diff options
Diffstat (limited to 'tests/validation/reference/Im2Col.cpp')
| -rw-r--r-- | tests/validation/reference/Im2Col.cpp | 66 |
1 files changed, 5 insertions, 61 deletions
diff --git a/tests/validation/reference/Im2Col.cpp b/tests/validation/reference/Im2Col.cpp index 0c41d88f3e..076b2aba07 100644 --- a/tests/validation/reference/Im2Col.cpp +++ b/tests/validation/reference/Im2Col.cpp @@ -93,52 +93,6 @@ template <typename T> void im2col_nhwc(const SimpleTensor<T> &src, SimpleTensor<T> &dst, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias) { ARM_COMPUTE_ERROR_ON(src.data_layout() != DataLayout::NHWC); - const int pad_x = conv_info.pad().first; - const int pad_y = conv_info.pad().second; - const int stride_x = conv_info.stride().first; - const int stride_y = conv_info.stride().second; - const int kernel_width = kernel_dims.width; - const int kernel_height = kernel_dims.height; - const int src_width = src.shape().y(); - const int src_height = src.shape().z(); - const int src_depth = src.shape().x(); - const int batches = src.shape().total_size_upper(3); - const int pad_val = is_data_type_quantized_asymmetric(src.data_type()) ? src.quantization_info().offset : 0; - int dst_idx = 0; - - const int lasty = src_height + (kernel_height > 1 ? pad_y : 0) - kernel_height; - const int lastx = src_width + (kernel_width > 1 ? pad_x : 0) - kernel_width; - - for(int b = 0; b < batches; ++b) - { - for(int y = -pad_y; y <= lasty; y += stride_y) - { - for(int x = -pad_x; x <= lastx; x += stride_x) - { - for(int z = 0; z < src_depth; ++z) - { - for(int patch_y = y; patch_y < (y + kernel_height); ++patch_y) - { - for(int patch_x = x; patch_x < (x + kernel_width); ++patch_x) - { - dst[dst_idx++] = tensor_elem_at(src, Coordinates(z, patch_x, patch_y, b), BorderMode::CONSTANT, static_cast<T>(pad_val)); - } - } - } - - if(has_bias) - { - dst[dst_idx++] = static_cast<T>(1); - } - } - } - } -} - -template <typename T> -void im2col_nhwc_channel_first(const SimpleTensor<T> &src, SimpleTensor<T> &dst, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias) -{ - ARM_COMPUTE_ERROR_ON(src.data_layout() != DataLayout::NHWC); const int stride_x = conv_info.stride().first; const int stride_y = conv_info.stride().second; const int kernel_width = kernel_dims.width; @@ -185,7 +139,7 @@ void im2col_nhwc_channel_first(const SimpleTensor<T> &src, SimpleTensor<T> &dst, } template <typename T> -void im2col(const SimpleTensor<T> &src, SimpleTensor<T> &dst, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias, const unsigned int num_groups, bool channels_first_output_nhwc) +void im2col(const SimpleTensor<T> &src, SimpleTensor<T> &dst, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias, const unsigned int num_groups) { switch(src.data_layout()) { @@ -196,14 +150,7 @@ void im2col(const SimpleTensor<T> &src, SimpleTensor<T> &dst, const Size2D &kern } case DataLayout::NHWC: { - if(channels_first_output_nhwc) - { - im2col_nhwc_channel_first(src, dst, kernel_dims, conv_info, has_bias); - } - else - { - im2col_nhwc(src, dst, kernel_dims, conv_info, has_bias); - } + im2col_nhwc(src, dst, kernel_dims, conv_info, has_bias); break; } default: @@ -214,12 +161,9 @@ void im2col(const SimpleTensor<T> &src, SimpleTensor<T> &dst, const Size2D &kern } } -template void im2col(const SimpleTensor<uint8_t> &src, SimpleTensor<uint8_t> &dst, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias, unsigned int num_groups, - bool channels_first_output_nhwc); -template void im2col(const SimpleTensor<half> &src, SimpleTensor<half> &dst, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias, unsigned int num_groups, - bool channels_first_output_nhwc); -template void im2col(const SimpleTensor<float> &src, SimpleTensor<float> &dst, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias, unsigned int num_groups, - bool channels_first_output_nhwc); +template void im2col(const SimpleTensor<uint8_t> &src, SimpleTensor<uint8_t> &dst, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias, unsigned int num_groups); +template void im2col(const SimpleTensor<half> &src, SimpleTensor<half> &dst, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias, unsigned int num_groups); +template void im2col(const SimpleTensor<float> &src, SimpleTensor<float> &dst, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias, unsigned int num_groups); } // namespace reference } // namespace validation } // namespace test |