configure_internal(win_config.second);
-
_kernel = static_cast<cl::Kernel>(CLKernelLibrary::get().create_kernel(kernel_name, build_opts.options()));
// Set config_id for enabling LWS tuning
@@ -316,15 +316,17 @@ void CLDepthwiseConvolutionLayer3x3NCHWKernel::run(const Window &window, cl::Com
ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this);
ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(IKernel::window(), window);
+ Window collapsed = window.collapse_if_possible(ICLKernel::window(), Window::DimZ);
+
// Create input window and adjust
- Window win_in = window;
- win_in.adjust(Window::DimX, -_conv_pad_left, true);
- win_in.adjust(Window::DimY, -_conv_pad_top, true);
- win_in.set_dimension_step(Window::DimX, window.x().step() * _conv_stride_x);
- win_in.set_dimension_step(Window::DimY, window.y().step() * _conv_stride_y);
-
- Window slice_in = win_in.first_slice_window_3D();
- Window slice_out = window.first_slice_window_3D();
+ Window collapsed_in = collapsed;
+ collapsed_in.adjust(Window::DimX, -_conv_pad_left, true);
+ collapsed_in.adjust(Window::DimY, -_conv_pad_top, true);
+ collapsed_in.set_dimension_step(Window::DimX, collapsed_in.x().step() * _conv_stride_x);
+ collapsed_in.set_dimension_step(Window::DimY, collapsed_in.y().step() * _conv_stride_y);
+
+ Window slice_in = collapsed_in.first_slice_window_3D();
+ Window slice_out = collapsed.first_slice_window_3D();
Window slice_weights = window.first_slice_window_3D();
slice_weights.set_dimension_step(Window::DimX, 0);
slice_weights.set_dimension_step(Window::DimY, 0);
@@ -347,5 +349,5 @@ void CLDepthwiseConvolutionLayer3x3NCHWKernel::run(const Window &window, cl::Com
enqueue(queue, *this, slice_out, lws_hint());
}
- while(window.slide_window_slice_3D(slice_out) && win_in.slide_window_slice_3D(slice_in));
+ while(collapsed.slide_window_slice_3D(slice_out) && collapsed_in.slide_window_slice_3D(slice_in));
}