diff options
Diffstat (limited to 'src')
-rw-r--r-- | src/core/CL/kernels/CLPoolingLayerKernel.cpp | 4 | ||||
-rw-r--r-- | src/core/NEON/kernels/NEPoolingLayerKernel.cpp | 14 | ||||
-rw-r--r-- | src/runtime/CL/functions/CLPoolingLayer.cpp | 6 | ||||
-rw-r--r-- | src/runtime/NEON/functions/NEPoolingLayer.cpp | 2 |
4 files changed, 15 insertions, 11 deletions
diff --git a/src/core/CL/kernels/CLPoolingLayerKernel.cpp b/src/core/CL/kernels/CLPoolingLayerKernel.cpp index 2c45df8d4d..1d9aa33171 100644 --- a/src/core/CL/kernels/CLPoolingLayerKernel.cpp +++ b/src/core/CL/kernels/CLPoolingLayerKernel.cpp @@ -80,7 +80,7 @@ std::tuple<Status, Window, CLPoolingConfig> validate_and_configure_window(ITenso ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); // Get data layout - const DataLayout data_layout = input->data_layout(); + const DataLayout data_layout = pool_info.data_layout == DataLayout::UNKNOWN ? input->data_layout() : pool_info.data_layout; const int idx_width = get_data_layout_dimension_index(data_layout, DataLayoutDimension::WIDTH); const int idx_height = get_data_layout_dimension_index(data_layout, DataLayoutDimension::HEIGHT); @@ -179,7 +179,7 @@ void CLPoolingLayerKernel::configure(const ICLTensor *input, ICLTensor *output, _input = input; _output = output; _pool_info = pool_info; - _data_layout = input->info()->data_layout(); + _data_layout = pool_info.data_layout == DataLayout::UNKNOWN ? input->info()->data_layout() : pool_info.data_layout; int pool_stride_x = 0; int pool_stride_y = 0; diff --git a/src/core/NEON/kernels/NEPoolingLayerKernel.cpp b/src/core/NEON/kernels/NEPoolingLayerKernel.cpp index 75b33f2e90..36116d20ec 100644 --- a/src/core/NEON/kernels/NEPoolingLayerKernel.cpp +++ b/src/core/NEON/kernels/NEPoolingLayerKernel.cpp @@ -163,7 +163,7 @@ std::pair<Status, Window> validate_and_configure_window(ITensorInfo *input, ITen // Output auto inizialitation if not yet initialized auto_init_if_empty(*output, input->clone()->set_tensor_shape(compute_pool_shape(*input, pool_info))); - DataLayout data_layout = input->data_layout(); + const auto data_layout = pool_info.data_layout == DataLayout::UNKNOWN ? input->data_layout() : pool_info.data_layout; unsigned int num_elems_read_per_iteration = 0; unsigned int num_elems_horizontal_window = 0; int pool_stride_x = 0; @@ -403,9 +403,9 @@ void NEPoolingLayerKernel::configure(const ITensor *input, ITensor *output, cons const int pool_stride_x = pad_stride_info.stride().first; // Get data layout - const DataLayout data_layout = input->info()->data_layout(); - const int idx_width = get_data_layout_dimension_index(data_layout, DataLayoutDimension::WIDTH); - const int idx_height = get_data_layout_dimension_index(data_layout, DataLayoutDimension::HEIGHT); + const auto data_layout = pool_info.data_layout == DataLayout::UNKNOWN ? input->info()->data_layout() : pool_info.data_layout; + const int idx_width = get_data_layout_dimension_index(data_layout, DataLayoutDimension::WIDTH); + const int idx_height = get_data_layout_dimension_index(data_layout, DataLayoutDimension::HEIGHT); // Update pool size in case of global pooling const Size2D pool_size( @@ -1932,9 +1932,9 @@ Status NEPoolingLayerKernel::validate(const ITensorInfo *input, const ITensorInf unsigned int pool_size_y = 0; // Get data layout - const DataLayout data_layout = input->data_layout(); - const int idx_width = get_data_layout_dimension_index(data_layout, DataLayoutDimension::WIDTH); - const int idx_height = get_data_layout_dimension_index(data_layout, DataLayoutDimension::HEIGHT); + const auto data_layout = pool_info.data_layout == DataLayout::UNKNOWN ? input->data_layout() : pool_info.data_layout; + const int idx_width = get_data_layout_dimension_index(data_layout, DataLayoutDimension::WIDTH); + const int idx_height = get_data_layout_dimension_index(data_layout, DataLayoutDimension::HEIGHT); pool_size_x = is_global_pooling ? input->dimension(idx_width) : pool_info.pool_size.width; pool_size_y = is_global_pooling ? input->dimension(idx_height) : pool_info.pool_size.height; diff --git a/src/runtime/CL/functions/CLPoolingLayer.cpp b/src/runtime/CL/functions/CLPoolingLayer.cpp index 00e5447875..883183492d 100644 --- a/src/runtime/CL/functions/CLPoolingLayer.cpp +++ b/src/runtime/CL/functions/CLPoolingLayer.cpp @@ -49,7 +49,11 @@ void CLPoolingLayer::configure(ICLTensor *input, ICLTensor *output, const Poolin { pixel_value = PixelValue(0, data_type, input->info()->quantization_info()); } - switch(input->info()->data_layout()) + + // Data layout + const auto data_layout = pool_info.data_layout == DataLayout::UNKNOWN ? input->info()->data_layout() : pool_info.data_layout; + + switch(data_layout) { case DataLayout::NCHW: border_mode = (PoolingType::MAX == pool_info.pool_type) ? BorderMode::REPLICATE : BorderMode::CONSTANT; diff --git a/src/runtime/NEON/functions/NEPoolingLayer.cpp b/src/runtime/NEON/functions/NEPoolingLayer.cpp index e1619188d1..6b87189c2b 100644 --- a/src/runtime/NEON/functions/NEPoolingLayer.cpp +++ b/src/runtime/NEON/functions/NEPoolingLayer.cpp @@ -41,7 +41,7 @@ void NEPoolingLayer::configure(ITensor *input, ITensor *output, const PoolingLay _is_global_pooling_layer = (input->info()->dimension(0) == pool_info.pool_size.width) && (input->info()->dimension(1) == pool_info.pool_size.height); // Get data layout - _data_layout = input->info()->data_layout(); + _data_layout = pool_info.data_layout == DataLayout::UNKNOWN ? input->info()->data_layout() : pool_info.data_layout; // Configure pooling kernel _pooling_layer_kernel.configure(input, output, pool_info); |