Convolutions¶
Overview¶
(layer) Convolution¶
(layer) BaseConvolution¶
- (base_conv) LayerSetUp
- 1. (conv_param) force_nd_im2col_
- 2. (conv_param) channel_axis_
- 3. (bottom[0]) num_spatial_axes_
- 4. (bottom[0]) bottom_dim_blob_shape
- 5. (bottom[0]) spatial_dim_blob_shape
- 6. (conv_param) kernel
- 7. (conv_param) stride
- 8. (conv_param) pad
- 9. (conv_param) dilation
- 10. (im2col) is_1x1_
- 11. (bottom[0]) channels_
- 12. (conv_param) num_output_
- 13. (conv_param) group_
- 14. (conv) conv_out_channels_, conv_in_channels_
- 15. (conv) blobs_, weights, bias
- 16. (conv) param_propagate_down_
- (base_conv) Reshape
- 1. (bottom[0]) num_axes
- 2. (bottom[0]) num_
- 3. (bottom[0]) channels_
- 4. (bottom[0]) shape
- 5. (bottom) bottom_shape_
- 6. (top) top_shape, output_shape_
- 7. (conv) conv_out_spatial_dim_
- 8. (conv) col_offset
- 9. (conv) output_offset_
- 10. (conv) conv_input_shape_
- 11. (conv) col_buffer_, col_buffer_shape_
- 12. (conv) bottom_dim_, top_dim_
- 13. (conv) num_kernels_im2col_, num_kernels_col2im_
- 14. (conv) bias_multiplier_
- (base_conv) forward_cpu_gemm
- (base_conv) forward_cpu_bias
- (base_conv) backward_cpu_gemm
- (base_conv) backward_cpu_bias
- (base_conv) weight_cpu_gemm
- (base_conv) conv_im2col_cpu
- (base_conv) conv_col2im_cpu