{ "layers" : [ { "bottom" : "input_tensor", "input_four_cc" : "420YpCbCr8BiPlanarVideoRange", "weights" : { }, "debug_info" : "", "top" : "input_y,input_uv", "type" : "plane_rw", "name" : "plane_rw_0" }, { "bottom" : "input_y", "t" : 0, "weights" : { }, "l" : 0, "debug_info" : "", "r" : 1440, "top" : "cropped_y", "type" : "crop", "name" : "crop_0", "b" : 808 }, { "bottom" : "input_uv", "t" : 0, "weights" : { }, "l" : 0, "debug_info" : "", "r" : 720, "top" : "cropped_uv", "type" : "crop", "name" : "crop_1", "b" : 404 }, { "bottom" : "cropped_y", "alpha" : 0.0039215688593685627, "operation" : 3, "weights" : { }, "fused_relu" : 0, "debug_info" : "", "top" : "y_scaled", "type" : "elementwise", "name" : "elementwise_0", "beta" : 0 }, { "bottom" : "cropped_uv", "alpha" : 0.0039215688593685627, "operation" : 3, "weights" : { }, "fused_relu" : 0, "debug_info" : "", "top" : "uv_scaled", "type" : "elementwise", "name" : "elementwise_1", "beta" : 0 }, { "bottom" : "uv_scaled", "alpha" : -0.5, "operation" : 2, "weights" : { }, "fused_relu" : 0, "debug_info" : "", "top" : "uv_biased", "type" : "elementwise", "name" : "elementwise_2", "beta" : 0 }, { "block_size" : 2, "bottom" : "y_scaled", "weights" : { }, "reverse" : 0, "pixel_shuffle" : 0, "debug_info" : "", "top" : "y_4_channel", "type" : "space_to_depth", "name" : "space_to_depth_0" }, { "bottom" : "y_4_channel,uv_biased", "weights" : { }, "axis" : 2, "debug_info" : "", "top" : "x_1", "type" : "general_concat", "name" : "general_concat_0" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "residual.1", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "residual.1", "K" : 6, "blob_biases" : 1, "name" : "residual.1", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 12, "bottom" : "x_1", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 3 }, { "pad_r" : 3, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.3", "pad_fill_mode" : 0, "pad_b" : 3, "pad_l" : 3, "top" : "x.3", "K" : 6, "blob_biases" : 5, "name" : "x.3", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 6, "pad_t" : 3, "has_biases" : 1, "C" : 6, "bottom" : "x_1", "weights" : { }, "Nx" : 7, "pad_mode" : 0, "pad_value" : 0, "Ny" : 7, "n_parallel" : 1, "blob_weights_f16" : 7 }, { "axis_h" : 0, "axis_w" : 2, "bottom" : "x.3", "axis_k" : 1, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_17", "top" : "transpose_17", "type" : "transpose", "name" : "transpose_17" }, { "axis_mode" : 1, "bottom" : "transpose_17", "weights" : { }, "mode" : 1, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.5_mean", "use_version" : 1, "top" : "x.5_mean", "type" : "reduce", "name" : "x.5_mean" }, { "bottom" : "transpose_17,x.5_mean", "alpha" : 1, "operation" : 33, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.5_sub_mean", "nd_mode" : true, "top" : "x.5_sub_mean", "type" : "elementwise", "name" : "x.5_sub_mean", "beta" : 0 }, { "bottom" : "x.5_sub_mean", "alpha" : 2, "operation" : 13, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.5_square", "top" : "x.5_square", "type" : "elementwise", "name" : "x.5_square", "beta" : 0 }, { "axis_mode" : 1, "bottom" : "x.5_square", "weights" : { }, "mode" : 0, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.5_square_sum", "use_version" : 1, "top" : "x.5_square_sum", "type" : "reduce", "name" : "x.5_square_sum" }, { "top" : "x.5_div_constant", "w" : 1, "h" : 1, "name" : "x.5_div_constant", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.5_div_constant", "n" : 1, "weights" : { }, "constant_blob" : 9 }, { "bottom" : "x.5_square_sum,x.5_div_constant", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.5_div_square_sum", "nd_mode" : true, "top" : "x.5_div_square_sum", "type" : "elementwise", "name" : "x.5_div_square_sum", "beta" : 0 }, { "top" : "x.5_epsilon", "w" : 1, "h" : 1, "name" : "x.5_epsilon", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.5_epsilon", "n" : 1, "weights" : { }, "constant_blob" : 11 }, { "bottom" : "x.5_div_square_sum,x.5_epsilon", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.5_add_epsilon", "top" : "x.5_add_epsilon", "type" : "elementwise", "name" : "x.5_add_epsilon", "beta" : 0 }, { "bottom" : "x.5_add_epsilon", "alpha" : 1, "operation" : 11, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.5_sqrt", "top" : "x.5_sqrt", "type" : "elementwise", "name" : "x.5_sqrt", "beta" : 0 }, { "bottom" : "x.5_sub_mean,x.5_sqrt", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.5_divide", "nd_mode" : true, "top" : "x.5_divide", "type" : "elementwise", "name" : "x.5_divide", "beta" : 0 }, { "top" : "x.5_gamma", "w" : 6, "h" : 1, "name" : "x.5_gamma", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.5_gamma", "n" : 1, "weights" : { }, "constant_blob" : 13 }, { "top" : "x.5_beta", "w" : 6, "h" : 1, "name" : "x.5_beta", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.5_beta", "n" : 1, "weights" : { }, "constant_blob" : 15 }, { "bottom" : "x.5_divide,x.5_gamma", "alpha" : 1, "operation" : 1, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.5_mul", "nd_mode" : true, "top" : "x.5_mul", "type" : "elementwise", "name" : "x.5_mul", "beta" : 0 }, { "bottom" : "x.5_mul,x.5_beta", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.5", "nd_mode" : true, "top" : "x.5", "type" : "elementwise", "name" : "x.5", "beta" : 0 }, { "axis_h" : 2, "axis_w" : 1, "bottom" : "x.5", "axis_k" : 0, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_16", "top" : "transpose_16", "type" : "transpose", "name" : "transpose_16" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "input.5", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "input.5", "K" : 6, "blob_biases" : 17, "name" : "input.5", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 24, "bottom" : "transpose_16", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 19 }, { "bottom" : "input.5", "weights" : { }, "mode" : 19, "debug_info" : "input.7", "top" : "input.7", "type" : "activation", "name" : "input.7" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.7", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "x.7", "K" : 24, "blob_biases" : 21, "name" : "x.7", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 12, "bottom" : "input.7", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 23 }, { "bottom" : "x.7,residual.1", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "input.9", "top" : "input.9", "type" : "elementwise", "name" : "input.9", "beta" : 0 }, { "pad_r" : 3, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.9", "pad_fill_mode" : 0, "pad_b" : 3, "pad_l" : 3, "top" : "x.9", "K" : 12, "blob_biases" : 25, "name" : "x.9", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 12, "pad_t" : 3, "has_biases" : 1, "C" : 12, "bottom" : "input.9", "weights" : { }, "Nx" : 7, "pad_mode" : 0, "pad_value" : 0, "Ny" : 7, "n_parallel" : 1, "blob_weights_f16" : 27 }, { "axis_h" : 0, "axis_w" : 2, "bottom" : "x.9", "axis_k" : 1, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_15", "top" : "transpose_15", "type" : "transpose", "name" : "transpose_15" }, { "axis_mode" : 1, "bottom" : "transpose_15", "weights" : { }, "mode" : 1, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.11_mean", "use_version" : 1, "top" : "x.11_mean", "type" : "reduce", "name" : "x.11_mean" }, { "bottom" : "transpose_15,x.11_mean", "alpha" : 1, "operation" : 33, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.11_sub_mean", "nd_mode" : true, "top" : "x.11_sub_mean", "type" : "elementwise", "name" : "x.11_sub_mean", "beta" : 0 }, { "bottom" : "x.11_sub_mean", "alpha" : 2, "operation" : 13, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.11_square", "top" : "x.11_square", "type" : "elementwise", "name" : "x.11_square", "beta" : 0 }, { "axis_mode" : 1, "bottom" : "x.11_square", "weights" : { }, "mode" : 0, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.11_square_sum", "use_version" : 1, "top" : "x.11_square_sum", "type" : "reduce", "name" : "x.11_square_sum" }, { "top" : "x.11_div_constant", "w" : 1, "h" : 1, "name" : "x.11_div_constant", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.11_div_constant", "n" : 1, "weights" : { }, "constant_blob" : 29 }, { "bottom" : "x.11_square_sum,x.11_div_constant", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.11_div_square_sum", "nd_mode" : true, "top" : "x.11_div_square_sum", "type" : "elementwise", "name" : "x.11_div_square_sum", "beta" : 0 }, { "top" : "x.11_epsilon", "w" : 1, "h" : 1, "name" : "x.11_epsilon", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.11_epsilon", "n" : 1, "weights" : { }, "constant_blob" : 31 }, { "bottom" : "x.11_div_square_sum,x.11_epsilon", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.11_add_epsilon", "top" : "x.11_add_epsilon", "type" : "elementwise", "name" : "x.11_add_epsilon", "beta" : 0 }, { "bottom" : "x.11_add_epsilon", "alpha" : 1, "operation" : 11, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.11_sqrt", "top" : "x.11_sqrt", "type" : "elementwise", "name" : "x.11_sqrt", "beta" : 0 }, { "bottom" : "x.11_sub_mean,x.11_sqrt", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.11_divide", "nd_mode" : true, "top" : "x.11_divide", "type" : "elementwise", "name" : "x.11_divide", "beta" : 0 }, { "top" : "x.11_gamma", "w" : 12, "h" : 1, "name" : "x.11_gamma", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.11_gamma", "n" : 1, "weights" : { }, "constant_blob" : 33 }, { "top" : "x.11_beta", "w" : 12, "h" : 1, "name" : "x.11_beta", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.11_beta", "n" : 1, "weights" : { }, "constant_blob" : 35 }, { "bottom" : "x.11_divide,x.11_gamma", "alpha" : 1, "operation" : 1, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.11_mul", "nd_mode" : true, "top" : "x.11_mul", "type" : "elementwise", "name" : "x.11_mul", "beta" : 0 }, { "bottom" : "x.11_mul,x.11_beta", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.11", "nd_mode" : true, "top" : "x.11", "type" : "elementwise", "name" : "x.11", "beta" : 0 }, { "axis_h" : 2, "axis_w" : 1, "bottom" : "x.11", "axis_k" : 0, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_14", "top" : "transpose_14", "type" : "transpose", "name" : "transpose_14" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "input.15", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "input.15", "K" : 12, "blob_biases" : 37, "name" : "input.15", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 48, "bottom" : "transpose_14", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 39 }, { "bottom" : "input.15", "weights" : { }, "mode" : 19, "debug_info" : "input.17", "top" : "input.17", "type" : "activation", "name" : "input.17" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.13", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "x.13", "K" : 48, "blob_biases" : 41, "name" : "x.13", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 12, "bottom" : "input.17", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 43 }, { "bottom" : "x.13,input.9", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "input.19", "top" : "input.19", "type" : "elementwise", "name" : "input.19", "beta" : 0 }, { "pad_r" : 0, "debug_info" : "input.21", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "size_x" : 2, "top" : "input.21", "top_shape_style" : 0, "stride_x" : 2, "avg_or_max" : 1, "average_count_exclude_padding" : 1, "type" : "pool", "name" : "input.21", "pad_t" : 0, "stride_y" : 2, "bottom" : "input.19", "weights" : { }, "pad_mode" : 2, "size_y" : 2, "pad_value" : 0 }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "residual.3", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "residual.3", "K" : 12, "blob_biases" : 45, "name" : "residual.3", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 24, "bottom" : "input.21", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 47 }, { "pad_r" : 3, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.15", "pad_fill_mode" : 0, "pad_b" : 3, "pad_l" : 3, "top" : "x.15", "K" : 12, "blob_biases" : 49, "name" : "x.15", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 12, "pad_t" : 3, "has_biases" : 1, "C" : 12, "bottom" : "input.21", "weights" : { }, "Nx" : 7, "pad_mode" : 0, "pad_value" : 0, "Ny" : 7, "n_parallel" : 1, "blob_weights_f16" : 51 }, { "axis_h" : 0, "axis_w" : 2, "bottom" : "x.15", "axis_k" : 1, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_13", "top" : "transpose_13", "type" : "transpose", "name" : "transpose_13" }, { "axis_mode" : 1, "bottom" : "transpose_13", "weights" : { }, "mode" : 1, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.17_mean", "use_version" : 1, "top" : "x.17_mean", "type" : "reduce", "name" : "x.17_mean" }, { "bottom" : "transpose_13,x.17_mean", "alpha" : 1, "operation" : 33, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.17_sub_mean", "nd_mode" : true, "top" : "x.17_sub_mean", "type" : "elementwise", "name" : "x.17_sub_mean", "beta" : 0 }, { "bottom" : "x.17_sub_mean", "alpha" : 2, "operation" : 13, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.17_square", "top" : "x.17_square", "type" : "elementwise", "name" : "x.17_square", "beta" : 0 }, { "axis_mode" : 1, "bottom" : "x.17_square", "weights" : { }, "mode" : 0, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.17_square_sum", "use_version" : 1, "top" : "x.17_square_sum", "type" : "reduce", "name" : "x.17_square_sum" }, { "top" : "x.17_div_constant", "w" : 1, "h" : 1, "name" : "x.17_div_constant", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.17_div_constant", "n" : 1, "weights" : { }, "constant_blob" : 53 }, { "bottom" : "x.17_square_sum,x.17_div_constant", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.17_div_square_sum", "nd_mode" : true, "top" : "x.17_div_square_sum", "type" : "elementwise", "name" : "x.17_div_square_sum", "beta" : 0 }, { "top" : "x.17_epsilon", "w" : 1, "h" : 1, "name" : "x.17_epsilon", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.17_epsilon", "n" : 1, "weights" : { }, "constant_blob" : 55 }, { "bottom" : "x.17_div_square_sum,x.17_epsilon", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.17_add_epsilon", "top" : "x.17_add_epsilon", "type" : "elementwise", "name" : "x.17_add_epsilon", "beta" : 0 }, { "bottom" : "x.17_add_epsilon", "alpha" : 1, "operation" : 11, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.17_sqrt", "top" : "x.17_sqrt", "type" : "elementwise", "name" : "x.17_sqrt", "beta" : 0 }, { "bottom" : "x.17_sub_mean,x.17_sqrt", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.17_divide", "nd_mode" : true, "top" : "x.17_divide", "type" : "elementwise", "name" : "x.17_divide", "beta" : 0 }, { "top" : "x.17_gamma", "w" : 12, "h" : 1, "name" : "x.17_gamma", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.17_gamma", "n" : 1, "weights" : { }, "constant_blob" : 57 }, { "top" : "x.17_beta", "w" : 12, "h" : 1, "name" : "x.17_beta", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.17_beta", "n" : 1, "weights" : { }, "constant_blob" : 59 }, { "bottom" : "x.17_divide,x.17_gamma", "alpha" : 1, "operation" : 1, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.17_mul", "nd_mode" : true, "top" : "x.17_mul", "type" : "elementwise", "name" : "x.17_mul", "beta" : 0 }, { "bottom" : "x.17_mul,x.17_beta", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.17", "nd_mode" : true, "top" : "x.17", "type" : "elementwise", "name" : "x.17", "beta" : 0 }, { "axis_h" : 2, "axis_w" : 1, "bottom" : "x.17", "axis_k" : 0, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_12", "top" : "transpose_12", "type" : "transpose", "name" : "transpose_12" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "input.27", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "input.27", "K" : 12, "blob_biases" : 61, "name" : "input.27", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 48, "bottom" : "transpose_12", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 63 }, { "bottom" : "input.27", "weights" : { }, "mode" : 19, "debug_info" : "input.29", "top" : "input.29", "type" : "activation", "name" : "input.29" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.19", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "x.19", "K" : 48, "blob_biases" : 65, "name" : "x.19", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 24, "bottom" : "input.29", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 67 }, { "bottom" : "x.19,residual.3", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "input.31", "top" : "input.31", "type" : "elementwise", "name" : "input.31", "beta" : 0 }, { "pad_r" : 3, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.21", "pad_fill_mode" : 0, "pad_b" : 3, "pad_l" : 3, "top" : "x.21", "K" : 24, "blob_biases" : 69, "name" : "x.21", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 24, "pad_t" : 3, "has_biases" : 1, "C" : 24, "bottom" : "input.31", "weights" : { }, "Nx" : 7, "pad_mode" : 0, "pad_value" : 0, "Ny" : 7, "n_parallel" : 1, "blob_weights_f16" : 71 }, { "axis_h" : 0, "axis_w" : 2, "bottom" : "x.21", "axis_k" : 1, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_11", "top" : "transpose_11", "type" : "transpose", "name" : "transpose_11" }, { "axis_mode" : 1, "bottom" : "transpose_11", "weights" : { }, "mode" : 1, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.23_mean", "use_version" : 1, "top" : "x.23_mean", "type" : "reduce", "name" : "x.23_mean" }, { "bottom" : "transpose_11,x.23_mean", "alpha" : 1, "operation" : 33, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.23_sub_mean", "nd_mode" : true, "top" : "x.23_sub_mean", "type" : "elementwise", "name" : "x.23_sub_mean", "beta" : 0 }, { "bottom" : "x.23_sub_mean", "alpha" : 2, "operation" : 13, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.23_square", "top" : "x.23_square", "type" : "elementwise", "name" : "x.23_square", "beta" : 0 }, { "axis_mode" : 1, "bottom" : "x.23_square", "weights" : { }, "mode" : 0, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.23_square_sum", "use_version" : 1, "top" : "x.23_square_sum", "type" : "reduce", "name" : "x.23_square_sum" }, { "top" : "x.23_div_constant", "w" : 1, "h" : 1, "name" : "x.23_div_constant", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.23_div_constant", "n" : 1, "weights" : { }, "constant_blob" : 73 }, { "bottom" : "x.23_square_sum,x.23_div_constant", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.23_div_square_sum", "nd_mode" : true, "top" : "x.23_div_square_sum", "type" : "elementwise", "name" : "x.23_div_square_sum", "beta" : 0 }, { "top" : "x.23_epsilon", "w" : 1, "h" : 1, "name" : "x.23_epsilon", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.23_epsilon", "n" : 1, "weights" : { }, "constant_blob" : 75 }, { "bottom" : "x.23_div_square_sum,x.23_epsilon", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.23_add_epsilon", "top" : "x.23_add_epsilon", "type" : "elementwise", "name" : "x.23_add_epsilon", "beta" : 0 }, { "bottom" : "x.23_add_epsilon", "alpha" : 1, "operation" : 11, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.23_sqrt", "top" : "x.23_sqrt", "type" : "elementwise", "name" : "x.23_sqrt", "beta" : 0 }, { "bottom" : "x.23_sub_mean,x.23_sqrt", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.23_divide", "nd_mode" : true, "top" : "x.23_divide", "type" : "elementwise", "name" : "x.23_divide", "beta" : 0 }, { "top" : "x.23_gamma", "w" : 24, "h" : 1, "name" : "x.23_gamma", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.23_gamma", "n" : 1, "weights" : { }, "constant_blob" : 77 }, { "top" : "x.23_beta", "w" : 24, "h" : 1, "name" : "x.23_beta", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.23_beta", "n" : 1, "weights" : { }, "constant_blob" : 79 }, { "bottom" : "x.23_divide,x.23_gamma", "alpha" : 1, "operation" : 1, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.23_mul", "nd_mode" : true, "top" : "x.23_mul", "type" : "elementwise", "name" : "x.23_mul", "beta" : 0 }, { "bottom" : "x.23_mul,x.23_beta", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.23", "nd_mode" : true, "top" : "x.23", "type" : "elementwise", "name" : "x.23", "beta" : 0 }, { "axis_h" : 2, "axis_w" : 1, "bottom" : "x.23", "axis_k" : 0, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_10", "top" : "transpose_10", "type" : "transpose", "name" : "transpose_10" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "input.37", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "input.37", "K" : 24, "blob_biases" : 81, "name" : "input.37", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 96, "bottom" : "transpose_10", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 83 }, { "bottom" : "input.37", "weights" : { }, "mode" : 19, "debug_info" : "input.39", "top" : "input.39", "type" : "activation", "name" : "input.39" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.25", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "x.25", "K" : 96, "blob_biases" : 85, "name" : "x.25", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 24, "bottom" : "input.39", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 87 }, { "bottom" : "x.25,input.31", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "input.41", "top" : "input.41", "type" : "elementwise", "name" : "input.41", "beta" : 0 }, { "pad_r" : 0, "debug_info" : "input.43", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "size_x" : 2, "top" : "input.43", "top_shape_style" : 0, "stride_x" : 2, "avg_or_max" : 1, "average_count_exclude_padding" : 1, "type" : "pool", "name" : "input.43", "pad_t" : 0, "stride_y" : 2, "bottom" : "input.41", "weights" : { }, "pad_mode" : 2, "size_y" : 2, "pad_value" : 0 }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "residual.5", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "residual.5", "K" : 24, "blob_biases" : 89, "name" : "residual.5", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 48, "bottom" : "input.43", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 91 }, { "pad_r" : 3, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.27", "pad_fill_mode" : 0, "pad_b" : 3, "pad_l" : 3, "top" : "x.27", "K" : 24, "blob_biases" : 93, "name" : "x.27", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 24, "pad_t" : 3, "has_biases" : 1, "C" : 24, "bottom" : "input.43", "weights" : { }, "Nx" : 7, "pad_mode" : 0, "pad_value" : 0, "Ny" : 7, "n_parallel" : 1, "blob_weights_f16" : 95 }, { "axis_h" : 0, "axis_w" : 2, "bottom" : "x.27", "axis_k" : 1, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_9", "top" : "transpose_9", "type" : "transpose", "name" : "transpose_9" }, { "axis_mode" : 1, "bottom" : "transpose_9", "weights" : { }, "mode" : 1, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.29_mean", "use_version" : 1, "top" : "x.29_mean", "type" : "reduce", "name" : "x.29_mean" }, { "bottom" : "transpose_9,x.29_mean", "alpha" : 1, "operation" : 33, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.29_sub_mean", "nd_mode" : true, "top" : "x.29_sub_mean", "type" : "elementwise", "name" : "x.29_sub_mean", "beta" : 0 }, { "bottom" : "x.29_sub_mean", "alpha" : 2, "operation" : 13, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.29_square", "top" : "x.29_square", "type" : "elementwise", "name" : "x.29_square", "beta" : 0 }, { "axis_mode" : 1, "bottom" : "x.29_square", "weights" : { }, "mode" : 0, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.29_square_sum", "use_version" : 1, "top" : "x.29_square_sum", "type" : "reduce", "name" : "x.29_square_sum" }, { "top" : "x.29_div_constant", "w" : 1, "h" : 1, "name" : "x.29_div_constant", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.29_div_constant", "n" : 1, "weights" : { }, "constant_blob" : 97 }, { "bottom" : "x.29_square_sum,x.29_div_constant", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.29_div_square_sum", "nd_mode" : true, "top" : "x.29_div_square_sum", "type" : "elementwise", "name" : "x.29_div_square_sum", "beta" : 0 }, { "top" : "x.29_epsilon", "w" : 1, "h" : 1, "name" : "x.29_epsilon", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.29_epsilon", "n" : 1, "weights" : { }, "constant_blob" : 99 }, { "bottom" : "x.29_div_square_sum,x.29_epsilon", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.29_add_epsilon", "top" : "x.29_add_epsilon", "type" : "elementwise", "name" : "x.29_add_epsilon", "beta" : 0 }, { "bottom" : "x.29_add_epsilon", "alpha" : 1, "operation" : 11, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.29_sqrt", "top" : "x.29_sqrt", "type" : "elementwise", "name" : "x.29_sqrt", "beta" : 0 }, { "bottom" : "x.29_sub_mean,x.29_sqrt", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.29_divide", "nd_mode" : true, "top" : "x.29_divide", "type" : "elementwise", "name" : "x.29_divide", "beta" : 0 }, { "top" : "x.29_gamma", "w" : 24, "h" : 1, "name" : "x.29_gamma", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.29_gamma", "n" : 1, "weights" : { }, "constant_blob" : 101 }, { "top" : "x.29_beta", "w" : 24, "h" : 1, "name" : "x.29_beta", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.29_beta", "n" : 1, "weights" : { }, "constant_blob" : 103 }, { "bottom" : "x.29_divide,x.29_gamma", "alpha" : 1, "operation" : 1, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.29_mul", "nd_mode" : true, "top" : "x.29_mul", "type" : "elementwise", "name" : "x.29_mul", "beta" : 0 }, { "bottom" : "x.29_mul,x.29_beta", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.29", "nd_mode" : true, "top" : "x.29", "type" : "elementwise", "name" : "x.29", "beta" : 0 }, { "axis_h" : 2, "axis_w" : 1, "bottom" : "x.29", "axis_k" : 0, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_8", "top" : "transpose_8", "type" : "transpose", "name" : "transpose_8" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "input.49", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "input.49", "K" : 24, "blob_biases" : 105, "name" : "input.49", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 96, "bottom" : "transpose_8", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 107 }, { "bottom" : "input.49", "weights" : { }, "mode" : 19, "debug_info" : "input.51", "top" : "input.51", "type" : "activation", "name" : "input.51" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.31", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "x.31", "K" : 96, "blob_biases" : 109, "name" : "x.31", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 48, "bottom" : "input.51", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 111 }, { "bottom" : "x.31,residual.5", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "input.53", "top" : "input.53", "type" : "elementwise", "name" : "input.53", "beta" : 0 }, { "top" : "x4u", "use_fractional_scale_factors" : false, "weights" : { }, "fractional_scaling_factor_y" : 1, "type" : "upsample", "scaling_factor_x" : 2, "mode" : 1, "align_corners" : 1, "bottom" : "input.53", "debug_info" : "x4u", "fractional_scaling_factor_x" : 1, "is_legacy_mode" : 0, "name" : "x4u", "scaling_factor_y" : 2 }, { "weights" : { }, "debug_info" : "input.55", "top" : "input.55", "type" : "concat", "name" : "input.55", "bottom" : "x4u,input.41" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "residual.7", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "residual.7", "K" : 72, "blob_biases" : 113, "name" : "residual.7", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 24, "bottom" : "input.55", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 115 }, { "pad_r" : 3, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.33", "pad_fill_mode" : 0, "pad_b" : 3, "pad_l" : 3, "top" : "x.33", "K" : 72, "blob_biases" : 117, "name" : "x.33", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 72, "pad_t" : 3, "has_biases" : 1, "C" : 72, "bottom" : "input.55", "weights" : { }, "Nx" : 7, "pad_mode" : 0, "pad_value" : 0, "Ny" : 7, "n_parallel" : 1, "blob_weights_f16" : 119 }, { "axis_h" : 0, "axis_w" : 2, "bottom" : "x.33", "axis_k" : 1, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_7", "top" : "transpose_7", "type" : "transpose", "name" : "transpose_7" }, { "axis_mode" : 1, "bottom" : "transpose_7", "weights" : { }, "mode" : 1, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.35_mean", "use_version" : 1, "top" : "x.35_mean", "type" : "reduce", "name" : "x.35_mean" }, { "bottom" : "transpose_7,x.35_mean", "alpha" : 1, "operation" : 33, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.35_sub_mean", "nd_mode" : true, "top" : "x.35_sub_mean", "type" : "elementwise", "name" : "x.35_sub_mean", "beta" : 0 }, { "bottom" : "x.35_sub_mean", "alpha" : 2, "operation" : 13, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.35_square", "top" : "x.35_square", "type" : "elementwise", "name" : "x.35_square", "beta" : 0 }, { "axis_mode" : 1, "bottom" : "x.35_square", "weights" : { }, "mode" : 0, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.35_square_sum", "use_version" : 1, "top" : "x.35_square_sum", "type" : "reduce", "name" : "x.35_square_sum" }, { "top" : "x.35_div_constant", "w" : 1, "h" : 1, "name" : "x.35_div_constant", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.35_div_constant", "n" : 1, "weights" : { }, "constant_blob" : 121 }, { "bottom" : "x.35_square_sum,x.35_div_constant", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.35_div_square_sum", "nd_mode" : true, "top" : "x.35_div_square_sum", "type" : "elementwise", "name" : "x.35_div_square_sum", "beta" : 0 }, { "top" : "x.35_epsilon", "w" : 1, "h" : 1, "name" : "x.35_epsilon", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.35_epsilon", "n" : 1, "weights" : { }, "constant_blob" : 123 }, { "bottom" : "x.35_div_square_sum,x.35_epsilon", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.35_add_epsilon", "top" : "x.35_add_epsilon", "type" : "elementwise", "name" : "x.35_add_epsilon", "beta" : 0 }, { "bottom" : "x.35_add_epsilon", "alpha" : 1, "operation" : 11, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.35_sqrt", "top" : "x.35_sqrt", "type" : "elementwise", "name" : "x.35_sqrt", "beta" : 0 }, { "bottom" : "x.35_sub_mean,x.35_sqrt", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.35_divide", "nd_mode" : true, "top" : "x.35_divide", "type" : "elementwise", "name" : "x.35_divide", "beta" : 0 }, { "top" : "x.35_gamma", "w" : 72, "h" : 1, "name" : "x.35_gamma", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.35_gamma", "n" : 1, "weights" : { }, "constant_blob" : 125 }, { "top" : "x.35_beta", "w" : 72, "h" : 1, "name" : "x.35_beta", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.35_beta", "n" : 1, "weights" : { }, "constant_blob" : 127 }, { "bottom" : "x.35_divide,x.35_gamma", "alpha" : 1, "operation" : 1, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.35_mul", "nd_mode" : true, "top" : "x.35_mul", "type" : "elementwise", "name" : "x.35_mul", "beta" : 0 }, { "bottom" : "x.35_mul,x.35_beta", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.35", "nd_mode" : true, "top" : "x.35", "type" : "elementwise", "name" : "x.35", "beta" : 0 }, { "axis_h" : 2, "axis_w" : 1, "bottom" : "x.35", "axis_k" : 0, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_6", "top" : "transpose_6", "type" : "transpose", "name" : "transpose_6" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "input.61", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "input.61", "K" : 72, "blob_biases" : 129, "name" : "input.61", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 288, "bottom" : "transpose_6", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 131 }, { "bottom" : "input.61", "weights" : { }, "mode" : 19, "debug_info" : "input.63", "top" : "input.63", "type" : "activation", "name" : "input.63" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.37", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "x.37", "K" : 288, "blob_biases" : 133, "name" : "x.37", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 24, "bottom" : "input.63", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 135 }, { "bottom" : "x.37,residual.7", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "input.65", "top" : "input.65", "type" : "elementwise", "name" : "input.65", "beta" : 0 }, { "top" : "x3u", "use_fractional_scale_factors" : false, "weights" : { }, "fractional_scaling_factor_y" : 1, "type" : "upsample", "scaling_factor_x" : 2, "mode" : 1, "align_corners" : 1, "bottom" : "input.65", "debug_info" : "x3u", "fractional_scaling_factor_x" : 1, "is_legacy_mode" : 0, "name" : "x3u", "scaling_factor_y" : 2 }, { "weights" : { }, "debug_info" : "input.67", "top" : "input.67", "type" : "concat", "name" : "input.67", "bottom" : "x3u,input.19" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "residual.9", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "residual.9", "K" : 36, "blob_biases" : 137, "name" : "residual.9", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 12, "bottom" : "input.67", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 139 }, { "pad_r" : 3, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.39", "pad_fill_mode" : 0, "pad_b" : 3, "pad_l" : 3, "top" : "x.39", "K" : 36, "blob_biases" : 141, "name" : "x.39", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 36, "pad_t" : 3, "has_biases" : 1, "C" : 36, "bottom" : "input.67", "weights" : { }, "Nx" : 7, "pad_mode" : 0, "pad_value" : 0, "Ny" : 7, "n_parallel" : 1, "blob_weights_f16" : 143 }, { "axis_h" : 0, "axis_w" : 2, "bottom" : "x.39", "axis_k" : 1, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_5", "top" : "transpose_5", "type" : "transpose", "name" : "transpose_5" }, { "axis_mode" : 1, "bottom" : "transpose_5", "weights" : { }, "mode" : 1, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.41_mean", "use_version" : 1, "top" : "x.41_mean", "type" : "reduce", "name" : "x.41_mean" }, { "bottom" : "transpose_5,x.41_mean", "alpha" : 1, "operation" : 33, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.41_sub_mean", "nd_mode" : true, "top" : "x.41_sub_mean", "type" : "elementwise", "name" : "x.41_sub_mean", "beta" : 0 }, { "bottom" : "x.41_sub_mean", "alpha" : 2, "operation" : 13, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.41_square", "top" : "x.41_square", "type" : "elementwise", "name" : "x.41_square", "beta" : 0 }, { "axis_mode" : 1, "bottom" : "x.41_square", "weights" : { }, "mode" : 0, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.41_square_sum", "use_version" : 1, "top" : "x.41_square_sum", "type" : "reduce", "name" : "x.41_square_sum" }, { "top" : "x.41_div_constant", "w" : 1, "h" : 1, "name" : "x.41_div_constant", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.41_div_constant", "n" : 1, "weights" : { }, "constant_blob" : 145 }, { "bottom" : "x.41_square_sum,x.41_div_constant", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.41_div_square_sum", "nd_mode" : true, "top" : "x.41_div_square_sum", "type" : "elementwise", "name" : "x.41_div_square_sum", "beta" : 0 }, { "top" : "x.41_epsilon", "w" : 1, "h" : 1, "name" : "x.41_epsilon", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.41_epsilon", "n" : 1, "weights" : { }, "constant_blob" : 147 }, { "bottom" : "x.41_div_square_sum,x.41_epsilon", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.41_add_epsilon", "top" : "x.41_add_epsilon", "type" : "elementwise", "name" : "x.41_add_epsilon", "beta" : 0 }, { "bottom" : "x.41_add_epsilon", "alpha" : 1, "operation" : 11, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.41_sqrt", "top" : "x.41_sqrt", "type" : "elementwise", "name" : "x.41_sqrt", "beta" : 0 }, { "bottom" : "x.41_sub_mean,x.41_sqrt", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.41_divide", "nd_mode" : true, "top" : "x.41_divide", "type" : "elementwise", "name" : "x.41_divide", "beta" : 0 }, { "top" : "x.41_gamma", "w" : 36, "h" : 1, "name" : "x.41_gamma", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.41_gamma", "n" : 1, "weights" : { }, "constant_blob" : 149 }, { "top" : "x.41_beta", "w" : 36, "h" : 1, "name" : "x.41_beta", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.41_beta", "n" : 1, "weights" : { }, "constant_blob" : 151 }, { "bottom" : "x.41_divide,x.41_gamma", "alpha" : 1, "operation" : 1, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.41_mul", "nd_mode" : true, "top" : "x.41_mul", "type" : "elementwise", "name" : "x.41_mul", "beta" : 0 }, { "bottom" : "x.41_mul,x.41_beta", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.41", "nd_mode" : true, "top" : "x.41", "type" : "elementwise", "name" : "x.41", "beta" : 0 }, { "axis_h" : 2, "axis_w" : 1, "bottom" : "x.41", "axis_k" : 0, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_4", "top" : "transpose_4", "type" : "transpose", "name" : "transpose_4" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "input.73", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "input.73", "K" : 36, "blob_biases" : 153, "name" : "input.73", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 144, "bottom" : "transpose_4", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 155 }, { "bottom" : "input.73", "weights" : { }, "mode" : 19, "debug_info" : "input.75", "top" : "input.75", "type" : "activation", "name" : "input.75" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.43", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "x.43", "K" : 144, "blob_biases" : 157, "name" : "x.43", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 12, "bottom" : "input.75", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 159 }, { "bottom" : "x.43,residual.9", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x3d", "top" : "x3d", "type" : "elementwise", "name" : "x3d", "beta" : 0 }, { "weights" : { }, "debug_info" : "input.77", "top" : "input.77", "type" : "concat", "name" : "input.77", "bottom" : "x3d,input.9" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "residual.11", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "residual.11", "K" : 24, "blob_biases" : 161, "name" : "residual.11", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 12, "bottom" : "input.77", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 163 }, { "pad_r" : 3, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.45", "pad_fill_mode" : 0, "pad_b" : 3, "pad_l" : 3, "top" : "x.45", "K" : 24, "blob_biases" : 165, "name" : "x.45", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 24, "pad_t" : 3, "has_biases" : 1, "C" : 24, "bottom" : "input.77", "weights" : { }, "Nx" : 7, "pad_mode" : 0, "pad_value" : 0, "Ny" : 7, "n_parallel" : 1, "blob_weights_f16" : 167 }, { "axis_h" : 0, "axis_w" : 2, "bottom" : "x.45", "axis_k" : 1, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_3", "top" : "transpose_3", "type" : "transpose", "name" : "transpose_3" }, { "axis_mode" : 1, "bottom" : "transpose_3", "weights" : { }, "mode" : 1, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.47_mean", "use_version" : 1, "top" : "x.47_mean", "type" : "reduce", "name" : "x.47_mean" }, { "bottom" : "transpose_3,x.47_mean", "alpha" : 1, "operation" : 33, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.47_sub_mean", "nd_mode" : true, "top" : "x.47_sub_mean", "type" : "elementwise", "name" : "x.47_sub_mean", "beta" : 0 }, { "bottom" : "x.47_sub_mean", "alpha" : 2, "operation" : 13, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.47_square", "top" : "x.47_square", "type" : "elementwise", "name" : "x.47_square", "beta" : 0 }, { "axis_mode" : 1, "bottom" : "x.47_square", "weights" : { }, "mode" : 0, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.47_square_sum", "use_version" : 1, "top" : "x.47_square_sum", "type" : "reduce", "name" : "x.47_square_sum" }, { "top" : "x.47_div_constant", "w" : 1, "h" : 1, "name" : "x.47_div_constant", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.47_div_constant", "n" : 1, "weights" : { }, "constant_blob" : 169 }, { "bottom" : "x.47_square_sum,x.47_div_constant", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.47_div_square_sum", "nd_mode" : true, "top" : "x.47_div_square_sum", "type" : "elementwise", "name" : "x.47_div_square_sum", "beta" : 0 }, { "top" : "x.47_epsilon", "w" : 1, "h" : 1, "name" : "x.47_epsilon", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.47_epsilon", "n" : 1, "weights" : { }, "constant_blob" : 171 }, { "bottom" : "x.47_div_square_sum,x.47_epsilon", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.47_add_epsilon", "top" : "x.47_add_epsilon", "type" : "elementwise", "name" : "x.47_add_epsilon", "beta" : 0 }, { "bottom" : "x.47_add_epsilon", "alpha" : 1, "operation" : 11, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.47_sqrt", "top" : "x.47_sqrt", "type" : "elementwise", "name" : "x.47_sqrt", "beta" : 0 }, { "bottom" : "x.47_sub_mean,x.47_sqrt", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.47_divide", "nd_mode" : true, "top" : "x.47_divide", "type" : "elementwise", "name" : "x.47_divide", "beta" : 0 }, { "top" : "x.47_gamma", "w" : 24, "h" : 1, "name" : "x.47_gamma", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.47_gamma", "n" : 1, "weights" : { }, "constant_blob" : 173 }, { "top" : "x.47_beta", "w" : 24, "h" : 1, "name" : "x.47_beta", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.47_beta", "n" : 1, "weights" : { }, "constant_blob" : 175 }, { "bottom" : "x.47_divide,x.47_gamma", "alpha" : 1, "operation" : 1, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.47_mul", "nd_mode" : true, "top" : "x.47_mul", "type" : "elementwise", "name" : "x.47_mul", "beta" : 0 }, { "bottom" : "x.47_mul,x.47_beta", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.47", "nd_mode" : true, "top" : "x.47", "type" : "elementwise", "name" : "x.47", "beta" : 0 }, { "axis_h" : 2, "axis_w" : 1, "bottom" : "x.47", "axis_k" : 0, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_2", "top" : "transpose_2", "type" : "transpose", "name" : "transpose_2" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "input.83", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "input.83", "K" : 24, "blob_biases" : 177, "name" : "input.83", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 96, "bottom" : "transpose_2", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 179 }, { "bottom" : "input.83", "weights" : { }, "mode" : 19, "debug_info" : "input.85", "top" : "input.85", "type" : "activation", "name" : "input.85" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.49", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "x.49", "K" : 96, "blob_biases" : 181, "name" : "x.49", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 12, "bottom" : "input.85", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 183 }, { "bottom" : "x.49,residual.11", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "input.87", "top" : "input.87", "type" : "elementwise", "name" : "input.87", "beta" : 0 }, { "pad_r" : 3, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x.51", "pad_fill_mode" : 0, "pad_b" : 3, "pad_l" : 3, "top" : "x.51", "K" : 12, "blob_biases" : 185, "name" : "x.51", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 12, "pad_t" : 3, "has_biases" : 1, "C" : 12, "bottom" : "input.87", "weights" : { }, "Nx" : 7, "pad_mode" : 0, "pad_value" : 0, "Ny" : 7, "n_parallel" : 1, "blob_weights_f16" : 187 }, { "axis_h" : 0, "axis_w" : 2, "bottom" : "x.51", "axis_k" : 1, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_1", "top" : "transpose_1", "type" : "transpose", "name" : "transpose_1" }, { "axis_mode" : 1, "bottom" : "transpose_1", "weights" : { }, "mode" : 1, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.53_mean", "use_version" : 1, "top" : "x.53_mean", "type" : "reduce", "name" : "x.53_mean" }, { "bottom" : "transpose_1,x.53_mean", "alpha" : 1, "operation" : 33, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.53_sub_mean", "nd_mode" : true, "top" : "x.53_sub_mean", "type" : "elementwise", "name" : "x.53_sub_mean", "beta" : 0 }, { "bottom" : "x.53_sub_mean", "alpha" : 2, "operation" : 13, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.53_square", "top" : "x.53_square", "type" : "elementwise", "name" : "x.53_square", "beta" : 0 }, { "axis_mode" : 1, "bottom" : "x.53_square", "weights" : { }, "mode" : 0, "nd_axis" : 3, "nd_mode" : true, "debug_info" : "x.53_square_sum", "use_version" : 1, "top" : "x.53_square_sum", "type" : "reduce", "name" : "x.53_square_sum" }, { "top" : "x.53_div_constant", "w" : 1, "h" : 1, "name" : "x.53_div_constant", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.53_div_constant", "n" : 1, "weights" : { }, "constant_blob" : 189 }, { "bottom" : "x.53_square_sum,x.53_div_constant", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.53_div_square_sum", "nd_mode" : true, "top" : "x.53_div_square_sum", "type" : "elementwise", "name" : "x.53_div_square_sum", "beta" : 0 }, { "top" : "x.53_epsilon", "w" : 1, "h" : 1, "name" : "x.53_epsilon", "nd_rank" : 1, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.53_epsilon", "n" : 1, "weights" : { }, "constant_blob" : 191 }, { "bottom" : "x.53_div_square_sum,x.53_epsilon", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.53_add_epsilon", "top" : "x.53_add_epsilon", "type" : "elementwise", "name" : "x.53_add_epsilon", "beta" : 0 }, { "bottom" : "x.53_add_epsilon", "alpha" : 1, "operation" : 11, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.53_sqrt", "top" : "x.53_sqrt", "type" : "elementwise", "name" : "x.53_sqrt", "beta" : 0 }, { "bottom" : "x.53_sub_mean,x.53_sqrt", "alpha" : 1, "operation" : 102, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.53_divide", "nd_mode" : true, "top" : "x.53_divide", "type" : "elementwise", "name" : "x.53_divide", "beta" : 0 }, { "top" : "x.53_gamma", "w" : 12, "h" : 1, "name" : "x.53_gamma", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.53_gamma", "n" : 1, "weights" : { }, "constant_blob" : 193 }, { "top" : "x.53_beta", "w" : 12, "h" : 1, "name" : "x.53_beta", "nd_rank" : 4, "type" : "load_constant", "k" : 1, "bottom" : "", "debug_info" : "x.53_beta", "n" : 1, "weights" : { }, "constant_blob" : 195 }, { "bottom" : "x.53_divide,x.53_gamma", "alpha" : 1, "operation" : 1, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.53_mul", "nd_mode" : true, "top" : "x.53_mul", "type" : "elementwise", "name" : "x.53_mul", "beta" : 0 }, { "bottom" : "x.53_mul,x.53_beta", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "x.53", "nd_mode" : true, "top" : "x.53", "type" : "elementwise", "name" : "x.53", "beta" : 0 }, { "axis_h" : 2, "axis_w" : 1, "bottom" : "x.53", "axis_k" : 0, "axis_n" : 3, "axis_seq" : 4, "weights" : { }, "debug_info" : "transpose_0", "top" : "transpose_0", "type" : "transpose", "name" : "transpose_0" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "input.93", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "input.93", "K" : 12, "blob_biases" : 197, "name" : "input.93", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 48, "bottom" : "transpose_0", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 199 }, { "bottom" : "input.93", "weights" : { }, "mode" : 19, "debug_info" : "input.95", "top" : "input.95", "type" : "activation", "name" : "input.95" }, { "pad_r" : 0, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "x", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "x", "K" : 48, "blob_biases" : 201, "name" : "x", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 12, "bottom" : "input.95", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 203 }, { "bottom" : "x,input.87", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "input.97", "top" : "input.97", "type" : "elementwise", "name" : "input.97", "beta" : 0 }, { "pad_r" : 1, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "422", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "422", "K" : 12, "blob_biases" : 205, "name" : "422", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "has_biases" : 1, "C" : 6, "bottom" : "input.97", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 207 }, { "bottom" : "x_1", "alpha" : 0.5, "operation" : 1, "weights" : { }, "fused_relu" : 0, "debug_info" : "420", "top" : "420", "type" : "elementwise", "name" : "420", "beta" : 0 }, { "bottom" : "420,422", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "input.99", "top" : "input.99", "type" : "elementwise", "name" : "input.99", "beta" : 0 }, { "pad_r" : 1, "fused_relu" : 1, "fused_tanh" : 0, "debug_info" : "input.101", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "input.103", "K" : 6, "blob_biases" : 209, "name" : "input.101", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "has_biases" : 1, "C" : 16, "bottom" : "input.99", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 211 }, { "pad_r" : 1, "fused_relu" : 1, "fused_tanh" : 0, "debug_info" : "input.105", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "input.107", "K" : 16, "blob_biases" : 213, "stride_x" : 2, "name" : "input.105", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "stride_y" : 2, "has_biases" : 1, "C" : 32, "bottom" : "input.103", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 215 }, { "pad_r" : 1, "fused_relu" : 1, "fused_tanh" : 0, "debug_info" : "input.109", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "input.111", "K" : 32, "blob_biases" : 217, "stride_x" : 2, "name" : "input.109", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "stride_y" : 2, "has_biases" : 1, "C" : 64, "bottom" : "input.107", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 219 }, { "pad_r" : 1, "fused_relu" : 1, "fused_tanh" : 0, "debug_info" : "input.113", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "input.115", "K" : 64, "blob_biases" : 221, "name" : "input.113", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "has_biases" : 1, "C" : 128, "bottom" : "input.111", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 223 }, { "pad_r" : 0, "fused_relu" : 1, "fused_tanh" : 0, "debug_info" : "input.117", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "input.119", "K" : 128, "blob_biases" : 225, "name" : "input.117", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 128, "bottom" : "input.115", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 227 }, { "pad_r" : 0, "fused_relu" : 1, "fused_tanh" : 0, "debug_info" : "input.121", "pad_fill_mode" : 0, "pad_b" : 0, "pad_l" : 0, "top" : "495", "K" : 128, "blob_biases" : 229, "name" : "input.121", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 0, "has_biases" : 1, "C" : 64, "bottom" : "input.119", "weights" : { }, "Nx" : 1, "pad_mode" : 0, "pad_value" : 0, "Ny" : 1, "n_parallel" : 1, "blob_weights_f16" : 231 }, { "bottom" : "495,input.111", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "input.123", "top" : "input.123", "type" : "elementwise", "name" : "input.123", "beta" : 0 }, { "pad_r" : 1, "fused_relu" : 1, "fused_tanh" : 0, "debug_info" : "input.125", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "input.127", "K" : 64, "blob_biases" : 233, "name" : "input.125", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "has_biases" : 1, "C" : 64, "bottom" : "input.123", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 235 }, { "pad_r" : 1, "fused_relu" : 1, "fused_tanh" : 0, "debug_info" : "input.129", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "input.131", "K" : 64, "blob_biases" : 237, "name" : "input.129", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "has_biases" : 1, "C" : 32, "bottom" : "input.127", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 239 }, { "top" : "516", "use_fractional_scale_factors" : false, "weights" : { }, "fractional_scaling_factor_y" : 1, "type" : "upsample", "scaling_factor_x" : 2, "mode" : 1, "align_corners" : 0, "bottom" : "input.131", "debug_info" : "516", "fractional_scaling_factor_x" : 1, "is_legacy_mode" : 0, "name" : "516", "scaling_factor_y" : 2 }, { "bottom" : "516,input.107", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "input.133", "top" : "input.133", "type" : "elementwise", "name" : "input.133", "beta" : 0 }, { "pad_r" : 1, "fused_relu" : 1, "fused_tanh" : 0, "debug_info" : "input.135", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "input.137", "K" : 32, "blob_biases" : 241, "name" : "input.135", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "has_biases" : 1, "C" : 32, "bottom" : "input.133", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 243 }, { "pad_r" : 1, "fused_relu" : 1, "fused_tanh" : 0, "debug_info" : "input.139", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "input.141", "K" : 32, "blob_biases" : 245, "name" : "input.139", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "has_biases" : 1, "C" : 16, "bottom" : "input.137", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 247 }, { "top" : "537", "use_fractional_scale_factors" : false, "weights" : { }, "fractional_scaling_factor_y" : 1, "type" : "upsample", "scaling_factor_x" : 2, "mode" : 1, "align_corners" : 0, "bottom" : "input.141", "debug_info" : "537", "fractional_scaling_factor_x" : 1, "is_legacy_mode" : 0, "name" : "537", "scaling_factor_y" : 2 }, { "bottom" : "537,input.103", "alpha" : 1, "operation" : 0, "weights" : { }, "fused_relu" : 0, "debug_info" : "input.143", "top" : "input.143", "type" : "elementwise", "name" : "input.143", "beta" : 0 }, { "pad_r" : 1, "fused_relu" : 1, "fused_tanh" : 0, "debug_info" : "input.145", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "input.147", "K" : 16, "blob_biases" : 249, "name" : "input.145", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "has_biases" : 1, "C" : 32, "bottom" : "input.143", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 251 }, { "pad_r" : 1, "fused_relu" : 1, "fused_tanh" : 0, "debug_info" : "input.149", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "input.151", "K" : 32, "blob_biases" : 253, "name" : "input.149", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "has_biases" : 1, "C" : 32, "bottom" : "input.147", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 255 }, { "pad_r" : 1, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "input.153", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "input.153", "K" : 32, "blob_biases" : 257, "name" : "input.153", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "has_biases" : 1, "C" : 256, "bottom" : "input.151", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 259 }, { "block_size" : 4, "bottom" : "input.153", "weights" : { }, "reverse" : 1, "pixel_shuffle" : 1, "debug_info" : "input", "top" : "input", "type" : "space_to_depth", "name" : "input" }, { "pad_r" : 1, "fused_relu" : 0, "fused_tanh" : 0, "debug_info" : "var_573", "pad_fill_mode" : 0, "pad_b" : 1, "pad_l" : 1, "top" : "var_573", "K" : 16, "blob_biases" : 261, "name" : "var_573", "has_batch_norm" : 0, "type" : "convolution", "n_groups" : 1, "pad_t" : 1, "has_biases" : 1, "C" : 6, "bottom" : "input", "weights" : { }, "Nx" : 3, "pad_mode" : 0, "pad_value" : 0, "Ny" : 3, "n_parallel" : 1, "blob_weights_f16" : 263 }, { "bottom" : "var_573", "t" : 0, "weights" : { }, "l" : 0, "debug_info" : "", "r" : 0, "top" : "cropped_6c_output", "type" : "crop", "name" : "crop_2", "b" : 4 }, { "bottom" : "cropped_6c_output", "end" : 4, "start" : 0, "weights" : { }, "axis" : 2, "debug_info" : "", "top" : "out_y_slices", "type" : "slice", "name" : "slice_0" }, { "block_size" : 2, "bottom" : "out_y_slices", "weights" : { }, "reverse" : 1, "pixel_shuffle" : 1, "debug_info" : "", "top" : "out_Y_plane", "type" : "space_to_depth", "name" : "space_to_depth_1" }, { "bottom" : "out_Y_plane", "alpha" : 255, "operation" : 3, "weights" : { }, "fused_relu" : 0, "debug_info" : "", "top" : "out_Y_plane_scaled", "type" : "elementwise", "name" : "elementwise_3", "beta" : 0 }, { "bottom" : "out_Y_plane_scaled", "alpha" : 0, "operation" : 119, "weights" : { }, "fused_relu" : 0, "debug_info" : "", "top" : "output_y", "type" : "elementwise", "name" : "elementwise_4", "beta" : 255 }, { "bottom" : "cropped_6c_output", "end" : 6, "start" : 4, "weights" : { }, "axis" : 2, "debug_info" : "", "top" : "out_uv_slices", "type" : "slice", "name" : "slice_1" }, { "bottom" : "out_uv_slices", "alpha" : 0.5, "operation" : 2, "weights" : { }, "fused_relu" : 0, "debug_info" : "", "top" : "out_uv_unbiased", "type" : "elementwise", "name" : "elementwise_5", "beta" : 0 }, { "bottom" : "out_uv_unbiased", "alpha" : 255, "operation" : 3, "weights" : { }, "fused_relu" : 0, "debug_info" : "", "top" : "out_uv_scaled", "type" : "elementwise", "name" : "elementwise_6", "beta" : 0 }, { "bottom" : "out_uv_scaled", "alpha" : 0, "operation" : 119, "weights" : { }, "fused_relu" : 0, "debug_info" : "", "top" : "output_uv", "type" : "elementwise", "name" : "elementwise_7", "beta" : 255 }, { "bottom" : "output_y,output_uv", "output_four_cc" : "420YpCbCr8BiPlanarVideoRange", "weights" : { }, "debug_info" : "", "top" : "output_tensor", "type" : "plane_rw", "name" : "plane_rw_1" } ], "numerical_parameters" : { "input_tensor" : { "qspec.compute_path" : 2, "qspec.is_signed" : 0, "supported_4cc_formats" : "420YpCbCr8BiPlanarVideoRange", "qspec.ratio_to_float_model" : 1 }, "input_uv" : { "qspec.compute_path" : 2, "qspec.is_signed" : 0, "supported_4cc_formats" : "TwoComponent16Half", "qspec.ratio_to_float_model" : 1 }, "input_6_channel" : { "qspec.is_signed" : 1, "qspec.ratio_to_float_model" : 1, "qspec.compute_path" : 0 }, "input_y" : { "qspec.compute_path" : 2, "qspec.is_signed" : 0, "supported_4cc_formats" : "OneComponent16Half", "qspec.ratio_to_float_model" : 1 }, "output_tensor" : { "qspec.compute_path" : 2, "qspec.is_signed" : 0, "supported_4cc_formats" : "420YpCbCr8BiPlanarVideoRange", "qspec.ratio_to_float_model" : 1 } }, "storage" : "cnn_frame_enhancer_270p.espresso.weights", "metadata_in_weights" : [ ], "properties" : { "anec_flags" : "SpatialSplitGenericDAG", "per_network_configuration" : "1", "mldb_token" : "mldb-2lxyvb5an7" }, "analyses" : { }, "format_version" : 200, "configurations" : { "res_480x270" : { "input_shapes" : { "input_tensor" : { "k" : 1, "w" : 1920, "n" : 1, "h" : 1080 } } } } }