elementwise_operation_ADD_f16_3_200_saturate_nhwc_midgard_MP4;1;4;1 winograd_input_transform_4x4_5x5_stepz1_nhwc32_200_200_2_2_nhwc_midgard_MP4;16;2;3 fill_image_borders_constant_f16_32_200_constant_midgard_MP4;48;1;8 fill_image_borders_constant_f16_64_200_constant_midgard_MP4;22;1;4 activation_layer_f16_64_200_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_200_64_243_200_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_reshape_lhs_matrix_f16_3904_2500_1_4_4_4_true_true_g76_MP4;1;4;1 convert_depth_down_f32_3_200_3_200_midgard_MP4;1;1;2 activation_layer_f16_32_149_midgard_MP4;2;9;1 gemm_reshape_lhs_matrix_3d_f16_512_784_1_4_4_4_true_true_g76_MP4;2;2;1 concatenate_width_x2_f32_256_28_32_28_midgard_MP4;9;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_320_16_320_14_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_128_4_192_128_4_2_8_16_1_true_false_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_80_32_16_80_4_4_4_4_8_true_true_midgard_MP4;2;20;1 depthwise_convolution_3x3_nhwc_stride1_1280_7_7_1280_7_F16_g76_MP4;20;4;4 winograd_input_transform_4x4_3x3_stepz1_nhwc256_14_14_1_1_nhwc_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_3do_f16_192_64_32_192_4_4_4_4_8_true_true_midgard_MP4;2;16;1 concatenate_width_x2_f32_128_28_32_28_midgard_MP4;5;1;1 gemm_reshape_lhs_matrix_3d_f16_2560_4_4_4_4_4_true_true_g76_MP4;2;13;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_49_128_32_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 gemm_reshape_lhs_matrix_f16_192_4096_1_4_4_4_true_true_g76_MP4;3;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_75_24_144_75_4_4_4_4_1_true_true_midgard_MP4;2;22;1 convert_depth_up_f16_1000_1_1000_1_midgard_MP4;35;1;1 winograd_input_transform_4x4_5x5_stepz1_nhwc32_1_1_2_2_nhwc_midgard_MP4;11;17;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_81_48_32_36_4_4_4_4_8_true_true_midgard_MP4;2;23;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_20_128_64_20_4_4_4_4_8_true_true_midgard_MP4;2;12;1 elementwise_operation_ADD_f32_608_14_saturate_nchw_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_256_16_27_256_4_4_4_4_1_true_true_midgard_MP4;2;30;1 elementwise_operation_ADD_f16_256_14_saturate_nhwc_midgard_MP4;2;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_16_9216_16_384_nhwc_midgard_MP4;4;21;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_128_4096_8_4_4_4_4_8_true_true_midgard_MP4;8;3;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_384_384_1_1_nhwc_midgard_MP4;4;5;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_40_48_256_40_4_4_4_2_true_midgard_MP4;2;4;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_576_64_96_nhwc_midgard_MP4;4;10;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_147_147_1_1_nhwc_midgard_MP4;2;1;2 fill_image_borders_constant_f16_96_35_constant_midgard_MP4;56;1;3 gemm_reshape_lhs_matrix_3d_f16_3072_4_1_4_4_4_true_true_g76_MP4;15;1;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_61_192_256_61_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_224_192_6_4_4_4_4_8_true_true_midgard_MP4;2;2;6 activation_layer_f16_288_17_midgard_MP4;2;5;1 activation_layer_f16_480_32_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_17_192_768_17_4_4_4_4_8_true_true_midgard_MP4;2;14;1 fill_image_borders_constant_f16_384_19_constant_midgard_MP4;32;1;11 strided_slice_f16_500_0_500_1_32_9_10_1_1_0_1_1_midgard_MP4;32;1;1 fill_image_borders_constant_f16_32_96_constant_midgard_MP4;39;1;8 fill_image_borders_constant_f16_184_32_constant_midgard_MP4;18;6;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_256_64_9_256_4_4_4_4_8_true_true_midgard_MP4;2;16;1 activation_layer_f16_64_96_midgard_MP4;8;24;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_576_64_128_36_4_4_4_4_8_true_true_midgard_MP4;2;6;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_17_256_1088_17_4_4_4_4_8_true_true_midgard_MP4;2;10;1 activation_layer_f32_1024_19_midgard_MP4;64;2;3 activation_layer_f16_64_56_midgard_MP4;2;15;3 concatenate_width_x2_f16_256_32_256_32_midgard_MP4;64;1;5 elementwise_operation_ADD_f16_1024_7_saturate_nhwc_midgard_MP4;3;1;1 winograd_input_transform_4x4_3x3_stepz1_nhwc16_56_56_1_1_nhwc_midgard_MP4;8;9;2 gemm_reshape_lhs_matrix_f16_448_1024_1_4_4_4_true_true_g76_MP4;1;10;1 depthwise_convolution_3x3_nhwc_stride1_16_256_256_16_256_F16_g76_MP4;4;28;3 activation_layer_f16_512_1_midgard_MP4;32;2;3 gemm_mm_reshaped_only_rhs_t_f32_3456_32_32_36_4_4_4_2_true_midgard_MP4;2;16;1 fft_radix_7_first_stage_axis_1_f32_200_140_midgard_MP4;20;1;1 gemm_reshape_lhs_matrix_3d_f16_16384_23_1_4_4_4_true_true_g76_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_144_128_128_36_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_19_160_768_19_4_4_2_8_16_false_false_midgard_MP4;2;26;1 gemm_reshape_lhs_matrix_3d_f16_1280_64_1_4_4_4_true_true_g76_MP4;2;2;1 elementwise_operation_ADD_f16_2080_8_saturate_nhwc_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_30_128_896_30_4_4_2_8_16_false_false_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_3d_f16_14336_57_1_4_4_4_true_true_g76_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_17_192_1088_17_4_4_4_4_8_true_true_midgard_MP4;2;4;1 depthwise_convolution_3x3_nhwc_96_112_112_96_56_F16_g76_MP4;4;7;3 concatenate_width_x2_f16_736_14_32_14_midgard_MP4;22;2;2 gemm_reshape_lhs_matrix_f16_4096_3_36_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f16_192_71_midgard_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_256_25_256_19_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_9216_16_32_36_4_4_4_4_1_true_true_midgard_MP4;2;2;2 activation_layer_f16_16_256_midgard_MP4;1;10;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_81_64_35_nhwc_midgard_MP4;4;10;1 flatten_f16_1012_1_1_1012_1_midgard_MP4;8;1;1 elementwise_operation_ADD_f16_48_28_saturate_nhwc_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_448_2048_8_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_reshape_lhs_matrix_3d_f16_1024_100_1_4_4_4_true_true_g76_MP4;2;6;1 activation_layer_f16_1_128_midgard_MP4;1;11;1 no_config_idreverse_f16_256_4_4_midgard_MP4;4;1;10 elementwise_operation_ADD_f16_32_192_saturate_nhwc_midgard_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_3840_64_1_4_4_4_true_true_g76_MP4;2;2;1 concatenate_width_x4_f16_64_40_64_40_96_40_32_40_midgard_MP4;4;22;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_13_13_1_1_nhwc_midgard_MP4;9;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_256_256_10_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_1024_3_1_4_4_1_true_true_g76_MP4;42;2;1 gemm_reshape_lhs_matrix_f32_1536_4_6_4_2_1_false_false_g76_MP4;4;1;1 gemm_mm_reshaped_only_rhs_t_f16_1_4096_512_64_1_2_8_2048_true_midgard_MP4;10;3;9 depthwise_convolution_3x3_nhwc_stride1_72_128_128_72_128_F16_g76_MP4;6;4;1 activation_layer_f16_288_8_midgard_MP4;3;2;2 gemm_reshape_lhs_matrix_3d_f16_16384_7_1_4_4_4_true_true_g76_MP4;2;18;1 fill_image_borders_constant_f16_64_253_constant_midgard_MP4;33;1;11 elementwise_operation_ADD_f16_2048_10_saturate_nchw_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_196_64_16_36_4_4_4_4_8_true_true_midgard_MP4;2;10;2 elementwise_operation_ADD_f32_640_7_saturate_nchw_midgard_MP4;1;1;3 strided_slice_f16_500_0_500_1_32_12_13_1_1_0_1_1_midgard_MP4;8;4;9 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_17_384_2304_17_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_1280_160_7_4_4_4_4_8_true_true_midgard_MP4;4;14;1 elementwise_operation_ADD_f32_256_61_saturate_nhwc_midgard_MP4;2;1;1 activation_layer_f32_896_30_midgard_MP4;2;1;2 winograd_output_transform_4x4_3x3_nhwc_f32_32_16_32_14_nhwc_midgard_MP4;20;12;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_3_24_256_3_4_4_4_2_true_midgard_MP4;2;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_512_1024_10_4_4_4_4_8_true_true_midgard_MP4;2;10;1 im2col3x3_nhwc_f16_1_2592_289_nhwc_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_17_96_864_17_4_4_2_8_16_false_false_midgard_MP4;2;6;1 im2col_generic_nhwc_f32_1_512_4096_nhwc_g76_MP4;2;2;1 pooling_layer_f16_nhwc_24_24_128_nhwc_g76_MP4;1;3;1 activation_layer_f16_256_3_midgard_MP4;17;3;2 elementwise_operation_ADD_f16_608_14_saturate_nchw_midgard_MP4;1;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_361_64_64_36_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_17_384_2880_17_4_4_4_4_8_true_true_midgard_MP4;2;32;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_1024_256_64_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_64_240_40_64_4_4_4_4_8_true_true_midgard_MP4;2;8;1 fill_image_borders_constant_f32_256_28_constant_midgard_MP4;1;9;3 fill_image_borders_constant_f16_128_48_constant_midgard_MP4;36;1;2 gemm_reshape_lhs_matrix_3d_f32_32768_27_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_2304_32_16_36_4_4_4_4_8_true_true_midgard_MP4;2;2;6 gemm_reshape_lhs_matrix_3d_f16_1536_13_4_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f16_1024_19_midgard_MP4;2;1;10 gemm_reshape_lhs_matrix_3d_f16_9216_64_1_4_4_4_true_true_g76_MP4;2;4;1 concatenate_width_x2_f16_64_96_64_96_midgard_MP4;60;1;2 activation_layer_f16_128_38_midgard_MP4;2;6;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_8_384_2048_8_4_4_2_8_16_false_false_midgard_MP4;12;8;1 activation_layer_f16_448_8_midgard_MP4;2;1;4 fill_image_borders_constant_f16_16_384_constant_midgard_MP4;32;1;12 activation_layer_f32_512_7_midgard_MP4;62;3;1 winograd_input_transform_4x4_3x3_stepz1_nhwc256_24_24_1_1_nhwc_midgard_MP4;8;6;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_160_832_7_4_4_4_4_8_true_true_midgard_MP4;48;4;1 fill_image_borders_constant_f16_256_30_constant_midgard_MP4;4;1;10 fill_image_borders_constant_f32_192_17_constant_midgard_MP4;12;1;3 im2col3x3_nhwc_f16_1_1728_3721_nhwc_g76_MP4;4;1;1 strided_slice_f16_500_0_500_1_32_11_12_1_1_0_1_1_midgard_MP4;53;1;7 activation_layer_f16_64_384_midgard_MP4;2;5;1 strided_slice_f16_2048_0_512_1_1_0_1_1_midgard_MP4;19;16;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_2_256_128_2_4_4_4_1_8_true_true_midgard_MP4;36;1;1 depthwise_convolution_3x3_nhwc_stride1_512_5_5_512_5_F16_g76_MP4;54;1;3 winograd_output_transform_1x2_1x7_nhwc_f32_128_153_128_17_nhwc_midgard_MP4;4;9;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_3456_64_288_nhwc_midgard_MP4;4;10;1 gemm_reshape_lhs_matrix_3d_f16_1792_64_1_4_4_4_true_true_g76_MP4;2;2;1 depthwise_convolution_3x3_nhwc_96_150_150_96_75_F16_g76_MP4;4;8;3 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_14_512_128_14_4_4_4_2_true_midgard_MP4;2;2;2 im2col3x3_nhwc_f32_1_27_55296_nhwc_g76_MP4;2;1;1 gemm_reshape_lhs_matrix_f16_4096_9_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_80_184_32_4_4_4_4_8_true_true_midgard_MP4;2;4;1 concatenate_width_x2_f16_384_9_384_9_midgard_MP4;25;5;3 activation_layer_f16_512_7_midgard_MP4;2;5;7 convert_depth_up_f16_4_1_4_1_midgard_MP4;1;1;17 gemm_reshape_lhs_matrix_3d_f16_1024_1_1_4_4_1_true_true_g76_MP4;40;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_320_2592_8_4_4_4_4_8_true_true_midgard_MP4;24;16;1 convert_depth_up_f16_8_64_8_64_midgard_MP4;1;2;1 gemm_reshape_lhs_matrix_3d_f16_4096_1041_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_448_784_4_4_4_4_true_true_g76_MP4;1;4;1 gemm_reshape_lhs_matrix_f16_41472_4_1_4_4_4_true_true_g76_MP4;2;10;1 convert_depth_up_f16_1001_4_1001_4_midgard_MP4;32;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_80_16_27_80_4_4_4_4_1_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_2500_32_64_64_4_4_4_4_8_true_true_midgard_MP4;2;2;2 concatenate_width_x4_f16_256_14_320_14_128_14_128_14_midgard_MP4;8;5;1 activation_layer_f32_32_150_midgard_MP4;2;9;1 depthwise_convolution_3x3_nhwc_stride1_120_64_64_120_64_F16_g76_MP4;10;2;1 gemm_reshape_lhs_matrix_3d_f16_512_4608_1_4_4_8_true_true_g76_MP4;2;14;1 winograd_output_transform_4x4_3x3_nhwc_f16_288_25_288_17_nhwc_midgard_MP4;4;9;1 gemm_reshape_lhs_matrix_f16_6144_512_1_4_4_8_true_true_g76_MP4;2;10;1 concatenate_width_x2_f16_64_55_64_55_midgard_MP4;4;11;2 winograd_output_transform_1x4_1x3_nhwc_f16_384_16_384_8_nhwc_midgard_MP4;4;10;1 pooling_layer_f16_nhwc_96_96_32_nhwc_g76_MP4;1;3;1 gemm_reshape_lhs_matrix_f16_448_400_1_4_4_4_true_true_g76_MP4;1;10;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_2_64_256_2_4_4_4_2_true_midgard_MP4;14;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_640_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_reshape_lhs_matrix_3d_f16_15360_64_1_4_4_4_true_true_g76_MP4;2;6;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_1024_1024_10_4_4_4_4_8_true_true_midgard_MP4;2;23;1 fill_image_borders_constant_f16_256_38_constant_midgard_MP4;16;1;2 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_832_7_4_4_2_8_16_false_false_midgard_MP4;2;12;1 strided_slice_f16_500_0_500_1_32_8_9_1_1_0_1_1_midgard_MP4;16;12;1 gemm_reshape_lhs_matrix_3d_f16_384_196_4_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_1024_576_1_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f32_80_73_midgard_MP4;2;2;1 fill_image_borders_constant_f16_384_8_constant_midgard_MP4;32;1;2 gemm_reshape_lhs_matrix_f16_2048_216_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_8192_4_1_4_4_4_true_true_g76_MP4;2;13;1 strided_slice_f16_500_0_500_1_32_7_8_1_1_0_1_1_midgard_MP4;18;1;6 gemm_reshape_lhs_matrix_3d_f16_9216_7_1_4_4_4_true_true_g76_MP4;2;20;1 gemm_reshape_lhs_matrix_f16_512_256_36_4_4_4_true_true_g76_MP4;2;2;1 elementwise_operation_ADD_f16_1_256_saturate_nhwc_midgard_MP4;1;3;1 pooling_layer_f32_nhwc_14_14_896_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_only_rhs_t_f32_54_256_256_36_4_4_4_2_true_midgard_MP4;2;7;1 gemm_reshape_lhs_matrix_3d_f16_512_784_4_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_3_126_256_3_4_4_4_2_true_midgard_MP4;10;1;2 activation_layer_f32_800_7_midgard_MP4;25;7;1 concatenate_width_x2_f16_16_384_16_384_midgard_MP4;4;3;1 activation_layer_f16_48_27_midgard_MP4;2;2;1 fill_image_borders_constant_f16_896_30_constant_midgard_MP4;8;1;5 gemm_reshape_lhs_matrix_3d_f16_2048_25_1_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f16_64_55_midgard_MP4;2;23;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_17_384_2592_17_4_4_4_4_8_true_true_midgard_MP4;2;24;1 activation_layer_f32_32_40_midgard_MP4;2;9;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_512_7_4_4_4_4_8_true_true_midgard_MP4;32;3;1 depthwise_convolution_3x3_nhwc_stride1_200_32_32_200_32_F16_g76_MP4;10;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_38_32_144_38_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_35_64_288_35_4_4_4_4_8_true_true_midgard_MP4;2;10;1 fill_image_borders_constant_f16_320_3_constant_midgard_MP4;48;1;3 gemm_reshape_lhs_matrix_3d_f16_1024_196_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_2048_190_1_4_4_4_true_true_g76_MP4;2;8;1 fill_image_borders_constant_f32_24_14_constant_midgard_MP4;3;9;6 activation_layer_f16_256_72_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_320_960_32_4_4_4_4_8_true_true_midgard_MP4;2;24;1 depthwise_convolution_3x3_nhwc_192_38_38_192_19_F16_g76_MP4;4;11;2 fill_image_borders_constant_f16_120_64_constant_midgard_MP4;23;1;1 dwc_MxN_native_fp_nhwc_3_128_128_3_128_128_F32_midgard_MP4;1;4;1 winograd_output_transform_4x4_3x3_nhwc_f16_128_49_128_27_nhwc_midgard_MP4;4;10;1 activation_layer_f16_256_24_midgard_MP4;2;7;3 activation_layer_f16_64_38_midgard_MP4;2;9;1 winograd_input_transform_4x4_3x3_stepz1_nhwc128_1_1_1_1_nhwc_midgard_MP4;15;7;2 winograd_output_transform_4x4_3x3_nhwc_f32_192_961_192_124_nhwc_midgard_MP4;4;11;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_256_64_16_256_4_4_4_4_8_true_true_midgard_MP4;2;20;1 concatenate_width_x2_f16_4_128_8_128_midgard_MP4;2;32;6 activation_layer_f16_64_2_midgard_MP4;1;4;29 flatten_f32_25088_1_1_25088_1_midgard_MP4;6;1;9 gemm_reshape_lhs_matrix_f16_448_9216_1_4_4_4_true_true_g76_MP4;1;6;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_28_128_416_28_4_4_2_8_16_false_false_midgard_MP4;2;14;1 im2col9x9_nhwc_f16_1_243_24576_nhwc_g76_MP4;2;2;1 elementwise_operation_ADD_f16_320_35_saturate_nhwc_midgard_MP4;2;1;1 im2col3x3_nhwc_f16_1_27_6400_nhwc_g76_MP4;2;2;1 strided_slice_f16_500_0_500_1_32_10_11_1_1_0_1_1_midgard_MP4;59;2;2 fill_image_borders_constant_f16_32_35_constant_midgard_MP4;8;1;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_672_112_32_4_4_4_4_8_true_true_midgard_MP4;2;16;1 pooling_layer_f16_nhwc_14_14_256_nhwc_g76_MP4;2;1;3 winograd_output_transform_4x4_3x3_nhwc_f16_256_16_256_13_nhwc_midgard_MP4;4;9;1 fill_image_borders_constant_f16_200_32_constant_midgard_MP4;10;26;1 pooling_layer_f16_nhwc_7_7_1024_nhwc_g76_MP4;2;7;3 elementwise_operation_DIV_f32_3_128_midgard_MP4;1;2;1 gemm_reshape_lhs_matrix_3d_f16_32768_7_1_4_4_4_true_true_g76_MP4;2;2;1 pooling_layer_f16_nhwc_8_8_2048_nhwc_g76_MP4;2;8;6 gemm_reshape_lhs_matrix_f16_3072_16_36_4_4_4_true_true_g76_MP4;2;2;1 strided_slice_f16_500_0_500_1_32_3_4_1_1_0_1_1_midgard_MP4;15;1;11 winograd_input_transform_4x4_3x3_stepz1_nhwc128_14_14_1_1_nhwc_midgard_MP4;39;6;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_72_128_256_48_4_4_4_2_true_midgard_MP4;8;2;3 pooling_layer_f16_nhwc_1_1_1792_nhwc_g76_MP4;57;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4096_256_64_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 fill_image_borders_constant_f16_96_150_constant_midgard_MP4;64;1;6 winograd_output_transform_4x4_3x3_nhwc_f16_32_256_32_61_nhwc_midgard_MP4;4;10;1 gemm_reshape_lhs_matrix_f16_1024_157_64_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_1280_21_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_36_256_128_36_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_only_rhs_t_f32_4096_256_64_36_4_4_4_2_true_midgard_MP4;2;8;1 depthwise_convolution_3x3_nhwc_256_10_10_256_5_F16_g76_MP4;10;3;5 concatenate_width_x2_f16_832_14_32_14_midgard_MP4;43;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_150_64_32_150_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_256_1152_14_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_48_192_28_4_4_4_4_8_true_true_midgard_MP4;2;14;1 gemm_reshape_lhs_matrix_f16_2368_771_1_4_4_4_true_true_g76_MP4;1;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_143_32_128_95_4_4_4_4_8_true_true_midgard_MP4;2;16;1 activation_layer_f32_128_14_midgard_MP4;2;7;6 gemm_reshape_lhs_matrix_3d_f16_2048_77_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f32_32768_32_1_4_2_8_false_false_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_256_1024_256_128_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_256_2304_14_4_4_2_8_16_false_false_midgard_MP4;2;14;1 fill_image_borders_constant_f16_64_256_constant_midgard_MP4;32;1;12 gemm_mm_reshaped_lhs_t_rhs_nt_f16_2304_32_32_36_4_4_4_4_8_true_true_midgard_MP4;2;2;4 fill_image_borders_constant_f32_288_40_constant_midgard_MP4;60;1;5 concatenate_width_x2_f32_704_7_32_7_midgard_MP4;9;2;15 gemm_reshape_lhs_matrix_3d_f16_768_46_1_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f16_1792_14_midgard_MP4;7;1;6 depthwise_convolution_3x3_nhwc_960_32_32_960_32_F16_g76_MP4;4;11;4 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_672_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_149_32_27_149_4_4_4_2_true_midgard_MP4;2;6;1 gemm_reshape_lhs_matrix_3d_f16_6144_19_1_4_4_4_true_true_g76_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_384_196_1_4_4_4_true_true_g76_MP4;2;2;1 winograd_output_transform_1x2_1x7_nhwc_f16_192_153_192_17_nhwc_midgard_MP4;4;10;1 winograd_output_transform_4x4_3x3_nhwc_f16_256_81_256_35_nhwc_midgard_MP4;4;9;1 elementwise_operation_ADD_f16_1088_17_saturate_nhwc_midgard_MP4;3;1;1 winograd_input_transform_4x4_3x3_stepz1_nhwc16_192_192_1_1_nhwc_midgard_MP4;10;1;21 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_144_512_14_4_4_4_4_8_true_true_midgard_MP4;2;26;1 fill_image_borders_constant_f16_72_128_constant_midgard_MP4;40;1;4 gemm_reshape_lhs_matrix_3d_f16_4096_23_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_f32_153_192_128_8_4_4_4_2_true_midgard_MP4;2;4;1 gemm_mm_reshaped_only_rhs_t_f32_1_4096_512_64_1_2_8_2048_true_midgard_MP4;48;1;1 elementwise_operation_ADD_f32_704_14_saturate_nchw_midgard_MP4;1;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_17_160_768_17_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_128_64_1_1_2_8_64_true_midgard_MP4;55;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_144_128_256_36_4_4_4_4_8_true_true_midgard_MP4;2;12;1 flatten_f16_1536_1_1_1536_1_midgard_MP4;6;3;13 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_3_256_1152_3_4_4_4_1_8_true_true_midgard_MP4;12;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc256_48_48_1_1_nhwc_midgard_MP4;8;2;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_320_1280_8_4_4_4_4_8_true_true_midgard_MP4;12;16;1 strided_slice_f32_200_4_196_1_140_4_132_1_3_0_3_1_midgard_MP4;3;2;3 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4096_1_64_36_4_4_4_8_1_true_true_midgard_MP4;1;4;1 activation_layer_f16_32_192_midgard_MP4;2;6;1 im2col3x3_nhwc_f16_1_27_22500_nhwc_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_768_6_64_4_4_4_true_true_g76_MP4;2;5;1 elementwise_operation_SUB_f16_3_224_saturate_nchw_midgard_MP4;1;4;1 gemm_reshape_lhs_matrix_f32_73728_29_1_4_2_8_false_false_g76_MP4;2;2;1 convert_depth_up_f16_2048_1_2048_1_midgard_MP4;45;1;1 gemm_reshape_lhs_matrix_3d_f16_1024_11_1_4_4_4_true_true_g76_MP4;2;6;1 winograd_input_transform_4x1_3x1_stepz1_nhwc384_8_8_1_0_nhwc_midgard_MP4;4;2;5 elementwise_operation_ADD_f16_256_75_saturate_nhwc_midgard_MP4;2;1;1 fill_image_borders_constant_f16_128_7_constant_midgard_MP4;16;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_38_512_128_38_4_4_4_2_true_midgard_MP4;2;2;4 activation_layer_f16_512_38_midgard_MP4;2;9;1 elementwise_operation_DIV_f16_3_128_midgard_MP4;1;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_784_128_128_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 activation_layer_f16_64_253_midgard_MP4;2;11;1 pooling_layer_f16_nhwc_192_192_16_nhwc_g76_MP4;1;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_112_672_32_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_320_960_7_4_4_4_4_8_true_true_midgard_MP4;20;13;1 winograd_output_transform_4x4_3x3_nhwc_f32_128_216_128_72_nhwc_midgard_MP4;4;11;1 fill_image_borders_constant_f16_128_1_constant_midgard_MP4;4;1;1 activation_layer_f32_192_124_midgard_MP4;2;2;1 concatenate_width_x2_f32_192_14_192_14_midgard_MP4;4;1;1 fill_image_borders_constant_f16_1280_7_constant_midgard_MP4;1;2;19 gemm_reshape_lhs_matrix_3d_f16_8192_7_1_4_4_4_true_true_g76_MP4;2;16;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_5_546_512_5_4_4_4_4_8_true_true_midgard_MP4;18;7;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_72_64_128_48_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_448_1280_8_4_4_4_4_8_true_true_midgard_MP4;2;4;1 elementwise_operation_ADD_f16_256_75_saturate_nchw_midgard_MP4;2;2;1 activation_layer_f16_128_20_midgard_MP4;1;20;1 fill_image_borders_constant_f32_832_14_constant_midgard_MP4;48;1;7 winograd_output_transform_4x4_3x3_nhwc_f16_32_864_32_143_nhwc_midgard_MP4;4;9;1 fill_image_borders_constant_f16_160_17_constant_midgard_MP4;8;1;6 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_512_512_14_4_4_2_8_16_false_false_midgard_MP4;2;10;1 convert_depth_down_f32_3_300_3_300_midgard_MP4;1;3;1 depthwise_convolution_3x3_nhwc_stride1_128_20_20_128_20_F16_g76_MP4;4;7;5 activation_layer_f32_96_19_midgard_MP4;3;15;1 winograd_input_transform_4x4_3x3_stepz1_nhwc256_56_56_1_1_nhwc_midgard_MP4;4;1;1 activation_layer_f16_32_27_midgard_MP4;1;15;2 pooling_layer_f16_nhwc_112_112_64_nhwc_g76_MP4;2;1;1 winograd_input_transform_1x4_1x3_stepz1_nhwc224_8_8_0_1_nhwc_midgard_MP4;6;2;4 fill_image_borders_constant_f32_64_170_constant_midgard_MP4;37;1;10 gemm_mm_reshaped_only_rhs_t_f32_441_192_80_36_4_4_4_2_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_192_1728_8_4_4_4_4_8_true_true_midgard_MP4;30;8;1 fill_image_borders_constant_f16_576_33_constant_midgard_MP4;40;1;1 winograd_input_transform_4x4_3x3_stepz1_nhwc128_7_7_1_1_nhwc_midgard_MP4;12;1;2 pooling_layer_f16_nhwc_38_38_256_nhwc_g76_MP4;2;10;1 depthwise_convolution_3x3_nhwc_256_28_28_256_14_F16_g76_MP4;4;7;2 depthwise_convolution_3x3_nhwc_144_129_129_144_65_F16_g76_MP4;37;2;3 activation_layer_f16_256_5_midgard_MP4;1;3;2 activation_layer_f16_64_112_midgard_MP4;2;9;1 winograd_output_transform_4x4_3x3_nhwc_f16_512_9_512_10_nhwc_midgard_MP4;8;9;1 convert_depth_down_f32_256_32_256_32_midgard_MP4;3;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_608_7_4_4_4_4_8_true_true_midgard_MP4;32;3;1 im2col_generic_nhwc_f16_1_147_22500_nhwc_g76_MP4;2;1;1 concatenate_width_x2_f16_800_14_32_14_midgard_MP4;53;7;1 pooling_layer_f16_nhwc_10_10_1024_nhwc_g76_MP4;2;1;10 fill_image_borders_constant_f16_128_96_constant_midgard_MP4;47;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_33_960_160_33_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_75_128_128_75_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_32_192_28_4_4_4_2_true_midgard_MP4;4;4;1 gemm_reshape_lhs_matrix_3d_f16_1152_256_1_4_4_4_true_true_g76_MP4;2;2;1 convert_depth_up_f16_21_32_21_32_midgard_MP4;2;1;1 fill_image_borders_constant_f16_32_80_constant_midgard_MP4;4;1;16 winograd_output_transform_4x4_3x3_nhwc_f32_64_196_64_56_nhwc_midgard_MP4;4;11;1 concatenate_width_x4_f16_64_40_64_40_96_40_64_40_midgard_MP4;12;2;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_288_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 winograd_output_transform_4x4_3x3_nhwc_f16_126_1_126_2_nhwc_midgard_MP4;18;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_96_192_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 fill_image_borders_constant_f32_512_7_constant_midgard_MP4;36;1;5 convert_depth_down_f32_16_64_16_64_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_10_2048_512_10_4_4_2_8_16_false_false_midgard_MP4;2;20;1 concatenate_width_x2_f32_832_14_32_14_midgard_MP4;9;1;1 activation_layer_f32_640_7_midgard_MP4;5;7;1 elementwise_operation_ADD_f16_896_7_saturate_nchw_midgard_MP4;3;1;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_5_126_512_5_4_4_4_4_8_true_true_midgard_MP4;11;6;1 convert_depth_up_f16_21_150_21_150_midgard_MP4;2;12;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_96_96_1_1_nhwc_midgard_MP4;8;5;1 gemm_reshape_lhs_matrix_f16_1024_144_36_4_4_4_true_true_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_38_64_576_38_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_35_64_256_35_4_4_4_4_8_true_true_midgard_MP4;2;10;1 activation_layer_f16_64_75_midgard_MP4;2;9;1 fill_image_borders_constant_f16_1088_17_constant_midgard_MP4;64;1;6 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_96_576_14_4_4_2_8_16_false_false_midgard_MP4;12;13;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_576_14_4_4_2_8_16_false_false_midgard_MP4;2;14;1 activation_layer_f16_64_13_midgard_MP4;2;3;6 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_38_256_64_38_4_4_4_4_8_true_true_midgard_MP4;2;24;1 concatenate_width_x2_f16_16_64_16_64_midgard_MP4;4;16;6 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_256_128_28_4_4_4_4_8_true_true_midgard_MP4;2;22;1 fill_image_borders_constant_f16_512_5_constant_midgard_MP4;16;1;5 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_128_256_56_4_4_4_2_true_midgard_MP4;8;6;2 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_32_512_14_4_4_2_8_1_false_false_midgard_MP4;2;6;1 activation_layer_f16_96_19_midgard_MP4;2;5;1 gemm_reshape_lhs_matrix_3d_f16_7680_64_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_1_1000_2048_1_1_2_8_500_true_midgard_MP4;48;1;1 winograd_output_transform_1x2_1x7_nhwc_f32_192_153_192_17_nhwc_midgard_MP4;4;16;1 elementwise_operation_ADD_f32_512_7_saturate_nchw_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_150_64_147_150_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_1024_91_1_4_4_4_true_true_g76_MP4;2;6;1 activation_layer_f32_64_147_midgard_MP4;2;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_2_126_256_2_4_4_4_1_8_true_true_midgard_MP4;11;1;1 fill_image_borders_constant_f16_960_16_constant_midgard_MP4;2;15;8 im2col_generic_nhwc_f16_1_256_16384_nhwc_g76_MP4;4;1;1 pooling_layer_f16_nhwc_1_1_320_nhwc_g76_MP4;3;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_33_96_576_33_4_4_4_4_8_true_true_midgard_MP4;2;22;1 strided_slice_f16_500_0_500_1_32_19_20_1_1_0_1_1_midgard_MP4;4;10;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_55_128_32_55_4_4_4_4_8_true_true_midgard_MP4;2;20;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4_546_512_36_4_4_4_1_8_true_true_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f32_30720_2_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_1001_1536_1_1_2_8_500_true_midgard_MP4;24;1;1 gemm_reshape_lhs_matrix_f16_448_4096_1_4_4_4_true_true_g76_MP4;1;4;1 gemm_mm_reshaped_only_rhs_t_f32_153_128_128_8_4_4_4_2_true_midgard_MP4;2;10;1 im2col_generic_nhwc_f16_1_363_2916_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_64_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_reshape_lhs_matrix_f16_4608_3_1_4_4_1_true_true_g76_MP4;36;3;1 activation_layer_f32_128_30_midgard_MP4;2;9;1 winograd_output_transform_4x4_3x3_nhwc_f16_126_1_126_3_nhwc_midgard_MP4;4;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_112_32_27_112_4_4_4_2_true_midgard_MP4;2;10;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_35_64_256_35_4_4_4_2_true_midgard_MP4;2;5;3 activation_layer_f32_256_75_midgard_MP4;2;5;1 winograd_input_transform_4x4_3x3_stepz1_nhwc256_36_24_1_1_nhwc_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_1152_1024_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_1536_352_1_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f16_2048_10_midgard_MP4;2;1;10 activation_layer_f16_256_28_midgard_MP4;2;15;3 activation_layer_f16_144_75_midgard_MP4;2;5;1 winograd_input_transform_4x4_3x3_stepz1_nhwc384_12_12_1_1_nhwc_midgard_MP4;20;2;1 fill_image_borders_constant_f16_64_56_constant_midgard_MP4;44;1;4 fill_image_borders_constant_f16_384_28_constant_midgard_MP4;50;1;7 activation_layer_f16_96_35_midgard_MP4;2;5;1 gemm_reshape_lhs_matrix_3d_f16_2048_49_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_2048_1024_1_1_2_8_1024_true_midgard_MP4;1;29;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_128_32_36_4_4_4_4_8_true_true_midgard_MP4;2;4;3 elementwise_operation_ADD_f32_512_19_saturate_nchw_midgard_MP4;1;1;2 gemm_reshape_lhs_matrix_f16_256_13_36_4_4_4_true_true_g76_MP4;2;2;1 im2col3x3_nhwc_f32_1_2304_100_nhwc_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_96_768_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 activation_layer_f16_128_3_midgard_MP4;12;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_48_16_48_14_nhwc_midgard_MP4;12;3;1 winograd_output_transform_1x4_1x3_nhwc_f32_384_16_384_8_nhwc_midgard_MP4;4;10;1 activation_layer_f16_64_147_midgard_MP4;2;2;1 concatenate_width_x4_f16_320_8_768_8_768_8_192_8_midgard_MP4;8;1;25 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_1_1000_4096_1_1_2_8_500_true_midgard_MP4;48;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_768_96_14_4_4_4_4_8_true_true_midgard_MP4;2;30;1 fill_image_borders_constant_f16_320_33_constant_midgard_MP4;44;1;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_35_48_256_35_4_4_4_4_8_true_true_midgard_MP4;2;10;1 depthwise_convolution_3x3_nhwc_64_40_40_64_20_F16_g76_MP4;4;3;3 activation_layer_f16_672_32_midgard_MP4;42;3;3 gemm_reshape_lhs_matrix_3d_f16_3072_196_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f16_1_128_576_1_1_2_8_64_true_midgard_MP4;33;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_255_32_27_255_4_4_4_2_true_midgard_MP4;2;6;1 convert_depth_down_f32_1_500_1_500_midgard_MP4;1;3;1 activation_layer_f16_576_10_midgard_MP4;9;10;1 winograd_output_transform_4x4_3x3_nhwc_f32_48_16_48_14_nhwc_midgard_MP4;8;5;1 elementwise_operation_ADD_f32_64_75_saturate_nchw_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_1280_192_7_4_4_4_4_8_true_true_midgard_MP4;4;16;1 winograd_output_transform_4x4_3x3_nhwc_f16_546_1_546_2_nhwc_midgard_MP4;36;1;1 depthwise_convolution_3x3_nhwc_240_64_64_240_32_F16_g76_MP4;4;17;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_36_256_1024_24_4_4_2_8_16_false_false_midgard_MP4;2;12;1 im2col_generic_nhwc_f32_1_64_4096_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_3do_f16_48_256_128_48_4_4_4_4_8_true_true_midgard_MP4;2;8;1 fill_image_borders_constant_f16_64_1_constant_midgard_MP4;8;1;1 concatenate_width_x2_f16_192_8_256_8_midgard_MP4;14;2;4 gemm_reshape_lhs_matrix_3d_f16_256_4129_1_4_4_4_true_true_g76_MP4;4;1;1 depthwise_convolution_3x3_nhwc_64_112_112_64_56_F16_g76_MP4;4;13;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_113_64_27_113_4_4_4_4_8_true_true_midgard_MP4;2;20;1 activation_layer_f16_224_56_midgard_MP4;2;9;1 activation_layer_f16_960_32_midgard_MP4;5;1;2 activation_layer_f32_2048_10_midgard_MP4;2;5;1 depthwise_convolution_3x3_nhwc_64_150_150_64_75_F16_g76_MP4;4;8;3 fill_image_borders_constant_f16_96_40_constant_midgard_MP4;8;1;5 elementwise_operation_ADD_f32_320_28_saturate_nchw_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_3d_f32_16384_7_1_4_2_8_false_false_g76_MP4;2;2;1 activation_layer_f16_256_10_midgard_MP4;2;10;6 fill_image_borders_constant_f16_48_28_constant_midgard_MP4;20;1;1 fill_image_borders_constant_f16_480_28_constant_midgard_MP4;6;1;29 convert_depth_down_f32_3_160_3_160_midgard_MP4;1;3;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_128_224_56_4_4_4_2_true_midgard_MP4;16;12;2 gemm_reshape_lhs_matrix_3d_f32_16896_7_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_448_3136_1_4_4_4_true_true_g76_MP4;1;4;1 gemm_reshape_lhs_matrix_f16_512_13_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_36864_7_1_4_4_4_true_true_g76_MP4;2;16;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_8_384_1280_8_4_4_2_8_16_false_false_midgard_MP4;48;4;1 im2col3x3_nhwc_f16_1_2592_64_nhwc_g76_MP4;4;1;1 deconvolution_reshape_output_f16_nhwc_256_48_64_96_midgard_MP4;4;2;1 elementwise_operation_ADD_f32_512_14_saturate_nchw_midgard_MP4;1;1;2 winograd_input_transform_4x4_5x5_stepz1_nhwc64_200_200_2_2_nhwc_midgard_MP4;8;2;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_8_320_1280_8_4_4_2_8_16_false_false_midgard_MP4;6;14;1 gemm_reshape_lhs_matrix_f16_512_6_36_4_4_4_true_true_g76_MP4;4;1;1 winograd_output_transform_4x4_3x3_nhwc_f32_1_4096_1_256_nhwc_midgard_MP4;6;6;9 activation_layer_f16_512_5_midgard_MP4;1;5;5 gemm_reshape_lhs_matrix_f16_5120_3_36_4_4_1_true_true_g76_MP4;10;1;1 winograd_input_transform_1x2_1x7_stepz1_nhwc128_19_19_0_3_nhwc_midgard_MP4;4;2;5 activation_layer_f16_256_38_midgard_MP4;2;9;1 winograd_output_transform_4x4_3x3_nhwc_f32_64_361_64_75_nhwc_midgard_MP4;4;11;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_704_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 activation_layer_f16_192_27_midgard_MP4;3;6;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_153_160_128_8_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_153_192_160_8_4_4_4_4_8_true_true_midgard_MP4;2;4;1 elementwise_operation_ADD_f16_256_61_saturate_nhwc_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_384_2304_14_4_4_4_4_8_true_true_midgard_MP4;2;12;1 elementwise_operation_ADD_f32_1024_36_saturate_nchw_midgard_MP4;2;1;1 strided_slice_f16_500_0_500_1_32_24_25_1_1_0_1_1_midgard_MP4;6;1;20 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_28_128_320_28_4_4_2_8_16_false_false_midgard_MP4;2;14;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_75_64_64_75_4_4_4_4_8_true_true_midgard_MP4;2;12;1 depthwise_convolution_3x3_nhwc_672_32_32_672_16_F16_g76_MP4;4;10;2 winograd_output_transform_1x2_1x7_nhwc_f32_160_190_160_19_nhwc_midgard_MP4;4;8;1 depthwise_convolution_3x3_nhwc_192_65_65_192_33_F16_g76_MP4;4;8;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_8_320_1728_8_4_4_2_8_16_false_false_midgard_MP4;6;14;1 gemm_reshape_lhs_matrix_3d_f16_1024_352_1_4_4_4_true_true_g76_MP4;2;6;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_192_192_1_1_nhwc_midgard_MP4;8;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_80_200_32_4_4_4_4_8_true_true_midgard_MP4;2;8;1 strided_slice_f16_500_0_500_1_32_1_2_1_1_0_1_1_midgard_MP4;39;2;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_5_128_512_5_4_4_4_4_8_true_true_midgard_MP4;24;6;1 flatten_f16_1024_1_1_1024_1_midgard_MP4;15;1;22 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_256_288_28_4_4_4_4_8_true_true_midgard_MP4;2;24;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_112_112_1_1_nhwc_midgard_MP4;4;1;1 activation_layer_f16_16_55_midgard_MP4;2;1;2 concatenate_width_x4_f32_384_14_256_14_256_14_896_14_midgard_MP4;2;6;31 im2col3x3_nhwc_f32_1_2304_49_nhwc_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_10_512_1024_10_4_4_2_8_16_false_false_midgard_MP4;2;28;1 elementwise_operation_ADD_f32_256_38_saturate_nchw_midgard_MP4;1;2;1 gemm_reshape_lhs_matrix_3d_f16_384_1041_1_4_4_4_true_true_g76_MP4;2;2;1 strided_slice_f16_500_0_500_1_32_27_28_1_1_0_1_1_midgard_MP4;9;2;8 gemm_reshape_lhs_matrix_f32_55296_117_1_4_2_8_false_false_g76_MP4;2;2;1 winograd_input_transform_4x4_5x5_stepz1_nhwc64_384_384_2_2_nhwc_midgard_MP4;4;3;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_64_192_32_64_4_4_4_4_8_true_true_midgard_MP4;2;16;1 activation_layer_f32_64_14_midgard_MP4;2;6;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_33_576_96_33_4_4_4_4_8_true_true_midgard_MP4;2;12;1 im2col_generic_nhwc_f16_1_192_16384_nhwc_g76_MP4;6;1;1 elementwise_operation_ADD_f16_1024_19_saturate_nhwc_midgard_MP4;4;1;1 gemm_mm_reshaped_only_rhs_t_f16_1_3_32_64_1_2_8_1_true_midgard_MP4;1;1;22 pooling_layer_f32_nhwc_7_7_512_nhwc_g76_MP4;8;4;7 gemm_reshape_lhs_matrix_f16_3904_1536_1_4_4_4_true_true_g76_MP4;1;4;1 concatenate_width_x2_f32_672_7_32_7_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_1920_256_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_2304_196_4_4_4_4_true_true_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_54_128_128_36_4_4_4_4_8_true_true_midgard_MP4;2;15;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_196_128_32_36_4_4_4_4_8_true_true_midgard_MP4;2;20;1 gemm_mm_reshaped_only_rhs_t_f32_16_48_16_36_4_4_4_2_true_midgard_MP4;2;2;3 fill_image_borders_constant_f16_1280_10_constant_midgard_MP4;20;1;2 pooling_layer_f16_nhwc_27_27_256_nhwc_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_28672_13_1_4_4_4_true_true_g76_MP4;2;10;1 activation_layer_f16_96_17_midgard_MP4;1;4;5 fill_image_borders_constant_f32_128_38_constant_midgard_MP4;4;1;22 strided_slice_f16_500_0_500_1_32_22_23_1_1_0_1_1_midgard_MP4;1;7;12 activation_layer_f16_32_257_midgard_MP4;2;11;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_38_256_256_38_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_35_48_288_35_4_4_2_8_1_false_false_midgard_MP4;1;20;1 winograd_output_transform_2x2_7x7_nhwc_f16_4096_1_4096_1_nhwc_midgard_MP4;51;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_27_48_256_27_4_4_4_4_8_true_true_midgard_MP4;2;6;1 elementwise_operation_ADD_f16_512_36_saturate_nhwc_midgard_MP4;2;1;1 winograd_input_transform_4x4_3x3_stepz1_nhwc192_61_61_1_1_nhwc_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_512_2304_1_4_4_4_true_true_g76_MP4;2;14;1 activation_layer_f16_32_255_midgard_MP4;2;5;1 elementwise_operation_ADD_f16_992_14_saturate_nchw_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_576_96_19_4_4_4_4_8_true_true_midgard_MP4;2;12;1 activation_layer_f16_128_1_midgard_MP4;32;12;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_128_160_56_4_4_4_2_true_midgard_MP4;16;12;2 im2col3x3_nhwc_f32_1_27_65025_nhwc_g76_MP4;2;2;1 fill_image_borders_constant_f16_256_10_constant_midgard_MP4;8;1;10 no_config_idreverse_f16_128_4_4_midgard_MP4;3;6;12 fill_image_borders_constant_f32_32_253_constant_midgard_MP4;23;1;4 depthwise_convolution_3x3_nhwc_stride1_128_56_56_128_56_F16_g76_MP4;4;7;2 gemm_reshape_lhs_matrix_f16_2048_13_1_4_4_4_true_true_g76_MP4;2;12;1 winograd_output_transform_4x4_3x3_nhwc_f32_64_3456_64_288_nhwc_midgard_MP4;4;11;1 gemm_reshape_lhs_matrix_3d_f16_10752_4_1_4_4_4_true_true_g76_MP4;12;12;1 winograd_output_transform_4x4_3x3_nhwc_f32_512_4_512_7_nhwc_midgard_MP4;34;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_8_128_4096_8_4_4_2_8_16_false_false_midgard_MP4;2;12;1 elementwise_operation_ADD_f16_224_56_saturate_nchw_midgard_MP4;2;2;1 pooling_layer_f16_nhwc_56_56_128_nhwc_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_5_512_256_5_4_4_4_4_8_true_true_midgard_MP4;2;8;1 winograd_output_transform_4x4_3x3_nhwc_f16_512_49_512_28_nhwc_midgard_MP4;20;4;1 pooling_layer_f16_nhwc_28_28_256_nhwc_g76_MP4;16;20;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_2304_32_64_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 gemm_reshape_lhs_matrix_3d_f16_1024_25_1_4_4_4_true_true_g76_MP4;2;6;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_512_128_19_4_4_4_4_8_true_true_midgard_MP4;2;12;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_27_27_1_1_nhwc_midgard_MP4;29;4;2 fill_image_borders_constant_f16_80_126_constant_midgard_MP4;52;1;7 pooling_layer_f16_nhwc_9_9_1280_nhwc_g76_MP4;2;9;5 gemm_reshape_lhs_matrix_3d_f16_256_1407_1_4_4_4_true_true_g76_MP4;2;6;1 elementwise_operation_ADD_f16_64_75_saturate_nchw_midgard_MP4;2;5;1 im2col_generic_nhwc_f32_1_48_16384_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_only_rhs_t_f32_784_128_64_36_4_4_4_2_true_midgard_MP4;2;8;1 fill_image_borders_constant_f16_1792_14_constant_midgard_MP4;40;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4_384_448_36_4_4_4_1_8_true_true_midgard_MP4;4;1;1 im2col_generic_nhwc_f32_1_128_3456_nhwc_g76_MP4;4;9;1 activation_layer_f16_2080_8_midgard_MP4;5;1;1 deconvolution_reshape_output_f16_nhwc_128_96_32_192_midgard_MP4;4;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_32_3456_32_288_nhwc_midgard_MP4;4;10;1 pooling_layer_f16_nhwc_1_1_512_nhwc_g76_MP4;63;1;6 elementwise_operation_ADD_f32_1024_19_saturate_nhwc_midgard_MP4;2;1;1 fill_image_borders_constant_f16_96_111_constant_midgard_MP4;47;1;1 activation_layer_f16_32_147_midgard_MP4;2;21;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_81_64_48_36_4_4_4_4_8_true_true_midgard_MP4;2;21;1 convert_depth_up_f16_128_1_128_1_midgard_MP4;4;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_30_256_1728_30_4_4_2_8_16_false_false_midgard_MP4;2;8;1 concatenate_width_x4_f32_320_9_768_9_768_9_192_9_midgard_MP4;63;3;1 fill_image_borders_constant_f16_192_7_constant_midgard_MP4;64;1;3 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_112_64_32_112_4_4_4_2_true_midgard_MP4;2;16;1 fill_image_borders_constant_f32_512_19_constant_midgard_MP4;48;1;7 im2col3x3_nhwc_f32_1_1152_196_nhwc_g76_MP4;4;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_30_896_256_30_4_4_4_2_true_midgard_MP4;16;8;3 concatenate_width_x4_f16_128_14_256_14_64_14_64_14_midgard_MP4;8;11;1 fill_image_borders_constant_f16_16_192_constant_midgard_MP4;32;1;12 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_35_48_192_35_4_4_4_2_true_midgard_MP4;12;16;1 winograd_output_transform_4x4_3x3_nhwc_f32_256_25_256_19_nhwc_midgard_MP4;4;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_200_80_32_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_4096_91_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_72_64_288_48_4_4_2_8_16_false_false_midgard_MP4;2;12;1 gemm_mm_reshaped_only_rhs_t_f32_324_192_80_36_4_4_4_2_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_1024_1024_7_4_4_2_8_16_false_false_midgard_MP4;2;15;1 gemm_mm_reshaped_lhs_nt_rhs_t_f32_9216_3_32_64_4_2_8_16_1_true_false_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_64_40_72_64_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_reshape_lhs_matrix_3d_f16_2304_352_1_4_4_4_true_true_g76_MP4;4;1;1 pooling_layer_f32_nhwc_30_30_256_nhwc_g76_MP4;3;1;1 elementwise_operation_ADD_f16_64_14_saturate_nhwc_midgard_MP4;54;3;2 winograd_output_transform_4x4_3x3_nhwc_f16_24_1_24_2_nhwc_midgard_MP4;27;14;1 activation_layer_f16_416_14_midgard_MP4;16;2;8 gemm_reshape_lhs_matrix_3d_f32_32768_2_1_4_2_8_false_false_g76_MP4;2;2;1 deconvolution_reshape_output_f16_nhwc_64_192_16_384_midgard_MP4;4;1;4 gemm_reshape_lhs_matrix_f32_12288_256_1_4_8_16_true_false_g76_MP4;2;1;1 fill_image_borders_constant_f32_32_61_constant_midgard_MP4;47;1;1 winograd_output_transform_2x1_7x1_nhwc_f32_192_153_192_17_nhwc_midgard_MP4;4;23;1 activation_layer_f32_16_28_midgard_MP4;2;5;2 gemm_mm_reshaped_only_rhs_t_f32_361_64_64_36_4_4_4_2_true_midgard_MP4;2;12;1 gemm_reshape_lhs_matrix_f16_41472_19_1_4_4_4_true_true_g76_MP4;2;4;1 activation_layer_f16_64_256_midgard_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f32_32_49_32_28_nhwc_midgard_MP4;18;7;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_128_8_256_128_4_4_2_8_1_false_false_midgard_MP4;49;3;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_61_256_1728_61_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_20_128_128_20_4_4_4_4_8_true_true_midgard_MP4;2;30;1 pooling_layer_f32_nhwc_40_40_192_nhwc_g76_MP4;3;1;1 elementwise_operation_ADD_f32_256_75_saturate_nhwc_midgard_MP4;2;1;1 depthwise_convolution_3x3_stridex1_stridey1_bifrost_f32_f32_256_256_1_256_256_g76_MP4;2;1;22 winograd_output_transform_4x4_3x3_nhwc_f16_192_961_192_124_nhwc_midgard_MP4;4;10;1 gemm_reshape_lhs_matrix_f16_256_144_36_4_4_4_true_true_g76_MP4;2;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_35_35_1_1_nhwc_midgard_MP4;8;3;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_126_1024_10_4_4_4_4_8_true_true_midgard_MP4;2;8;1 pooling_layer_f16_nhwc_8_8_1280_nhwc_g76_MP4;2;8;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_1024_256_10_4_4_4_4_8_true_true_midgard_MP4;2;18;1 elementwise_operation_ADD_f16_128_48_saturate_nhwc_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_512_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_35_64_288_35_4_4_2_8_16_false_false_midgard_MP4;2;26;1 fill_image_borders_constant_f16_240_64_constant_midgard_MP4;46;1;4 pooling_layer_f16_nhwc_19_19_768_nhwc_g76_MP4;2;12;5 gemm_reshape_lhs_matrix_3d_f16_4096_77_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_112_64_147_112_4_4_4_2_true_midgard_MP4;2;12;1 concatenate_width_x2_f16_288_14_32_14_midgard_MP4;10;4;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_384_64_243_384_4_4_4_2_true_midgard_MP4;2;12;1 concatenate_width_x4_f16_64_35_64_35_96_35_32_35_midgard_MP4;8;5;2 activation_layer_f16_704_7_midgard_MP4;39;1;4 fill_image_borders_constant_f32_64_36_constant_midgard_MP4;48;1;3 elementwise_operation_SUB_f16_3_513_saturate_nchw_midgard_MP4;1;3;1 fill_image_borders_replicate_f32_1_128_replicate_midgard_MP4;2;1;1 concatenate_width_x4_f16_160_14_224_14_64_14_64_14_midgard_MP4;8;1;11 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_96_576_14_4_4_4_4_8_true_true_midgard_MP4;2;8;1 depthwise_convolution_3x3_nhwc_stride1_960_16_16_960_16_F16_g76_MP4;6;4;2 elementwise_operation_ADD_f32_896_30_saturate_nhwc_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_3d_f16_7168_13_1_4_4_4_true_true_g76_MP4;2;22;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_192_64_243_128_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_38_128_256_38_4_4_4_2_true_midgard_MP4;8;2;2 winograd_output_transform_4x4_3x3_nhwc_f16_256_36_256_24_nhwc_midgard_MP4;4;10;1 fill_image_borders_constant_f16_288_35_constant_midgard_MP4;8;1;5 strided_slice_f16_500_0_500_1_32_14_15_1_1_0_1_1_midgard_MP4;37;1;1 elementwise_operation_ADD_f32_1024_7_saturate_nhwc_midgard_MP4;1;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_49_32_16_36_4_4_4_4_8_true_true_midgard_MP4;2;14;3 gemm_reshape_lhs_matrix_f16_1024_3_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_19_512_128_19_4_4_4_2_true_midgard_MP4;2;5;4 gemm_mm_reshaped_only_rhs_t_f32_64_256_256_36_4_4_4_2_true_midgard_MP4;2;8;1 activation_layer_f16_1280_10_midgard_MP4;2;10;1 gemm_reshape_lhs_matrix_f32_55296_29_1_4_2_8_false_false_g76_MP4;2;2;1 concatenate_width_x2_f32_128_8_128_8_midgard_MP4;7;4;9 depthwise_convolution_3x3_nhwc_256_28_28_256_14_F32_g76_MP4;4;10;2 activation_layer_f32_384_9_midgard_MP4;3;3;2 elementwise_operation_ADD_f16_24_75_saturate_nhwc_midgard_MP4;1;3;1 activation_layer_f16_112_14_midgard_MP4;30;1;11 activation_layer_f32_512_36_midgard_MP4;2;1;9 gemm_reshape_lhs_matrix_f32_82944_10_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_896_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_3do_f16_96_128_64_96_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_36_256_64_24_4_4_4_2_true_midgard_MP4;2;1;12 concatenate_width_x2_f16_160_56_32_56_midgard_MP4;3;14;1 gemm_reshape_lhs_matrix_f16_1024_9_64_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f16_64_224_constant_midgard_MP4;44;1;4 gemm_mm_reshaped_only_rhs_t_f32_49_128_96_36_4_4_4_2_true_midgard_MP4;2;7;1 strided_slice_f16_500_0_500_1_32_17_18_1_1_0_1_1_midgard_MP4;32;2;4 activation_layer_f32_256_61_midgard_MP4;2;2;1 activation_layer_f16_240_64_midgard_MP4;3;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_512_256_19_4_4_4_4_8_true_true_midgard_MP4;2;12;1 pooling_layer_f16_nhwc_14_14_528_nhwc_g76_MP4;3;3;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_9_320_1280_9_4_4_2_8_16_false_false_midgard_MP4;2;26;1 gemm_reshape_lhs_matrix_3d_f16_384_1024_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f32_23552_7_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_35_48_288_35_4_4_4_4_8_true_true_midgard_MP4;2;10;1 activation_layer_f32_64_36_midgard_MP4;2;9;1 elementwise_operation_ADD_f32_448_14_saturate_nchw_midgard_MP4;1;1;2 fill_image_borders_constant_f32_32_255_constant_midgard_MP4;24;1;15 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_61_32_256_61_4_4_4_2_true_midgard_MP4;4;1;11 gemm_reshape_lhs_matrix_f16_512_86_36_4_4_4_true_true_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_1024_1024_1_4_4_4_true_true_g76_MP4;2;8;1 winograd_input_transform_2x1_7x1_stepz1_nhwc192_17_17_3_0_nhwc_midgard_MP4;4;9;1 fill_image_borders_constant_f16_1024_7_constant_midgard_MP4;16;1;1 gemm_mm_reshaped_only_rhs_t_f16_1_546_128_36_1_2_8_273_true_midgard_MP4;14;5;4 gemm_reshape_lhs_matrix_f16_18432_23_1_4_4_4_true_true_g76_MP4;2;4;1 gemm_mm_reshaped_only_rhs_t_f32_4096_32_32_36_4_4_4_2_true_midgard_MP4;2;16;1 activation_layer_f32_480_28_midgard_MP4;5;2;1 fill_image_borders_constant_f32_96_35_constant_midgard_MP4;60;1;3 elementwise_operation_ADD_f16_2048_7_saturate_nhwc_midgard_MP4;3;1;1 fill_image_borders_constant_f32_192_71_constant_midgard_MP4;8;1;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_2048_512_7_4_4_4_4_8_true_true_midgard_MP4;2;14;1 winograd_output_transform_1x2_1x7_nhwc_f32_128_450_128_30_nhwc_midgard_MP4;4;21;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_38_64_576_38_4_4_2_8_16_false_false_midgard_MP4;2;24;1 winograd_output_transform_4x4_5x5_nhwc_f16_32_576_32_96_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_576_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 fill_image_borders_constant_f32_2048_9_constant_midgard_MP4;8;1;9 winograd_output_transform_4x4_3x3_nhwc_f32_128_784_128_112_nhwc_midgard_MP4;4;11;1 gemm_reshape_lhs_matrix_f16_448_1407_1_4_4_4_true_true_g76_MP4;1;4;1 winograd_output_transform_4x4_3x3_nhwc_f32_224_16_224_14_nhwc_midgard_MP4;44;1;1 elementwise_operation_ADD_f16_512_14_saturate_nhwc_midgard_MP4;1;3;1 activation_layer_f16_128_5_midgard_MP4;1;4;15 gemm_reshape_lhs_matrix_3d_f16_2048_91_1_4_4_4_true_true_g76_MP4;2;2;1 elementwise_operation_MAX_f16_128_8_midgard_MP4;4;8;3 gemm_reshape_lhs_matrix_f16_768_3_36_4_4_1_true_true_g76_MP4;3;1;1 winograd_output_transform_4x4_3x3_nhwc_f32_96_81_96_35_nhwc_midgard_MP4;12;2;1 fill_image_borders_constant_f32_1024_10_constant_midgard_MP4;8;1;2 gemm_reshape_lhs_matrix_3d_f32_27648_7_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_f32_16_64_32_36_4_4_4_2_true_midgard_MP4;2;2;3 gemm_reshape_lhs_matrix_3d_f16_10752_64_1_4_4_4_true_true_g76_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_9216_16_16_36_4_4_4_4_1_true_true_midgard_MP4;2;2;6 winograd_output_transform_4x4_3x3_nhwc_f16_256_54_256_36_nhwc_midgard_MP4;4;9;1 gemm_reshape_lhs_matrix_f16_9216_2_36_4_4_4_true_true_g76_MP4;2;4;1 activation_layer_f16_96_56_midgard_MP4;3;28;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_10_256_2304_10_4_4_2_8_16_false_false_midgard_MP4;2;14;1 gemm_reshape_lhs_matrix_3d_f16_2048_352_1_4_4_4_true_true_g76_MP4;2;2;1 concatenate_width_x2_f16_384_8_384_8_midgard_MP4;33;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_255_32_27_255_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_reshape_lhs_matrix_3d_f16_1024_334_1_4_4_4_true_true_g76_MP4;2;6;1 elementwise_operation_ADD_f16_1024_36_saturate_nhwc_midgard_MP4;2;1;1 activation_layer_f16_1024_36_midgard_MP4;64;6;1 winograd_output_transform_4x4_3x3_nhwc_f16_48_81_48_35_nhwc_midgard_MP4;12;7;1 concatenate_width_x4_f16_64_35_64_35_96_35_64_35_midgard_MP4;12;2;3 depthwise_convolution_3x3_nhwc_512_14_14_512_7_F16_g76_MP4;4;7;1 winograd_output_transform_2x1_7x1_nhwc_f16_160_153_160_17_nhwc_midgard_MP4;4;10;1 gemm_reshape_lhs_matrix_3d_f16_6144_13_4_4_4_4_true_true_g76_MP4;2;10;1 elementwise_operation_ADD_f16_64_128_saturate_nhwc_midgard_MP4;4;1;1 activation_layer_f16_1280_1_midgard_MP4;55;1;1 gemm_mm_reshaped_only_rhs_t_f32_100_128_128_36_4_4_4_2_true_midgard_MP4;2;8;1 fill_image_borders_constant_f32_512_28_constant_midgard_MP4;1;22;15 activation_layer_f16_80_73_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_196_256_256_36_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_81_256_256_36_4_4_4_4_8_true_true_midgard_MP4;2;12;1 fill_image_borders_constant_f16_256_14_constant_midgard_MP4;4;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_55_16_128_55_4_4_4_4_1_true_true_midgard_MP4;1;8;1 fill_image_borders_constant_f32_160_7_constant_midgard_MP4;24;1;1 elementwise_operation_MAX_f16_64_16_midgard_MP4;2;5;26 elementwise_operation_MAX_f16_32_32_midgard_MP4;2;1;2 gemm_reshape_lhs_matrix_3d_f16_2560_4_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_128_64_56_4_4_4_4_8_true_true_midgard_MP4;2;12;1 dwc_MxN_native_fp_nhwc_1_128_128_1_128_128_F32_midgard_MP4;4;10;4 gemm_reshape_lhs_matrix_f32_2048_128_1_4_2_8_false_false_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_f16_448_784_1_4_4_4_true_true_g76_MP4;1;4;1 winograd_output_transform_4x1_3x1_nhwc_f32_192_56_192_14_nhwc_midgard_MP4;4;19;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_16_64_56_4_4_4_4_1_true_true_midgard_MP4;2;6;1 gemm_reshape_lhs_matrix_f16_2048_29_8_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_4096_7_1_4_4_4_true_true_g76_MP4;37;1;4 gemm_mm_reshaped_only_rhs_t_f32_16_64_24_36_4_4_4_2_true_midgard_MP4;2;2;3 depthwise_convolution_3x3_nhwc_stride1_1024_10_10_1024_10_F32_g76_MP4;36;5;2 elementwise_operation_ADD_f16_64_48_saturate_nchw_midgard_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_38_512_128_38_4_4_4_4_8_true_true_midgard_MP4;2;12;1 winograd_output_transform_1x2_1x7_nhwc_f16_128_450_128_30_nhwc_midgard_MP4;4;10;1 activation_layer_f32_128_143_midgard_MP4;2;5;1 activation_layer_f32_112_14_midgard_MP4;2;1;11 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_27_64_384_27_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_1536_1024_1_4_4_4_true_true_g76_MP4;4;1;1 im2col_generic_nhwc_f16_1_128_196_nhwc_g76_MP4;4;10;1 winograd_output_transform_4x4_3x3_nhwc_f32_32_256_32_61_nhwc_midgard_MP4;4;19;1 gemm_reshape_lhs_matrix_f16_1280_61_36_4_4_4_true_true_g76_MP4;2;2;1 pooling_layer_f32_nhwc_9_9_2048_nhwc_g76_MP4;14;9;3 concatenate_width_x2_f32_960_7_32_7_midgard_MP4;17;1;1 gemm_reshape_lhs_matrix_f16_768_4_36_4_4_4_true_true_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f32_128_4_128_7_nhwc_midgard_MP4;20;2;1 gemm_reshape_lhs_matrix_f32_27648_10_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_3200_64_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_3072_77_1_4_4_4_true_true_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f32_192_256_192_61_nhwc_midgard_MP4;4;23;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_128_768_19_4_4_4_4_8_true_true_midgard_MP4;2;4;1 concatenate_width_x2_f32_992_7_32_7_midgard_MP4;2;1;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_5_24_512_5_4_4_4_4_1_true_true_midgard_MP4;5;7;1 gemm_reshape_lhs_matrix_3d_f16_2048_196_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_2048_144_1_4_4_4_true_true_g76_MP4;4;1;1 activation_layer_f16_160_17_midgard_MP4;2;15;3 gemm_reshape_lhs_matrix_3d_f32_57344_7_1_4_2_8_false_false_g76_MP4;2;2;1 activation_layer_f32_128_17_midgard_MP4;2;3;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_16_480_14_4_4_2_8_1_false_false_midgard_MP4;3;24;1 gemm_mm_reshaped_only_rhs_t_f32_1024_64_64_36_4_4_4_2_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_3072_23_1_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f32_32_7_midgard_MP4;2;4;4 winograd_input_transform_1x2_1x7_stepz1_nhwc128_17_17_0_3_nhwc_midgard_MP4;4;3;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_36_256_64_24_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_192_64_27_128_4_4_4_4_8_true_true_midgard_MP4;2;20;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_32_192_28_4_4_4_4_8_true_true_midgard_MP4;2;26;1 elementwise_operation_ADD_f16_416_14_saturate_nchw_midgard_MP4;1;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_9_192_1280_9_4_4_4_4_8_true_true_midgard_MP4;2;4;1 fill_image_borders_constant_f32_80_73_constant_midgard_MP4;4;1;10 winograd_input_transform_4x1_3x1_stepz1_nhwc192_8_8_1_0_nhwc_midgard_MP4;12;2;1 strided_slice_f16_500_0_500_1_32_30_31_1_1_0_1_1_midgard_MP4;4;1;16 depthwise_convolution_3x3_nhwc_stride1_672_32_32_672_32_F16_g76_MP4;4;4;2 depthwise_convolution_3x3_nhwc_stride1_512_14_14_512_14_F16_g76_MP4;4;7;2 activation_layer_f32_4096_1_midgard_MP4;11;1;27 fill_image_borders_constant_f16_768_19_constant_midgard_MP4;64;1;5 activation_layer_f16_256_30_midgard_MP4;2;3;3 gemm_mm_reshaped_lhs_t_rhs_nt_f16_324_192_80_36_4_4_4_4_8_true_true_midgard_MP4;2;12;1 winograd_output_transform_4x4_3x3_nhwc_f32_32_1369_32_147_nhwc_midgard_MP4;4;12;1 concatenate_width_x2_f16_256_28_32_28_midgard_MP4;9;2;5 winograd_output_transform_4x4_3x3_nhwc_f16_256_196_256_56_nhwc_midgard_MP4;4;10;1 depthwise_convolution_3x3_nhwc_512_14_14_512_7_F32_g76_MP4;4;7;2 im2col3x3_nhwc_f16_1_27_22201_nhwc_g76_MP4;3;20;4 depthwise_convolution_3x3_nhwc_stride1_256_28_28_256_28_F32_g76_MP4;4;8;2 depthwise_convolution_3x3_nhwc_stride1_144_56_56_144_56_F16_g76_MP4;45;2;4 activation_layer_f16_256_14_midgard_MP4;2;7;3 activation_layer_f16_96_14_midgard_MP4;3;3;10 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_27_32_256_27_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_only_rhs_t_f32_9216_32_64_64_4_4_4_2_true_midgard_MP4;2;16;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_1_126_128_1_1_2_8_63_true_midgard_MP4;3;1;1 gemm_reshape_lhs_matrix_f16_32768_16_1_4_4_4_true_true_g76_MP4;2;2;1 elementwise_operation_ADD_f16_1024_19_saturate_nchw_midgard_MP4;2;2;1 convert_depth_up_f16_192_128_192_128_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_9_192_1728_9_4_4_2_8_16_false_false_midgard_MP4;22;9;1 winograd_output_transform_4x4_5x5_nhwc_f16_32_2500_32_200_nhwc_midgard_MP4;4;8;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_14_384_64_14_4_4_4_2_true_midgard_MP4;2;2;7 strided_slice_f16_500_0_500_1_32_4_5_1_1_0_1_1_midgard_MP4;36;1;1 gemm_reshape_lhs_matrix_3d_f16_4096_57_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_112_96_16_112_4_4_4_2_true_midgard_MP4;2;8;2 pooling_layer_f16_nhwc_8_8_1088_nhwc_g76_MP4;17;1;1 fill_image_borders_constant_f32_32_112_constant_midgard_MP4;24;1;7 gemm_reshape_lhs_matrix_3d_f16_1536_196_4_4_4_4_true_true_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_f16_512_144_36_4_4_4_true_true_g76_MP4;2;2;1 depthwise_convolution_3x3_nhwc_stride1_192_38_38_192_38_F16_g76_MP4;4;5;3 fill_image_borders_constant_f16_32_149_constant_midgard_MP4;36;1;10 activation_layer_f32_64_56_midgard_MP4;2;9;1 activation_layer_f16_1024_7_midgard_MP4;2;7;3 fill_image_borders_constant_f32_256_36_constant_midgard_MP4;3;10;10 fill_image_borders_constant_f16_64_13_constant_midgard_MP4;36;1;3 elementwise_operation_ADD_f32_320_14_saturate_nchw_midgard_MP4;1;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_153_192_192_8_4_4_4_4_8_true_true_midgard_MP4;2;4;1 convert_depth_up_f16_4_128_4_128_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_61_256_1728_61_4_4_2_8_16_false_false_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_256_1024_19_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_1024_64_64_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 winograd_input_transform_4x4_3x3_stepz1_nhwc512_28_28_1_1_nhwc_midgard_MP4;4;1;1 pooling_layer_f16_nhwc_17_17_768_nhwc_g76_MP4;2;17;3 fill_image_borders_constant_f16_64_150_constant_midgard_MP4;44;1;2 fill_image_borders_constant_f16_16_55_constant_midgard_MP4;21;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_14_512_256_14_4_4_4_2_true_midgard_MP4;2;2;2 winograd_output_transform_4x4_3x3_nhwc_f32_192_441_192_82_nhwc_midgard_MP4;4;11;1 pooling_layer_f32_nhwc_84_84_64_nhwc_g76_MP4;2;1;1 im2col3x3_nhwc_f32_1_2304_900_nhwc_g76_MP4;2;1;1 winograd_output_transform_4x4_3x3_nhwc_f32_256_64_256_30_nhwc_midgard_MP4;4;2;1 winograd_output_transform_4x4_5x5_nhwc_f32_64_81_64_35_nhwc_midgard_MP4;4;23;1 strided_slice_f16_500_0_500_1_32_23_24_1_1_0_1_1_midgard_MP4;14;2;1 convert_depth_up_f16_1001_1_1001_1_midgard_MP4;12;1;1 elementwise_operation_ADD_f16_24_128_saturate_nhwc_midgard_MP4;2;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_1369_64_147_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_96_864_19_4_4_4_4_8_true_true_midgard_MP4;2;8;1 winograd_output_transform_4x4_3x3_nhwc_f32_512_49_512_28_nhwc_midgard_MP4;4;2;1 activation_layer_f32_80_126_midgard_MP4;10;1;1 activation_layer_f16_64_72_midgard_MP4;2;9;1 gemm_reshape_lhs_matrix_f16_2368_784_1_4_4_4_true_true_g76_MP4;1;4;1 gemm_mm_reshaped_only_rhs_t_f32_81_96_96_36_4_4_4_2_true_midgard_MP4;12;24;1 gemm_reshape_lhs_matrix_f16_1024_288_64_4_4_8_true_true_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_19_256_512_19_4_4_2_8_16_false_false_midgard_MP4;2;24;1 elementwise_operation_ADD_f16_896_30_saturate_nhwc_midgard_MP4;3;1;1 activation_layer_f16_72_128_midgard_MP4;3;3;1 gemm_reshape_lhs_matrix_f32_73728_7_1_4_2_8_false_false_g76_MP4;2;2;1 fill_image_borders_constant_f16_192_35_constant_midgard_MP4;48;1;5 fill_image_borders_constant_f32_192_19_constant_midgard_MP4;16;1;7 depthwise_convolution_3x3_nhwc_144_75_75_144_38_F16_g76_MP4;42;8;1 depthwise_convolution_3x3_nhwc_stride1_960_7_7_960_7_F32_g76_MP4;20;4;4 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_1_128_576_1_1_2_8_64_true_midgard_MP4;3;1;1 concatenate_width_x4_f16_384_8_288_8_320_8_1088_8_midgard_MP4;48;2;4 activation_layer_f32_288_28_midgard_MP4;3;27;1 elementwise_operation_ADD_f32_160_56_saturate_nchw_midgard_MP4;1;2;1 concatenate_width_x2_f32_672_14_32_14_midgard_MP4;4;1;1 depthwise_convolution_3x3_nhwc_96_257_257_96_129_F16_g76_MP4;4;12;2 concatenate_width_x2_f16_256_14_32_14_midgard_MP4;26;1;7 depthwise_convolution_3x3_nhwc_128_75_75_128_38_F16_g76_MP4;4;8;3 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_36_1024_256_24_4_4_4_2_true_midgard_MP4;2;1;4 winograd_output_transform_4x4_3x3_nhwc_f16_3_1536_3_192_nhwc_midgard_MP4;3;6;1 im2col_generic_nhwc_f32_1_147_22500_nhwc_g76_MP4;2;1;1 elementwise_operation_MAX_f32_64_16_midgard_MP4;2;1;1 fill_image_borders_constant_f16_128_5_constant_midgard_MP4;4;1;5 winograd_output_transform_4x4_3x3_nhwc_f16_128_54_128_36_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_126_80_64_126_4_4_4_2_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_f16_27648_4_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_128_224_28_4_4_4_2_true_midgard_MP4;4;4;1 gemm_reshape_lhs_matrix_f16_512_16_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_17408_19_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_mm_reshaped_lhs_nt_rhs_t_f32_49_512_512_36_4_4_2_8_16_false_false_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_640_7_4_4_2_8_16_false_false_midgard_MP4;2;6;1 concatenate_width_x2_f32_608_14_32_14_midgard_MP4;5;1;1 elementwise_operation_SUB_f32_3_128_saturate_nchw_midgard_MP4;1;2;1 gemm_reshape_lhs_matrix_f16_3072_4_6_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_10752_16_1_4_4_4_true_true_g76_MP4;2;10;1 im2col3x3_nhwc_f16_1_864_289_nhwc_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_28_128_384_28_4_4_2_8_16_false_false_midgard_MP4;2;14;1 fill_image_borders_constant_f16_256_28_constant_midgard_MP4;9;2;10 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_160_960_7_4_4_4_4_8_true_true_midgard_MP4;21;2;1 activation_layer_f16_256_61_midgard_MP4;2;5;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_288_32_27_192_4_4_4_2_true_midgard_MP4;2;6;1 im2col_generic_nhwc_f32_1_1024_432_nhwc_g76_MP4;4;2;1 activation_layer_f32_384_14_midgard_MP4;3;7;1 activation_layer_f32_64_128_midgard_MP4;2;2;1 activation_layer_f32_64_192_midgard_MP4;16;22;1 activation_layer_f16_16_80_midgard_MP4;1;10;2 fill_image_borders_constant_f16_512_27_constant_midgard_MP4;32;1;9 elementwise_operation_ADD_f32_1024_36_saturate_nhwc_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_9_192_1280_9_4_4_2_8_16_false_false_midgard_MP4;26;11;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_1849_64_32_36_4_4_4_4_8_true_true_midgard_MP4;2;16;1 activation_layer_f16_240_32_midgard_MP4;2;5;2 elementwise_operation_ADD_f32_544_14_saturate_nchw_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_128_144_56_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_32_32_1024_32_4_4_2_8_1_false_false_midgard_MP4;2;16;1 depthwise_convolution_3x3_nhwc_72_128_128_72_64_F16_g76_MP4;6;4;1 depthwise_convolution_3x3_nhwc_stride1_256_38_38_256_38_F16_g76_MP4;4;6;2 gemm_reshape_lhs_matrix_3d_f16_5120_4_4_4_4_4_true_true_g76_MP4;2;10;1 fill_image_borders_constant_f16_448_8_constant_midgard_MP4;3;2;4 winograd_output_transform_1x4_1x3_nhwc_f16_192_56_192_14_nhwc_midgard_MP4;4;10;1 activation_layer_f16_72_64_midgard_MP4;9;1;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_32_256_28_4_4_4_2_true_midgard_MP4;4;4;1 im2col3x3_nhwc_f32_1_2304_25_nhwc_g76_MP4;4;1;1 activation_layer_f16_320_35_midgard_MP4;2;1;5 activation_layer_f16_80_126_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_3_126_256_3_4_4_4_1_8_true_true_midgard_MP4;23;2;1 no_config_idreverse_f32_16_4_4_midgard_MP4;8;2;9 gemm_reshape_lhs_matrix_f16_512_144_64_4_4_4_true_true_g76_MP4;2;2;1 depthwise_convolution_3x3_nhwc_stride1_32_112_112_32_112_F16_g76_MP4;4;8;2 winograd_output_transform_1x2_1x7_nhwc_f32_160_153_160_17_nhwc_midgard_MP4;4;21;1 winograd_input_transform_4x4_3x3_stepz1_nhwc80_73_73_0_0_nhwc_midgard_MP4;4;1;3 strided_slice_f16_500_0_500_1_32_31_32_1_1_0_1_1_midgard_MP4;24;1;8 fill_image_borders_constant_f16_512_38_constant_midgard_MP4;7;12;3 winograd_input_transform_4x4_3x3_stepz1_nhwc128_36_24_1_1_nhwc_midgard_MP4;4;1;1 winograd_output_transform_1x2_1x7_nhwc_f16_160_153_160_17_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_36_128_512_24_4_4_2_8_16_false_false_midgard_MP4;2;22;1 fill_image_borders_constant_f16_32_1_constant_midgard_MP4;4;32;3 activation_layer_f16_192_17_midgard_MP4;3;6;1 elementwise_operation_ADD_f32_896_7_saturate_nchw_midgard_MP4;1;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_64_384_19_4_4_4_4_8_true_true_midgard_MP4;2;12;1 winograd_output_transform_4x4_3x3_nhwc_f32_64_4096_64_256_nhwc_midgard_MP4;4;9;1 elementwise_operation_ADD_f32_256_56_saturate_nhwc_midgard_MP4;2;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_512_16_512_14_nhwc_midgard_MP4;4;9;1 elementwise_operation_ADD_f32_832_14_saturate_nchw_midgard_MP4;1;1;2 depthwise_convolution_3x3_nhwc_128_75_75_128_38_F32_g76_MP4;4;10;3 depthwise_convolution_3x3_nhwc_64_2_2_64_1_F16_g76_MP4;16;1;10 pooling_layer_f32_nhwc_56_56_64_nhwc_g76_MP4;2;1;1 activation_layer_f16_800_7_midgard_MP4;2;7;3 concatenate_width_x2_f16_544_14_32_14_midgard_MP4;17;1;2 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_96_384_14_4_4_2_8_16_false_false_midgard_MP4;12;13;1 activation_layer_f16_96_75_midgard_MP4;2;5;1 elementwise_operation_ADD_f16_512_19_saturate_nchw_midgard_MP4;1;4;1 strided_slice_f16_2048_1536_2048_1_1_0_1_1_midgard_MP4;4;16;4 im2col3x3_nhwc_f16_1_1152_4_nhwc_g76_MP4;12;1;1 elementwise_operation_ADD_f16_80_32_saturate_nhwc_midgard_MP4;5;2;1 gemm_reshape_lhs_matrix_f32_4608_3_1_4_2_1_false_false_g76_MP4;18;3;1 activation_layer_f32_384_8_midgard_MP4;3;7;1 elementwise_operation_ADD_f16_32_28_saturate_nhwc_midgard_MP4;2;14;7 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_512_2304_7_4_4_4_4_8_true_true_midgard_MP4;2;9;1 activation_layer_f16_448_28_midgard_MP4;7;1;6 pooling_layer_f16_nhwc_73_73_64_nhwc_g76_MP4;2;1;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_128_1792_1_1_2_8_64_true_midgard_MP4;20;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_256_16_32_256_4_4_4_4_1_true_true_midgard_MP4;2;18;1 activation_layer_f32_256_7_midgard_MP4;2;5;7 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_3_128_256_3_4_4_4_2_true_midgard_MP4;18;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_9_24_1280_36_4_4_4_1_1_true_true_midgard_MP4;2;4;9 elementwise_operation_ADD_f16_832_14_saturate_nchw_midgard_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_f32_4_384_448_36_4_4_4_2_true_midgard_MP4;30;1;3 winograd_input_transform_4x4_5x5_stepz1_nhwc48_40_40_2_2_nhwc_midgard_MP4;4;1;5 gemm_mm_reshaped_only_rhs_t_f32_196_64_64_36_4_4_4_2_true_midgard_MP4;2;12;1 concatenate_width_x2_f16_352_28_32_28_midgard_MP4;6;7;2 fill_image_borders_constant_f16_32_147_constant_midgard_MP4;53;1;7 depthwise_convolution_3x3_nhwc_192_64_64_192_32_F16_g76_MP4;4;8;2 convert_depth_up_f16_32_64_32_64_midgard_MP4;2;1;1 concatenate_width_x2_f32_16_64_16_64_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_f16_1024_4_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_f32_1024_256_64_36_4_4_4_2_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_143_32_64_95_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_reshape_lhs_matrix_3d_f32_28672_2_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_768_1_36_4_4_4_true_true_g76_MP4;2;2;3 fill_image_borders_constant_f16_224_8_constant_midgard_MP4;3;16;6 activation_layer_f32_448_8_midgard_MP4;2;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc24_14_14_1_1_nhwc_midgard_MP4;4;3;3 elementwise_operation_ADD_f32_192_56_saturate_nchw_midgard_MP4;1;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc128_50_50_0_0_nhwc_midgard_MP4;2;3;31 elementwise_operation_ADD_f16_2048_10_saturate_nhwc_midgard_MP4;3;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_33_320_960_33_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_288_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_only_rhs_t_f32_4_512_512_36_4_4_4_2_true_midgard_MP4;4;1;3 concatenate_width_x2_f16_224_56_32_56_midgard_MP4;43;2;4 winograd_output_transform_4x4_3x3_nhwc_f32_384_4_384_7_nhwc_midgard_MP4;12;2;1 gemm_reshape_lhs_matrix_3d_f16_256_4096_1_4_4_4_true_true_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_126_4_126_5_nhwc_midgard_MP4;40;1;1 gemm_reshape_lhs_matrix_3d_f16_1536_196_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_13_1000_512_13_4_4_4_4_8_true_true_midgard_MP4;2;22;1 strided_slice_f16_500_0_500_1_32_25_26_1_1_0_1_1_midgard_MP4;1;27;7 winograd_output_transform_2x1_7x1_nhwc_f16_128_153_128_17_nhwc_midgard_MP4;4;10;1 activation_layer_f16_128_36_midgard_MP4;2;9;1 fill_image_borders_constant_f32_512_10_constant_midgard_MP4;12;1;7 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_992_7_4_4_4_4_8_true_true_midgard_MP4;32;6;1 gemm_reshape_lhs_matrix_f32_18432_25_1_4_2_8_false_false_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f32_128_49_128_28_nhwc_midgard_MP4;4;5;1 fill_image_borders_constant_f16_96_256_constant_midgard_MP4;44;1;2 gemm_mm_reshaped_lhs_nt_rhs_t_f32_16_384_384_6_4_4_2_1_16_false_false_midgard_MP4;2;4;6 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_1_4096_4096_1_1_2_8_2048_true_midgard_MP4;12;1;27 im2col3x3_nhwc_f16_1_2304_25_nhwc_g76_MP4;4;15;1 winograd_output_transform_4x4_3x3_nhwc_f32_192_196_192_56_nhwc_midgard_MP4;4;11;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_40_48_288_40_4_4_2_8_1_false_false_midgard_MP4;1;20;1 winograd_input_transform_4x4_3x3_stepz1_nhwc128_48_48_1_1_nhwc_midgard_MP4;8;3;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_36_256_512_24_4_4_2_8_16_false_false_midgard_MP4;2;12;1 activation_layer_f16_384_17_midgard_MP4;3;6;1 elementwise_operation_ADD_f32_640_14_saturate_nchw_midgard_MP4;1;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_1001_1024_1_1_2_8_500_true_midgard_MP4;48;1;1 activation_layer_f16_640_7_midgard_MP4;35;1;4 convert_depth_up_f16_128_4_128_4_midgard_MP4;2;1;1 elementwise_operation_ADD_f16_128_56_saturate_nchw_midgard_MP4;2;2;1 activation_layer_f16_32_200_midgard_MP4;2;5;1 winograd_output_transform_4x4_3x3_nhwc_f32_96_49_96_28_nhwc_midgard_MP4;12;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_35_320_128_35_4_4_4_4_8_true_true_midgard_MP4;2;12;1 fill_image_borders_constant_f16_48_27_constant_midgard_MP4;44;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_17_160_768_17_4_4_2_8_16_false_false_midgard_MP4;20;19;1 depthwise_convolution_3x3_nhwc_stride1_64_40_40_64_40_F16_g76_MP4;4;1;5 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_480_14_4_4_2_8_16_false_false_midgard_MP4;2;20;1 gemm_reshape_lhs_matrix_f16_3072_1_6_4_4_4_true_true_g76_MP4;24;4;3 im2col3x3_nhwc_f16_1_1728_900_nhwc_g76_MP4;4;1;1 elementwise_operation_ADD_f16_256_56_saturate_nchw_midgard_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_143_32_64_95_4_4_4_2_true_midgard_MP4;4;12;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_1536_3_64_36_4_4_4_8_1_true_true_midgard_MP4;1;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_384_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_12_512_19_4_4_4_4_1_true_true_midgard_MP4;1;25;1 depthwise_convolution_3x3_nhwc_stride1_512_14_14_512_14_F32_g76_MP4;4;7;3 activation_layer_f16_128_28_midgard_MP4;2;23;1 gemm_mm_reshaped_only_rhs_t_f32_153_160_160_8_4_4_4_2_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_144_128_64_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 fill_image_borders_constant_f32_128_14_constant_midgard_MP4;4;1;14 im2col3x3_nhwc_f32_1_1728_3721_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_512_3_64_512_4_2_8_16_1_true_false_midgard_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_1000_1024_1_1_2_8_500_true_midgard_MP4;48;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_992_14_4_4_4_4_8_true_true_midgard_MP4;2;8;1 winograd_output_transform_4x1_3x1_nhwc_f16_192_56_192_14_nhwc_midgard_MP4;4;10;1 concatenate_width_x4_f32_256_7_320_7_128_7_128_7_midgard_MP4;4;1;14 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_992_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_896_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 pooling_layer_f32_nhwc_40_40_256_nhwc_g76_MP4;18;9;2 winograd_output_transform_4x4_3x3_nhwc_f32_64_4096_64_253_nhwc_midgard_MP4;4;9;1 gemm_reshape_lhs_matrix_3d_f16_2048_7_1_4_4_4_true_true_g76_MP4;2;2;6 gemm_mm_reshaped_only_rhs_t_f32_190_192_192_8_4_4_4_2_true_midgard_MP4;2;2;2 elementwise_operation_ADD_f32_256_38_saturate_nhwc_midgard_MP4;2;1;1 activation_layer_f32_192_61_midgard_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f32_9216_50_1_4_2_8_false_false_g76_MP4;2;2;1 winograd_output_transform_2x2_7x7_nhwc_f32_4096_1_4096_1_nhwc_midgard_MP4;44;1;1 activation_layer_f16_64_113_midgard_MP4;2;5;1 activation_layer_f16_128_48_midgard_MP4;2;15;3 im2col3x3_nhwc_f16_1_144_3136_nhwc_g76_MP4;4;5;1 gemm_reshape_lhs_matrix_f32_18432_46_1_4_2_8_false_false_g76_MP4;2;2;1 fill_image_borders_constant_f16_16_14_constant_midgard_MP4;3;10;5 activation_layer_f16_576_7_midgard_MP4;2;7;3 elementwise_operation_ADD_f32_544_7_saturate_nchw_midgard_MP4;1;1;3 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_75_128_64_75_4_4_4_2_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_64_512_14_4_4_2_8_16_false_false_midgard_MP4;2;8;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_150_32_27_150_4_4_4_2_true_midgard_MP4;2;6;1 winograd_output_transform_4x4_3x3_nhwc_f16_288_16_288_14_nhwc_midgard_MP4;18;4;1 fill_image_borders_constant_f32_96_14_constant_midgard_MP4;24;1;7 activation_layer_f32_608_7_midgard_MP4;38;7;1 activation_layer_f16_1536_8_midgard_MP4;6;3;1 activation_layer_f16_64_288_midgard_MP4;2;9;1 elementwise_operation_ADD_f16_96_19_saturate_nhwc_midgard_MP4;2;1;1 elementwise_operation_ADD_f16_64_192_saturate_nchw_midgard_MP4;4;1;1 activation_layer_f32_512_5_midgard_MP4;2;3;5 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_36_512_256_24_4_4_4_2_true_midgard_MP4;2;1;8 elementwise_operation_ADD_f32_480_28_saturate_nchw_midgard_MP4;1;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_1536_64_192_nhwc_midgard_MP4;4;10;1 pooling_layer_f32_nhwc_40_40_288_nhwc_g76_MP4;4;20;4 pooling_layer_f16_nhwc_14_14_896_nhwc_g76_MP4;2;2;1 activation_layer_f32_576_7_midgard_MP4;3;6;1 winograd_output_transform_4x4_3x3_nhwc_f32_192_324_192_71_nhwc_midgard_MP4;4;8;1 gemm_reshape_lhs_matrix_3d_f16_15360_4_4_4_4_4_true_true_g76_MP4;2;13;1 activation_layer_f32_320_9_midgard_MP4;5;2;2 fill_image_borders_constant_f16_32_14_constant_midgard_MP4;38;1;3 gemm_reshape_lhs_matrix_f16_512_1_36_4_4_1_true_true_g76_MP4;32;1;9 convert_depth_down_f32_4_128_4_128_midgard_MP4;1;3;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_96_480_14_4_4_2_8_16_false_false_midgard_MP4;12;13;1 gemm_reshape_lhs_matrix_f16_448_799_1_4_4_4_true_true_g76_MP4;1;4;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_512_2048_7_4_4_2_8_16_false_false_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_8_448_2048_8_4_4_2_8_16_false_false_midgard_MP4;2;16;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_128_128_1_1_nhwc_midgard_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_153_192_128_8_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_only_rhs_t_f32_196_256_256_36_4_4_4_2_true_midgard_MP4;54;7;1 depthwise_convolution_3x3_nhwc_stride1_192_28_28_192_28_F32_g76_MP4;4;8;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_384_64_19_4_4_4_4_8_true_true_midgard_MP4;2;12;1 pooling_layer_f32_nhwc_35_35_288_nhwc_g76_MP4;4;18;4 im2col3x3_nhwc_f16_1_576_784_nhwc_g76_MP4;4;5;1 fill_image_borders_constant_f16_256_19_constant_midgard_MP4;32;1;10 fft_radix_8_first_stage_axis_0_f32_200_140_midgard_MP4;1;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc80_126_126_0_0_nhwc_midgard_MP4;4;1;1 fill_image_borders_constant_f16_32_288_constant_midgard_MP4;64;1;6 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_2048_512_1_1_2_8_1024_true_midgard_MP4;34;2;1 gemm_reshape_lhs_matrix_f16_36864_13_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_1024_54_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_reshape_lhs_matrix_f32_9216_7_1_4_2_1_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_1024_96_36_4_4_4_true_true_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f32_9216_25_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_1024_993_1_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f16_144_14_constant_midgard_MP4;32;1;5 fill_image_borders_constant_f16_128_75_constant_midgard_MP4;44;1;1 elementwise_operation_ADD_f32_3_512_saturate_nchw_midgard_MP4;1;2;1 pooling_layer_f32_nhwc_8_8_768_nhwc_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_56_192_192_6_4_4_4_4_8_true_true_midgard_MP4;2;4;1 elementwise_operation_ADD_f16_160_7_saturate_nhwc_midgard_MP4;2;2;7 gemm_mm_reshaped_lhs_t_rhs_nt_f16_81_64_48_64_4_4_4_4_8_true_true_midgard_MP4;2;2;2 gemm_reshape_lhs_matrix_f32_55296_2_1_4_2_8_false_false_g76_MP4;2;2;1 activation_layer_f32_64_224_midgard_MP4;2;2;1 fill_image_borders_constant_f16_128_56_constant_midgard_MP4;40;1;1 elementwise_operation_ADD_f32_256_28_saturate_nhwc_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_5_512_2304_5_4_4_2_1_16_false_false_midgard_MP4;63;1;6 winograd_input_transform_4x4_3x3_stepz1_nhwc32_170_170_1_1_nhwc_midgard_MP4;4;1;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_14_14_1_1_nhwc_midgard_MP4;10;2;3 activation_layer_f32_224_14_midgard_MP4;7;6;1 activation_layer_f16_32_150_midgard_MP4;2;17;1 fill_image_borders_constant_f16_32_27_constant_midgard_MP4;32;1;3 gemm_reshape_lhs_matrix_f16_1792_1_36_4_4_1_true_true_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_f16_4096_2_36_4_4_4_true_true_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_864_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 elementwise_operation_ADD_f16_384_28_saturate_nchw_midgard_MP4;2;1;2 activation_layer_f16_256_35_midgard_MP4;2;9;1 activation_layer_f32_8_64_midgard_MP4;1;22;1 activation_layer_f32_64_253_midgard_MP4;2;9;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_9_384_1280_9_4_4_2_8_16_false_false_midgard_MP4;2;26;1 fill_image_borders_constant_f32_64_192_constant_midgard_MP4;40;1;4 pooling_layer_f16_nhwc_17_17_288_nhwc_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_224_64_27_224_4_4_4_2_true_midgard_MP4;2;10;1 gemm_reshape_lhs_matrix_3d_f32_31744_2_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_257_16_32_257_4_4_4_4_1_true_true_midgard_MP4;2;22;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_16_64_2048_16_4_4_2_8_16_false_false_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_19_256_1024_19_4_4_2_8_16_false_false_midgard_MP4;2;8;1 convert_depth_up_f16_91_1917_91_1917_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_f16_1536_512_1_4_4_8_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_f32_16_512_512_36_4_4_2_1_16_false_false_midgard_MP4;2;4;1 activation_layer_f32_96_35_midgard_MP4;3;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_190_192_160_8_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_144_64_64_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 winograd_output_transform_4x4_3x3_nhwc_f16_126_1_126_1_nhwc_midgard_MP4;18;1;1 activation_layer_f32_192_82_midgard_MP4;2;5;1 gemm_reshape_lhs_matrix_f16_2048_49_36_4_4_4_true_true_g76_MP4;2;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc48_35_35_1_1_nhwc_midgard_MP4;15;1;24 winograd_input_transform_2x2_7x7_stepz1_nhwc512_7_7_0_0_nhwc_midgard_MP4;28;1;1 fill_image_borders_constant_f16_128_17_constant_midgard_MP4;32;1;10 concatenate_width_x2_f32_768_7_32_7_midgard_MP4;5;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_36_512_256_24_4_4_4_4_8_true_true_midgard_MP4;2;16;1 concatenate_width_x4_f32_160_14_224_14_64_14_64_14_midgard_MP4;2;6;28 winograd_output_transform_1x2_1x7_nhwc_f32_128_190_128_19_nhwc_midgard_MP4;4;8;1 depthwise_convolution_3x3_nhwc_stride1_576_19_19_576_19_F16_g76_MP4;4;6;2 elementwise_operation_ADD_f32_512_19_saturate_nhwc_midgard_MP4;1;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_1_128_1792_1_1_2_8_64_true_midgard_MP4;4;1;1 activation_layer_f16_64_150_midgard_MP4;2;10;1 elementwise_operation_ADD_f16_960_14_saturate_nchw_midgard_MP4;2;2;1 concatenate_width_x2_f16_928_14_32_14_midgard_MP4;10;2;4 gemm_reshape_lhs_matrix_3d_f32_4096_4096_1_4_8_16_true_false_g76_MP4;2;1;1 gemm_reshape_lhs_matrix_f16_3072_10_8_4_4_4_true_true_g76_MP4;2;2;1 winograd_output_transform_1x4_1x3_nhwc_f32_192_56_192_14_nhwc_midgard_MP4;4;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_576_64_32_36_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_3d_f16_9216_23_1_4_4_4_true_true_g76_MP4;2;20;1 activation_layer_f32_32_35_midgard_MP4;2;5;1 fill_image_borders_constant_f16_32_192_constant_midgard_MP4;64;1;6 concatenate_width_x4_f32_64_35_64_35_96_35_64_35_midgard_MP4;36;5;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_16_960_160_16_4_4_4_4_8_true_true_midgard_MP4;2;32;1 elementwise_operation_MAX_f32_32_32_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_38_512_256_38_4_4_4_4_8_true_true_midgard_MP4;2;8;1 depthwise_convolution_3x3_nhwc_stride1_576_33_33_576_33_F16_g76_MP4;4;6;3 gemm_reshape_lhs_matrix_f16_512_4_36_4_4_4_true_true_g76_MP4;2;13;1 elementwise_operation_ADD_f32_384_14_saturate_nchw_midgard_MP4;1;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_784_128_64_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 winograd_output_transform_4x4_3x3_nhwc_f16_546_1_546_1_nhwc_midgard_MP4;43;1;1 gemm_reshape_lhs_matrix_3d_f16_512_265_1_4_4_4_true_true_g76_MP4;2;6;1 pooling_layer_f32_nhwc_56_56_128_nhwc_g76_MP4;4;1;1 elementwise_operation_ADD_f16_800_7_saturate_nchw_midgard_MP4;1;4;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_8_448_1280_8_4_4_2_8_16_false_false_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_1024_512_7_4_4_4_4_8_true_true_midgard_MP4;2;15;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_2048_1024_7_4_4_4_4_8_true_true_midgard_MP4;2;14;1 im2col_generic_nhwc_f16_1_64_4096_nhwc_g76_MP4;2;1;1 pooling_layer_f16_nhwc_1_1_960_nhwc_g76_MP4;42;1;1 gemm_reshape_lhs_matrix_3d_f16_8192_2_1_4_4_4_true_true_g76_MP4;2;4;1 elementwise_operation_ADD_f32_1024_14_saturate_nchw_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_1280_320_7_4_4_2_8_16_false_false_midgard_MP4;28;13;1 concatenate_width_x2_f32_544_7_32_7_midgard_MP4;3;3;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_19_1024_512_19_4_4_2_8_16_false_false_midgard_MP4;2;16;1 fill_image_borders_constant_f32_48_40_constant_midgard_MP4;4;1;10 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_72_19_128_48_4_4_4_4_1_true_true_midgard_MP4;2;14;1 activation_layer_f16_448_14_midgard_MP4;7;2;3 gemm_mm_reshaped_lhs_t_rhs_nt_f16_144_64_128_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_256_64_28_4_4_4_4_8_true_true_midgard_MP4;2;24;1 activation_layer_f16_352_14_midgard_MP4;11;4;2 fill_image_borders_constant_f32_288_35_constant_midgard_MP4;64;1;5 winograd_input_transform_4x4_5x5_stepz1_nhwc48_35_35_2_2_nhwc_midgard_MP4;4;1;5 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_75_256_64_75_4_4_4_2_true_midgard_MP4;2;1;8 gemm_reshape_lhs_matrix_3d_f32_16384_12_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_3584_1_6_4_4_4_true_true_g76_MP4;2;4;6 activation_layer_f32_1_128_midgard_MP4;1;2;11 activation_layer_f32_512_10_midgard_MP4;2;2;5 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_5_128_512_5_4_4_2_1_16_false_false_midgard_MP4;2;6;1 gemm_reshape_lhs_matrix_f16_256_1_36_4_4_4_true_true_g76_MP4;2;4;13 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_30_256_896_30_4_4_2_8_16_false_false_midgard_MP4;2;8;1 depthwise_convolution_3x3_nhwc_960_33_33_960_33_F16_g76_MP4;4;12;3 convert_depth_down_f32_3_384_3_384_midgard_MP4;1;3;1 elementwise_operation_ADD_f16_512_1_saturate_nchw_midgard_MP4;3;31;2 elementwise_operation_ADD_f32_800_14_saturate_nchw_midgard_MP4;2;1;1 elementwise_operation_ADD_f32_64_192_saturate_nchw_midgard_MP4;2;1;1 activation_layer_f16_544_7_midgard_MP4;10;1;4 activation_layer_f32_960_14_midgard_MP4;10;1;1 fill_image_borders_constant_f32_256_56_constant_midgard_MP4;44;1;1 concatenate_width_x2_f32_832_7_32_7_midgard_MP4;4;1;1 depthwise_convolution_3x3_nhwc_96_112_112_96_56_F32_g76_MP4;4;8;3 activation_layer_f16_192_124_midgard_MP4;2;2;1 fill_image_borders_constant_f32_1024_19_constant_midgard_MP4;64;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_5_126_512_5_4_4_2_1_16_false_false_midgard_MP4;2;6;1 winograd_input_transform_2x1_7x1_stepz1_nhwc128_19_19_3_0_nhwc_midgard_MP4;4;10;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_192_128_1_1_nhwc_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_256_784_1_4_4_4_true_true_g76_MP4;2;10;1 convert_depth_down_f32_3_1152_3_1152_midgard_MP4;1;3;1 im2col3x3_nhwc_f32_1_864_361_nhwc_g76_MP4;2;1;1 winograd_input_transform_4x1_3x1_stepz1_nhwc384_9_9_1_0_nhwc_midgard_MP4;4;3;7 im2col_generic_nhwc_f32_1_192_16384_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_only_rhs_t_f32_100_96_64_36_4_4_4_2_true_midgard_MP4;2;7;1 winograd_output_transform_4x4_3x3_nhwc_f32_32_4096_32_253_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_27_384_384_6_4_4_4_4_8_true_true_midgard_MP4;2;8;3 gemm_reshape_lhs_matrix_3d_f32_13312_7_1_4_2_8_false_false_g76_MP4;2;2;1 elementwise_operation_ADD_f32_288_14_saturate_nchw_midgard_MP4;1;2;1 im2col3x3_nhwc_f16_1_2304_196_nhwc_g76_MP4;4;1;1 winograd_output_transform_4x4_3x3_nhwc_f32_64_3136_64_224_nhwc_midgard_MP4;4;11;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_160_576_10_4_4_4_4_8_true_true_midgard_MP4;22;13;1 pooling_layer_f32_nhwc_112_112_64_nhwc_g76_MP4;4;1;1 winograd_output_transform_4x4_3x3_nhwc_f32_64_54_64_36_nhwc_midgard_MP4;4;21;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_16_160_960_16_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_reshape_lhs_matrix_f32_65536_8_1_4_2_8_false_false_g76_MP4;2;2;1 fill_image_borders_constant_f16_192_71_constant_midgard_MP4;8;1;5 winograd_input_transform_4x4_3x3_stepz1_nhwc128_56_56_1_1_nhwc_midgard_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_24_144_56_4_4_4_2_true_midgard_MP4;2;5;2 gemm_mm_reshaped_only_rhs_t_f32_25_256_256_36_4_4_4_2_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_1024_512_19_4_4_4_4_8_true_true_midgard_MP4;2;32;1 fill_image_borders_constant_f32_480_14_constant_midgard_MP4;12;1;7 elementwise_operation_ADD_f16_928_14_saturate_nchw_midgard_MP4;2;2;1 convert_depth_up_f16_96_4_96_4_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4_128_48_36_4_4_4_1_8_true_true_midgard_MP4;16;1;18 elementwise_operation_ADD_f32_3_128_saturate_nchw_midgard_MP4;1;2;1 activation_layer_f32_160_17_midgard_MP4;2;1;5 strided_slice_f16_2048_512_1024_1_1_0_1_1_midgard_MP4;6;6;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_25_256_256_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 fill_image_borders_constant_f32_256_40_constant_midgard_MP4;8;1;20 gemm_mm_reshaped_lhs_t_rhs_nt_f16_25_12_576_36_4_4_4_4_1_true_true_midgard_MP4;1;8;9 fill_image_borders_constant_f32_896_30_constant_midgard_MP4;40;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_512_256_28_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_256_832_7_4_4_2_8_16_false_false_midgard_MP4;2;8;1 depthwise_convolution_3x3_nhwc_576_14_14_576_7_F16_g76_MP4;36;7;1 gemm_reshape_lhs_matrix_3d_f16_20480_6_1_4_4_4_true_true_g76_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_128_8_256_128_4_4_4_4_1_true_true_midgard_MP4;1;12;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_36_1024_512_24_4_4_2_8_16_false_false_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_6144_23_1_4_4_4_true_true_g76_MP4;2;4;1 pooling_layer_f32_nhwc_75_75_64_nhwc_g76_MP4;2;1;1 flatten_f16_1792_1_1_1792_1_midgard_MP4;6;2;8 fill_image_borders_constant_f32_32_288_constant_midgard_MP4;48;1;8 elementwise_operation_ADD_f32_64_128_saturate_nhwc_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_3d_f16_1536_190_1_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f32_544_7_midgard_MP4;10;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_33_160_576_33_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_384_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_320_960_7_4_4_2_8_16_false_false_midgard_MP4;10;14;1 gemm_reshape_lhs_matrix_3d_f16_15360_7_1_4_4_4_true_true_g76_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_1024_1024_7_4_4_4_4_8_true_true_midgard_MP4;2;13;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_49_256_64_36_4_4_4_4_8_true_true_midgard_MP4;2;8;2 fill_image_borders_constant_f16_96_14_constant_midgard_MP4;32;2;1 activation_layer_f32_288_14_midgard_MP4;2;1;2 activation_layer_f32_416_14_midgard_MP4;13;7;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_9_320_1728_9_4_4_4_4_8_true_true_midgard_MP4;2;25;1 activation_layer_f32_16_14_midgard_MP4;1;14;1 concatenate_width_x2_f32_352_14_32_14_midgard_MP4;11;1;1 winograd_input_transform_4x4_3x3_stepz1_nhwc512_14_14_1_1_nhwc_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f32_26624_2_1_4_2_8_false_false_g76_MP4;2;2;1 fill_image_borders_constant_f32_64_128_constant_midgard_MP4;40;1;4 winograd_output_transform_4x4_3x3_nhwc_f32_384_4_384_8_nhwc_midgard_MP4;6;4;1 depthwise_convolution_3x3_nhwc_stride1_384_32_32_384_32_F16_g76_MP4;6;4;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_128_24_64_128_4_4_4_4_1_true_true_midgard_MP4;2;32;1 gemm_reshape_lhs_matrix_3d_f16_768_49_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_192_28_4_4_4_4_8_true_true_midgard_MP4;2;24;1 activation_layer_f16_96_150_midgard_MP4;2;5;1 elementwise_operation_ADD_f16_512_38_saturate_nhwc_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_f16_448_1388_1_4_4_4_true_true_g76_MP4;1;4;1 convert_depth_up_f16_21_1083_21_1083_midgard_MP4;2;1;1 activation_layer_f32_64_75_midgard_MP4;2;9;1 activation_layer_f16_1000_13_midgard_MP4;31;3;1 gemm_reshape_lhs_matrix_3d_f32_21504_7_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_736_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_1024_512_7_4_4_2_8_16_false_false_midgard_MP4;2;15;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_9_512_512_36_4_4_4_1_8_true_true_midgard_MP4;8;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_128_72_24_128_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_32_832_7_4_4_2_8_1_false_false_midgard_MP4;7;10;1 winograd_input_transform_4x4_3x3_stepz1_nhwc128_38_38_1_1_nhwc_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_512_1_1_4_4_1_true_true_g76_MP4;2;8;12 gemm_reshape_lhs_matrix_f16_512_54_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_72_256_128_48_4_4_4_2_true_midgard_MP4;2;16;1 activation_layer_f16_160_28_midgard_MP4;5;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_2048_1024_10_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_reshape_lhs_matrix_3d_f16_9216_13_4_4_4_4_true_true_g76_MP4;2;10;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_30_384_2304_30_4_4_2_8_16_false_false_midgard_MP4;2;24;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_64_192_19_4_4_4_4_8_true_true_midgard_MP4;2;12;1 pooling_layer_f32_nhwc_1_1_1792_nhwc_g76_MP4;57;1;1 elementwise_operation_ADD_f16_160_16_saturate_nhwc_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_3d_f32_10240_2_1_4_2_8_false_false_g76_MP4;10;8;1 winograd_output_transform_4x4_3x3_nhwc_f16_128_196_128_55_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_416_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 elementwise_operation_ADD_f32_608_7_saturate_nchw_midgard_MP4;2;1;1 pooling_layer_f16_nhwc_48_48_64_nhwc_g76_MP4;2;2;1 deconvolution_reshape_output_f16_nhwc_512_24_128_48_midgard_MP4;4;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_24_512_14_4_4_4_4_1_true_true_midgard_MP4;2;6;1 depthwise_convolution_3x3_nhwc_stride1_128_75_75_128_75_F32_g76_MP4;2;3;2 fill_image_borders_constant_f32_256_30_constant_midgard_MP4;40;1;1 activation_layer_f16_512_19_midgard_MP4;2;10;1 winograd_output_transform_4x4_5x5_nhwc_f16_3_2500_3_200_nhwc_midgard_MP4;3;32;1 fill_image_borders_constant_f16_32_112_constant_midgard_MP4;24;1;7 gemm_reshape_lhs_matrix_f16_2048_36_36_4_4_4_true_true_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_19_63_512_19_4_4_2_8_1_false_false_midgard_MP4;2;24;1 gemm_mm_reshaped_lhs_nt_rhs_t_f32_9_384_448_36_4_4_2_1_16_false_false_midgard_MP4;12;3;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_64_384_32_4_4_4_4_8_true_true_midgard_MP4;2;22;1 depthwise_convolution_3x3_nhwc_stride1_192_65_65_192_65_F16_g76_MP4;4;4;3 fill_image_borders_constant_f16_64_112_constant_midgard_MP4;26;1;7 elementwise_operation_ADD_f32_32_28_saturate_nhwc_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_3d_f16_8192_64_1_4_4_4_true_true_g76_MP4;2;10;1 activation_layer_f16_144_129_midgard_MP4;2;9;1 activation_layer_f32_256_2_midgard_MP4;6;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_2_256_1152_2_4_4_4_2_true_midgard_MP4;46;1;1 fill_image_borders_constant_f16_768_14_constant_midgard_MP4;20;1;2 gemm_reshape_lhs_matrix_f32_36864_12_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_2_126_256_2_4_4_4_2_true_midgard_MP4;11;1;1 im2col_generic_nhwc_f32_1_147_12544_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_1_4096_25088_1_1_2_8_2048_true_midgard_MP4;42;1;6 activation_layer_f32_1024_14_midgard_MP4;2;1;2 fill_image_borders_constant_f16_512_28_constant_midgard_MP4;1;7;17 gemm_mm_reshaped_only_rhs_t_f32_16_320_160_36_4_4_4_2_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_10_126_1024_10_4_4_2_8_16_false_false_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_192_2080_8_4_4_4_4_8_true_true_midgard_MP4;26;8;1 fill_image_borders_constant_f32_128_112_constant_midgard_MP4;48;1;8 concatenate_width_x2_f16_384_28_32_28_midgard_MP4;13;6;1 activation_layer_f32_512_28_midgard_MP4;2;2;1 activation_layer_f32_256_19_midgard_MP4;2;10;1 im2col3x3_nhwc_f16_1_27_50176_nhwc_g76_MP4;2;2;1 activation_layer_f16_1088_17_midgard_MP4;17;1;1 gemm_reshape_lhs_matrix_f16_768_7_64_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f16_64_75_constant_midgard_MP4;8;1;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_144_24_56_4_4_4_4_8_true_true_midgard_MP4;2;16;1 activation_layer_f32_160_7_midgard_MP4;5;3;2 winograd_input_transform_4x4_3x3_stepz1_nhwc32_149_149_0_0_nhwc_midgard_MP4;4;1;1 elementwise_operation_ADD_f16_3_128_saturate_nchw_midgard_MP4;1;4;1 elementwise_operation_ADD_f32_416_28_saturate_nchw_midgard_MP4;1;2;1 elementwise_operation_ADD_f16_16_384_saturate_nhwc_midgard_MP4;1;4;1 concatenate_width_x2_f16_864_14_32_14_midgard_MP4;13;7;1 activation_layer_f32_96_14_midgard_MP4;3;6;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_19_128_1152_19_4_4_2_8_16_false_false_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_f32_73728_2_1_4_2_8_false_false_g76_MP4;2;2;1 activation_layer_f16_144_56_midgard_MP4;9;17;1 convert_depth_down_f32_3_299_3_299_midgard_MP4;1;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_256_512_32_4_4_4_4_8_true_true_midgard_MP4;2;12;1 activation_layer_f32_32_144_midgard_MP4;2;18;1 gemm_reshape_lhs_matrix_f16_768_6_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_16384_13_1_4_4_4_true_true_g76_MP4;2;20;1 activation_layer_f32_96_28_midgard_MP4;3;14;1 activation_layer_f16_672_7_midgard_MP4;3;6;5 fill_image_borders_constant_f16_64_36_constant_midgard_MP4;24;1;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_27_128_32_27_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_3d_f32_24576_10_1_4_2_8_false_false_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_3136_64_224_nhwc_midgard_MP4;4;10;1 fill_image_borders_constant_f16_256_129_constant_midgard_MP4;47;1;1 gemm_reshape_lhs_matrix_f16_1024_64_36_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f32_32_143_midgard_MP4;8;21;1 elementwise_operation_ADD_f32_224_28_saturate_nchw_midgard_MP4;1;2;1 convert_depth_up_f16_48_4_48_4_midgard_MP4;1;1;2 winograd_output_transform_4x4_3x3_nhwc_f16_192_16_192_13_nhwc_midgard_MP4;12;6;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_256_32_27_256_4_4_4_4_8_true_true_midgard_MP4;2;22;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_19_1024_256_19_4_4_4_2_true_midgard_MP4;2;1;4 elementwise_operation_ADD_f16_384_14_saturate_nchw_midgard_MP4;1;2;2 winograd_input_transform_4x4_3x3_stepz1_nhwc128_112_112_1_1_nhwc_midgard_MP4;4;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_35_48_256_35_4_4_4_2_true_midgard_MP4;12;4;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_40_64_192_40_4_4_4_2_true_midgard_MP4;2;14;1 im2col3x3_nhwc_f16_1_2304_64_nhwc_g76_MP4;4;1;1 depthwise_convolution_3x3_nhwc_stride1_512_19_19_512_19_F16_g76_MP4;4;6;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_160_768_7_4_4_4_4_8_true_true_midgard_MP4;48;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_13_64_384_13_4_4_4_4_8_true_true_midgard_MP4;16;7;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_112_64_32_112_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4_24_512_36_4_4_4_1_1_true_true_midgard_MP4;5;1;19 winograd_output_transform_4x4_3x3_nhwc_f32_64_1369_64_147_nhwc_midgard_MP4;4;11;1 elementwise_operation_ADD_f32_128_28_saturate_nchw_midgard_MP4;1;2;1 gemm_reshape_lhs_matrix_3d_f16_7168_4_1_4_4_4_true_true_g76_MP4;2;10;1 fill_image_borders_constant_f32_64_253_constant_midgard_MP4;8;15;2 gemm_reshape_lhs_matrix_3d_f32_28672_29_1_4_2_8_false_false_g76_MP4;2;2;1 fill_image_borders_constant_f16_2048_8_constant_midgard_MP4;9;2;6 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_27_256_64_27_4_4_4_4_8_true_true_midgard_MP4;2;24;1 concatenate_width_x2_f16_960_14_32_14_midgard_MP4;2;2;10 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_13_48_256_13_4_4_4_4_8_true_true_midgard_MP4;4;7;1 fill_image_borders_constant_f32_64_288_constant_midgard_MP4;44;1;2 activation_layer_f32_128_56_midgard_MP4;2;9;1 activation_layer_f32_224_56_midgard_MP4;2;1;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_38_256_64_38_4_4_4_2_true_midgard_MP4;2;2;8 no_config_idreverse_f32_128_4_4_midgard_MP4;27;14;1 activation_layer_f32_736_7_midgard_MP4;3;6;1 fill_image_borders_constant_f16_480_14_constant_midgard_MP4;24;1;7 pooling_layer_f16_nhwc_1_1_2048_nhwc_g76_MP4;6;1;1 gemm_reshape_lhs_matrix_3d_f32_16384_46_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_75_64_256_75_4_4_4_2_true_midgard_MP4;8;1;8 winograd_input_transform_2x1_7x1_stepz1_nhwc128_17_17_3_0_nhwc_midgard_MP4;4;9;1 activation_layer_f32_384_19_midgard_MP4;3;6;1 fill_image_borders_constant_f32_32_150_constant_midgard_MP4;32;1;10 elementwise_operation_ADD_f16_512_7_saturate_nhwc_midgard_MP4;4;7;7 convert_depth_up_f16_3_41_3_41_midgard_MP4;1;2;1 fill_image_borders_constant_f16_16_56_constant_midgard_MP4;49;1;1 concatenate_width_x2_f32_192_28_32_28_midgard_MP4;4;1;1 elementwise_operation_ADD_f16_64_32_saturate_nhwc_midgard_MP4;2;1;1 activation_layer_f16_32_61_midgard_MP4;2;15;3 elementwise_operation_ADD_f32_832_7_saturate_nchw_midgard_MP4;1;1;3 winograd_output_transform_4x4_3x3_nhwc_f32_384_9_384_9_nhwc_midgard_MP4;12;7;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_384_64_32_4_4_4_4_8_true_true_midgard_MP4;2;12;1 concatenate_width_x2_f32_352_28_32_28_midgard_MP4;4;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_384_4_384_7_nhwc_midgard_MP4;6;4;1 convert_depth_up_f16_8_4_8_4_midgard_MP4;1;3;23 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_17_1088_384_17_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_f32_32768_14_1_4_2_8_false_false_g76_MP4;2;2;1 fill_image_borders_constant_f32_480_28_constant_midgard_MP4;24;1;7 activation_layer_f32_256_56_midgard_MP4;2;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_544_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 depthwise_convolution_3x3_nhwc_stride1_1024_7_7_1024_7_F32_g76_MP4;4;2;4 winograd_input_transform_4x4_3x3_stepz1_nhwc112_14_14_1_1_nhwc_midgard_MP4;5;1;4 pooling_layer_f32_nhwc_1_1_1024_nhwc_g76_MP4;43;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_72_19_128_48_4_4_4_2_true_midgard_MP4;5;12;2 fill_image_borders_constant_f16_960_33_constant_midgard_MP4;44;1;1 elementwise_operation_ADD_f16_640_7_saturate_nchw_midgard_MP4;5;7;4 concatenate_width_x2_f32_384_9_384_9_midgard_MP4;4;1;1 concatenate_width_x2_f32_800_7_32_7_midgard_MP4;5;2;1 winograd_output_transform_4x4_3x3_nhwc_f32_32_1849_32_170_nhwc_midgard_MP4;4;12;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_143_128_32_95_4_4_4_2_true_midgard_MP4;2;16;1 activation_layer_f32_992_7_midgard_MP4;11;1;1 activation_layer_f32_448_28_midgard_MP4;7;1;5 concatenate_width_x2_f32_64_56_32_56_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_3072_265_1_4_4_4_true_true_g76_MP4;12;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_96_576_19_4_4_4_4_8_true_true_midgard_MP4;2;6;1 depthwise_convolution_3x3_nhwc_128_3_3_128_2_F16_g76_MP4;6;8;2 winograd_input_transform_4x4_3x3_stepz1_nhwc32_55_55_1_1_nhwc_midgard_MP4;4;1;5 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4096_64_32_36_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_3d_f16_512_256_1_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f32_256_75_constant_midgard_MP4;24;1;15 fill_image_borders_constant_f16_32_56_constant_midgard_MP4;64;1;1 fill_image_borders_replicate_f32_1_1_replicate_midgard_MP4;52;1;6 depthwise_convolution_3x3_nhwc_stride1_384_14_14_384_14_F16_g76_MP4;24;4;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_150_96_16_150_4_4_4_4_8_true_true_midgard_MP4;2;20;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_72_256_64_48_4_4_4_4_8_true_true_midgard_MP4;2;12;1 winograd_output_transform_4x4_3x3_nhwc_f16_384_4_384_8_nhwc_midgard_MP4;6;4;1 concatenate_width_x4_f32_192_17_192_17_192_17_192_17_midgard_MP4;8;31;1 winograd_output_transform_4x4_3x3_nhwc_f16_384_9_384_12_nhwc_midgard_MP4;4;9;1 im2col_generic_nhwc_f16_1_64_784_nhwc_g76_MP4;4;22;1 activation_layer_f16_288_28_midgard_MP4;3;28;1 concatenate_width_x2_f32_768_14_32_14_midgard_MP4;10;1;1 activation_layer_f16_384_9_midgard_MP4;10;2;8 fill_image_borders_constant_f16_64_288_constant_midgard_MP4;44;1;2 concatenate_width_x2_f32_576_14_32_14_midgard_MP4;10;1;1 fill_image_borders_constant_f32_64_256_constant_midgard_MP4;32;1;11 winograd_output_transform_4x4_3x3_nhwc_f16_128_100_128_38_nhwc_midgard_MP4;4;10;1 activation_layer_f32_512_38_midgard_MP4;32;10;1 gemm_reshape_lhs_matrix_f16_2048_3_36_4_4_1_true_true_g76_MP4;4;1;1 fft_radix_4_axis_1_f32_200_140_midgard_MP4;20;1;1 activation_layer_f16_256_75_midgard_MP4;2;5;1 gemm_reshape_lhs_matrix_3d_f16_4096_54_1_4_4_4_true_true_g76_MP4;2;2;1 pooling_layer_f32_nhwc_576_384_3_nhwc_g76_MP4;1;2;1 gemm_reshape_lhs_matrix_3d_f16_14336_13_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_reshape_lhs_matrix_3d_f16_2048_54_1_4_4_4_true_true_g76_MP4;2;2;1 winograd_output_transform_4x1_3x1_nhwc_f32_384_16_384_8_nhwc_midgard_MP4;4;2;1 fft_digit_reverse_axis_0_f32_200_140_midgard_MP4;50;1;3 im2col3x3_nhwc_f16_1_288_784_nhwc_g76_MP4;4;3;1 winograd_output_transform_4x4_3x3_nhwc_f16_32_576_32_96_nhwc_midgard_MP4;4;9;1 fill_image_borders_constant_f16_256_75_constant_midgard_MP4;64;1;5 gemm_mm_reshaped_lhs_t_rhs_nt_f16_49_128_96_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 winograd_input_transform_4x4_3x3_stepz1_nhwc64_224_224_1_1_nhwc_midgard_MP4;2;1;2 winograd_output_transform_1x2_1x7_nhwc_f16_128_153_128_17_nhwc_midgard_MP4;4;9;1 depthwise_convolution_3x3_stridex1_stridey1_bifrost_f16_f16_256_256_1_256_256_g76_MP4;2;1;16 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_14_64_192_14_4_4_4_2_true_midgard_MP4;2;4;2 activation_layer_f16_832_14_midgard_MP4;13;7;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_7_960_160_7_4_4_4_2_true_midgard_MP4;2;2;4 winograd_output_transform_4x4_3x3_nhwc_f16_256_16_256_14_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_28_128_448_28_4_4_2_8_16_false_false_midgard_MP4;2;14;1 gemm_reshape_lhs_matrix_f32_2048_4_36_4_2_1_false_false_g76_MP4;4;1;1 pooling_layer_f32_nhwc_1_1_1280_nhwc_g76_MP4;54;1;1 concatenate_width_x2_f32_384_28_32_28_midgard_MP4;4;1;1 fill_image_borders_constant_f32_144_14_constant_midgard_MP4;4;1;7 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_19_12_512_19_4_4_2_8_1_false_false_midgard_MP4;2;26;1 depthwise_convolution_3x3_nhwc_stride1_32_150_150_32_150_F32_g76_MP4;4;7;2 elementwise_operation_ADD_f32_928_7_saturate_nchw_midgard_MP4;1;2;1 depthwise_convolution_3x3_nhwc_stride1_128_56_56_128_56_F32_g76_MP4;4;4;4 gemm_reshape_lhs_matrix_3d_f16_4096_13_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_257_32_27_257_4_4_4_4_8_true_true_midgard_MP4;2;16;1 activation_layer_f32_896_14_midgard_MP4;2;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_36_128_256_24_4_4_4_4_8_true_true_midgard_MP4;2;22;1 activation_layer_f32_800_14_midgard_MP4;25;3;1 depthwise_convolution_3x3_nhwc_128_5_5_128_3_F16_g76_MP4;8;1;8 pooling_layer_f32_nhwc_35_35_192_nhwc_g76_MP4;3;1;1 activation_layer_f32_384_17_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_17_384_2592_17_4_4_2_8_16_false_false_midgard_MP4;2;28;1 concatenate_width_x2_f16_256_13_256_13_midgard_MP4;32;1;11 gemm_reshape_lhs_matrix_3d_f16_8192_54_1_4_4_4_true_true_g76_MP4;2;4;1 concatenate_width_x2_f16_500_1_512_1_midgard_MP4;64;1;1 fill_image_borders_constant_f32_80_126_constant_midgard_MP4;24;1;7 winograd_input_transform_4x4_3x3_stepz1_nhwc128_96_96_1_1_nhwc_midgard_MP4;4;5;2 fill_image_borders_constant_f32_160_19_constant_midgard_MP4;8;1;13 fill_image_borders_constant_f32_128_19_constant_midgard_MP4;4;1;19 activation_layer_f16_1024_14_midgard_MP4;2;2;5 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_1024_512_14_4_4_2_8_16_false_false_midgard_MP4;2;32;1 gemm_reshape_lhs_matrix_f32_73728_108_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_32768_4_1_4_4_4_true_true_g76_MP4;2;4;1 activation_layer_f16_120_64_midgard_MP4;15;12;2 fill_image_borders_constant_f16_32_150_constant_midgard_MP4;56;1;6 gemm_mm_reshaped_only_rhs_t_f32_49_32_16_36_4_4_4_2_true_midgard_MP4;2;7;3 im2col3x3_nhwc_f32_1_2304_196_nhwc_g76_MP4;2;1;1 activation_layer_f32_416_28_midgard_MP4;13;6;1 concatenate_width_x4_f32_64_40_64_40_96_40_32_40_midgard_MP4;8;2;1 gemm_reshape_lhs_matrix_3d_f16_10752_13_1_4_4_4_true_true_g76_MP4;2;18;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_24_144_56_4_4_4_4_1_true_true_midgard_MP4;2;10;1 pooling_layer_f32_nhwc_126_126_64_nhwc_g76_MP4;2;1;1 im2col3x3_nhwc_f32_1_27_12544_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_only_rhs_t_f32_16_128_32_36_4_4_4_2_true_midgard_MP4;2;4;3 gemm_mm_reshaped_only_rhs_t_f32_49_128_128_36_4_4_4_2_true_midgard_MP4;2;7;1 pooling_layer_f16_nhwc_7_7_512_nhwc_g76_MP4;8;7;4 gemm_mm_reshaped_only_rhs_t_f32_49_192_128_36_4_4_4_2_true_midgard_MP4;2;7;1 winograd_output_transform_4x4_3x3_nhwc_f32_96_100_96_40_nhwc_midgard_MP4;12;5;1 winograd_output_transform_4x4_3x3_nhwc_f32_128_100_128_38_nhwc_midgard_MP4;4;11;1 winograd_output_transform_4x4_3x3_nhwc_f32_192_49_192_28_nhwc_midgard_MP4;12;5;1 no_config_idreverse_f32_256_4_4_midgard_MP4;40;2;4 gemm_mm_reshaped_lhs_t_rhs_nt_f16_9_256_384_36_4_4_4_1_8_true_true_midgard_MP4;4;3;2 winograd_output_transform_4x4_3x3_nhwc_f32_32_4_32_7_nhwc_midgard_MP4;28;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_546_9_546_10_nhwc_midgard_MP4;28;3;1 gemm_reshape_lhs_matrix_3d_f16_2560_16_1_4_4_4_true_true_g76_MP4;2;2;1 convert_depth_up_f16_3_384_3_384_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_28_128_352_28_4_4_2_8_16_false_false_midgard_MP4;2;14;1 winograd_output_transform_4x4_3x3_nhwc_f16_192_49_192_27_nhwc_midgard_MP4;4;10;1 activation_layer_f16_32_14_midgard_MP4;1;4;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_150_32_27_150_4_4_4_4_8_true_true_midgard_MP4;2;24;1 fill_image_borders_constant_f16_480_32_constant_midgard_MP4;6;2;25 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_19_96_864_19_4_4_2_8_16_false_false_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_17_128_768_17_4_4_2_8_16_false_false_midgard_MP4;2;30;1 elementwise_operation_ADD_f32_416_14_saturate_nchw_midgard_MP4;1;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_128_1152_19_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_reshape_lhs_matrix_f16_640_1_36_4_4_1_true_true_g76_MP4;8;1;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_352_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_reshape_lhs_matrix_3d_f16_512_850_1_4_4_4_true_true_g76_MP4;2;10;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_7_7_1_1_nhwc_midgard_MP4;12;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_128_36_128_24_nhwc_midgard_MP4;4;10;1 winograd_input_transform_4x4_3x3_stepz1_nhwc448_8_8_1_1_nhwc_midgard_MP4;60;2;2 activation_layer_f16_384_7_midgard_MP4;2;7;7 gemm_reshape_lhs_matrix_3d_f16_2304_1024_1_4_4_4_true_true_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_480_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_only_rhs_t_f16_1_546_256_36_1_2_8_273_true_midgard_MP4;3;8;10 gemm_reshape_lhs_matrix_f16_2560_1_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_144_24_56_4_4_4_2_true_midgard_MP4;2;2;8 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_112_32_27_112_4_4_4_4_8_true_true_midgard_MP4;2;24;1 fill_image_borders_constant_f32_192_14_constant_midgard_MP4;8;1;14 concatenate_width_x2_f16_736_7_32_7_midgard_MP4;42;4;1 strided_slice_f16_2048_1024_1536_1_1_0_1_1_midgard_MP4;34;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_128_784_128_112_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_192_2048_8_4_4_4_4_8_true_true_midgard_MP4;26;8;1 gemm_reshape_lhs_matrix_3d_f16_9216_4_4_4_4_4_true_true_g76_MP4;2;13;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_1369_32_32_36_4_4_4_4_8_true_true_midgard_MP4;2;6;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_512_128_28_4_4_4_2_true_midgard_MP4;2;1;16 gemm_reshape_lhs_matrix_f32_16384_2_36_4_2_8_false_false_g76_MP4;2;2;1 fill_image_borders_constant_f16_1000_13_constant_midgard_MP4;16;1;1 gemm_reshape_lhs_matrix_3d_f32_25600_2_1_4_2_8_false_false_g76_MP4;24;12;1 activation_layer_f32_192_14_midgard_MP4;3;7;1 gemm_mm_reshaped_only_rhs_t_f32_16_256_256_36_4_4_4_2_true_midgard_MP4;2;4;2 gemm_mm_reshaped_only_rhs_t_f32_3136_64_64_36_4_4_4_2_true_midgard_MP4;2;16;1 activation_layer_f16_4096_1_midgard_MP4;25;1;1 elementwise_operation_ADD_f32_1024_10_saturate_nhwc_midgard_MP4;2;1;1 winograd_input_transform_4x4_3x3_stepz1_nhwc48_13_13_1_1_nhwc_midgard_MP4;19;3;4 gemm_reshape_lhs_matrix_3d_f16_4096_4_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_384_16_27_384_4_4_4_4_1_true_true_midgard_MP4;2;30;1 im2col3x3_nhwc_f16_1_576_1_nhwc_g76_MP4;13;1;21 elementwise_operation_ADD_f16_40_64_saturate_nhwc_midgard_MP4;3;1;1 activation_layer_f16_192_61_midgard_MP4;2;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_288_32_27_192_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_1024_256_19_4_4_4_4_8_true_true_midgard_MP4;2;32;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_19_512_512_19_4_4_2_8_16_false_false_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_9_126_1280_36_4_4_4_1_8_true_true_midgard_MP4;2;4;3 strided_slice_f16_500_0_500_1_32_2_3_1_1_0_1_1_midgard_MP4;1;25;9 gemm_reshape_lhs_matrix_3d_f32_16384_4_1_4_2_8_false_false_g76_MP4;2;5;1 gemm_reshape_lhs_matrix_3d_f32_16384_2_1_4_2_8_false_false_g76_MP4;4;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_1280_320_7_4_4_4_4_8_true_true_midgard_MP4;4;15;1 activation_layer_f32_160_28_midgard_MP4;5;4;1 winograd_input_transform_4x4_3x3_stepz1_nhwc16_28_28_1_1_nhwc_midgard_MP4;4;2;3 elementwise_operation_ADD_f16_256_72_saturate_nhwc_midgard_MP4;1;3;1 concatenate_width_x2_f16_896_7_32_7_midgard_MP4;14;6;1 activation_layer_f32_832_7_midgard_MP4;13;7;1 gemm_reshape_lhs_matrix_3d_f32_14336_25_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_480_80_32_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_3d_f32_24576_7_1_4_2_8_false_false_g76_MP4;2;2;1 concatenate_width_x2_f16_576_7_32_7_midgard_MP4;27;4;1 activation_layer_f32_144_28_midgard_MP4;9;10;1 fill_image_borders_constant_f16_512_10_constant_midgard_MP4;8;1;5 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_75_128_128_75_4_4_4_2_true_midgard_MP4;2;1;8 gemm_reshape_lhs_matrix_f16_4096_4_1_4_4_4_true_true_g76_MP4;2;2;1 convert_depth_down_f32_3_192_3_192_midgard_MP4;1;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_13_64_512_13_4_4_4_4_8_true_true_midgard_MP4;16;14;1 elementwise_operation_ADD_f16_128_72_saturate_nhwc_midgard_MP4;1;3;1 elementwise_operation_ADD_f16_512_28_saturate_nchw_midgard_MP4;2;2;1 fill_image_borders_replicate_f16_1_1_replicate_midgard_MP4;23;2;3 im2col3x3_nhwc_f32_1_27_22201_nhwc_g76_MP4;9;8;5 elementwise_operation_ADD_f32_2048_7_saturate_nhwc_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_9_448_2048_9_4_4_2_8_16_false_false_midgard_MP4;2;24;1 activation_layer_f32_64_288_midgard_MP4;2;9;1 fill_image_borders_constant_f16_32_61_constant_midgard_MP4;47;1;1 fill_image_borders_constant_f16_64_192_constant_midgard_MP4;40;1;4 fill_image_borders_constant_f32_256_14_constant_midgard_MP4;24;1;3 convert_depth_up_f16_21_1917_21_1917_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_192_32_28_4_4_4_4_8_true_true_midgard_MP4;2;8;1 winograd_output_transform_4x4_3x3_nhwc_f32_32_196_32_56_nhwc_midgard_MP4;4;11;1 gemm_reshape_lhs_matrix_3d_f16_8192_49_1_4_4_4_true_true_g76_MP4;2;10;1 activation_layer_f32_48_14_midgard_MP4;7;7;7 gemm_reshape_lhs_matrix_3d_f16_3072_49_4_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_13_256_64_13_4_4_4_4_8_true_true_midgard_MP4;2;22;1 activation_layer_f16_384_8_midgard_MP4;18;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_768_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_reshape_lhs_matrix_f16_16384_64_1_4_4_4_true_true_g76_MP4;2;4;1 depthwise_convolution_3x3_nhwc_256_38_38_256_19_F16_g76_MP4;4;10;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_64_40_120_64_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_192_64_243_128_4_4_4_2_true_midgard_MP4;2;12;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_28_28_1_1_nhwc_midgard_MP4;18;4;2 gemm_reshape_lhs_matrix_f16_1536_4_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f32_14336_7_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_64_64_56_4_4_4_2_true_midgard_MP4;4;3;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_112_64_147_112_4_4_4_4_8_true_true_midgard_MP4;2;12;1 concatenate_width_x4_f16_384_14_256_14_256_14_896_14_midgard_MP4;6;22;2 activation_layer_f32_608_14_midgard_MP4;19;1;1 activation_layer_f16_256_19_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_160_960_10_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_4096_4096_1_1_2_8_2048_true_midgard_MP4;31;9;1 fill_image_borders_constant_f32_384_14_constant_midgard_MP4;12;1;7 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_143_128_64_95_4_4_4_2_true_midgard_MP4;2;4;4 activation_layer_f16_288_14_midgard_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_73_80_64_73_4_4_4_2_true_midgard_MP4;2;11;1 fill_image_borders_constant_f16_128_30_constant_midgard_MP4;8;1;5 im2col9x9_nhwc_f16_1_243_147456_nhwc_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f32_320_16_320_14_nhwc_midgard_MP4;4;9;1 activation_layer_f32_384_28_midgard_MP4;3;7;1 activation_layer_f16_48_14_midgard_MP4;14;11;1 depthwise_convolution_3x3_nhwc_32_80_80_32_40_F16_g76_MP4;4;21;1 gemm_reshape_lhs_matrix_f16_2048_9_36_4_4_4_true_true_g76_MP4;2;2;1 pooling_layer_f32_nhwc_35_35_256_nhwc_g76_MP4;2;32;6 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_256_528_14_4_4_4_4_8_true_true_midgard_MP4;2;30;1 winograd_output_transform_4x4_3x3_nhwc_f16_192_196_192_56_nhwc_midgard_MP4;4;10;1 gemm_reshape_lhs_matrix_3d_f16_5120_64_1_4_4_4_true_true_g76_MP4;2;14;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_608_7_4_4_2_8_16_false_false_midgard_MP4;2;6;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_30_128_896_30_4_4_4_4_8_true_true_midgard_MP4;2;4;1 elementwise_operation_ADD_f32_288_28_saturate_nchw_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_48_832_7_4_4_2_8_1_false_false_midgard_MP4;9;12;1 convert_depth_up_f16_3_200_3_200_midgard_MP4;1;2;1 activation_layer_f16_672_16_midgard_MP4;7;13;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_126_128_1_1_2_8_63_true_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_3d_f32_22528_7_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_3do_f16_24_512_256_24_4_4_4_4_8_true_true_midgard_MP4;2;24;1 elementwise_operation_ADD_f16_928_7_saturate_nchw_midgard_MP4;1;4;1 gemm_reshape_lhs_matrix_3d_f16_6144_69_1_4_4_4_true_true_g76_MP4;2;8;1 activation_layer_f16_192_82_midgard_MP4;2;2;1 fill_image_borders_constant_f16_64_147_constant_midgard_MP4;8;1;21 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_320_1728_8_4_4_4_4_8_true_true_midgard_MP4;24;16;1 activation_layer_f16_32_80_midgard_MP4;2;5;2 depthwise_convolution_3x3_nhwc_stride1_144_75_75_144_75_F16_g76_MP4;63;1;5 gemm_reshape_lhs_matrix_f16_36864_4_1_4_4_4_true_true_g76_MP4;2;10;1 winograd_output_transform_4x4_3x3_nhwc_f32_64_216_64_72_nhwc_midgard_MP4;4;12;1 elementwise_operation_ADD_f16_160_10_saturate_nhwc_midgard_MP4;5;5;5 activation_layer_f16_608_7_midgard_MP4;1;29;7 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_184_80_32_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_192_1792_14_4_4_2_8_16_false_false_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_576_7_4_4_2_8_16_false_false_midgard_MP4;2;6;1 elementwise_operation_ADD_f32_128_72_saturate_nhwc_midgard_MP4;2;1;1 pooling_layer_f32_nhwc_19_19_512_nhwc_g76_MP4;4;1;1 activation_layer_f32_64_28_midgard_MP4;2;2;5 activation_layer_f16_192_56_midgard_MP4;3;14;1 fill_image_borders_constant_f32_128_28_constant_midgard_MP4;4;1;16 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_64_256_56_4_4_4_4_8_true_true_midgard_MP4;2;22;1 concatenate_width_x2_f16_256_33_256_33_midgard_MP4;64;5;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_528_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 activation_layer_f16_672_14_midgard_MP4;3;2;3 concatenate_width_x2_f32_928_14_32_14_midgard_MP4;10;1;1 activation_layer_f32_896_7_midgard_MP4;7;2;3 fill_image_borders_constant_f32_16_28_constant_midgard_MP4;4;4;19 flatten_f16_25088_1_1_25088_1_midgard_MP4;3;20;6 winograd_output_transform_4x4_5x5_nhwc_f16_4096_1_4096_1_nhwc_midgard_MP4;19;1;6 concatenate_width_x2_f32_192_56_32_56_midgard_MP4;4;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_32_144_28_4_4_4_2_true_midgard_MP4;4;4;4 activation_layer_f16_320_7_midgard_MP4;5;6;1 activation_layer_f16_256_13_midgard_MP4;2;11;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_4096_64_253_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_only_rhs_t_f32_49_32_128_36_4_4_4_2_true_midgard_MP4;2;14;3 depthwise_convolution_3x3_nhwc_stride1_16_80_80_16_80_F16_g76_MP4;4;21;1 gemm_reshape_lhs_matrix_3d_f16_1024_23_1_4_4_4_true_true_g76_MP4;2;12;1 gemm_mm_reshaped_only_rhs_t_f32_16_288_144_36_4_4_4_2_true_midgard_MP4;2;4;3 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_256_256_28_4_4_4_2_true_midgard_MP4;8;1;24 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_16_480_14_4_4_4_4_1_true_true_midgard_MP4;3;24;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_255_255_0_0_nhwc_midgard_MP4;4;3;1 gemm_reshape_lhs_matrix_3d_f16_8192_11_1_4_4_4_true_true_g76_MP4;2;10;1 winograd_input_transform_4x4_3x3_stepz1_nhwc192_12_12_1_1_nhwc_midgard_MP4;44;2;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_1024_512_14_4_4_4_4_8_true_true_midgard_MP4;2;32;1 gemm_reshape_lhs_matrix_f16_36864_2_1_4_4_4_true_true_g76_MP4;2;4;1 activation_layer_f16_1024_10_midgard_MP4;2;2;5 fill_image_borders_constant_f16_256_3_constant_midgard_MP4;8;1;17 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_64_192_32_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_mm_reshaped_only_rhs_t_f32_190_128_128_8_4_4_4_2_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_512_256_7_4_4_4_4_8_true_true_midgard_MP4;2;7;1 depthwise_convolution_3x3_nhwc_256_38_38_256_19_F32_g76_MP4;4;5;3 im2col3x3_nhwc_f16_1_288_13824_nhwc_g76_MP4;4;3;1 fill_image_borders_constant_f16_192_8_constant_midgard_MP4;42;3;1 elementwise_operation_ADD_f32_24_56_saturate_nhwc_midgard_MP4;1;2;1 winograd_output_transform_4x4_5x5_nhwc_f32_64_100_64_40_nhwc_midgard_MP4;4;5;1 gemm_reshape_lhs_matrix_3d_f16_2304_1041_1_4_4_4_true_true_g76_MP4;4;1;1 fft_digit_reverse_axis_1_f32_200_140_midgard_MP4;50;1;7 gemm_reshape_lhs_matrix_f16_18432_13_1_4_4_4_true_true_g76_MP4;2;6;1 fill_image_borders_constant_f32_448_9_constant_midgard_MP4;56;1;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_10_1024_512_10_4_4_2_8_16_false_false_midgard_MP4;2;22;1 gemm_reshape_lhs_matrix_f16_36864_57_1_4_4_4_true_true_g76_MP4;2;4;1 im2col3x3_nhwc_f32_1_576_1_nhwc_g76_MP4;6;25;2 winograd_output_transform_4x4_3x3_nhwc_f16_128_4_128_7_nhwc_midgard_MP4;14;2;1 gemm_reshape_lhs_matrix_3d_f16_4096_49_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_6144_49_1_4_4_4_true_true_g76_MP4;2;8;1 activation_layer_f32_256_30_midgard_MP4;2;10;1 gemm_reshape_lhs_matrix_3d_f16_2304_49_4_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_f32_190_192_128_8_4_4_4_2_true_midgard_MP4;2;4;1 winograd_output_transform_4x4_3x3_nhwc_f16_32_49_32_28_nhwc_midgard_MP4;18;7;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_24_1024_10_4_4_4_4_1_true_true_midgard_MP4;2;6;1 activation_layer_f32_320_8_midgard_MP4;5;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_320_2048_8_4_4_4_4_8_true_true_midgard_MP4;24;16;1 convert_depth_up_f16_3_512_3_512_midgard_MP4;1;2;1 winograd_output_transform_4x4_3x3_nhwc_f32_320_4_320_7_nhwc_midgard_MP4;10;2;1 gemm_reshape_lhs_matrix_3d_f32_20480_2_1_4_2_8_false_false_g76_MP4;4;4;1 activation_layer_f16_32_35_midgard_MP4;2;2;1 pooling_layer_f16_nhwc_19_19_512_nhwc_g76_MP4;2;10;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_256_2304_7_4_4_2_8_16_false_false_midgard_MP4;2;8;1 activation_layer_f16_32_143_midgard_MP4;2;3;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_128_128_56_4_4_4_4_8_true_true_midgard_MP4;2;8;1 activation_layer_f16_96_129_midgard_MP4;2;2;1 fill_image_borders_constant_f16_256_24_constant_midgard_MP4;34;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_196_32_128_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_49_192_128_36_4_4_4_4_8_true_true_midgard_MP4;2;15;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_28_128_512_28_4_4_2_8_16_false_false_midgard_MP4;2;14;1 gemm_reshape_lhs_matrix_f16_2304_196_1_4_4_4_true_true_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_196_64_55_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_75_64_64_75_4_4_4_2_true_midgard_MP4;8;2;6 gemm_reshape_lhs_matrix_3d_f32_29696_2_1_4_2_8_false_false_g76_MP4;2;2;1 concatenate_width_x4_f16_112_14_288_14_64_14_64_14_midgard_MP4;8;9;1 activation_layer_f16_32_112_midgard_MP4;2;14;3 fill_image_borders_constant_f16_128_38_constant_midgard_MP4;40;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_3_128_256_3_4_4_4_1_8_true_true_midgard_MP4;23;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc128_28_28_1_1_nhwc_midgard_MP4;4;1;3 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_112_16_32_112_4_4_4_2_true_midgard_MP4;4;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_576_64_64_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 activation_layer_f16_960_10_midgard_MP4;11;2;8 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_192_480_14_4_4_2_8_16_false_false_midgard_MP4;2;26;1 fill_image_borders_constant_f32_3_1152_constant_midgard_MP4;7;1;24 convert_depth_up_f16_21_24_21_24_midgard_MP4;1;12;14 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_112_16_32_112_4_4_4_4_1_true_true_midgard_MP4;2;22;1 fill_image_borders_constant_f32_192_7_constant_midgard_MP4;12;1;7 gemm_mm_reshaped_lhs_t_rhs_nt_f16_100_96_96_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 gemm_mm_reshaped_only_rhs_t_f32_100_96_96_36_4_4_4_2_true_midgard_MP4;2;8;1 depthwise_convolution_3x3_nhwc_128_56_56_128_28_F32_g76_MP4;4;7;2 winograd_input_transform_2x1_7x1_stepz1_nhwc160_17_17_3_0_nhwc_midgard_MP4;4;9;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_2_256_1152_2_4_4_4_1_8_true_true_midgard_MP4;40;1;1 im2col3x3_nhwc_f32_1_27_50176_nhwc_g76_MP4;2;2;1 im2col3x3_nhwc_f32_1_1728_64_nhwc_g76_MP4;2;1;1 fill_image_borders_constant_f16_1536_8_constant_midgard_MP4;2;23;2 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_9_448_1280_9_4_4_2_8_16_false_false_midgard_MP4;2;21;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_608_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 winograd_output_transform_4x4_3x3_nhwc_f32_32_3456_32_288_nhwc_midgard_MP4;4;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_512_2048_7_4_4_4_4_8_true_true_midgard_MP4;2;8;1 activation_layer_f32_64_150_midgard_MP4;2;9;1 elementwise_operation_ADD_f16_192_28_saturate_nchw_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_28_128_480_28_4_4_2_8_16_false_false_midgard_MP4;2;14;1 activation_layer_f16_192_13_midgard_MP4;3;10;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_128_64_56_4_4_4_2_true_midgard_MP4;2;2;10 gemm_reshape_lhs_matrix_f16_2048_12_8_4_4_4_true_true_g76_MP4;2;2;1 concatenate_width_x2_f16_512_7_32_7_midgard_MP4;44;2;1 convert_depth_up_f16_64_4_64_4_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_3d_f32_9216_7_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_28_64_576_28_4_4_2_8_16_false_false_midgard_MP4;2;6;1 depthwise_convolution_3x3_nhwc_stride1_144_128_128_144_128_F16_g76_MP4;4;5;1 winograd_output_transform_2x1_7x1_nhwc_f32_128_190_128_19_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_160_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 concatenate_width_x2_f32_512_7_32_7_midgard_MP4;48;1;2 activation_layer_f32_256_38_midgard_MP4;2;9;1 gemm_reshape_lhs_matrix_f16_512_576_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_480_14_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_f32_4096_256_1_4_8_16_true_false_g76_MP4;2;1;1 convert_depth_up_f16_256_1_256_1_midgard_MP4;26;2;3 winograd_input_transform_4x4_3x3_stepz1_nhwc32_288_192_1_1_nhwc_midgard_MP4;2;1;2 gemm_reshape_lhs_matrix_3d_f16_4608_13_1_4_4_4_true_true_g76_MP4;2;4;1 gemm_reshape_lhs_matrix_f16_5824_183_1_4_4_4_true_true_g76_MP4;1;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_352_14_4_4_4_4_8_true_true_midgard_MP4;2;26;1 gemm_mm_reshaped_only_rhs_t_f32_196_32_128_36_4_4_4_2_true_midgard_MP4;2;14;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_36_256_256_36_4_4_4_4_8_true_true_midgard_MP4;2;9;1 fill_image_borders_constant_f32_1024_7_constant_midgard_MP4;64;1;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_56_56_1_1_nhwc_midgard_MP4;2;1;2 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_72_128_2304_48_4_4_2_8_16_false_false_midgard_MP4;2;12;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_36_24_1_1_nhwc_midgard_MP4;30;5;1 gemm_reshape_lhs_matrix_3d_f32_19456_2_1_4_2_8_false_false_g76_MP4;24;10;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_256_320_1_1_2_8_128_true_midgard_MP4;51;1;1 fill_image_borders_constant_f16_64_27_constant_midgard_MP4;28;1;2 concatenate_width_x2_f32_480_14_32_14_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_512_46_1_4_4_4_true_true_g76_MP4;2;24;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_256_32_32_36_4_4_4_4_8_true_true_midgard_MP4;2;2;4 concatenate_width_x2_f16_128_48_128_48_midgard_MP4;34;3;2 activation_layer_f16_960_16_midgard_MP4;3;15;1 elementwise_operation_ADD_f32_64_56_saturate_nchw_midgard_MP4;1;2;1 elementwise_operation_ADD_f16_1024_14_saturate_nchw_midgard_MP4;2;2;1 elementwise_operation_ADD_f32_576_7_saturate_nchw_midgard_MP4;1;1;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_75_24_96_75_4_4_4_4_1_true_true_midgard_MP4;2;22;1 activation_layer_f32_992_14_midgard_MP4;11;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_3136_64_64_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_512_256_14_4_4_4_4_8_true_true_midgard_MP4;2;10;1 fill_image_borders_constant_f16_256_27_constant_midgard_MP4;16;1;9 activation_layer_f16_128_19_midgard_MP4;2;19;5 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_768_7_4_4_2_8_16_false_false_midgard_MP4;2;12;1 gemm_reshape_lhs_matrix_3d_f16_640_256_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f32_18432_2_1_4_2_8_false_false_g76_MP4;18;5;1 depthwise_convolution_3x3_nhwc_576_19_19_576_10_F16_g76_MP4;36;5;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_7_1024_256_7_4_4_4_2_true_midgard_MP4;2;2;4 gemm_reshape_lhs_matrix_3d_f16_384_352_1_4_4_4_true_true_g76_MP4;2;2;1 im2col3x3_nhwc_f32_1_27_22500_nhwc_g76_MP4;2;1;1 concatenate_width_x4_f32_112_14_288_14_64_14_64_14_midgard_MP4;22;10;1 winograd_output_transform_4x4_3x3_nhwc_f32_256_4096_256_256_nhwc_midgard_MP4;4;16;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_256_64_28_4_4_4_2_true_midgard_MP4;2;7;4 winograd_input_transform_1x4_1x3_stepz1_nhwc384_8_8_0_1_nhwc_midgard_MP4;4;5;2 gemm_reshape_lhs_matrix_3d_f16_1536_23_1_4_4_4_true_true_g76_MP4;2;4;1 winograd_input_transform_4x4_3x3_stepz1_nhwc96_28_28_1_1_nhwc_midgard_MP4;4;1;5 activation_layer_f32_96_40_midgard_MP4;3;7;2 winograd_output_transform_4x4_3x3_nhwc_f16_126_9_126_10_nhwc_midgard_MP4;30;3;1 gemm_reshape_lhs_matrix_3d_f16_12288_13_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_reshape_lhs_matrix_3d_f16_2560_49_1_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f32_128_56_constant_midgard_MP4;44;1;2 winograd_output_transform_2x1_7x1_nhwc_f32_160_153_160_17_nhwc_midgard_MP4;4;10;1 convert_depth_up_f16_96_16_96_16_midgard_MP4;2;1;1 activation_layer_f32_192_9_midgard_MP4;3;3;9 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_928_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_448_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 activation_layer_f16_128_72_midgard_MP4;2;11;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_14_128_256_14_4_4_4_2_true_midgard_MP4;2;1;8 elementwise_operation_ADD_f32_256_56_saturate_nchw_midgard_MP4;1;2;1 winograd_output_transform_4x4_5x5_nhwc_f16_64_81_64_35_nhwc_midgard_MP4;4;10;1 activation_layer_f32_256_10_midgard_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_2048_1012_1_1_2_8_1024_true_midgard_MP4;7;7;3 concatenate_width_x2_f32_32_16_64_16_midgard_MP4;12;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_256_64_36_4_4_4_4_8_true_true_midgard_MP4;2;2;6 concatenate_width_x2_f32_224_28_32_28_midgard_MP4;4;1;1 elementwise_operation_ADD_f32_352_28_saturate_nchw_midgard_MP4;1;2;1 gemm_reshape_lhs_matrix_3d_f16_8192_13_1_4_4_4_true_true_g76_MP4;2;18;1 gemm_reshape_lhs_matrix_3d_f32_27648_2_1_4_2_8_false_false_g76_MP4;24;6;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_361_64_75_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_38_256_128_38_4_4_4_2_true_midgard_MP4;2;10;2 gemm_mm_reshaped_only_rhs_t_f32_216_128_128_36_4_4_4_2_true_midgard_MP4;2;6;2 activation_layer_f32_1024_10_midgard_MP4;11;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_55_64_16_55_4_4_4_4_8_true_true_midgard_MP4;2;16;1 pooling_layer_f16_nhwc_14_14_512_nhwc_g76_MP4;8;14;3 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_1_1000_1024_1_1_2_8_500_true_midgard_MP4;48;1;1 gemm_reshape_lhs_matrix_3d_f32_15360_25_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_65536_4_1_4_4_4_true_true_g76_MP4;2;2;1 concatenate_width_x2_f16_32_192_32_192_midgard_MP4;59;5;1 gemm_reshape_lhs_matrix_f16_8192_256_1_4_4_4_true_true_g76_MP4;2;6;1 gemm_reshape_lhs_matrix_f32_9216_432_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_190_160_160_8_4_4_4_4_8_true_true_midgard_MP4;2;12;2 fill_image_borders_constant_f32_192_40_constant_midgard_MP4;48;1;8 fill_image_borders_constant_f16_144_75_constant_midgard_MP4;44;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_160_832_7_4_4_2_8_16_false_false_midgard_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_14848_13_1_4_4_4_true_true_g76_MP4;2;10;1 strided_slice_f16_500_0_500_1_32_28_29_1_1_0_1_1_midgard_MP4;40;1;1 gemm_reshape_lhs_matrix_f16_384_1_36_4_4_4_true_true_g76_MP4;2;2;9 concatenate_width_x2_f32_448_28_32_28_midgard_MP4;10;1;1 elementwise_operation_ADD_f32_96_14_saturate_nhwc_midgard_MP4;1;2;1 winograd_output_transform_2x1_7x1_nhwc_f32_128_450_128_30_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_61_32_256_61_4_4_4_4_8_true_true_midgard_MP4;2;24;1 fill_image_borders_constant_f16_192_64_constant_midgard_MP4;20;1;4 im2col_generic_nhwc_f16_1_147_12321_nhwc_g76_MP4;2;1;1 gemm_reshape_lhs_matrix_f16_1024_49_36_4_4_4_true_true_g76_MP4;2;2;1 concatenate_width_x2_f16_16_32_32_32_midgard_MP4;6;32;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_64_32_144_64_4_4_4_4_8_true_true_midgard_MP4;2;22;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_1000_2048_1_1_2_8_500_true_midgard_MP4;24;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_9_320_1728_9_4_4_2_8_16_false_false_midgard_MP4;2;31;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_38_256_128_38_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_1_24_128_1_1_2_8_12_true_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_3d_f32_29696_7_1_4_2_8_false_false_g76_MP4;2;2;1 concatenate_width_x2_f16_64_56_64_56_midgard_MP4;8;11;2 elementwise_operation_ADD_f16_1024_10_saturate_nchw_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_36_128_128_36_4_4_4_4_8_true_true_midgard_MP4;2;9;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_16_192_28_4_4_4_2_true_midgard_MP4;10;1;24 concatenate_width_x4_f16_256_7_320_7_128_7_128_7_midgard_MP4;38;1;8 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_800_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_reshape_lhs_matrix_3d_f16_512_49_4_4_4_4_true_true_g76_MP4;2;2;1 convert_depth_up_f16_256_4_256_4_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_f16_448_1536_1_4_4_4_true_true_g76_MP4;1;10;1 pooling_layer_f16_nhwc_576_384_3_nhwc_g76_MP4;1;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_704_7_4_4_4_4_8_true_true_midgard_MP4;16;6;1 fill_image_borders_constant_f16_192_17_constant_midgard_MP4;40;1;4 activation_layer_f16_32_7_midgard_MP4;4;4;4 gemm_reshape_lhs_matrix_f16_27648_233_1_4_4_4_true_true_g76_MP4;2;4;1 fill_image_borders_constant_f32_112_14_constant_midgard_MP4;4;1;14 gemm_reshape_lhs_matrix_3d_f16_14848_4_1_4_4_4_true_true_g76_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f32_12288_25_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_384_2304_14_4_4_2_8_16_false_false_midgard_MP4;2;28;1 elementwise_operation_ADD_f16_768_14_saturate_nchw_midgard_MP4;2;1;2 fill_image_borders_constant_f32_32_170_constant_midgard_MP4;34;1;10 activation_layer_f32_32_172_midgard_MP4;2;1;2 gemm_reshape_lhs_matrix_f16_192_1_36_4_4_1_true_true_g76_MP4;4;1;3 gemm_mm_reshaped_only_rhs_t_f32_49_96_32_36_4_4_4_2_true_midgard_MP4;2;7;1 gemm_reshape_lhs_matrix_f16_6144_1_6_4_4_4_true_true_g76_MP4;2;4;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_256_256_28_4_4_4_4_8_true_true_midgard_MP4;2;22;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_10_1024_1024_10_4_4_2_8_16_false_false_midgard_MP4;2;18;1 elementwise_operation_ADD_f32_224_56_saturate_nchw_midgard_MP4;1;2;1 fill_image_borders_constant_f32_32_149_constant_midgard_MP4;60;1;6 elementwise_operation_ADD_f16_96_56_saturate_nchw_midgard_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_256_4096_256_256_nhwc_midgard_MP4;4;9;1 activation_layer_f16_256_2_midgard_MP4;20;2;1 gemm_reshape_lhs_matrix_f16_4096_4_36_4_4_4_true_true_g76_MP4;2;4;1 elementwise_operation_ADD_f16_224_28_saturate_nchw_midgard_MP4;2;2;1 activation_layer_f32_768_14_midgard_MP4;6;1;3 concatenate_width_x2_f32_16_32_32_32_midgard_MP4;3;1;1 fill_image_borders_constant_f32_64_384_constant_midgard_MP4;32;1;11 gemm_reshape_lhs_matrix_3d_f16_8192_23_1_4_4_4_true_true_g76_MP4;2;4;1 winograd_output_transform_1x4_1x3_nhwc_f16_384_27_384_9_nhwc_midgard_MP4;4;10;1 winograd_output_transform_4x4_3x3_nhwc_f16_1_4096_1_256_nhwc_midgard_MP4;1;13;1 winograd_output_transform_4x4_3x3_nhwc_f32_512_16_512_14_nhwc_midgard_MP4;4;11;1 im2col3x3_nhwc_f16_1_864_361_nhwc_g76_MP4;4;1;1 fill_image_borders_constant_f16_960_7_constant_midgard_MP4;64;1;6 winograd_input_transform_4x4_3x3_stepz1_nhwc192_7_7_1_1_nhwc_midgard_MP4;28;1;1 elementwise_operation_ADD_f16_256_38_saturate_nhwc_midgard_MP4;4;1;1 fill_image_borders_constant_f32_128_75_constant_midgard_MP4;44;1;1 gemm_reshape_lhs_matrix_3d_f32_18432_7_1_4_2_8_false_false_g76_MP4;2;2;1 concatenate_width_x2_f16_192_17_192_17_midgard_MP4;6;2;7 gemm_reshape_lhs_matrix_f16_4608_49_1_4_4_4_true_true_g76_MP4;2;4;1 fill_image_borders_constant_f16_144_128_constant_midgard_MP4;40;1;4 gemm_mm_reshaped_lhs_t_rhs_nt_f16_2304_32_32_64_4_4_4_4_8_true_true_midgard_MP4;2;2;4 elementwise_operation_ADD_f32_256_72_saturate_nhwc_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_160_512_14_4_4_4_4_8_true_true_midgard_MP4;2;24;1 im2col3x3_nhwc_f32_1_288_13824_nhwc_g76_MP4;4;1;1 fill_image_borders_constant_f16_16_256_constant_midgard_MP4;24;1;16 gemm_reshape_lhs_matrix_3d_f16_2560_196_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_1792_1_36_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f16_96_112_constant_midgard_MP4;24;1;16 elementwise_operation_ADD_f16_544_14_saturate_nchw_midgard_MP4;2;1;2 gemm_reshape_lhs_matrix_3d_f16_4096_216_1_4_4_4_true_true_g76_MP4;4;1;1 activation_layer_f32_144_56_midgard_MP4;2;2;1 activation_layer_f16_64_192_midgard_MP4;2;1;2 activation_layer_f32_448_14_midgard_MP4;7;13;1 fill_image_borders_constant_f16_64_113_constant_midgard_MP4;16;1;11 winograd_input_transform_2x1_7x1_stepz1_nhwc128_30_30_3_0_nhwc_midgard_MP4;4;15;1 winograd_output_transform_4x4_3x3_nhwc_f32_64_16_64_14_nhwc_midgard_MP4;16;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_448_14_4_4_4_4_8_true_true_midgard_MP4;2;30;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_64_192_28_4_4_4_4_8_true_true_midgard_MP4;2;16;1 depthwise_convolution_3x3_nhwc_576_14_14_576_7_F32_g76_MP4;60;6;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_54_64_64_36_4_4_4_4_8_true_true_midgard_MP4;2;14;1 winograd_output_transform_4x4_3x3_nhwc_f16_32_1849_32_170_nhwc_midgard_MP4;4;9;1 gemm_reshape_lhs_matrix_f16_1536_3_36_4_4_1_true_true_g76_MP4;2;1;2 im2col3x3_nhwc_f32_1_2592_361_nhwc_g76_MP4;2;1;1 gemm_reshape_lhs_matrix_f16_8192_1_36_4_4_4_true_true_g76_MP4;2;4;5 concatenate_width_x2_f16_992_14_32_14_midgard_MP4;2;2;10 concatenate_width_x2_f16_192_27_192_27_midgard_MP4;6;3;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_128_96_56_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_40_32_192_40_4_4_4_2_true_midgard_MP4;2;3;2 activation_layer_f16_128_10_midgard_MP4;1;5;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_256_128_10_4_4_4_4_8_true_true_midgard_MP4;2;14;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_35_64_192_35_4_4_4_2_true_midgard_MP4;4;5;1 winograd_input_transform_4x4_3x3_stepz1_nhwc256_35_35_1_1_nhwc_midgard_MP4;8;3;3 activation_layer_f16_320_8_midgard_MP4;2;2;6 depthwise_convolution_3x3_nhwc_128_56_56_128_28_F16_g76_MP4;4;7;3 gemm_mm_reshaped_lhs_t_rhs_nt_f16_81_32_32_36_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_reshape_lhs_matrix_3d_f16_6656_49_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_mm_reshaped_only_rhs_t_f32_196_192_64_36_4_4_4_2_true_midgard_MP4;2;8;1 activation_layer_f16_32_28_midgard_MP4;2;5;2 activation_layer_f32_544_14_midgard_MP4;3;1;6 elementwise_operation_ADD_f16_992_7_saturate_nchw_midgard_MP4;13;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_320_14_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f32_65536_2_1_4_2_8_false_false_g76_MP4;2;2;1 fill_image_borders_constant_f32_2048_8_constant_midgard_MP4;29;2;4 fill_image_borders_constant_f32_768_17_constant_midgard_MP4;8;1;17 pooling_layer_f32_nhwc_8_8_2048_nhwc_g76_MP4;8;8;3 winograd_output_transform_4x4_3x3_nhwc_f16_96_81_96_35_nhwc_midgard_MP4;4;9;1 fill_image_borders_constant_f32_192_61_constant_midgard_MP4;8;1;11 winograd_input_transform_4x4_3x3_stepz1_nhwc32_61_61_1_1_nhwc_midgard_MP4;16;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_256_192_192_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 winograd_input_transform_4x4_3x3_stepz1_nhwc256_19_19_1_1_nhwc_midgard_MP4;4;1;1 elementwise_operation_ADD_f16_608_7_saturate_nchw_midgard_MP4;34;7;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_129_19_256_129_4_4_4_4_1_true_true_midgard_MP4;2;14;1 fill_image_borders_constant_f32_16_14_constant_midgard_MP4;12;4;6 winograd_output_transform_4x4_3x3_nhwc_f16_128_49_128_28_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_192_832_7_4_4_2_8_16_false_false_midgard_MP4;30;2;1 convert_depth_up_f16_32_4_32_4_midgard_MP4;2;3;16 elementwise_operation_ADD_f16_128_24_saturate_nchw_midgard_MP4;1;3;1 gemm_reshape_lhs_matrix_3d_f16_2048_216_1_4_4_4_true_true_g76_MP4;2;2;1 elementwise_operation_ADD_f16_3_512_saturate_nchw_midgard_MP4;1;4;1 fill_image_borders_constant_f16_384_14_constant_midgard_MP4;16;1;11 elementwise_operation_ADD_f32_992_14_saturate_nchw_midgard_MP4;1;1;2 gemm_reshape_lhs_matrix_3d_f16_4096_2_1_4_4_4_true_true_g76_MP4;36;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_75_144_24_75_4_4_4_4_8_true_true_midgard_MP4;2;16;1 activation_layer_f16_96_40_midgard_MP4;6;15;1 concatenate_width_x2_f32_640_7_32_7_midgard_MP4;3;3;1 activation_layer_f16_384_14_midgard_MP4;3;3;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_128_160_28_4_4_4_2_true_midgard_MP4;4;7;1 winograd_input_transform_4x4_3x3_stepz1_nhwc512_7_7_1_1_nhwc_midgard_MP4;22;2;2 gemm_reshape_lhs_matrix_f32_3072_256_1_4_8_16_true_false_g76_MP4;2;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_672_7_4_4_2_8_16_false_false_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_512_512_19_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_800_7_4_4_2_8_16_false_false_midgard_MP4;2;12;1 elementwise_operation_ADD_f16_1024_36_saturate_nchw_midgard_MP4;4;1;1 fill_image_borders_constant_f32_160_17_constant_midgard_MP4;36;1;1 gemm_reshape_lhs_matrix_3d_f16_5120_13_1_4_4_4_true_true_g76_MP4;2;32;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_100_128_128_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_f32_4096_64_36_4_8_16_true_false_g76_MP4;2;1;1 depthwise_convolution_3x3_nhwc_stride1_256_10_10_256_10_F16_g76_MP4;4;5;5 gemm_mm_reshaped_only_rhs_t_f32_153_192_192_8_4_4_4_2_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_30_256_1728_30_4_4_4_4_8_true_true_midgard_MP4;2;24;1 concatenate_width_x2_f32_448_14_32_14_midgard_MP4;10;1;1 elementwise_operation_SUB_f16_3_512_saturate_nchw_midgard_MP4;1;4;1 gemm_reshape_lhs_matrix_f16_256_576_36_4_4_4_true_true_g76_MP4;4;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_1280_960_1_1_2_8_640_true_midgard_MP4;48;1;1 winograd_input_transform_4x4_3x3_stepz1_nhwc256_28_28_1_1_nhwc_midgard_MP4;4;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_128_196_128_56_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_only_rhs_t_f32_16_256_128_36_4_4_4_2_true_midgard_MP4;2;4;3 fill_image_borders_constant_f32_512_14_constant_midgard_MP4;4;1;2 activation_layer_f16_128_2_midgard_MP4;1;13;9 gemm_reshape_lhs_matrix_f16_1024_23_36_4_4_4_true_true_g76_MP4;4;1;1 elementwise_operation_ADD_f32_128_143_saturate_nhwc_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_112_512_14_4_4_4_4_8_true_true_midgard_MP4;14;25;1 concatenate_width_x2_f32_288_14_32_14_midgard_MP4;10;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_64_120_40_64_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_reshape_lhs_matrix_3d_f32_19456_7_1_4_2_8_false_false_g76_MP4;2;2;1 convert_depth_down_f32_3_224_3_224_midgard_MP4;1;2;1 concatenate_width_x2_f32_992_14_32_14_midgard_MP4;4;1;1 activation_layer_f32_192_56_midgard_MP4;3;6;1 winograd_output_transform_4x4_3x3_nhwc_f16_128_16_128_14_nhwc_midgard_MP4;4;10;1 activation_layer_f16_64_54_midgard_MP4;2;11;2 gemm_mm_reshaped_only_rhs_t_f32_3456_64_32_36_4_4_4_2_true_midgard_MP4;2;16;1 winograd_input_transform_4x4_3x3_stepz1_nhwc512_5_5_1_1_nhwc_midgard_MP4;40;2;2 activation_layer_f32_144_14_midgard_MP4;3;1;3 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_256_128_36_4_4_4_4_8_true_true_midgard_MP4;2;4;1 im2col_generic_nhwc_f16_1_48_16384_nhwc_g76_MP4;2;1;1 activation_layer_f16_1280_7_midgard_MP4;5;7;1 activation_layer_f32_128_7_midgard_MP4;14;1;1 dwc_MxN_native_fp_nhwc_768_14_14_768_7_7_F16_midgard_MP4;2;7;2 pooling_layer_f16_nhwc_1_1_1024_nhwc_g76_MP4;44;1;1 im2col_generic_nhwc_f32_1_4096_64_nhwc_g76_MP4;2;2;1 depthwise_convolution_3x3_nhwc_512_19_19_512_10_F32_g76_MP4;4;10;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_256_256_36_4_4_4_4_8_true_true_midgard_MP4;2;4;2 fill_image_borders_constant_f16_256_12_constant_midgard_MP4;40;4;1 pooling_layer_f32_nhwc_10_10_1024_nhwc_g76_MP4;4;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_1000_4096_1_1_2_8_500_true_midgard_MP4;48;1;1 fill_image_borders_constant_f32_256_35_constant_midgard_MP4;24;1;7 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_192_1792_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_352_28_4_4_4_4_8_true_true_midgard_MP4;2;14;1 activation_layer_f32_32_255_midgard_MP4;14;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_64_384_14_4_4_4_4_8_true_true_midgard_MP4;2;8;1 activation_layer_f16_832_7_midgard_MP4;47;1;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_128_64_27_128_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_2080_448_8_4_4_4_4_8_true_true_midgard_MP4;2;16;1 elementwise_operation_ADD_f16_288_28_saturate_nchw_midgard_MP4;3;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_49_32_128_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 depthwise_convolution_3x3_nhwc_stride1_304_129_129_304_129_F16_g76_MP4;4;3;3 elementwise_operation_ADD_f16_736_14_saturate_nchw_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_126_80_64_126_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_3072_13_1_4_4_4_true_true_g76_MP4;2;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc576_19_19_1_1_nhwc_midgard_MP4;6;2;25 gemm_mm_reshaped_lhs_t_rhs_nt_f16_25_63_576_36_4_4_4_4_8_true_true_midgard_MP4;2;8;3 gemm_reshape_lhs_matrix_f32_16384_128_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_256_512_28_4_4_4_4_8_true_true_midgard_MP4;2;24;1 pooling_layer_f16_nhwc_35_35_256_nhwc_g76_MP4;2;7;5 activation_layer_f16_200_32_midgard_MP4;25;5;3 activation_layer_f16_864_14_midgard_MP4;26;7;1 gemm_reshape_lhs_matrix_f16_1536_1_36_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f32_208_14_midgard_MP4;13;7;1 activation_layer_f16_3_512_midgard_MP4;2;6;7 activation_layer_f32_1792_14_midgard_MP4;2;2;1 fill_image_borders_constant_f16_512_14_constant_midgard_MP4;4;1;2 fill_image_borders_constant_f16_512_19_constant_midgard_MP4;32;1;12 depthwise_convolution_3x3_nhwc_128_20_20_128_10_F16_g76_MP4;4;3;3 winograd_output_transform_4x4_3x3_nhwc_f16_32_4096_32_253_nhwc_midgard_MP4;4;10;1 elementwise_operation_ADD_f16_512_19_saturate_nhwc_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_160_576_7_4_4_2_8_16_false_false_midgard_MP4;2;2;1 activation_layer_f16_192_38_midgard_MP4;3;7;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_528_14_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_3d_f32_12288_7_1_4_2_8_false_false_g76_MP4;2;2;1 pooling_layer_f32_nhwc_8_8_1280_nhwc_g76_MP4;2;8;5 depthwise_convolution_3x3_nhwc_stride1_256_38_38_256_38_F32_g76_MP4;4;4;4 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4_512_512_36_4_4_4_1_8_true_true_midgard_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4_128_32_36_4_4_4_1_8_true_true_midgard_MP4;16;1;18 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_96_480_14_4_4_4_4_8_true_true_midgard_MP4;2;8;1 elementwise_operation_ADD_f32_768_7_saturate_nchw_midgard_MP4;1;3;1 pooling_layer_f32_nhwc_7_7_832_nhwc_g76_MP4;46;7;1 fill_image_borders_constant_f32_32_28_constant_midgard_MP4;14;7;3 concatenate_width_x2_f16_96_56_32_56_midgard_MP4;2;23;1 gemm_reshape_lhs_matrix_f32_55296_3_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_384_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 strided_slice_f16_500_0_500_1_32_13_14_1_1_0_1_1_midgard_MP4;31;2;6 gemm_reshape_lhs_matrix_3d_f32_22528_2_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_13312_4_1_4_4_4_true_true_g76_MP4;2;13;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_32_1024_32_4_4_4_4_8_true_true_midgard_MP4;2;6;1 winograd_input_transform_4x4_3x3_stepz1_nhwc96_40_40_1_1_nhwc_midgard_MP4;4;5;1 gemm_reshape_lhs_matrix_3d_f16_1024_49_1_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f16_16_56_midgard_MP4;1;2;2 activation_layer_f16_160_7_midgard_MP4;1;4;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_19_512_256_19_4_4_4_2_true_midgard_MP4;8;1;12 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_384_96_14_4_4_4_4_8_true_true_midgard_MP4;2;10;1 concatenate_width_x4_f16_192_17_192_17_192_17_192_17_midgard_MP4;8;11;1 gemm_mm_reshaped_only_rhs_t_f32_450_128_128_8_4_4_4_2_true_midgard_MP4;2;8;1 activation_layer_f32_32_288_midgard_MP4;2;9;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_1849_64_170_nhwc_midgard_MP4;4;10;1 im2col3x3_nhwc_f32_1_1728_81_nhwc_g76_MP4;2;1;1 concatenate_width_x2_f32_416_28_32_28_midgard_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_576_32_32_64_4_4_4_4_8_true_true_midgard_MP4;2;2;2 winograd_input_transform_4x4_3x3_stepz1_nhwc256_17_17_1_1_nhwc_midgard_MP4;20;1;1 fill_image_borders_replicate_f16_256_1_replicate_midgard_MP4;25;1;1 elementwise_operation_ADD_f32_672_7_saturate_nchw_midgard_MP4;1;1;3 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_36_64_256_24_4_4_4_2_true_midgard_MP4;2;16;1 elementwise_operation_ADD_f16_352_14_saturate_nchw_midgard_MP4;1;2;2 elementwise_operation_ADD_f32_672_14_saturate_nchw_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_128_4_192_128_4_4_4_8_1_true_true_midgard_MP4;1;4;1 fill_image_borders_constant_f16_96_28_constant_midgard_MP4;32;1;7 elementwise_operation_ADD_f32_2048_10_saturate_nchw_midgard_MP4;1;1;2 gemm_reshape_lhs_matrix_f16_2048_4_36_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f32_768_19_constant_midgard_MP4;8;1;19 gemm_mm_reshaped_only_rhs_t_f32_4_128_32_36_4_4_4_2_true_midgard_MP4;25;1;3 activation_layer_f16_224_28_midgard_MP4;7;1;13 concatenate_width_x4_f32_64_40_64_40_96_40_64_40_midgard_MP4;12;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_143_95_1_1_nhwc_midgard_MP4;2;2;1 activation_layer_f16_128_112_midgard_MP4;2;2;1 concatenate_width_x2_f16_768_7_32_7_midgard_MP4;23;7;1 activation_layer_f32_960_7_midgard_MP4;15;6;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_1_1001_1280_1_1_2_8_500_true_midgard_MP4;24;1;1 concatenate_width_x4_f32_384_7_384_7_128_7_128_7_midgard_MP4;3;18;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_864_7_4_4_2_8_16_false_false_midgard_MP4;2;6;1 activation_layer_f32_32_149_midgard_MP4;2;1;2 im2col9x9_nhwc_f16_1_243_40000_nhwc_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f32_17408_2_1_4_2_8_false_false_g76_MP4;6;2;1 fill_image_borders_constant_f32_1024_14_constant_midgard_MP4;32;1;1 gemm_reshape_lhs_matrix_3d_f16_4096_352_1_4_4_4_true_true_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_64_256_256_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f32_32768_7_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_f16_1_4096_256_64_1_2_8_2048_true_midgard_MP4;3;7;12 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_2048_512_7_4_4_2_8_16_false_false_midgard_MP4;2;16;1 activation_layer_f16_128_55_midgard_MP4;2;9;1 fill_image_borders_constant_f32_192_28_constant_midgard_MP4;3;25;2 activation_layer_f32_256_3_midgard_MP4;26;1;1 winograd_output_transform_1x4_1x3_nhwc_f16_256_16_256_8_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_65_32_144_65_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_reshape_lhs_matrix_f16_4096_1024_1_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f16_192_65_constant_midgard_MP4;8;1;5 winograd_input_transform_4x4_3x3_stepz1_nhwc128_72_48_1_1_nhwc_midgard_MP4;2;2;1 concatenate_width_x2_f32_96_56_32_56_midgard_MP4;4;1;1 strided_slice_f16_500_0_500_1_32_6_7_1_1_0_1_1_midgard_MP4;33;9;1 im2col_generic_nhwc_f16_1_4096_64_nhwc_g76_MP4;4;23;1 pooling_layer_f16_nhwc_36_24_256_nhwc_g76_MP4;16;4;6 gemm_reshape_lhs_matrix_f16_512_9_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f32_10240_7_1_4_2_8_false_false_g76_MP4;2;2;1 activation_layer_f16_64_20_midgard_MP4;2;2;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_64_576_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 depthwise_convolution_3x3_nhwc_stride1_576_14_14_576_14_F16_g76_MP4;6;4;2 concatenate_width_x2_f16_512_1_512_1_midgard_MP4;22;8;2 dwc_MxN_native_fp_nhwc_3_128_128_3_128_128_F16_midgard_MP4;1;24;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_256_1280_10_4_4_4_4_8_true_true_midgard_MP4;2;18;1 activation_layer_f16_128_27_midgard_MP4;2;7;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_800_7_4_4_4_4_8_true_true_midgard_MP4;16;6;1 activation_layer_f16_256_7_midgard_MP4;2;3;5 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_256_528_14_4_4_2_8_16_false_false_midgard_MP4;2;22;1 activation_layer_f16_64_28_midgard_MP4;2;1;11 gemm_reshape_lhs_matrix_f16_27648_57_1_4_4_4_true_true_g76_MP4;2;6;1 pooling_layer_f32_nhwc_14_14_512_nhwc_g76_MP4;4;1;1 gemm_mm_reshaped_only_rhs_t_f32_961_192_80_36_4_4_4_2_true_midgard_MP4;2;8;1 elementwise_operation_MAX_f16_8_128_midgard_MP4;1;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc48_7_7_1_1_nhwc_midgard_MP4;18;1;2 depthwise_convolution_3x3_nhwc_stride1_576_32_32_576_32_F16_g76_MP4;4;8;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_320_160_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 fill_image_borders_constant_f16_80_73_constant_midgard_MP4;4;1;11 gemm_reshape_lhs_matrix_3d_f16_9728_13_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_reshape_lhs_matrix_3d_f32_16384_27_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_75_64_256_75_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_128_24_72_128_4_4_4_4_1_true_true_midgard_MP4;2;16;1 elementwise_operation_ADD_f32_2048_10_saturate_nhwc_midgard_MP4;2;1;1 concatenate_width_x2_f32_544_14_32_14_midgard_MP4;9;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_13_48_384_13_4_4_4_4_8_true_true_midgard_MP4;4;14;1 fill_image_borders_constant_f16_256_55_constant_midgard_MP4;35;1;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_35_32_192_35_4_4_4_4_8_true_true_midgard_MP4;2;10;1 activation_layer_f32_672_14_midgard_MP4;21;1;4 activation_layer_f16_91_1917_midgard_MP4;12;14;1 im2col3x3_nhwc_f16_1_2880_289_nhwc_g76_MP4;4;1;1 activation_layer_f32_24_14_midgard_MP4;2;4;2 activation_layer_f32_256_72_midgard_MP4;2;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_32_128_56_4_4_4_4_8_true_true_midgard_MP4;2;14;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_40_40_1_1_nhwc_midgard_MP4;2;1;2 winograd_output_transform_4x1_3x1_nhwc_f16_384_16_384_8_nhwc_midgard_MP4;4;10;1 elementwise_operation_ADD_f16_96_14_saturate_nhwc_midgard_MP4;6;7;7 fill_image_borders_constant_f16_64_128_constant_midgard_MP4;22;1;4 convert_depth_down_f32_128_8_128_8_midgard_MP4;4;8;6 winograd_input_transform_4x4_5x5_stepz1_nhwc64_26_26_2_2_nhwc_midgard_MP4;44;1;1 activation_layer_f16_512_14_midgard_MP4;2;11;1 convert_depth_up_f16_3_46_3_46_midgard_MP4;1;2;1 activation_layer_f16_64_40_midgard_MP4;2;5;2 strided_slice_f16_500_0_500_1_32_20_21_1_1_0_1_1_midgard_MP4;6;12;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_192_480_14_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_49_128_128_36_4_4_4_4_8_true_true_midgard_MP4;2;4;3 winograd_output_transform_4x4_3x3_nhwc_f32_128_16_128_14_nhwc_midgard_MP4;20;1;1 fill_image_borders_constant_f16_160_19_constant_midgard_MP4;4;1;10 concatenate_width_x2_f32_640_14_32_14_midgard_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_72_256_64_48_4_4_4_2_true_midgard_MP4;2;2;4 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4_384_192_36_4_4_4_1_8_true_true_midgard_MP4;3;1;1 fill_image_borders_constant_f32_160_14_constant_midgard_MP4;60;1;1 fill_image_borders_constant_f16_128_28_constant_midgard_MP4;4;27;2 elementwise_operation_ADD_f16_864_7_saturate_nchw_midgard_MP4;1;1;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_256_512_19_4_4_4_4_8_true_true_midgard_MP4;2;24;1 winograd_output_transform_4x4_3x3_nhwc_f16_128_144_128_48_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4_126_512_36_4_4_4_1_8_true_true_midgard_MP4;16;1;18 gemm_reshape_lhs_matrix_3d_f16_8192_91_1_4_4_4_true_true_g76_MP4;2;6;1 concatenate_width_x2_f16_256_27_256_27_midgard_MP4;64;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_30_384_2304_30_4_4_4_4_8_true_true_midgard_MP4;2;24;1 activation_layer_f32_384_7_midgard_MP4;6;7;4 fill_image_borders_constant_f16_32_143_constant_midgard_MP4;34;1;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_128_224_56_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_128_96_56_4_4_4_2_true_midgard_MP4;16;12;2 no_config_idreverse_f16_16_4_4_midgard_MP4;8;1;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_17_96_864_17_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_9_192_2048_9_4_4_4_4_8_true_true_midgard_MP4;2;4;1 winograd_input_transform_4x4_3x3_stepz1_nhwc160_14_14_1_1_nhwc_midgard_MP4;4;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_32_196_32_56_nhwc_midgard_MP4;4;9;1 activation_layer_f16_992_7_midgard_MP4;1;23;9 fill_image_borders_constant_f16_512_7_constant_midgard_MP4;36;1;4 concatenate_width_x2_f32_160_28_32_28_midgard_MP4;4;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_192_32_28_4_4_4_2_true_midgard_MP4;2;1;16 gemm_reshape_lhs_matrix_f16_2048_7_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_256_512_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 strided_slice_f16_500_0_500_1_32_16_17_1_1_0_1_1_midgard_MP4;5;1;18 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_3_256_128_3_4_4_4_1_8_true_true_midgard_MP4;12;2;1 activation_layer_f16_144_38_midgard_MP4;9;9;1 fill_image_borders_constant_f16_320_32_constant_midgard_MP4;64;1;4 activation_layer_f32_512_14_midgard_MP4;2;1;9 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_10_256_1024_10_4_4_2_8_16_false_false_midgard_MP4;2;14;1 activation_layer_f32_80_84_midgard_MP4;2;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_36_512_128_24_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_reshape_lhs_matrix_3d_f16_16384_4_1_4_4_4_true_true_g76_MP4;2;13;1 activation_layer_f16_32_1_midgard_MP4;34;1;8 gemm_mm_reshaped_lhs_t_rhs_nt_f16_196_64_64_36_4_4_4_4_8_true_true_midgard_MP4;2;12;1 strided_slice_f16_500_0_500_1_32_29_30_1_1_0_1_1_midgard_MP4;13;28;1 concatenate_width_x2_f32_128_30_128_30_midgard_MP4;4;1;1 depthwise_convolution_3x3_nhwc_stride1_184_32_32_184_32_F16_g76_MP4;46;4;2 elementwise_operation_ADD_f16_256_56_saturate_nhwc_midgard_MP4;1;3;1 activation_layer_f32_384_30_midgard_MP4;6;1;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_40_64_32_40_4_4_4_4_8_true_true_midgard_MP4;2;20;1 winograd_output_transform_2x1_7x1_nhwc_f16_192_190_192_19_nhwc_midgard_MP4;4;10;1 activation_layer_f32_480_14_midgard_MP4;5;2;1 winograd_input_transform_1x4_1x3_stepz1_nhwc192_14_14_0_1_nhwc_midgard_MP4;4;7;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_257_96_16_257_4_4_4_4_8_true_true_midgard_MP4;2;20;1 concatenate_width_x2_f32_4_128_8_128_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_f16_2048_14_36_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f16_96_257_constant_midgard_MP4;16;1;10 activation_layer_f32_64_384_midgard_MP4;2;9;1 concatenate_width_x4_f16_96_35_64_35_96_35_64_35_midgard_MP4;10;8;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_36_256_1024_12_4_4_2_8_16_false_false_midgard_MP4;2;22;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_544_7_4_4_2_8_16_false_false_midgard_MP4;2;6;1 activation_layer_f16_576_14_midgard_MP4;3;14;1 pooling_layer_f32_nhwc_73_73_64_nhwc_g76_MP4;3;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_256_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_reshape_lhs_matrix_3d_f16_11776_4_1_4_4_4_true_true_g76_MP4;2;13;1 gemm_mm_reshaped_only_rhs_t_f32_16_208_96_36_4_4_4_2_true_midgard_MP4;2;4;1 im2col9x9_nhwc_f16_1_2592_9216_nhwc_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_128_24_144_128_4_4_4_4_1_true_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_f16_2048_10_8_4_4_4_true_true_g76_MP4;4;1;1 activation_layer_f32_192_19_midgard_MP4;3;6;1 convert_depth_up_f16_21_54_21_54_midgard_MP4;2;28;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_208_96_36_4_4_4_4_8_true_true_midgard_MP4;2;4;1 activation_layer_f16_64_1_midgard_MP4;2;13;3 gemm_mm_reshaped_lhs_t_rhs_nt_f16_3456_64_32_36_4_4_4_4_8_true_true_midgard_MP4;2;20;1 elementwise_operation_ADD_f32_864_14_saturate_nchw_midgard_MP4;1;2;1 concatenate_width_x4_f32_64_28_128_28_32_28_32_28_midgard_MP4;8;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_72_128_2304_48_4_4_4_4_8_true_true_midgard_MP4;2;4;1 fill_image_borders_constant_f32_64_40_constant_midgard_MP4;36;1;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_384_48_28_4_4_4_4_8_true_true_midgard_MP4;2;32;1 depthwise_convolution_3x3_nhwc_384_28_28_384_14_F16_g76_MP4;4;7;3 winograd_output_transform_2x1_7x1_nhwc_f32_128_153_128_17_nhwc_midgard_MP4;4;23;1 elementwise_operation_ADD_f16_24_56_saturate_nhwc_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_f16_2560_10_8_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_448_576_1_4_4_4_true_true_g76_MP4;1;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_216_64_64_36_4_4_4_4_8_true_true_midgard_MP4;2;6;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_256_2304_14_4_4_4_4_8_true_true_midgard_MP4;2;6;1 pooling_layer_f32_nhwc_9_9_768_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_35_96_192_35_4_4_4_4_8_true_true_midgard_MP4;2;8;1 fill_image_borders_constant_f16_192_82_constant_midgard_MP4;32;1;1 gemm_reshape_lhs_matrix_f16_1536_6_36_4_4_4_true_true_g76_MP4;4;1;1 elementwise_operation_ADD_f32_1024_10_saturate_nchw_midgard_MP4;1;2;1 activation_layer_f32_352_28_midgard_MP4;11;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_196_256_128_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_128_4_48_128_4_4_4_8_1_true_true_midgard_MP4;1;4;1 fill_image_borders_constant_f32_832_7_constant_midgard_MP4;26;1;7 fill_image_borders_constant_f32_80_84_constant_midgard_MP4;13;7;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_72_64_288_48_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_84_80_64_84_4_4_4_2_true_midgard_MP4;2;1;8 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_3_546_256_3_4_4_4_1_8_true_true_midgard_MP4;52;2;1 activation_layer_f32_128_38_midgard_MP4;2;21;1 elementwise_operation_ADD_f32_864_7_saturate_nchw_midgard_MP4;1;3;1 gemm_reshape_lhs_matrix_3d_f16_15360_4_1_4_4_4_true_true_g76_MP4;2;13;1 depthwise_convolution_3x3_nhwc_stride1_384_33_33_384_33_F16_g76_MP4;4;5;3 convert_depth_down_f32_3_512_3_512_midgard_MP4;1;2;1 elementwise_operation_ADD_f16_32_38_saturate_nhwc_midgard_MP4;1;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_36_256_512_24_4_4_4_4_8_true_true_midgard_MP4;2;12;1 activation_layer_f16_64_48_midgard_MP4;2;3;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_72_256_128_48_4_4_4_4_8_true_true_midgard_MP4;2;8;1 activation_layer_f16_128_56_midgard_MP4;2;7;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_8_320_2048_8_4_4_2_8_16_false_false_midgard_MP4;6;14;1 gemm_reshape_lhs_matrix_f16_1024_256_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_768_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_reshape_lhs_matrix_3d_f16_5120_69_1_4_4_4_true_true_g76_MP4;2;18;1 elementwise_operation_ADD_f32_896_14_saturate_nchw_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_129_48_144_129_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_3d_f16_11264_4_1_4_4_4_true_true_g76_MP4;2;13;1 elementwise_operation_ADD_f32_96_56_saturate_nchw_midgard_MP4;1;2;1 im2col3x3_nhwc_f32_1_576_784_nhwc_g76_MP4;4;1;1 fill_image_borders_constant_f16_256_72_constant_midgard_MP4;56;1;6 concatenate_width_x2_f32_416_14_32_14_midgard_MP4;2;2;1 activation_layer_f32_64_112_midgard_MP4;2;5;1 winograd_output_transform_4x4_3x3_nhwc_f16_192_49_192_28_nhwc_midgard_MP4;4;10;1 activation_layer_f16_48_35_midgard_MP4;2;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_160_640_7_4_4_4_4_8_true_true_midgard_MP4;5;2;32 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_10_1024_256_10_4_4_4_2_true_midgard_MP4;8;4;10 gemm_reshape_lhs_matrix_f16_3072_12_8_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_64_32_36_4_4_4_4_8_true_true_midgard_MP4;2;2;3 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_512_256_28_4_4_4_2_true_midgard_MP4;2;1;4 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_64_480_14_4_4_2_8_16_false_false_midgard_MP4;2;8;1 winograd_input_transform_4x4_3x3_stepz1_nhwc256_30_30_1_1_nhwc_midgard_MP4;4;1;1 elementwise_operation_ADD_f32_704_7_saturate_nchw_midgard_MP4;1;1;3 elementwise_operation_ADD_f32_64_14_saturate_nhwc_midgard_MP4;1;14;14 concatenate_width_x2_f16_480_28_32_28_midgard_MP4;64;6;1 pooling_layer_f16_nhwc_9_9_768_nhwc_g76_MP4;2;2;1 dwc_MxN_native_fp_nhwc_1_128_128_1_128_128_F16_midgard_MP4;1;2;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_192_1280_7_4_4_4_4_8_true_true_midgard_MP4;48;1;1 convert_depth_up_f16_9_9_9_9_midgard_MP4;1;3;1 concatenate_width_x4_f16_320_9_768_9_768_9_192_9_midgard_MP4;16;5;1 gemm_mm_reshaped_only_rhs_t_f16_1_126_128_36_1_2_8_63_true_midgard_MP4;64;1;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_40_64_64_40_4_4_4_4_8_true_true_midgard_MP4;2;22;1 gemm_reshape_lhs_matrix_f16_46080_19_1_4_4_4_true_true_g76_MP4;2;2;1 winograd_output_transform_4x1_3x1_nhwc_f16_384_27_384_9_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_384_832_7_4_4_4_4_8_true_true_midgard_MP4;24;13;1 gemm_mm_reshaped_only_rhs_t_f32_4_320_160_36_4_4_4_2_true_midgard_MP4;60;1;3 concatenate_width_x2_f16_128_8_128_8_midgard_MP4;2;5;4 fill_image_borders_constant_f16_960_32_constant_midgard_MP4;13;8;3 gemm_reshape_lhs_matrix_3d_f16_1536_69_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_40_64_288_40_4_4_2_8_16_false_false_midgard_MP4;2;30;1 elementwise_operation_ADD_f32_992_7_saturate_nchw_midgard_MP4;3;1;1 fill_image_borders_constant_f16_1280_8_constant_midgard_MP4;1;9;21 fill_image_borders_constant_f16_144_129_constant_midgard_MP4;56;1;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_128_1_64_128_4_2_8_16_1_true_false_midgard_MP4;1;2;1 elementwise_operation_ADD_f16_512_7_saturate_nchw_midgard_MP4;14;7;1 winograd_input_transform_4x4_3x3_stepz1_nhwc16_55_55_1_1_nhwc_midgard_MP4;8;10;2 gemm_reshape_lhs_matrix_f16_1024_14_36_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f16_16_384_midgard_MP4;2;2;1 strided_slice_f16_500_0_500_1_32_21_22_1_1_0_1_1_midgard_MP4;32;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_64_256_28_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_9_384_384_36_4_4_4_1_8_true_true_midgard_MP4;4;3;2 no_config_idreverse_f32_9_9_64_midgard_MP4;9;5;8 gemm_reshape_lhs_matrix_3d_f16_2560_7_1_4_4_4_true_true_g76_MP4;20;12;1 elementwise_operation_SUB_f16_3_128_saturate_nchw_midgard_MP4;1;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_384_2048_8_4_4_4_4_8_true_true_midgard_MP4;24;16;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_96_32_27_96_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_reshape_lhs_matrix_3d_f16_8448_13_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_reshape_lhs_matrix_3d_f16_512_100_1_4_4_4_true_true_g76_MP4;2;6;1 elementwise_operation_ADD_f16_640_14_saturate_nchw_midgard_MP4;2;1;2 activation_layer_f16_256_32_midgard_MP4;2;10;1 fill_image_borders_constant_f32_1280_9_constant_midgard_MP4;40;1;1 gemm_mm_reshaped_only_rhs_t_f16_1_24_256_36_1_2_8_12_true_midgard_MP4;3;1;9 elementwise_operation_ADD_f16_64_96_saturate_nhwc_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_384_832_7_4_4_2_8_16_false_false_midgard_MP4;12;16;1 winograd_input_transform_2x1_7x1_stepz1_nhwc192_19_19_3_0_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_144_512_14_4_4_2_8_16_false_false_midgard_MP4;2;32;1 pooling_layer_f16_nhwc_35_35_288_nhwc_g76_MP4;2;7;5 pooling_layer_f16_nhwc_40_40_192_nhwc_g76_MP4;3;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_36_256_1024_12_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_40_32_192_40_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_36_1024_512_24_4_4_4_4_8_true_true_midgard_MP4;2;24;1 im2col9x9_nhwc_f32_1_243_147456_nhwc_g76_MP4;2;2;1 winograd_output_transform_2x1_7x1_nhwc_f16_128_190_128_19_nhwc_midgard_MP4;4;10;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_27_27_1_1_nhwc_midgard_MP4;12;3;1 concatenate_width_x2_f32_480_28_32_28_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_f16_448_3456_1_4_4_4_true_true_g76_MP4;1;4;1 fill_image_borders_constant_f32_32_384_constant_midgard_MP4;24;1;16 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_17_128_768_17_4_4_4_4_8_true_true_midgard_MP4;2;10;1 activation_layer_f16_48_7_midgard_MP4;1;4;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_960_7_4_4_4_4_8_true_true_midgard_MP4;18;10;1 activation_layer_f16_32_253_midgard_MP4;2;1;2 concatenate_width_x2_f32_576_7_32_7_midgard_MP4;2;10;2 winograd_output_transform_4x4_5x5_nhwc_f16_32_9216_32_384_nhwc_midgard_MP4;4;8;1 elementwise_operation_ADD_f32_256_75_saturate_nchw_midgard_MP4;2;1;1 gemm_reshape_lhs_matrix_3d_f32_25600_7_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_608_14_4_4_4_4_8_true_true_midgard_MP4;2;6;1 fill_image_borders_constant_f16_144_56_constant_midgard_MP4;44;1;2 gemm_mm_reshaped_only_rhs_t_f32_16_32_128_36_4_4_4_2_true_midgard_MP4;2;2;9 winograd_output_transform_4x4_5x5_nhwc_f32_3_9216_3_384_nhwc_midgard_MP4;3;8;1 activation_layer_f16_960_7_midgard_MP4;15;3;1 activation_layer_f16_2048_7_midgard_MP4;63;6;1 gemm_reshape_lhs_matrix_3d_f16_1536_1041_1_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f32_256_38_constant_midgard_MP4;8;1;19 activation_layer_f32_128_3_midgard_MP4;3;1;1 gemm_reshape_lhs_matrix_3d_f16_4096_36_1_4_4_4_true_true_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_4096_233_1_4_4_4_true_true_g76_MP4;2;2;1 elementwise_operation_ADD_f32_128_56_saturate_nchw_midgard_MP4;1;2;1 concatenate_width_x2_f16_320_28_32_28_midgard_MP4;11;4;2 elementwise_operation_ADD_f32_1024_14_saturate_nhwc_midgard_MP4;2;1;1 activation_layer_f16_64_27_midgard_MP4;2;5;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_172_32_27_172_4_4_4_2_true_midgard_MP4;2;6;1 fill_image_borders_constant_f16_128_72_constant_midgard_MP4;44;1;1 pooling_layer_f32_nhwc_7_7_1024_nhwc_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_12_25_12_19_nhwc_midgard_MP4;3;12;7 winograd_input_transform_4x4_3x3_stepz1_nhwc48_27_27_1_1_nhwc_midgard_MP4;4;4;9 gemm_reshape_lhs_matrix_f16_36864_19_1_4_4_4_true_true_g76_MP4;2;2;1 concatenate_width_x2_f16_608_7_32_7_midgard_MP4;23;1;4 activation_layer_f16_896_14_midgard_MP4;7;6;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_17_192_768_17_4_4_2_8_16_false_false_midgard_MP4;2;14;1 winograd_input_transform_4x4_5x5_stepz1_nhwc32_96_96_2_2_nhwc_midgard_MP4;8;3;3 gemm_reshape_lhs_matrix_3d_f32_21504_2_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_1024_850_1_4_4_4_true_true_g76_MP4;2;6;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_8_192_2048_8_4_4_2_8_16_false_false_midgard_MP4;2;4;1 fill_image_borders_constant_f16_320_35_constant_midgard_MP4;64;1;5 pooling_layer_f16_nhwc_56_56_64_nhwc_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_38_128_512_38_4_4_2_8_16_false_false_midgard_MP4;2;16;1 activation_layer_f16_768_7_midgard_MP4;3;2;3 gemm_reshape_lhs_matrix_f16_8192_4_36_4_4_4_true_true_g76_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_27_48_384_27_4_4_4_4_8_true_true_midgard_MP4;2;16;1 elementwise_operation_ADD_f16_480_14_saturate_nchw_midgard_MP4;3;1;1 activation_layer_f16_128_75_midgard_MP4;2;19;1 gemm_reshape_lhs_matrix_3d_f16_7680_49_1_4_4_4_true_true_g76_MP4;2;10;1 elementwise_operation_ADD_f32_736_14_saturate_nchw_midgard_MP4;1;2;1 concatenate_width_x2_f16_192_28_32_28_midgard_MP4;7;13;1 gemm_reshape_lhs_matrix_f16_4096_6_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_4608_100_1_4_4_4_true_true_g76_MP4;2;8;1 winograd_output_transform_4x4_3x3_nhwc_f32_64_1849_64_170_nhwc_midgard_MP4;4;11;1 activation_layer_f32_64_72_midgard_MP4;2;11;1 im2col3x3_nhwc_f16_1_2304_900_nhwc_g76_MP4;4;1;1 elementwise_operation_ADD_f32_192_128_wrap_nchw_midgard_MP4;3;1;1 gemm_reshape_lhs_matrix_3d_f16_3072_13_4_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f16_96_256_midgard_MP4;2;2;1 fill_image_borders_constant_f32_32_143_constant_midgard_MP4;16;1;19 pooling_layer_f32_nhwc_17_17_768_nhwc_g76_MP4;20;6;3 gemm_reshape_lhs_matrix_f16_4608_216_1_4_4_4_true_true_g76_MP4;2;4;1 winograd_input_transform_2x1_7x1_stepz1_nhwc160_19_19_3_0_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_75_128_64_75_4_4_4_4_8_true_true_midgard_MP4;2;12;1 activation_layer_f16_32_170_midgard_MP4;2;21;1 gemm_mm_reshaped_only_rhs_t_f32_216_64_64_36_4_4_4_2_true_midgard_MP4;2;16;1 fill_image_borders_constant_f16_128_36_constant_midgard_MP4;3;21;3 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_384_384_6_4_4_4_4_8_true_true_midgard_MP4;12;4;1 pooling_layer_f16_nhwc_126_126_64_nhwc_g76_MP4;2;2;1 concatenate_width_x4_f16_192_14_208_14_48_14_64_14_midgard_MP4;28;1;6 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_32_144_28_4_4_4_4_8_true_true_midgard_MP4;2;26;1 concatenate_width_x2_f16_128_27_128_27_midgard_MP4;32;11;1 winograd_output_transform_4x4_3x3_nhwc_f16_63_25_63_19_nhwc_midgard_MP4;36;1;1 fill_image_borders_constant_f32_128_36_constant_midgard_MP4;20;3;6 gemm_reshape_lhs_matrix_3d_f16_5632_49_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_36_128_256_24_4_4_4_2_true_midgard_MP4;16;10;2 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_28_128_288_28_4_4_2_8_16_false_false_midgard_MP4;2;14;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_928_14_4_4_4_4_8_true_true_midgard_MP4;2;30;1 concatenate_width_x2_f32_288_28_32_28_midgard_MP4;10;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_64_192_28_4_4_4_2_true_midgard_MP4;4;3;2 convert_depth_up_f16_3_192_3_192_midgard_MP4;1;2;1 gemm_reshape_lhs_matrix_3d_f16_15360_13_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_5_512_2304_5_4_4_4_4_8_true_true_midgard_MP4;2;7;1 elementwise_operation_ADD_f16_64_56_saturate_nchw_midgard_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_1024_13_4_4_4_4_true_true_g76_MP4;2;6;1 activation_layer_f32_160_19_midgard_MP4;5;18;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_111_96_147_111_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_28_256_512_28_4_4_2_8_16_false_false_midgard_MP4;2;22;1 activation_layer_f16_144_28_midgard_MP4;3;14;1 winograd_output_transform_4x4_3x3_nhwc_f32_208_16_208_14_nhwc_midgard_MP4;20;1;1 strided_slice_f16_500_0_500_1_32_15_16_1_1_0_1_1_midgard_MP4;9;18;2 activation_layer_f32_832_14_midgard_MP4;13;7;1 elementwise_operation_ADD_f32_192_28_saturate_nchw_midgard_MP4;1;2;1 im2col3x3_nhwc_f16_1_288_3456_nhwc_g76_MP4;4;5;1 gemm_mm_reshaped_only_rhs_t_f32_49_512_256_36_4_4_4_2_true_midgard_MP4;29;13;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_273_512_19_4_4_4_4_8_true_true_midgard_MP4;2;16;1 winograd_output_transform_4x4_3x3_nhwc_f32_256_1024_256_128_nhwc_midgard_MP4;4;9;1 winograd_output_transform_4x4_3x3_nhwc_f16_224_16_224_14_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_2_24_256_2_4_4_4_1_1_true_true_midgard_MP4;3;1;1 fill_image_borders_constant_f32_192_56_constant_midgard_MP4;48;1;8 elementwise_operation_ADD_f16_512_38_saturate_nchw_midgard_MP4;2;2;1 activation_layer_f32_128_28_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_288_144_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_129_24_96_129_4_4_4_4_1_true_true_midgard_MP4;2;22;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_33_256_512_33_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_896_7_4_4_4_4_8_true_true_midgard_MP4;32;3;1 gemm_reshape_lhs_matrix_f16_2048_3_64_4_4_4_true_true_g76_MP4;2;2;1 convert_depth_up_f16_256_8_256_8_midgard_MP4;30;4;2 concatenate_width_x2_f16_832_7_32_7_midgard_MP4;27;3;1 activation_layer_f16_80_84_midgard_MP4;2;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_320_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 convert_depth_down_f32_32_16_32_16_midgard_MP4;2;3;1 gemm_reshape_lhs_matrix_f16_16384_27_1_4_4_4_true_true_g76_MP4;2;10;1 convert_depth_up_f16_1_256_1_256_midgard_MP4;1;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc512_10_10_1_1_nhwc_midgard_MP4;4;3;3 depthwise_convolution_3x3_nhwc_stride1_32_112_112_32_112_F32_g76_MP4;4;14;1 fill_image_borders_constant_f16_16_28_constant_midgard_MP4;11;9;3 activation_layer_f32_3_512_midgard_MP4;1;4;1 gemm_mm_reshaped_only_rhs_t_f32_4_384_192_36_4_4_4_2_true_midgard_MP4;4;1;3 fill_image_borders_constant_f16_128_14_constant_midgard_MP4;20;1;2 im2col3x3_nhwc_f32_1_2304_3456_nhwc_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f32_65536_3_1_4_2_8_false_false_g76_MP4;2;2;1 winograd_output_transform_2x1_7x1_nhwc_f16_160_190_160_19_nhwc_midgard_MP4;4;10;1 activation_layer_f16_416_28_midgard_MP4;2;1;5 gemm_reshape_lhs_matrix_3d_f32_15360_7_1_4_2_8_false_false_g76_MP4;2;2;1 pooling_layer_f32_nhwc_38_38_256_nhwc_g76_MP4;4;1;1 fill_image_borders_constant_f32_96_28_constant_midgard_MP4;12;1;7 fill_image_borders_constant_f32_192_35_constant_midgard_MP4;48;1;7 depthwise_convolution_3x3_nhwc_stride1_32_257_257_32_257_F16_g76_MP4;4;3;2 winograd_input_transform_1x2_1x7_stepz1_nhwc160_17_17_0_3_nhwc_midgard_MP4;4;5;3 elementwise_operation_ADD_f32_256_28_saturate_nchw_midgard_MP4;1;2;1 fill_image_borders_constant_f16_64_35_constant_midgard_MP4;8;1;11 concatenate_width_x2_f32_320_28_32_28_midgard_MP4;4;1;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_56_56_1_1_nhwc_midgard_MP4;4;1;3 activation_layer_f16_896_30_midgard_MP4;2;5;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_3_256_1152_3_4_4_2_1_16_false_false_midgard_MP4;3;1;1 winograd_input_transform_4x4_3x3_stepz1_nhwc256_3_3_1_1_nhwc_midgard_MP4;13;1;1 fill_image_borders_constant_f16_160_7_constant_midgard_MP4;20;1;1 im2col3x3_nhwc_f32_1_27_16384_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_96_384_19_4_4_4_4_8_true_true_midgard_MP4;2;6;1 activation_layer_f16_64_170_midgard_MP4;2;2;1 activation_layer_f16_512_10_midgard_MP4;2;1;10 gemm_mm_reshaped_lhs_t_rhs_nt_f16_36_128_64_36_4_4_4_4_8_true_true_midgard_MP4;2;10;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_576_64_64_64_4_4_4_4_8_true_true_midgard_MP4;2;8;1 activation_layer_f16_32_288_midgard_MP4;2;18;1 activation_layer_f16_544_14_midgard_MP4;2;1;2 elementwise_operation_ADD_f16_24_129_saturate_nhwc_midgard_MP4;1;3;1 gemm_reshape_lhs_matrix_f16_13824_23_1_4_4_4_true_true_g76_MP4;2;4;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_256_1024_14_4_4_2_8_16_false_false_midgard_MP4;2;22;1 winograd_input_transform_4x4_3x3_stepz1_nhwc96_14_14_1_1_nhwc_midgard_MP4;14;4;4 gemm_mm_reshaped_lhs_t_rhs_nt_f16_49_192_48_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 activation_layer_f16_4_128_midgard_MP4;1;2;10 im2col_generic_nhwc_f32_1_2048_256_nhwc_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_112_96_16_112_4_4_4_4_8_true_true_midgard_MP4;2;20;1 elementwise_operation_ADD_f16_736_7_saturate_nchw_midgard_MP4;1;1;4 winograd_output_transform_4x4_3x3_nhwc_f32_256_16_256_14_nhwc_midgard_MP4;4;11;1 pooling_layer_f32_nhwc_9_9_1280_nhwc_g76_MP4;10;9;3 depthwise_convolution_3x3_nhwc_512_19_19_512_10_F16_g76_MP4;4;10;2 gemm_reshape_lhs_matrix_f16_2048_1_36_4_4_4_true_true_g76_MP4;2;2;1 depthwise_convolution_3x3_nhwc_64_256_256_64_128_F16_g76_MP4;4;10;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_16_64_2048_16_4_4_4_4_8_true_true_midgard_MP4;2;10;1 activation_layer_f32_32_28_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_54_64_363_54_4_4_4_4_8_true_true_midgard_MP4;2;8;1 elementwise_operation_ADD_f16_448_28_saturate_nchw_midgard_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_768_1_36_4_4_1_true_true_g76_MP4;4;1;3 concatenate_width_x2_f16_640_7_32_7_midgard_MP4;3;7;18 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_38_32_192_38_4_4_4_4_8_true_true_midgard_MP4;2;4;1 fill_image_borders_constant_f16_64_54_constant_midgard_MP4;40;1;1 convert_depth_up_f16_3_26_3_26_midgard_MP4;1;8;6 im2col3x3_nhwc_f16_1_2304_49_nhwc_g76_MP4;4;7;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_128_128_56_4_4_4_2_true_midgard_MP4;8;6;2 winograd_input_transform_4x4_3x3_stepz1_nhwc80_84_84_0_0_nhwc_midgard_MP4;4;1;1 activation_layer_f32_640_14_midgard_MP4;2;9;1 gemm_reshape_lhs_matrix_3d_f32_23552_2_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_143_32_128_95_4_4_4_2_true_midgard_MP4;2;2;11 im2col3x3_nhwc_f16_1_27_12769_nhwc_g76_MP4;9;18;1 activation_layer_f32_576_14_midgard_MP4;9;10;1 activation_layer_f16_32_384_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_13_192_48_13_4_4_4_4_8_true_true_midgard_MP4;2;4;1 depthwise_convolution_3x3_nhwc_144_56_56_144_28_F32_g76_MP4;4;14;1 winograd_output_transform_4x4_3x3_nhwc_f16_24_1_24_1_nhwc_midgard_MP4;49;1;7 activation_layer_f16_768_14_midgard_MP4;3;6;1 depthwise_convolution_3x3_nhwc_144_56_56_144_28_F16_g76_MP4;38;4;1 winograd_input_transform_4x4_5x5_stepz1_nhwc64_1_1_2_2_nhwc_midgard_MP4;6;8;2 convert_depth_down_f32_3_227_3_227_midgard_MP4;1;2;1 activation_layer_f16_256_8_midgard_MP4;1;22;1 activation_layer_f32_96_17_midgard_MP4;3;2;3 pooling_layer_f16_nhwc_19_19_288_nhwc_g76_MP4;3;1;1 activation_layer_f16_512_36_midgard_MP4;2;2;5 winograd_input_transform_4x4_3x3_stepz1_nhwc96_35_35_1_1_nhwc_midgard_MP4;4;5;1 im2col9x9_nhwc_f32_1_243_24576_nhwc_g76_MP4;2;2;1 concatenate_width_x2_f16_960_7_32_7_midgard_MP4;34;2;5 gemm_reshape_lhs_matrix_3d_f16_1024_46_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_1024_13_36_4_4_4_true_true_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_208_16_208_14_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_128_64_27_128_4_4_4_2_true_midgard_MP4;2;10;1 activation_layer_f16_384_33_midgard_MP4;3;15;1 gemm_reshape_lhs_matrix_3d_f32_26624_7_1_4_2_8_false_false_g76_MP4;2;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_96_96_1_1_nhwc_midgard_MP4;8;3;5 convert_depth_down_f32_256_4_256_4_midgard_MP4;9;3;2 fill_image_borders_constant_f16_1024_19_constant_midgard_MP4;64;1;1 pooling_layer_f16_nhwc_40_40_288_nhwc_g76_MP4;2;5;6 activation_layer_f16_64_128_midgard_MP4;8;8;6 elementwise_operation_ADD_f32_576_14_saturate_nchw_midgard_MP4;1;1;2 winograd_output_transform_4x4_3x3_nhwc_f16_128_216_128_72_nhwc_midgard_MP4;4;10;1 activation_layer_f16_896_7_midgard_MP4;2;1;5 convert_depth_up_f16_3_31_3_31_midgard_MP4;53;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_40_48_256_40_4_4_4_4_8_true_true_midgard_MP4;2;10;1 fill_image_borders_constant_f32_256_72_constant_midgard_MP4;56;1;6 fill_image_borders_constant_f32_528_14_constant_midgard_MP4;44;1;7 gemm_reshape_lhs_matrix_f16_2048_512_1_4_4_8_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_35_48_192_35_4_4_4_4_8_true_true_midgard_MP4;2;10;1 elementwise_operation_ADD_f16_32_56_saturate_nhwc_midgard_MP4;2;1;1 concatenate_width_x2_f16_544_7_32_7_midgard_MP4;2;4;5 winograd_output_transform_4x4_3x3_nhwc_f16_320_4_320_7_nhwc_midgard_MP4;10;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_144_32_288_96_4_4_4_4_8_true_true_midgard_MP4;2;22;1 gemm_reshape_lhs_matrix_f32_82944_12_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_16_160_672_16_4_4_4_4_8_true_true_midgard_MP4;2;4;1 elementwise_operation_ADD_f32_512_38_saturate_nchw_midgard_MP4;1;2;1 activation_layer_f16_192_19_midgard_MP4;3;1;15 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_640_7_4_4_4_4_8_true_true_midgard_MP4;32;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_1792_384_14_4_4_4_4_8_true_true_midgard_MP4;2;32;1 pooling_layer_f32_nhwc_28_28_128_nhwc_g76_MP4;2;2;1 elementwise_operation_ADD_f16_704_7_saturate_nchw_midgard_MP4;29;3;3 elementwise_operation_ADD_f16_128_28_saturate_nchw_midgard_MP4;1;4;1 no_config_idreverse_f16_64_4_4_midgard_MP4;32;3;4 concatenate_width_x2_f16_352_14_32_14_midgard_MP4;6;7;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_96_384_32_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_256_128_14_4_4_4_4_8_true_true_midgard_MP4;2;20;1 gemm_reshape_lhs_matrix_3d_f16_512_4096_1_4_4_4_true_true_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_2048_46_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_32_256_28_4_4_4_4_8_true_true_midgard_MP4;2;26;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_40_48_192_40_4_4_4_4_8_true_true_midgard_MP4;2;10;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_216_64_72_nhwc_midgard_MP4;4;9;1 concatenate_width_x2_f16_672_7_32_7_midgard_MP4;39;4;1 gemm_reshape_lhs_matrix_3d_f16_256_400_1_4_4_4_true_true_g76_MP4;2;6;1 gemm_reshape_lhs_matrix_3d_f16_9216_13_1_4_4_4_true_true_g76_MP4;2;14;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_143_128_32_95_4_4_4_4_8_true_true_midgard_MP4;2;16;1 concatenate_width_x2_f16_384_14_32_14_midgard_MP4;26;2;3 gemm_reshape_lhs_matrix_f16_512_36_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_9_320_2048_9_4_4_2_8_16_false_false_midgard_MP4;2;31;1 concatenate_width_x2_f16_192_14_192_14_midgard_MP4;26;7;2 activation_layer_f16_256_33_midgard_MP4;2;5;2 concatenate_width_x2_f16_704_14_32_14_midgard_MP4;49;7;1 flatten_f32_4096_1_1_4096_1_midgard_MP4;1;20;4 pooling_layer_f16_nhwc_143_95_64_nhwc_g76_MP4;2;2;1 concatenate_width_x2_f16_640_14_32_14_midgard_MP4;47;7;1 gemm_reshape_lhs_matrix_3d_f16_2048_850_1_4_4_4_true_true_g76_MP4;4;1;1 gemm_mm_reshaped_only_rhs_t_f32_784_128_128_36_4_4_4_2_true_midgard_MP4;2;8;1 activation_layer_f16_96_111_midgard_MP4;3;6;1 gemm_reshape_lhs_matrix_3d_f16_20480_4_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_512_3_64_512_4_4_4_8_1_true_true_midgard_MP4;1;4;1 gemm_reshape_lhs_matrix_3d_f16_6144_46_1_4_4_4_true_true_g76_MP4;2;8;1 gemm_reshape_lhs_matrix_f16_36864_216_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_576_32_64_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 elementwise_operation_SUB_f16_1_500_saturate_nchw_midgard_MP4;1;4;1 gemm_reshape_lhs_matrix_3d_f16_512_1407_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_reshape_lhs_matrix_3d_f16_3072_100_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_4096_46_1_4_4_4_true_true_g76_MP4;2;2;1 elementwise_operation_ADD_f32_512_28_saturate_nchw_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_19_128_768_19_4_4_2_8_16_false_false_midgard_MP4;2;16;1 concatenate_width_x2_f32_320_14_32_14_midgard_MP4;10;1;1 gemm_reshape_lhs_matrix_3d_f32_40960_3_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_75_256_64_75_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_reshape_lhs_matrix_f32_1536_7_6_4_2_1_false_false_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4096_32_32_36_4_4_4_4_8_true_true_midgard_MP4;2;6;2 elementwise_operation_ADD_f16_480_28_saturate_nchw_midgard_MP4;3;1;1 activation_layer_f32_160_14_midgard_MP4;5;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_38_128_256_38_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_mm_reshaped_only_rhs_t_f32_256_192_192_36_4_4_4_2_true_midgard_MP4;2;2;2 fill_image_borders_constant_f32_192_82_constant_midgard_MP4;16;1;11 depthwise_convolution_3x3_nhwc_192_28_28_192_14_F16_g76_MP4;4;9;3 convert_depth_down_f32_3_1_3_1_midgard_MP4;6;1;8 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_96_192_28_4_4_4_2_true_midgard_MP4;14;4;1 activation_layer_f32_704_7_midgard_MP4;11;4;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_512_7_4_4_2_8_16_false_false_midgard_MP4;2;12;1 pooling_layer_f32_nhwc_36_24_256_nhwc_g76_MP4;3;1;1 gemm_reshape_lhs_matrix_3d_f16_16384_54_1_4_4_4_true_true_g76_MP4;2;4;1 fill_image_borders_constant_f32_64_75_constant_midgard_MP4;36;1;5 winograd_output_transform_1x2_1x7_nhwc_f16_192_190_192_19_nhwc_midgard_MP4;4;10;1 pooling_layer_f16_nhwc_35_35_192_nhwc_g76_MP4;3;1;1 winograd_output_transform_2x1_7x1_nhwc_f32_192_190_192_19_nhwc_midgard_MP4;4;8;1 winograd_output_transform_1x2_1x7_nhwc_f32_192_190_192_19_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_149_32_27_149_4_4_4_4_8_true_true_midgard_MP4;2;24;1 strided_slice_f16_500_0_500_1_32_0_1_1_1_0_1_1_midgard_MP4;39;1;1 depthwise_convolution_3x3_nhwc_64_150_150_64_75_F32_g76_MP4;4;8;3 concatenate_width_x2_f32_384_14_32_14_midgard_MP4;2;1;2 concatenate_width_x2_f16_448_28_32_28_midgard_MP4;30;2;3 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_14_576_96_14_4_4_4_2_true_midgard_MP4;2;2;8 im2col3x3_nhwc_f16_1_9_65536_nhwc_g76_MP4;1;2;1 activation_layer_f32_320_28_midgard_MP4;5;1;1 activation_layer_f32_320_7_midgard_MP4;9;1;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_21_256_32_4_4_4_4_1_true_true_midgard_MP4;1;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_16_192_28_4_4_4_4_1_true_true_midgard_MP4;2;6;1 depthwise_convolution_3x3_nhwc_stride1_32_256_256_32_256_F16_g76_MP4;4;4;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_35_256_320_35_4_4_4_4_8_true_true_midgard_MP4;2;24;1 elementwise_operation_ADD_f32_1792_14_saturate_nhwc_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_65_32_192_65_4_4_4_4_8_true_true_midgard_MP4;2;24;1 activation_layer_f16_192_28_midgard_MP4;3;14;1 fill_image_borders_constant_f32_384_9_constant_midgard_MP4;40;1;6 winograd_input_transform_4x4_3x3_stepz1_nhwc64_192_192_1_1_nhwc_midgard_MP4;8;5;1 pooling_layer_f16_nhwc_8_8_768_nhwc_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_1024_441_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_512_512_36_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_reshape_lhs_matrix_3d_f16_5120_7_1_4_4_4_true_true_g76_MP4;2;24;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_61_256_96_61_4_4_4_2_true_midgard_MP4;16;4;6 gemm_mm_reshaped_lhs_t_rhs_nt_f16_144_64_64_64_4_4_4_4_8_true_true_midgard_MP4;2;6;2 fill_image_borders_constant_f32_1280_7_constant_midgard_MP4;40;1;1 convert_depth_down_f32_16_32_16_32_midgard_MP4;8;2;9 gemm_reshape_lhs_matrix_3d_f16_2560_64_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_192_832_7_4_4_4_4_8_true_true_midgard_MP4;48;1;1 concatenate_width_x2_f16_992_7_32_7_midgard_MP4;57;1;6 fill_image_borders_constant_f16_384_9_constant_midgard_MP4;24;1;3 winograd_input_transform_1x4_1x3_stepz1_nhwc384_9_9_0_1_nhwc_midgard_MP4;4;7;3 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_48_16_36_4_4_4_4_8_true_true_midgard_MP4;2;2;5 fill_image_borders_constant_f16_3_1152_constant_midgard_MP4;5;1;32 fill_image_borders_constant_f16_32_28_constant_midgard_MP4;1;14;20 activation_layer_f16_32_144_midgard_MP4;2;3;3 gemm_mm_reshaped_lhs_t_rhs_nt_f16_3456_32_32_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_450_128_128_8_4_4_4_4_8_true_true_midgard_MP4;2;6;2 im2col3x3_nhwc_f16_1_27_65536_nhwc_g76_MP4;2;1;1 gemm_reshape_lhs_matrix_3d_f16_2048_13_1_4_4_4_true_true_g76_MP4;2;12;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_14_1024_256_14_4_4_4_2_true_midgard_MP4;2;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_96_32_2592_96_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_256_1024_14_4_4_4_4_8_true_true_midgard_MP4;2;10;1 activation_layer_f16_576_32_midgard_MP4;9;2;1 elementwise_operation_MAX_f32_128_8_midgard_MP4;5;5;5 fill_image_borders_constant_f16_80_84_constant_midgard_MP4;56;1;3 winograd_output_transform_4x4_3x3_nhwc_f32_256_196_256_56_nhwc_midgard_MP4;4;4;1 pooling_layer_f32_nhwc_19_19_768_nhwc_g76_MP4;24;4;4 activation_layer_f32_864_7_midgard_MP4;3;7;2 fill_image_borders_constant_f32_1792_14_constant_midgard_MP4;24;1;7 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_128_128_28_4_4_4_2_true_midgard_MP4;2;7;2 winograd_output_transform_4x4_3x3_nhwc_f32_512_9_512_10_nhwc_midgard_MP4;64;3;1 activation_layer_f16_24_14_midgard_MP4;1;4;3 concatenate_width_x2_f32_864_14_32_14_midgard_MP4;9;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_10_24_1024_10_4_4_2_8_1_false_false_midgard_MP4;2;18;1 depthwise_convolution_3x3_nhwc_stride1_960_10_10_960_10_F16_g76_MP4;30;5;1 activation_layer_f16_192_64_midgard_MP4;3;6;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_960_14_4_4_4_4_8_true_true_midgard_MP4;2;26;1 gemm_reshape_lhs_matrix_3d_f16_12288_23_1_4_4_4_true_true_g76_MP4;2;4;1 winograd_output_transform_1x2_1x7_nhwc_f16_128_190_128_19_nhwc_midgard_MP4;4;10;1 winograd_input_transform_4x4_3x3_stepz1_nhwc48_28_28_1_1_nhwc_midgard_MP4;1;9;22 gemm_mm_reshaped_lhs_t_rhs_nt_f16_81_96_64_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_1024_512_10_4_4_4_4_8_true_true_midgard_MP4;2;22;1 fill_image_borders_constant_f16_576_32_constant_midgard_MP4;20;1;2 gemm_mm_reshaped_only_rhs_t_f32_81_64_48_64_4_4_4_2_true_midgard_MP4;2;15;1 gemm_reshape_lhs_matrix_3d_f16_6144_64_1_4_4_4_true_true_g76_MP4;2;10;1 activation_layer_f32_256_14_midgard_MP4;2;3;7 winograd_output_transform_4x4_3x3_nhwc_f32_288_16_288_14_nhwc_midgard_MP4;36;4;1 elementwise_operation_DIV_f16_1_500_midgard_MP4;1;5;1 fill_image_borders_constant_f16_2048_9_constant_midgard_MP4;32;1;1 elementwise_operation_ADD_f16_512_28_saturate_nhwc_midgard_MP4;3;1;1 convert_depth_down_f32_1_256_1_256_midgard_MP4;1;3;1 concatenate_width_x4_f32_320_8_768_8_768_8_192_8_midgard_MP4;64;2;1 gemm_reshape_lhs_matrix_f16_27648_6_1_4_4_4_true_true_g76_MP4;2;10;1 fill_image_borders_constant_f16_32_255_constant_midgard_MP4;33;1;5 gemm_mm_reshaped_only_rhs_t_f32_4_32_128_36_4_4_4_2_true_midgard_MP4;6;1;19 convert_depth_up_f16_21_600_21_600_midgard_MP4;2;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_64_32_192_64_4_4_4_4_8_true_true_midgard_MP4;2;22;1 fill_image_borders_constant_f16_128_112_constant_midgard_MP4;16;1;11 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_288_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_only_rhs_t_f32_100_64_48_64_4_4_4_2_true_midgard_MP4;2;14;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_512_1024_14_4_4_2_8_16_false_false_midgard_MP4;2;30;1 activation_layer_f16_384_30_midgard_MP4;3;30;1 winograd_output_transform_4x4_5x5_nhwc_f16_3_9216_3_384_nhwc_midgard_MP4;6;2;9 im2col_generic_nhwc_f32_1_64_16384_nhwc_g76_MP4;2;1;1 fill_image_borders_constant_f16_256_56_constant_midgard_MP4;8;1;5 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_896_7_4_4_2_8_16_false_false_midgard_MP4;2;12;1 fill_image_borders_constant_f32_32_147_constant_midgard_MP4;52;1;7 winograd_output_transform_4x4_3x3_nhwc_f16_64_196_64_56_nhwc_midgard_MP4;4;10;1 activation_layer_f16_224_8_midgard_MP4;1;5;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_1000_512_1_1_2_8_500_true_midgard_MP4;3;1;1 concatenate_width_x2_f16_128_56_32_56_midgard_MP4;5;8;2 activation_layer_f16_256_36_midgard_MP4;2;10;1 activation_layer_f16_128_30_midgard_MP4;2;15;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_80_240_32_4_4_4_4_8_true_true_midgard_MP4;2;4;1 elementwise_operation_ADD_f32_736_7_saturate_nchw_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_384_1280_8_4_4_4_4_8_true_true_midgard_MP4;24;16;1 elementwise_operation_ADD_f16_1024_10_saturate_nhwc_midgard_MP4;3;1;1 gemm_reshape_lhs_matrix_3d_f16_15872_13_1_4_4_4_true_true_g76_MP4;2;10;1 depthwise_convolution_3x3_nhwc_stride1_1024_10_10_1024_10_F16_g76_MP4;4;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_384_2592_19_4_4_4_4_8_true_true_midgard_MP4;2;20;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_49_512_256_36_4_4_4_4_8_true_true_midgard_MP4;2;13;1 fill_image_borders_constant_f32_64_72_constant_midgard_MP4;8;1;8 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_38_128_512_38_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_reshape_lhs_matrix_3d_f32_11264_25_1_4_2_8_false_false_g76_MP4;2;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc256_2_2_1_1_nhwc_midgard_MP4;56;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_61_192_256_61_4_4_4_2_true_midgard_MP4;32;1;4 fill_image_borders_constant_f16_256_61_constant_midgard_MP4;39;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_143_128_64_95_4_4_4_4_8_true_true_midgard_MP4;2;12;1 elementwise_operation_ADD_f16_256_14_saturate_nchw_midgard_MP4;2;1;6 concatenate_width_x2_f16_416_28_32_28_midgard_MP4;14;6;1 fill_image_borders_constant_f16_32_384_constant_midgard_MP4;64;1;6 elementwise_operation_ADD_f32_800_7_saturate_nchw_midgard_MP4;2;1;1 elementwise_operation_ADD_f16_256_38_saturate_nchw_midgard_MP4;2;2;1 concatenate_width_x2_f16_768_14_32_14_midgard_MP4;50;7;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_288_2304_8_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_f32_9216_108_1_4_2_8_false_false_g76_MP4;2;2;1 fill_image_borders_constant_f32_64_150_constant_midgard_MP4;47;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_2_64_256_2_4_4_4_1_8_true_true_midgard_MP4;52;5;1 activation_layer_f32_192_28_midgard_MP4;3;14;1 gemm_reshape_lhs_matrix_3d_f16_8704_13_1_4_4_4_true_true_g76_MP4;2;4;1 gemm_reshape_lhs_matrix_3d_f32_10240_25_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_14336_4_1_4_4_4_true_true_g76_MP4;2;13;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_84_80_64_84_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_f32_36864_7_1_4_2_8_false_false_g76_MP4;2;2;1 activation_layer_f16_144_14_midgard_MP4;3;3;1 elementwise_operation_ADD_f32_1024_19_saturate_nchw_midgard_MP4;2;1;1 convert_depth_up_f16_4_1917_4_1917_midgard_MP4;1;2;1 gemm_mm_reshaped_only_rhs_t_f32_81_96_64_36_4_4_4_2_true_midgard_MP4;2;11;1 activation_layer_f32_128_36_midgard_MP4;2;11;1 depthwise_convolution_3x3_nhwc_stride1_256_28_28_256_28_F16_g76_MP4;4;8;2 elementwise_operation_ADD_f16_96_32_saturate_nhwc_midgard_MP4;3;1;1 fill_image_borders_constant_f16_128_50_constant_midgard_MP4;32;1;5 gemm_reshape_lhs_matrix_3d_f16_4096_196_1_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_replicate_f16_1_128_replicate_midgard_MP4;5;1;1 activation_layer_f32_2048_7_midgard_MP4;2;5;1 activation_layer_f16_992_14_midgard_MP4;2;11;1 winograd_output_transform_1x2_1x7_nhwc_f16_160_190_160_19_nhwc_midgard_MP4;4;10;1 activation_layer_f32_32_112_midgard_MP4;2;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_49_96_32_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 activation_layer_f16_736_14_midgard_MP4;2;5;2 activation_layer_f32_352_14_midgard_MP4;11;7;1 gemm_reshape_lhs_matrix_3d_f32_16384_25_1_4_2_8_false_false_g76_MP4;2;2;1 pooling_layer_f32_nhwc_143_95_64_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_9216_32_64_64_4_4_4_4_8_true_true_midgard_MP4;2;2;2 gemm_reshape_lhs_matrix_3d_f16_1024_13_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_2048_1_36_4_4_1_true_true_g76_MP4;32;1;10 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_320_960_10_4_4_4_4_8_true_true_midgard_MP4;2;28;1 concatenate_width_x2_f16_224_28_32_28_midgard_MP4;2;20;1 activation_layer_f16_32_40_midgard_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_3584_196_1_4_4_4_true_true_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_512_4_512_7_nhwc_midgard_MP4;34;2;1 im2col3x3_nhwc_f16_1_27_65025_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_only_rhs_t_f32_153_192_160_8_4_4_4_2_true_midgard_MP4;2;4;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_128_256_28_4_4_4_2_true_midgard_MP4;2;7;2 activation_layer_f16_64_512_midgard_MP4;2;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_512_512_14_4_4_4_4_8_true_true_midgard_MP4;2;22;1 activation_layer_f32_1280_7_midgard_MP4;5;4;1 elementwise_operation_ADD_f32_480_14_saturate_nchw_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_32_832_7_4_4_4_4_8_true_true_midgard_MP4;8;11;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_640_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_reshape_lhs_matrix_f16_1024_576_64_4_4_4_true_true_g76_MP4;4;1;1 elementwise_operation_ADD_f32_512_36_saturate_nhwc_midgard_MP4;2;1;1 activation_layer_f16_384_32_midgard_MP4;2;22;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_64_8_64_64_4_4_2_8_1_false_false_midgard_MP4;2;6;1 activation_layer_f16_96_112_midgard_MP4;3;7;1 winograd_output_transform_4x4_3x3_nhwc_f16_192_441_192_82_nhwc_midgard_MP4;4;10;1 concatenate_width_x2_f16_128_30_128_30_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_672_7_4_4_4_4_8_true_true_midgard_MP4;18;12;1 gemm_reshape_lhs_matrix_f16_2048_128_36_4_4_8_true_true_g76_MP4;4;1;1 concatenate_width_x4_f32_192_19_192_19_192_19_192_19_midgard_MP4;1;3;27 gemm_reshape_lhs_matrix_3d_f32_40960_2_1_4_2_8_false_false_g76_MP4;2;2;1 im2col_generic_nhwc_f16_1_1024_1024_nhwc_g76_MP4;4;4;1 gemm_reshape_lhs_matrix_3d_f16_13824_4_1_4_4_4_true_true_g76_MP4;2;13;1 winograd_output_transform_4x1_3x1_nhwc_f16_224_16_224_8_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_1849_32_32_36_4_4_4_4_8_true_true_midgard_MP4;2;6;2 winograd_input_transform_4x4_5x5_stepz1_nhwc32_384_384_2_2_nhwc_midgard_MP4;4;3;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_128_28_4_4_4_4_8_true_true_midgard_MP4;2;22;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_512_1024_7_4_4_4_4_8_true_true_midgard_MP4;2;7;1 gemm_reshape_lhs_matrix_3d_f16_1536_233_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_512_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 depthwise_convolution_3x3_nhwc_stride1_32_150_150_32_150_F16_g76_MP4;4;5;2 gemm_reshape_lhs_matrix_3d_f32_31744_7_1_4_2_8_false_false_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_32_1369_32_147_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_153_128_128_8_4_4_4_4_8_true_true_midgard_MP4;2;6;2 convert_depth_up_f16_3_1_3_1_midgard_MP4;3;5;22 im2col3x3_nhwc_f32_1_288_3456_nhwc_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_30_256_896_30_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_800_14_4_4_4_4_8_true_true_midgard_MP4;2;30;1 convert_depth_up_f16_256_32_256_32_midgard_MP4;2;1;1 concatenate_width_x2_f32_896_7_32_7_midgard_MP4;2;18;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_129_144_24_129_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_3d_f32_30720_7_1_4_2_8_false_false_g76_MP4;2;2;1 pooling_layer_f16_nhwc_28_28_192_nhwc_g76_MP4;3;1;1 gemm_reshape_lhs_matrix_3d_f16_512_91_1_4_4_4_true_true_g76_MP4;2;2;1 im2col3x3_nhwc_f16_1_1152_361_nhwc_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_96_384_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_72_48_1_1_nhwc_midgard_MP4;4;1;1 activation_layer_f32_256_28_midgard_MP4;2;7;3 fill_image_borders_constant_f16_288_40_constant_midgard_MP4;20;1;2 winograd_input_transform_1x2_1x7_stepz1_nhwc128_30_30_0_3_nhwc_midgard_MP4;4;8;1 gemm_reshape_lhs_matrix_f16_41472_576_1_4_4_4_true_true_g76_MP4;2;2;1 elementwise_operation_ADD_f16_192_56_saturate_nchw_midgard_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_13824_19_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_reshape_lhs_matrix_3d_f16_256_190_1_4_4_4_true_true_g76_MP4;6;5;11 pooling_layer_f16_nhwc_40_40_256_nhwc_g76_MP4;2;5;7 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_128_192_56_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_100_64_48_64_4_4_4_4_8_true_true_midgard_MP4;2;2;2 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_144_32_288_96_4_4_2_8_1_false_false_midgard_MP4;2;32;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_19_384_2592_19_4_4_2_8_16_false_false_midgard_MP4;2;24;1 winograd_output_transform_4x4_3x3_nhwc_f16_32_4_32_7_nhwc_midgard_MP4;10;1;1 winograd_output_transform_4x4_5x5_nhwc_f16_192_49_192_26_nhwc_midgard_MP4;4;10;1 fill_image_borders_constant_f32_64_112_constant_midgard_MP4;44;1;2 activation_layer_f16_32_172_midgard_MP4;2;21;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_55_16_96_55_4_4_4_4_1_true_true_midgard_MP4;1;24;1 concatenate_width_x2_f32_256_14_32_14_midgard_MP4;9;1;1 fill_image_borders_constant_f16_1024_14_constant_midgard_MP4;32;1;2 winograd_input_transform_4x4_3x3_stepz1_nhwc448_9_9_1_1_nhwc_midgard_MP4;24;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_256_1024_10_4_4_4_4_8_true_true_midgard_MP4;2;14;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_35_64_192_35_4_4_4_4_8_true_true_midgard_MP4;2;10;1 activation_layer_f16_192_14_midgard_MP4;3;3;2 gemm_reshape_lhs_matrix_f16_4096_13_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_2944_64_1_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f16_64_72_constant_midgard_MP4;46;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_9_384_2048_9_4_4_2_8_16_false_false_midgard_MP4;2;26;1 elementwise_operation_ADD_f32_352_14_saturate_nchw_midgard_MP4;1;3;1 winograd_output_transform_4x4_3x3_nhwc_f16_24_1_24_3_nhwc_midgard_MP4;3;4;8 pooling_layer_f16_nhwc_26_26_64_nhwc_g76_MP4;2;3;1 activation_layer_f32_192_8_midgard_MP4;3;4;5 gemm_reshape_lhs_matrix_3d_f16_3072_91_1_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f16_64_36_midgard_MP4;2;9;1 concatenate_width_x2_f16_128_28_32_28_midgard_MP4;10;17;1 gemm_reshape_lhs_matrix_f16_256_4_36_4_4_4_true_true_g76_MP4;2;2;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_38_192_32_38_4_4_4_4_8_true_true_midgard_MP4;2;20;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_72_128_64_48_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_reshape_lhs_matrix_f16_448_1849_1_4_4_4_true_true_g76_MP4;1;10;1 convert_depth_up_f16_16_4_16_4_midgard_MP4;1;2;24 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_160_528_14_4_4_2_8_16_false_false_midgard_MP4;2;12;1 gemm_reshape_lhs_matrix_3d_f16_9216_4_1_4_4_4_true_true_g76_MP4;36;7;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_72_64_128_48_4_4_4_2_true_midgard_MP4;2;24;1 gemm_mm_reshaped_only_rhs_t_f32_4_128_48_36_4_4_4_2_true_midgard_MP4;25;1;6 concatenate_width_x4_f32_192_14_208_14_48_14_64_14_midgard_MP4;2;23;8 activation_layer_f32_128_19_midgard_MP4;2;7;3 gemm_reshape_lhs_matrix_f16_9216_91_1_4_4_4_true_true_g76_MP4;2;4;1 winograd_output_transform_4x4_3x3_nhwc_f16_24_9_24_10_nhwc_midgard_MP4;2;12;5 activation_layer_f16_96_28_midgard_MP4;3;7;2 gemm_reshape_lhs_matrix_3d_f16_12800_4_1_4_4_4_true_true_g76_MP4;2;13;1 gemm_reshape_lhs_matrix_f16_1024_79_64_4_4_8_true_true_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_384_3_16_384_4_4_4_8_1_true_true_midgard_MP4;1;3;1 fill_image_borders_constant_f32_96_40_constant_midgard_MP4;4;1;8 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_448_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 activation_layer_f32_1024_7_midgard_MP4;63;3;2 pooling_layer_f16_nhwc_30_30_256_nhwc_g76_MP4;2;2;1 fill_image_borders_constant_f16_256_17_constant_midgard_MP4;16;1;10 activation_layer_f32_96_56_midgard_MP4;3;7;1 im2col_generic_nhwc_f16_1_256_49_nhwc_g76_MP4;8;10;1 gemm_reshape_lhs_matrix_f32_73728_4_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_3904_9216_1_4_4_4_true_true_g76_MP4;1;4;1 gemm_reshape_lhs_matrix_f16_4608_864_1_4_4_4_true_true_g76_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_33_64_192_33_4_4_4_4_8_true_true_midgard_MP4;2;12;1 elementwise_operation_ADD_f16_416_28_saturate_nchw_midgard_MP4;2;1;2 concatenate_width_x2_f32_160_56_32_56_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_f16_512_116_36_4_4_4_true_true_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_40_48_288_40_4_4_4_4_8_true_true_midgard_MP4;2;10;1 winograd_output_transform_4x4_3x3_nhwc_f16_24_4_24_5_nhwc_midgard_MP4;12;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_160_528_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_reshape_lhs_matrix_f16_512_36_64_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_256_128_28_4_4_4_2_true_midgard_MP4;2;1;8 gemm_mm_reshaped_lhs_t_rhs_nt_f16_9_384_448_36_4_4_4_1_8_true_true_midgard_MP4;4;3;2 strided_slice_f16_500_0_500_1_32_18_19_1_1_0_1_1_midgard_MP4;6;1;1 concatenate_width_x4_f16_384_7_384_7_128_7_128_7_midgard_MP4;16;7;1 elementwise_operation_ADD_f32_384_28_saturate_nchw_midgard_MP4;1;2;1 activation_layer_f32_512_19_midgard_MP4;2;5;1 fft_radix_5_axis_1_f32_200_140_midgard_MP4;20;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_736_14_4_4_4_4_8_true_true_midgard_MP4;2;26;1 gemm_reshape_lhs_matrix_f32_1792_3_36_4_2_1_false_false_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_7680_13_1_4_4_4_true_true_g76_MP4;2;6;1 winograd_output_transform_4x4_3x3_nhwc_f32_256_54_256_36_nhwc_midgard_MP4;4;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_40_64_256_40_4_4_4_4_8_true_true_midgard_MP4;2;10;1 activation_layer_f16_144_65_midgard_MP4;9;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_24_128_1_1_2_8_12_true_midgard_MP4;10;1;24 fft_scale_conj_f32_200_140_midgard_MP4;10;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_61_256_96_61_4_4_4_4_8_true_true_midgard_MP4;2;12;1 winograd_output_transform_4x4_3x3_nhwc_f16_256_64_256_30_nhwc_midgard_MP4;4;10;1 concatenate_width_x2_f32_960_14_32_14_midgard_MP4;11;1;1 strided_slice_f16_500_0_500_1_32_26_27_1_1_0_1_1_midgard_MP4;6;2;9 activation_layer_f32_32_170_midgard_MP4;8;24;2 gemm_mm_reshaped_lhs_nt_rhs_t_f32_4096_1_64_36_4_2_8_16_1_true_false_midgard_MP4;2;23;1 pooling_layer_f32_nhwc_1_1_2048_nhwc_g76_MP4;12;1;1 elementwise_operation_ADD_f32_256_14_saturate_nchw_midgard_MP4;1;3;1 activation_layer_f16_736_7_midgard_MP4;12;8;2 fill_image_borders_constant_f16_256_2_constant_midgard_MP4;56;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_64_256_56_4_4_4_2_true_midgard_MP4;4;1;23 winograd_input_transform_4x4_5x5_stepz1_nhwc64_48_48_2_2_nhwc_midgard_MP4;8;1;9 activation_layer_f32_1024_36_midgard_MP4;2;1;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_24_96_56_4_4_4_2_true_midgard_MP4;2;5;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_35_32_192_35_4_4_4_2_true_midgard_MP4;4;6;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_64_16_56_4_4_4_4_8_true_true_midgard_MP4;2;20;1 fill_image_borders_constant_f32_32_7_constant_midgard_MP4;30;4;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_1152_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_928_7_4_4_2_8_16_false_false_midgard_MP4;2;12;1 fill_image_borders_constant_f16_64_40_constant_midgard_MP4;36;1;5 gemm_reshape_lhs_matrix_f16_2560_12_8_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_416_14_4_4_4_4_8_true_true_midgard_MP4;2;30;1 fill_image_borders_constant_f16_576_19_constant_midgard_MP4;32;1;12 concatenate_width_x4_f32_128_28_192_28_96_28_64_28_midgard_MP4;20;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_64_256_28_4_4_4_2_true_midgard_MP4;4;6;1 activation_layer_f16_32_55_midgard_MP4;2;21;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_64_384_14_4_4_2_8_16_false_false_midgard_MP4;2;8;1 im2col3x3_nhwc_f16_1_27_16384_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_only_rhs_t_f32_864_32_32_36_4_4_4_2_true_midgard_MP4;2;24;1 im2col3x3_nhwc_f16_1_1728_81_nhwc_g76_MP4;4;1;1 activation_layer_f16_192_9_midgard_MP4;2;7;5 gemm_reshape_lhs_matrix_3d_f16_10240_4_1_4_4_4_true_true_g76_MP4;20;7;1 fill_image_borders_constant_f32_64_35_constant_midgard_MP4;40;1;2 fill_image_borders_constant_f32_128_72_constant_midgard_MP4;44;1;2 concatenate_width_x2_f16_928_7_32_7_midgard_MP4;3;3;18 activation_layer_f16_96_128_midgard_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_128_1_36_4_4_1_true_true_g76_MP4;6;1;20 elementwise_operation_ADD_f32_768_14_saturate_nchw_midgard_MP4;2;1;1 elementwise_operation_MAX_f32_8_128_midgard_MP4;1;2;1 fill_image_borders_constant_f32_96_112_constant_midgard_MP4;24;1;16 pooling_layer_f16_nhwc_7_7_832_nhwc_g76_MP4;2;1;2 activation_layer_f16_160_56_midgard_MP4;10;1;1 gemm_reshape_lhs_matrix_3d_f32_9216_39_1_4_2_8_false_false_g76_MP4;2;2;1 fill_image_borders_constant_f32_256_61_constant_midgard_MP4;39;1;1 fill_image_borders_constant_f16_384_12_constant_midgard_MP4;42;9;1 elementwise_operation_ADD_f16_1792_14_saturate_nhwc_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_2304_256_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_576_32_32_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 depthwise_convolution_3x3_nhwc_stride1_768_14_14_768_14_F16_g76_MP4;12;4;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_832_7_4_4_4_4_8_true_true_midgard_MP4;18;12;1 fill_image_borders_constant_f16_192_40_constant_midgard_MP4;4;1;8 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_30_896_256_30_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_mm_reshaped_only_rhs_t_f32_190_160_160_8_4_4_4_2_true_midgard_MP4;2;4;1 activation_layer_f16_64_35_midgard_MP4;2;5;1 fill_image_borders_constant_f16_64_170_constant_midgard_MP4;22;1;17 gemm_reshape_lhs_matrix_f16_1024_256_1_4_4_4_true_true_g76_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_96_49_96_28_nhwc_midgard_MP4;4;9;1 elementwise_operation_ADD_f16_672_7_saturate_nchw_midgard_MP4;37;1;7 gemm_mm_reshaped_lhs_t_rhs_nt_f16_9_384_192_36_4_4_4_1_8_true_true_midgard_MP4;4;3;2 fill_image_borders_constant_f16_32_172_constant_midgard_MP4;34;1;10 convert_depth_down_f32_3_128_3_128_midgard_MP4;1;3;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_1024_64_128_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_only_rhs_t_f32_196_256_128_36_4_4_4_2_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_576_7_4_4_4_4_8_true_true_midgard_MP4;18;12;1 pooling_layer_f16_nhwc_9_9_2048_nhwc_g76_MP4;2;9;3 pooling_layer_f16_nhwc_55_55_96_nhwc_g76_MP4;3;1;1 activation_layer_f16_128_143_midgard_MP4;2;5;1 im2col3x3_nhwc_f32_1_1152_4_nhwc_g76_MP4;24;3;1 activation_layer_f16_928_14_midgard_MP4;7;13;1 elementwise_operation_ADD_f32_512_38_saturate_nhwc_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_3_24_256_3_4_4_4_1_1_true_true_midgard_MP4;4;1;1 activation_layer_f16_576_33_midgard_MP4;9;2;1 elementwise_operation_ADD_f16_112_32_saturate_nhwc_midgard_MP4;1;3;1 winograd_output_transform_4x4_3x3_nhwc_f16_96_100_96_40_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_416_14_4_4_2_8_16_false_false_midgard_MP4;2;20;1 im2col3x3_nhwc_f32_1_2592_289_nhwc_g76_MP4;2;1;1 elementwise_operation_ADD_f16_704_14_saturate_nchw_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_73_80_64_73_4_4_4_4_8_true_true_midgard_MP4;2;8;1 activation_layer_f32_48_40_midgard_MP4;3;10;3 convert_depth_up_f16_3_128_3_128_midgard_MP4;1;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_160_960_32_4_4_4_4_8_true_true_midgard_MP4;2;4;1 elementwise_operation_ADD_f16_512_14_saturate_nchw_midgard_MP4;2;2;1 winograd_output_transform_2x1_7x1_nhwc_f16_192_153_192_17_nhwc_midgard_MP4;4;10;1 gemm_reshape_lhs_matrix_f16_1024_196_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f32_20480_7_1_4_2_8_false_false_g76_MP4;2;2;1 concatenate_width_x2_f16_160_28_32_28_midgard_MP4;6;14;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_96_576_32_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_f16_512_1_36_4_4_4_true_true_g76_MP4;2;2;9 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_9_448_1280_9_4_4_4_4_8_true_true_midgard_MP4;2;26;1 elementwise_operation_ADD_f32_1024_7_saturate_nchw_midgard_MP4;3;1;1 pooling_layer_f32_nhwc_19_19_288_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_38_256_256_38_4_4_4_2_true_midgard_MP4;2;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_65_192_32_65_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_f32_131072_2_1_4_2_8_false_false_g76_MP4;2;2;1 fill_image_borders_constant_f16_384_33_constant_midgard_MP4;8;1;11 winograd_input_transform_4x4_5x5_stepz1_nhwc128_24_24_2_2_nhwc_midgard_MP4;8;3;3 gemm_reshape_lhs_matrix_f16_2304_1_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_160_960_7_4_4_2_8_16_false_false_midgard_MP4;4;1;1 convert_depth_down_f32_32_32_32_32_midgard_MP4;1;1;2 fill_image_borders_constant_f32_512_38_constant_midgard_MP4;36;1;2 activation_layer_f16_224_14_midgard_MP4;2;11;1 gemm_reshape_lhs_matrix_3d_f16_4096_100_1_4_4_4_true_true_g76_MP4;4;1;1 elementwise_operation_ADD_f16_256_36_saturate_nhwc_midgard_MP4;1;3;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_992_7_4_4_2_8_16_false_false_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_9_448_2048_9_4_4_4_4_8_true_true_midgard_MP4;2;30;1 winograd_output_transform_2x1_7x1_nhwc_f16_128_450_128_30_nhwc_midgard_MP4;4;10;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_40_64_256_40_4_4_4_2_true_midgard_MP4;2;16;1 fill_image_borders_constant_f16_448_9_constant_midgard_MP4;24;1;6 activation_layer_f16_480_28_midgard_MP4;3;28;1 im2col3x3_nhwc_f16_1_27_24576_nhwc_g76_MP4;2;2;1 elementwise_operation_ADD_f16_64_56_saturate_nhwc_midgard_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_256_96_16_256_4_4_4_4_8_true_true_midgard_MP4;2;20;1 depthwise_convolution_3x3_nhwc_64_112_112_64_56_F32_g76_MP4;4;8;3 activation_layer_f16_160_19_midgard_MP4;5;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_1536_2080_8_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_48_256_28_4_4_4_4_8_true_true_midgard_MP4;2;12;1 activation_layer_f16_704_14_midgard_MP4;10;1;2 activation_layer_f16_800_14_midgard_MP4;54;7;1 fill_image_borders_constant_f16_32_55_constant_midgard_MP4;38;1;1 fill_image_borders_constant_f16_1024_10_constant_midgard_MP4;8;1;5 concatenate_width_x4_f16_128_28_192_28_96_28_64_28_midgard_MP4;4;10;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_8_192_1280_8_4_4_2_8_16_false_false_midgard_MP4;2;4;1 im2col3x3_nhwc_f16_1_2304_100_nhwc_g76_MP4;4;16;1 concatenate_width_x4_f16_192_19_192_19_192_19_192_19_midgard_MP4;24;1;3 gemm_reshape_lhs_matrix_f32_8192_512_1_4_2_8_false_false_g76_MP4;4;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_384_9_384_9_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_832_14_4_4_4_4_8_true_true_midgard_MP4;2;14;1 activation_layer_f16_160_14_midgard_MP4;2;6;14 elementwise_operation_ADD_f32_448_28_saturate_nchw_midgard_MP4;1;1;2 fill_image_borders_constant_f16_256_35_constant_midgard_MP4;16;1;5 fill_image_borders_constant_f32_64_147_constant_midgard_MP4;48;1;7 gemm_reshape_lhs_matrix_3d_f16_15872_4_1_4_4_4_true_true_g76_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_3072_69_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f32_2048_3_36_4_2_1_false_false_g76_MP4;4;1;1 elementwise_operation_MAX_f16_16_64_midgard_MP4;1;2;1 pooling_layer_f32_nhwc_14_14_480_nhwc_g76_MP4;2;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_32_81_32_35_nhwc_midgard_MP4;4;10;1 depthwise_convolution_3x3_nhwc_192_28_28_192_14_F32_g76_MP4;4;7;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_256_832_7_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_reshape_lhs_matrix_3d_f32_32768_12_1_4_2_8_false_false_g76_MP4;2;2;1 activation_layer_f16_384_19_midgard_MP4;3;6;1 dwc_MxN_native_fp_nhwc_640_7_7_640_7_7_F16_midgard_MP4;2;7;7 activation_layer_f32_32_253_midgard_MP4;8;23;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_256_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 elementwise_operation_ADD_f32_512_14_saturate_nhwc_midgard_MP4;2;1;1 activation_layer_f32_4_128_midgard_MP4;1;2;5 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_256_224_6_4_4_4_4_8_true_true_midgard_MP4;2;2;6 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_384_64_243_384_4_4_4_4_8_true_true_midgard_MP4;2;4;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_54_64_36_nhwc_midgard_MP4;4;9;1 activation_layer_f32_768_7_midgard_MP4;3;7;1 gemm_reshape_lhs_matrix_f16_4608_1_1_4_4_1_true_true_g76_MP4;3;1;1 activation_layer_f32_48_35_midgard_MP4;3;30;1 winograd_output_transform_4x4_5x5_nhwc_f32_32_9216_32_384_nhwc_midgard_MP4;4;8;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_320_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_128_160_56_4_4_4_4_8_true_true_midgard_MP4;2;12;1 pooling_layer_f16_nhwc_17_17_320_nhwc_g76_MP4;2;2;1 activation_layer_f32_736_14_midgard_MP4;2;3;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_33_96_384_33_4_4_4_4_8_true_true_midgard_MP4;2;14;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_4096_25088_1_1_2_8_2048_true_midgard_MP4;4;19;2 concatenate_width_x2_f16_128_55_128_55_midgard_MP4;2;11;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_81_96_96_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 fill_image_borders_constant_f16_672_32_constant_midgard_MP4;8;1;4 gemm_mm_reshaped_only_rhs_t_f32_4096_64_32_36_4_4_4_2_true_midgard_MP4;2;18;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_10_2048_1024_10_4_4_2_8_16_false_false_midgard_MP4;2;20;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_16_64_14_nhwc_midgard_MP4;8;5;1 activation_layer_f16_192_33_midgard_MP4;3;29;1 activation_layer_f32_192_7_midgard_MP4;3;4;7 convert_depth_up_f16_21_6_21_6_midgard_MP4;26;1;4 activation_layer_f32_32_14_midgard_MP4;2;4;12 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_36_256_1024_24_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_1536_64_64_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_5120_49_1_4_4_4_true_true_g76_MP4;2;4;1 depthwise_convolution_3x3_nhwc_stride1_144_129_129_144_129_F16_g76_MP4;36;3;3 concatenate_width_x4_f32_256_14_320_14_128_14_128_14_midgard_MP4;3;1;18 activation_layer_f16_192_65_midgard_MP4;6;13;1 concatenate_width_x2_f32_384_8_384_8_midgard_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_190_192_128_8_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_reshape_lhs_matrix_3d_f16_2304_91_1_4_4_4_true_true_g76_MP4;2;2;1 elementwise_operation_ADD_f16_288_14_saturate_nchw_midgard_MP4;1;2;2 im2col3x3_nhwc_f16_1_27_55296_nhwc_g76_MP4;2;1;1 elementwise_operation_ADD_f16_64_19_saturate_nhwc_midgard_MP4;2;5;19 elementwise_operation_ADD_f16_32_64_saturate_nhwc_midgard_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f32_64_1024_64_128_nhwc_midgard_MP4;4;9;1 gemm_reshape_lhs_matrix_f16_1280_28_36_4_4_4_true_true_g76_MP4;4;1;1 concatenate_width_x2_f32_128_56_32_56_midgard_MP4;4;1;1 fill_image_borders_constant_f32_256_19_constant_midgard_MP4;44;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_9_384_2048_9_4_4_4_4_8_true_true_midgard_MP4;2;32;1 elementwise_operation_ADD_f32_160_28_saturate_nchw_midgard_MP4;1;2;1 depthwise_convolution_3x3_nhwc_96_256_256_96_128_F16_g76_MP4;4;8;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_32_528_14_4_4_2_8_1_false_false_midgard_MP4;2;6;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_128_24_96_128_4_4_4_4_1_true_true_midgard_MP4;2;16;1 activation_layer_f16_320_14_midgard_MP4;5;9;1 elementwise_operation_DIV_f16_1_256_midgard_MP4;1;11;1 activation_layer_f32_64_2_midgard_MP4;25;3;4 concatenate_width_x2_f32_608_7_32_7_midgard_MP4;7;2;19 fill_image_borders_constant_f16_64_2_constant_midgard_MP4;3;11;4 gemm_reshape_lhs_matrix_3d_f16_2048_8192_1_4_4_8_true_true_g76_MP4;4;1;1 pooling_layer_f16_nhwc_5_5_256_nhwc_g76_MP4;4;5;5 activation_layer_f16_256_12_midgard_MP4;2;3;3 fill_image_borders_constant_f16_128_19_constant_midgard_MP4;32;1;9 depthwise_convolution_3x3_nhwc_stride1_144_56_56_144_56_F32_g76_MP4;4;7;2 activation_layer_f16_16_14_midgard_MP4;1;8;9 activation_layer_f32_48_7_midgard_MP4;8;1;30 gemm_mm_reshaped_lhs_t_rhs_nt_f16_961_192_80_36_4_4_4_4_8_true_true_midgard_MP4;2;24;1 concatenate_width_x2_f32_224_56_32_56_midgard_MP4;4;1;1 fill_image_borders_constant_f16_64_96_constant_midgard_MP4;8;1;4 im2col3x3_nhwc_f32_1_1728_900_nhwc_g76_MP4;2;1;1 activation_layer_f16_928_7_midgard_MP4;13;7;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_128_144_24_128_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_25_273_576_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 elementwise_operation_ADD_f16_896_14_saturate_nchw_midgard_MP4;2;2;1 concatenate_width_x2_f16_576_14_32_14_midgard_MP4;17;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_1280_320_10_4_4_4_4_8_true_true_midgard_MP4;2;30;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_64_8_64_64_4_4_4_4_1_true_true_midgard_MP4;0;0;0 im2col3x3_nhwc_f16_1_27_9216_nhwc_g76_MP4;2;2;1 activation_layer_f16_16_28_midgard_MP4;1;5;4 gemm_reshape_lhs_matrix_3d_f16_512_3_1_4_4_1_true_true_g76_MP4;11;1;7 winograd_input_transform_1x2_1x7_stepz1_nhwc192_19_19_0_3_nhwc_midgard_MP4;4;2;2 pooling_layer_f16_nhwc_24_24_64_nhwc_g76_MP4;8;2;24 concatenate_width_x2_f16_864_7_32_7_midgard_MP4;25;7;1 fill_image_borders_constant_f16_32_256_constant_midgard_MP4;48;1;8 fill_image_borders_constant_f16_832_7_constant_midgard_MP4;38;1;5 pooling_layer_f32_nhwc_17_17_288_nhwc_g76_MP4;2;1;1 fill_image_borders_constant_f32_256_256_constant_midgard_MP4;24;1;1 activation_layer_f16_128_17_midgard_MP4;2;3;7 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_8_192_1728_8_4_4_2_8_16_false_false_midgard_MP4;2;10;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_172_172_0_0_nhwc_midgard_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_1024_69_1_4_4_4_true_true_g76_MP4;2;6;1 gemm_mm_reshaped_only_rhs_t_f16_1_32_64_64_1_2_8_16_true_midgard_MP4;27;10;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f32_150_64_147_150_4_4_4_2_true_midgard_MP4;2;12;1 strided_slice_f16_500_0_500_1_32_5_6_1_1_0_1_1_midgard_MP4;40;1;1 fill_image_borders_constant_f16_768_17_constant_midgard_MP4;32;1;12 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_35_32_320_35_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_736_7_4_4_4_4_8_true_true_midgard_MP4;16;12;1 gemm_reshape_lhs_matrix_f16_4096_1_36_4_4_4_true_true_g76_MP4;2;2;1 concatenate_width_x4_f32_128_14_256_14_64_14_64_14_midgard_MP4;1;8;27 concatenate_width_x2_f32_800_14_32_14_midgard_MP4;4;1;1 depthwise_convolution_3x3_nhwc_stride1_1024_7_7_1024_7_F16_g76_MP4;4;2;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_55_32_128_55_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_mm_reshaped_only_rhs_t_f32_190_192_160_8_4_4_4_2_true_midgard_MP4;2;8;2 pooling_layer_f32_nhwc_14_14_528_nhwc_g76_MP4;2;14;5 gemm_reshape_lhs_matrix_3d_f16_1536_64_1_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f16_192_38_constant_midgard_MP4;28;1;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_2048_512_10_4_4_4_4_8_true_true_midgard_MP4;2;22;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_1024_256_7_4_4_4_4_8_true_true_midgard_MP4;2;10;1 convert_depth_up_f16_19_72_19_72_midgard_MP4;2;1;1 winograd_output_transform_4x4_3x3_nhwc_f16_3_576_3_96_nhwc_midgard_MP4;3;5;1 fill_image_borders_constant_f16_32_253_constant_midgard_MP4;8;1;23 im2col_generic_nhwc_f32_1_256_16384_nhwc_g76_MP4;2;4;1 gemm_reshape_lhs_matrix_3d_f16_15360_16_1_4_4_4_true_true_g76_MP4;2;4;1 activation_layer_f16_256_129_midgard_MP4;2;2;1 elementwise_operation_ADD_f16_960_7_saturate_nchw_midgard_MP4;1;4;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_1001_2048_1_1_2_8_500_true_midgard_MP4;48;1;1 gemm_reshape_lhs_matrix_3d_f16_8704_4_1_4_4_4_true_true_g76_MP4;34;7;1 winograd_output_transform_4x4_3x3_nhwc_f16_192_256_192_61_nhwc_midgard_MP4;4;10;1 activation_layer_f16_32_96_midgard_MP4;2;3;3 activation_layer_f32_448_9_midgard_MP4;2;5;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_256_256_1_1_nhwc_midgard_MP4;32;1;12 concatenate_width_x2_f16_64_56_32_56_midgard_MP4;6;7;2 im2col_generic_nhwc_f16_1_128_3456_nhwc_g76_MP4;4;18;1 activation_layer_f32_928_7_midgard_MP4;58;1;3 activation_layer_f16_384_12_midgard_MP4;3;3;2 winograd_input_transform_4x4_3x3_stepz1_nhwc64_98_98_0_0_nhwc_midgard_MP4;32;3;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_546_1024_10_4_4_4_4_8_true_true_midgard_MP4;2;27;1 im2col3x3_nhwc_f32_1_1152_361_nhwc_g76_MP4;4;1;1 gemm_mm_reshaped_only_rhs_t_f16_1_126_256_36_1_2_8_63_true_midgard_MP4;32;1;9 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_256_64_56_4_4_4_2_true_midgard_MP4;2;1;8 concatenate_width_x2_f16_448_14_32_14_midgard_MP4;15;6;1 im2col3x3_nhwc_f16_1_1152_9_nhwc_g76_MP4;14;3;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_36_128_512_24_4_4_4_4_8_true_true_midgard_MP4;2;22;1 fill_image_borders_constant_f16_64_98_constant_midgard_MP4;32;1;11 fill_image_borders_constant_f16_256_48_constant_midgard_MP4;40;1;1 gemm_reshape_lhs_matrix_f16_1024_49_1_4_4_4_true_true_g76_MP4;2;2;1 winograd_input_transform_4x1_3x1_stepz1_nhwc192_14_14_1_0_nhwc_midgard_MP4;4;4;5 winograd_output_transform_2x1_7x1_nhwc_f32_160_190_160_19_nhwc_midgard_MP4;4;21;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_256_2304_10_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_reshape_lhs_matrix_3d_f16_2048_23_1_4_4_4_true_true_g76_MP4;2;30;1 fill_image_borders_constant_f32_32_14_constant_midgard_MP4;12;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_190_128_128_8_4_4_4_4_8_true_true_midgard_MP4;2;6;2 winograd_output_transform_4x4_3x3_nhwc_f16_256_49_256_27_nhwc_midgard_MP4;4;9;1 gemm_reshape_lhs_matrix_f16_448_4129_1_4_4_4_true_true_g76_MP4;1;20;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_48_832_7_4_4_4_4_8_true_true_midgard_MP4;3;12;1 activation_layer_f16_256_56_midgard_MP4;2;2;1 activation_layer_f16_64_224_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_49_512_512_36_4_4_4_4_8_true_true_midgard_MP4;2;13;1 activation_layer_f16_128_7_midgard_MP4;1;3;24 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_864_7_4_4_4_4_8_true_true_midgard_MP4;32;6;1 fill_image_borders_constant_f16_576_14_constant_midgard_MP4;36;1;2 fill_image_borders_constant_f16_48_35_constant_midgard_MP4;36;1;4 concatenate_width_x2_f16_192_13_192_13_midgard_MP4;23;7;1 activation_layer_f16_384_28_midgard_MP4;3;14;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_1_1001_2048_1_1_2_8_500_true_midgard_MP4;48;1;1 elementwise_operation_ADD_f32_928_14_saturate_nchw_midgard_MP4;1;2;1 convert_depth_up_f16_3_96_3_96_midgard_MP4;1;2;1 gemm_reshape_lhs_matrix_3d_f16_11264_13_1_4_4_4_true_true_g76_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_224_112_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 fill_image_borders_constant_f16_192_28_constant_midgard_MP4;3;3;3 activation_layer_f16_256_17_midgard_MP4;2;11;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_112_512_14_4_4_2_8_16_false_false_midgard_MP4;28;13;1 im2col3x3_nhwc_f16_1_1728_64_nhwc_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_11776_13_1_4_4_4_true_true_g76_MP4;2;10;1 concatenate_width_x2_f32_864_7_32_7_midgard_MP4;10;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_192_768_19_4_4_4_4_8_true_true_midgard_MP4;2;4;1 depthwise_convolution_3x3_nhwc_stride1_384_14_14_384_14_F32_g76_MP4;6;7;1 winograd_output_transform_4x4_3x3_nhwc_f16_32_16_32_14_nhwc_midgard_MP4;20;11;1 gemm_reshape_lhs_matrix_f16_2368_1407_1_4_4_4_true_true_g76_MP4;1;4;1 im2col_generic_nhwc_f16_1_2048_256_nhwc_g76_MP4;4;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_928_7_4_4_4_4_8_true_true_midgard_MP4;18;6;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_48_48_1_1_nhwc_midgard_MP4;4;1;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_576_28_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_38_512_256_38_4_4_4_2_true_midgard_MP4;2;2;2 winograd_input_transform_4x4_3x3_stepz1_nhwc144_14_14_1_1_nhwc_midgard_MP4;5;2;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_129_256_256_129_4_4_4_4_8_true_true_midgard_MP4;2;8;1 concatenate_width_x2_f16_288_28_32_28_midgard_MP4;5;8;1 gemm_mm_reshaped_only_rhs_t_f32_1849_64_32_36_4_4_4_2_true_midgard_MP4;2;18;1 elementwise_operation_ADD_f16_320_28_saturate_nchw_midgard_MP4;2;1;2 winograd_input_transform_4x4_3x3_stepz1_nhwc16_14_14_1_1_nhwc_midgard_MP4;4;3;3 gemm_mm_reshaped_only_rhs_t_f32_1369_64_32_36_4_4_4_2_true_midgard_MP4;2;16;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4_320_160_36_4_4_4_1_8_true_true_midgard_MP4;12;1;1 gemm_reshape_lhs_matrix_3d_f32_28672_7_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_9216_49_1_4_4_4_true_true_g76_MP4;2;10;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_24_24_1_1_nhwc_midgard_MP4;51;1;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_128_1_64_128_4_4_4_8_1_true_true_midgard_MP4;1;4;1 gemm_mm_reshaped_only_rhs_t_f32_1849_32_32_36_4_4_4_2_true_midgard_MP4;2;8;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_75_75_1_1_nhwc_midgard_MP4;4;1;1 winograd_output_transform_2x2_7x7_nhwc_f16_32_2304_32_96_nhwc_midgard_MP4;4;8;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_56_128_192_56_4_4_4_2_true_midgard_MP4;16;12;2 im2col3x3_nhwc_f16_1_2304_289_nhwc_g76_MP4;4;1;1 elementwise_operation_ADD_f32_960_7_saturate_nchw_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_512_128_14_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_reshape_lhs_matrix_f16_1792_3_36_4_4_1_true_true_g76_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_144_64_32_36_4_4_4_4_8_true_true_midgard_MP4;2;2;2 fill_image_borders_constant_f16_256_5_constant_midgard_MP4;64;1;5 gemm_reshape_lhs_matrix_3d_f16_5120_77_1_4_4_4_true_true_g76_MP4;2;20;1 gemm_reshape_lhs_matrix_f16_1024_9_36_4_4_4_true_true_g76_MP4;2;2;1 convert_depth_up_f16_48_32_48_32_midgard_MP4;1;2;1 gemm_reshape_lhs_matrix_3d_f16_256_784_4_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_736_7_4_4_2_8_16_false_false_midgard_MP4;2;12;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_128_256_56_4_4_4_4_8_true_true_midgard_MP4;2;12;1 depthwise_convolution_3x3_nhwc_144_128_128_144_64_F16_g76_MP4;4;5;1 gemm_mm_reshaped_only_rhs_t_f32_256_32_32_36_4_4_4_2_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_3d_f16_12288_19_1_4_4_4_true_true_g76_MP4;2;8;1 fill_image_borders_constant_f16_960_10_constant_midgard_MP4;44;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_27_32_128_27_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_reshape_lhs_matrix_f16_1024_6_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_3072_256_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_2_24_256_2_4_4_4_2_true_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_9_320_1280_9_4_4_4_4_8_true_true_midgard_MP4;2;27;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_2_546_256_2_4_4_4_1_8_true_true_midgard_MP4;34;1;1 fill_image_borders_constant_f32_48_35_constant_midgard_MP4;40;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_384_2304_8_4_4_4_4_8_true_true_midgard_MP4;24;16;1 fill_image_borders_constant_f32_128_7_constant_midgard_MP4;8;1;7 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_160_576_32_4_4_4_4_8_true_true_midgard_MP4;2;4;1 activation_layer_f32_128_75_midgard_MP4;2;9;1 im2col3x3_nhwc_f32_1_27_29584_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_576_96_14_4_4_4_4_8_true_true_midgard_MP4;2;26;1 concatenate_width_x2_f16_896_14_32_14_midgard_MP4;29;3;1 fill_image_borders_constant_f32_64_56_constant_midgard_MP4;44;1;2 depthwise_convolution_3x3_nhwc_stride1_480_32_32_480_32_F16_g76_MP4;4;8;2 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_160_512_14_4_4_2_8_16_false_false_midgard_MP4;2;32;1 activation_layer_f16_128_24_midgard_MP4;2;1;9 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_512_2048_10_4_4_4_4_8_true_true_midgard_MP4;2;10;1 im2col_generic_nhwc_f16_1_1024_432_nhwc_g76_MP4;4;2;1 activation_layer_f16_48_40_midgard_MP4;2;5;1 activation_layer_f32_320_14_midgard_MP4;9;1;2 activation_layer_f32_128_112_midgard_MP4;2;2;1 elementwise_operation_ADD_f16_800_14_saturate_nchw_midgard_MP4;2;2;1 fill_image_borders_constant_f16_48_7_constant_midgard_MP4;4;1;6 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_128_4_64_128_4_2_8_16_1_true_false_midgard_MP4;2;2;1 activation_layer_f16_192_8_midgard_MP4;2;2;4 gemm_mm_reshaped_only_rhs_t_f32_56_192_192_6_4_4_4_2_true_midgard_MP4;24;16;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_256_16_16_256_4_4_4_4_1_true_true_midgard_MP4;2;26;1 concatenate_width_x2_f16_32_16_64_16_midgard_MP4;3;6;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_27_192_48_27_4_4_4_4_8_true_true_midgard_MP4;2;12;1 gemm_reshape_lhs_matrix_3d_f16_768_11_1_4_4_4_true_true_g76_MP4;2;3;1 fill_image_borders_constant_f16_64_26_constant_midgard_MP4;1;3;7 fill_image_borders_constant_f16_32_7_constant_midgard_MP4;29;3;1 elementwise_operation_ADD_f16_320_14_saturate_nchw_midgard_MP4;1;2;2 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_960_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_128_4_48_128_4_2_8_16_1_true_false_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_64_16_512_64_4_4_2_8_1_false_false_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_3d_f32_32768_4_1_4_2_8_false_false_g76_MP4;2;2;1 fill_image_borders_constant_f16_256_40_constant_midgard_MP4;40;1;1 elementwise_operation_ADD_f16_160_33_saturate_nhwc_midgard_MP4;1;3;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_512_1024_7_4_4_2_8_16_false_false_midgard_MP4;2;14;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_10_960_160_10_4_4_4_4_8_true_true_midgard_MP4;2;31;1 flatten_f16_512_1_1_512_1_midgard_MP4;28;3;4 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_704_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 pooling_layer_f16_nhwc_13_13_512_nhwc_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f32_13312_25_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_5_512_512_5_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_40_64_288_40_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_64_512_14_4_4_4_4_8_true_true_midgard_MP4;3;13;7 fill_image_borders_constant_f16_64_48_constant_midgard_MP4;44;1;4 activation_layer_f32_32_61_midgard_MP4;2;23;1 pooling_layer_f32_nhwc_28_28_256_nhwc_g76_MP4;3;1;1 gemm_reshape_lhs_matrix_3d_f16_8192_69_1_4_4_4_true_true_g76_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_20480_7_1_4_4_4_true_true_g76_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_8_192_1280_8_4_4_4_4_8_true_true_midgard_MP4;26;8;1 activation_layer_f16_320_28_midgard_MP4;5;7;1 gemm_reshape_lhs_matrix_3d_f16_33280_4_1_4_4_4_true_true_g76_MP4;2;8;1 elementwise_operation_ADD_f16_256_28_saturate_nchw_midgard_MP4;2;2;1 im2col3x3_nhwc_f32_1_1152_9_nhwc_g76_MP4;18;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_153_160_160_8_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_reshape_lhs_matrix_f32_27648_12_1_4_2_8_false_false_g76_MP4;2;2;1 winograd_input_transform_4x4_3x3_stepz1_nhwc1280_10_10_1_1_nhwc_midgard_MP4;8;3;3 gemm_reshape_lhs_matrix_3d_f16_12288_4_1_4_4_4_true_true_g76_MP4;2;13;1 activation_layer_f32_864_14_midgard_MP4;9;1;1 gemm_reshape_lhs_matrix_3d_f16_7168_49_1_4_4_4_true_true_g76_MP4;2;10;1 elementwise_operation_ADD_f16_16_256_saturate_nhwc_midgard_MP4;1;3;1 concatenate_width_x4_f32_64_35_64_35_96_35_32_35_midgard_MP4;50;1;3 gemm_reshape_lhs_matrix_f16_2048_13_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_544_7_4_4_4_4_8_true_true_midgard_MP4;18;12;1 fill_image_borders_constant_f32_576_14_constant_midgard_MP4;12;1;7 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_33_384_64_33_4_4_4_4_8_true_true_midgard_MP4;2;24;1 winograd_input_transform_4x4_3x3_stepz1_nhwc32_253_253_1_1_nhwc_midgard_MP4;2;1;2 fill_image_borders_constant_f32_144_56_constant_midgard_MP4;20;1;4 activation_layer_f16_128_14_midgard_MP4;2;7;5 gemm_reshape_lhs_matrix_f16_2048_48_36_4_4_8_true_true_g76_MP4;2;2;1 fft_radix_5_axis_0_f32_200_140_midgard_MP4;4;5;1 gemm_reshape_lhs_matrix_f16_1024_4_64_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_64_192_14_4_4_4_4_8_true_true_midgard_MP4;2;16;1 elementwise_operation_ADD_f16_768_7_saturate_nchw_midgard_MP4;1;1;4 gemm_reshape_lhs_matrix_3d_f16_10240_13_1_4_4_4_true_true_g76_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_6144_13_1_4_4_4_true_true_g76_MP4;2;8;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_10_512_2048_10_4_4_2_8_16_false_false_midgard_MP4;2;25;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_512_1024_14_4_4_4_4_8_true_true_midgard_MP4;2;24;1 winograd_input_transform_2x2_7x7_stepz1_nhwc32_96_96_3_3_nhwc_midgard_MP4;16;12;1 activation_layer_f32_64_38_midgard_MP4;2;21;1 gemm_reshape_lhs_matrix_f16_41472_23_1_4_4_4_true_true_g76_MP4;2;4;1 fill_image_borders_constant_f16_128_3_constant_midgard_MP4;26;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_2500_3_32_64_4_4_4_8_1_true_true_midgard_MP4;1;4;1 activation_layer_f32_32_147_midgard_MP4;8;21;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_1001_512_1_1_2_8_500_true_midgard_MP4;48;1;1 winograd_input_transform_4x4_3x3_stepz1_nhwc16_384_384_1_1_nhwc_midgard_MP4;4;5;2 im2col_generic_nhwc_f16_1_147_12544_nhwc_g76_MP4;2;1;1 activation_layer_f16_512_28_midgard_MP4;2;9;1 concatenate_width_x2_f16_704_7_32_7_midgard_MP4;1;16;4 winograd_input_transform_4x4_3x3_stepz1_nhwc64_48_48_1_1_nhwc_midgard_MP4;8;3;7 activation_layer_f32_928_14_midgard_MP4;2;1;2 fill_image_borders_constant_f16_384_32_constant_midgard_MP4;20;1;4 depthwise_convolution_3x3_nhwc_stride1_576_14_14_576_14_F32_g76_MP4;4;7;2 activation_layer_f16_48_129_midgard_MP4;3;3;2 fill_image_borders_constant_f32_64_224_constant_midgard_MP4;48;1;8 flatten_f32_1792_1_1_1792_1_midgard_MP4;60;1;1 fill_image_borders_constant_f16_256_36_constant_midgard_MP4;1;3;2 concatenate_width_x4_f16_64_28_128_28_32_28_32_28_midgard_MP4;8;5;2 activation_layer_f32_64_35_midgard_MP4;2;7;3 gemm_reshape_lhs_matrix_3d_f16_9728_4_1_4_4_4_true_true_g76_MP4;40;8;1 convert_depth_up_f16_3_21_3_21_midgard_MP4;1;11;11 winograd_output_transform_4x4_3x3_nhwc_f16_192_324_192_71_nhwc_midgard_MP4;4;10;1 elementwise_operation_ADD_f16_128_28_saturate_nhwc_midgard_MP4;2;1;1 fill_image_borders_constant_f32_1280_8_constant_midgard_MP4;1;1;30 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_16_128_56_4_4_4_4_1_true_true_midgard_MP4;2;6;1 concatenate_width_x2_f32_736_7_32_7_midgard_MP4;9;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_112_480_32_4_4_4_4_8_true_true_midgard_MP4;2;20;1 elementwise_operation_ADD_f16_256_28_saturate_nhwc_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_36_64_256_24_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_100_96_64_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_only_rhs_t_f32_54_64_64_36_4_4_4_2_true_midgard_MP4;2;8;1 fill_image_borders_constant_f16_16_80_constant_midgard_MP4;14;1;10 activation_layer_f16_480_14_midgard_MP4;3;7;2 winograd_output_transform_4x4_5x5_nhwc_f16_64_100_64_40_nhwc_midgard_MP4;4;10;1 depthwise_convolution_3x3_nhwc_stride1_256_129_129_256_129_F16_g76_MP4;4;5;2 activation_layer_f16_304_129_midgard_MP4;57;2;3 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_19_192_768_19_4_4_2_8_16_false_false_midgard_MP4;2;12;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_1_1001_1024_1_1_2_8_500_true_midgard_MP4;24;1;1 gemm_reshape_lhs_matrix_3d_f16_3072_64_1_4_4_4_true_true_g76_MP4;2;2;1 activation_layer_f16_352_28_midgard_MP4;2;1;5 im2col3x3_nhwc_f16_1_1152_196_nhwc_g76_MP4;4;5;1 concatenate_width_x2_f16_800_7_32_7_midgard_MP4;46;1;7 concatenate_width_x2_f16_320_14_32_14_midgard_MP4;11;7;1 activation_layer_f32_128_1_midgard_MP4;6;9;2 activation_layer_f32_224_28_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_960_160_7_4_4_4_4_8_true_true_midgard_MP4;2;10;1 concatenate_width_x2_f16_480_14_32_14_midgard_MP4;15;6;1 fill_image_borders_constant_f16_192_61_constant_midgard_MP4;36;1;5 winograd_input_transform_4x4_3x3_stepz1_nhwc160_7_7_1_1_nhwc_midgard_MP4;14;1;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_28_128_192_28_4_4_4_2_true_midgard_MP4;4;8;1 convert_depth_down_f32_64_16_64_16_midgard_MP4;2;16;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_704_7_4_4_2_8_16_false_false_midgard_MP4;2;6;1 im2col_generic_nhwc_f16_1_64_16384_nhwc_g76_MP4;2;1;1 gemm_reshape_lhs_matrix_3d_f16_9216_69_1_4_4_4_true_true_g76_MP4;2;8;1 elementwise_operation_ADD_f32_512_28_saturate_nhwc_midgard_MP4;1;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_546_4_546_5_nhwc_midgard_MP4;20;4;1 activation_layer_f32_256_36_midgard_MP4;2;11;1 winograd_output_transform_4x4_3x3_nhwc_f16_256_9_256_12_nhwc_midgard_MP4;8;9;1 convert_depth_down_f32_3_513_3_513_midgard_MP4;1;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_17_128_1088_17_4_4_4_4_8_true_true_midgard_MP4;2;10;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_160_576_7_4_4_4_4_8_true_true_midgard_MP4;8;3;11 gemm_mm_reshaped_lhs_t_rhs_nt_f16_864_32_32_36_4_4_4_4_8_true_true_midgard_MP4;2;2;4 gemm_reshape_lhs_matrix_3d_f32_17408_7_1_4_2_8_false_false_g76_MP4;2;2;1 activation_layer_f16_256_27_midgard_MP4;2;11;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_150_16_32_150_4_4_4_4_1_true_true_midgard_MP4;2;26;1 fill_image_borders_replicate_f16_256_33_replicate_midgard_MP4;36;1;1 fill_image_borders_constant_f16_256_256_constant_midgard_MP4;6;1;1 winograd_output_transform_4x4_3x3_nhwc_f32_64_1536_64_192_nhwc_midgard_MP4;4;11;1 fill_image_borders_constant_f32_48_7_constant_midgard_MP4;2;1;20 winograd_output_transform_4x4_5x5_nhwc_f16_32_1_32_1_nhwc_midgard_MP4;9;1;29 activation_layer_f16_144_64_midgard_MP4;2;5;1 fill_image_borders_constant_f16_128_20_constant_midgard_MP4;8;1;10 activation_layer_f16_960_14_midgard_MP4;5;7;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_216_128_128_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_256_2304_7_4_4_4_4_8_true_true_midgard_MP4;2;4;1 elementwise_operation_ADD_f32_960_14_saturate_nchw_midgard_MP4;2;1;1 concatenate_width_x2_f32_928_7_32_7_midgard_MP4;9;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_512_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 winograd_input_transform_1x2_1x7_stepz1_nhwc192_17_17_0_3_nhwc_midgard_MP4;12;6;1 activation_layer_f32_704_14_midgard_MP4;11;2;1 winograd_output_transform_1x4_1x3_nhwc_f32_384_27_384_9_nhwc_midgard_MP4;4;23;1 fill_image_borders_constant_f16_32_48_constant_midgard_MP4;61;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_9_546_1280_36_4_4_4_1_8_true_true_midgard_MP4;4;4;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_1001_4096_1_1_2_8_500_true_midgard_MP4;24;1;1 fill_image_borders_constant_f32_384_8_constant_midgard_MP4;64;1;4 gemm_mm_reshaped_only_rhs_t_f32_1536_64_64_36_4_4_4_2_true_midgard_MP4;2;8;1 winograd_output_transform_4x4_5x5_nhwc_f16_3_1_3_1_nhwc_midgard_MP4;36;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_49_192_64_64_4_4_4_4_8_true_true_midgard_MP4;2;2;2 fill_image_borders_constant_f16_304_129_constant_midgard_MP4;56;1;3 fill_image_borders_constant_f16_64_384_constant_midgard_MP4;16;1;24 fill_image_borders_constant_f32_128_17_constant_midgard_MP4;4;1;17 elementwise_operation_ADD_f16_64_33_saturate_nhwc_midgard_MP4;1;3;1 gemm_reshape_lhs_matrix_f32_2048_144_64_4_8_16_true_false_g76_MP4;2;1;1 activation_layer_f32_160_56_midgard_MP4;5;2;1 elementwise_operation_ADD_f16_544_7_saturate_nchw_midgard_MP4;5;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_128_4_64_128_4_4_4_8_1_true_true_midgard_MP4;1;4;1 gemm_mm_reshaped_lhs_nt_rhs_t_f32_27_384_384_6_4_4_2_1_16_false_false_midgard_MP4;2;8;3 concatenate_width_x2_f16_256_129_48_129_midgard_MP4;19;1;1 gemm_mm_reshaped_only_rhs_t_f16_1_24_128_36_1_2_8_12_true_midgard_MP4;3;1;9 fill_image_borders_constant_f32_960_7_constant_midgard_MP4;12;1;7 pooling_layer_f32_nhwc_28_28_192_nhwc_g76_MP4;3;1;1 gemm_mm_reshaped_only_rhs_t_f32_1369_32_32_36_4_4_4_2_true_midgard_MP4;2;8;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_144_64_48_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_9_320_2048_9_4_4_4_4_8_true_true_midgard_MP4;2;29;1 activation_layer_f32_672_7_midgard_MP4;38;1;5 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_150_64_32_150_4_4_4_2_true_midgard_MP4;2;14;1 winograd_input_transform_4x4_5x5_stepz1_nhwc256_5_5_0_0_nhwc_midgard_MP4;42;1;1 im2col_generic_nhwc_f32_1_1024_1024_nhwc_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f32_11264_7_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_5_24_512_5_4_4_2_1_1_false_false_midgard_MP4;1;3;1 gemm_reshape_lhs_matrix_f16_6144_2_6_4_4_4_true_true_g76_MP4;2;7;1 convert_depth_down_f32_3_346_3_346_midgard_MP4;1;2;1 pooling_layer_f16_nhwc_3_3_320_nhwc_g76_MP4;13;1;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_24_512_14_4_4_2_8_1_false_false_midgard_MP4;2;6;1 fill_image_borders_constant_f16_832_14_constant_midgard_MP4;1;3;31 depthwise_convolution_3x3_nhwc_stride1_192_64_64_192_64_F16_g76_MP4;4;8;2 gemm_reshape_lhs_matrix_3d_f16_12800_13_1_4_4_4_true_true_g76_MP4;2;10;1 no_config_idreverse_f32_32_4_4_midgard_MP4;1;27;8 gemm_reshape_lhs_matrix_3d_f16_256_196_1_4_4_4_true_true_g76_MP4;1;2;1 activation_layer_f32_192_17_midgard_MP4;3;6;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_960_160_32_4_4_4_4_8_true_true_midgard_MP4;2;24;1 activation_layer_f32_128_72_midgard_MP4;2;2;1 gemm_mm_reshaped_only_rhs_t_f32_16_224_112_36_4_4_4_2_true_midgard_MP4;2;4;1 activation_layer_f16_64_14_midgard_MP4;2;13;2 fill_image_borders_constant_f16_192_14_constant_midgard_MP4;16;1;7 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_1024_256_14_4_4_4_4_8_true_true_midgard_MP4;2;30;1 winograd_output_transform_4x4_5x5_nhwc_f16_64_144_64_48_nhwc_midgard_MP4;4;9;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_224_64_27_224_4_4_4_4_8_true_true_midgard_MP4;2;16;1 concatenate_width_x2_f16_672_14_32_14_midgard_MP4;11;8;1 concatenate_width_x2_f32_736_14_32_14_midgard_MP4;9;1;1 gemm_reshape_lhs_matrix_3d_f16_13312_13_1_4_4_4_true_true_g76_MP4;2;10;1 fill_image_borders_constant_f16_32_257_constant_midgard_MP4;16;1;10 scale_Bord_reptopleftnhwc_256_33_33_1_g76_MP4;32;11;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_1792_384_14_4_4_2_8_16_false_false_midgard_MP4;2;30;1 fill_image_borders_constant_f16_112_14_constant_midgard_MP4;4;1;2 winograd_input_transform_2x2_7x7_stepz1_nhwc64_48_48_3_3_nhwc_midgard_MP4;8;4;3 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_256_64_56_4_4_4_4_8_true_true_midgard_MP4;2;24;1 elementwise_operation_MAX_f32_16_64_midgard_MP4;1;2;1 gemm_reshape_lhs_matrix_3d_f32_24576_2_1_4_2_8_false_false_g76_MP4;2;2;1 no_config_idreverse_f16_64_3_3_midgard_MP4;16;3;3 im2col3x3_nhwc_f16_1_576_1444_nhwc_g76_MP4;4;5;1 convert_depth_up_f16_3_36_3_36_midgard_MP4;1;1;3 pooling_layer_f16_nhwc_48_48_32_nhwc_g76_MP4;4;16;6 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_33_256_320_33_4_4_4_4_8_true_true_midgard_MP4;2;24;1 depthwise_convolution_3x3_nhwc_stride1_128_75_75_128_75_F16_g76_MP4;4;8;2 flatten_f16_4096_1_1_4096_1_midgard_MP4;27;6;2 gemm_reshape_lhs_matrix_3d_f16_1536_13_1_4_4_4_true_true_g76_MP4;12;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_63_512_19_4_4_4_4_8_true_true_midgard_MP4;2;12;1 fill_image_borders_constant_f16_1280_9_constant_midgard_MP4;16;1;9 gemm_mm_reshaped_lhs_t_rhs_nt_f16_25_288_256_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 concatenate_width_x2_f32_704_14_32_14_midgard_MP4;2;2;1 activation_layer_f16_96_257_midgard_MP4;3;3;1 im2col3x3_nhwc_f16_1_27_29584_nhwc_g76_MP4;2;1;1 activation_layer_f32_64_170_midgard_MP4;2;10;1 im2col3x3_nhwc_f16_1_2592_361_nhwc_g76_MP4;4;1;1 gemm_reshape_lhs_matrix_3d_f16_4608_77_1_4_4_4_true_true_g76_MP4;2;20;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_512_128_28_4_4_4_4_8_true_true_midgard_MP4;2;8;1 concatenate_width_x2_f16_192_56_32_56_midgard_MP4;7;11;1 elementwise_operation_ADD_f16_160_56_saturate_nchw_midgard_MP4;2;1;2 activation_layer_f32_192_71_midgard_MP4;2;5;1 fill_image_borders_constant_f16_48_40_constant_midgard_MP4;55;1;5 pooling_layer_f16_nhwc_84_84_64_nhwc_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_512_190_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_384_64_14_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_reshape_lhs_matrix_3d_f16_512_49_1_4_4_4_true_true_g76_MP4;2;24;1 im2col3x3_nhwc_f32_1_576_1444_nhwc_g76_MP4;4;1;1 elementwise_operation_ADD_f16_32_96_saturate_nchw_midgard_MP4;1;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_32_512_14_4_4_4_4_8_true_true_midgard_MP4;8;6;1 fill_image_borders_constant_f32_32_172_constant_midgard_MP4;4;1;22 gemm_reshape_lhs_matrix_f16_1024_36_64_4_4_4_true_true_g76_MP4;4;1;1 winograd_output_transform_4x4_3x3_nhwc_f32_32_864_32_143_nhwc_midgard_MP4;4;12;1 fill_image_borders_constant_f16_528_14_constant_midgard_MP4;20;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_256_512_14_4_4_4_4_8_true_true_midgard_MP4;2;16;1 activation_layer_f16_256_1_midgard_MP4;2;9;16 fill_image_borders_constant_f16_192_19_constant_midgard_MP4;32;1;12 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_24_96_56_4_4_4_4_1_true_true_midgard_MP4;1;20;1 fill_image_borders_constant_f16_128_24_constant_midgard_MP4;4;1;6 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_56_64_64_56_4_4_4_4_8_true_true_midgard_MP4;2;22;1 gemm_mm_reshaped_only_rhs_t_f32_54_128_128_36_4_4_4_2_true_midgard_MP4;2;14;1 elementwise_operation_ADD_f16_448_14_saturate_nchw_midgard_MP4;1;2;2 pooling_layer_f16_nhwc_1_1_1536_nhwc_g76_MP4;49;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_190_192_192_8_4_4_4_4_8_true_true_midgard_MP4;2;24;1 activation_layer_f16_144_128_midgard_MP4;9;2;1 depthwise_convolution_3x3_nhwc_stride1_512_19_19_512_19_F32_g76_MP4;2;2;3 gemm_reshape_lhs_matrix_3d_f32_65536_4_1_4_2_8_false_false_g76_MP4;2;2;1 im2col9x9_nhwc_f16_1_243_1_nhwc_g76_MP4;55;1;4 winograd_input_transform_4x4_3x3_stepz1_nhwc128_24_24_1_1_nhwc_midgard_MP4;4;1;3 gemm_reshape_lhs_matrix_f16_1024_7_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_9_192_2048_9_4_4_2_8_16_false_false_midgard_MP4;26;11;1 activation_layer_f16_320_9_midgard_MP4;2;5;6 fill_image_borders_constant_f16_192_56_constant_midgard_MP4;4;1;8 gemm_mm_reshaped_lhs_t_rhs_nt_f16_1369_64_32_36_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_672_14_4_4_4_4_8_true_true_midgard_MP4;2;30;1 pooling_layer_f16_nhwc_1_1_1000_nhwc_g76_MP4;64;1;1 concatenate_width_x2_f16_512_14_32_14_midgard_MP4;27;12;1 activation_layer_f16_48_13_midgard_MP4;3;3;3 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_72_128_64_48_4_4_4_2_true_midgard_MP4;2;2;8 concatenate_width_x2_f32_512_14_32_14_midgard_MP4;4;1;1 im2col3x3_nhwc_f16_1_27_12544_nhwc_g76_MP4;2;2;1 activation_layer_f32_96_112_midgard_MP4;2;1;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_36_512_128_24_4_4_4_2_true_midgard_MP4;2;1;8 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_1001_1280_1_1_2_8_500_true_midgard_MP4;24;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_33_64_384_33_4_4_4_4_8_true_true_midgard_MP4;2;12;1 pooling_layer_f16_nhwc_14_14_480_nhwc_g76_MP4;3;1;1 depthwise_convolution_3x3_nhwc_stride1_384_19_19_384_19_F16_g76_MP4;4;5;6 elementwise_operation_ADD_f16_352_28_saturate_nchw_midgard_MP4;2;1;2 activation_layer_f32_64_40_midgard_MP4;2;2;5 activation_layer_f16_448_9_midgard_MP4;2;4;9 activation_layer_f16_576_19_midgard_MP4;9;10;1 gemm_reshape_lhs_matrix_3d_f16_1024_216_1_4_4_4_true_true_g76_MP4;2;6;1 gemm_reshape_lhs_matrix_3d_f16_6144_11_1_4_4_4_true_true_g76_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_2304_49_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_54_256_256_36_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_2048_1024_7_4_4_2_8_16_false_false_midgard_MP4;2;13;1 pooling_layer_f16_nhwc_27_27_128_nhwc_g76_MP4;2;1;2 winograd_output_transform_4x4_3x3_nhwc_f16_32_2304_32_192_nhwc_midgard_MP4;4;10;1 winograd_input_transform_1x2_1x7_stepz1_nhwc160_19_19_0_3_nhwc_midgard_MP4;4;5;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_36_128_128_64_4_4_4_4_8_true_true_midgard_MP4;2;11;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_32_528_14_4_4_4_4_8_true_true_midgard_MP4;2;6;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_544_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_192_48_36_4_4_4_4_8_true_true_midgard_MP4;2;2;6 gemm_reshape_lhs_matrix_3d_f16_4096_64_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_2304_196_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_3584_49_1_4_4_4_true_true_g76_MP4;2;2;1 im2col3x3_nhwc_f32_1_864_289_nhwc_g76_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_64_16_512_64_4_4_4_4_1_true_true_midgard_MP4;1;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_36_1024_256_24_4_4_4_4_8_true_true_midgard_MP4;2;8;1 elementwise_operation_ADD_f16_1024_7_saturate_nchw_midgard_MP4;2;2;3 elementwise_operation_ADD_f16_32_65_saturate_nhwc_midgard_MP4;1;3;1 winograd_input_transform_4x4_3x3_stepz1_nhwc64_35_35_1_1_nhwc_midgard_MP4;12;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_196_192_64_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 elementwise_operation_ADD_f32_256_36_saturate_nhwc_midgard_MP4;1;1;2 im2col3x3_nhwc_f16_1_2304_3456_nhwc_g76_MP4;4;2;1 fill_image_borders_constant_f32_128_30_constant_midgard_MP4;24;1;6 no_config_idreverse_f16_128_3_3_midgard_MP4;16;3;3 gemm_reshape_lhs_matrix_f16_512_216_36_4_4_4_true_true_g76_MP4;2;2;1 elementwise_operation_ADD_f16_832_7_saturate_nchw_midgard_MP4;1;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_9_192_1728_9_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_128_768_7_4_4_4_4_8_true_true_midgard_MP4;32;6;1 elementwise_operation_ADD_f16_576_7_saturate_nchw_midgard_MP4;32;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_864_14_4_4_4_4_8_true_true_midgard_MP4;2;30;1 gemm_reshape_lhs_matrix_3d_f16_6656_13_1_4_4_4_true_true_g76_MP4;2;6;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_14_128_832_14_4_4_2_8_16_false_false_midgard_MP4;2;18;1 pooling_layer_f16_nhwc_75_75_64_nhwc_g76_MP4;2;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_7_640_160_7_4_4_4_4_8_true_true_midgard_MP4;2;12;1 winograd_output_transform_4x1_3x1_nhwc_f32_384_27_384_9_nhwc_midgard_MP4;4;10;1 activation_layer_f32_64_256_midgard_MP4;2;2;1 winograd_output_transform_4x4_3x3_nhwc_f16_64_4096_64_256_nhwc_midgard_MP4;4;10;1 gemm_reshape_lhs_matrix_f16_1024_1_36_4_4_4_true_true_g76_MP4;2;4;3 gemm_mm_reshaped_lhs_t_rhs_nt_f16_441_192_80_36_4_4_4_4_8_true_true_midgard_MP4;2;16;1 gemm_mm_reshaped_lhs_nt_rhs_t_add_bias_broadcast_bias_3do_f32_7_128_960_7_4_4_2_8_16_false_false_midgard_MP4;2;12;1 gemm_reshape_lhs_matrix_3d_f32_24576_12_1_4_2_8_false_false_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_5120_4_1_4_4_4_true_true_g76_MP4;5;13;1 im2col_generic_nhwc_f16_1_512_4096_nhwc_g76_MP4;4;12;1 elementwise_operation_ADD_f16_160_32_saturate_nhwc_midgard_MP4;2;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_72_128_256_48_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f32_40_48_192_40_4_4_4_2_true_midgard_MP4;14;5;1 activation_layer_f32_128_5_midgard_MP4;2;4;1 pooling_layer_f16_nhwc_28_28_128_nhwc_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_129_256_304_129_4_4_4_4_8_true_true_midgard_MP4;2;4;1 fill_image_borders_constant_f16_160_14_constant_midgard_MP4;10;2;3 no_config_idreverse_f32_64_4_4_midgard_MP4;1;9;1 fill_image_borders_constant_f16_48_13_constant_midgard_MP4;57;1;1 no_config_idreverse_f16_32_4_4_midgard_MP4;2;26;6 gemm_reshape_lhs_matrix_3d_f16_4096_11_1_4_4_4_true_true_g76_MP4;2;24;1 activation_layer_f16_864_7_midgard_MP4;2;3;3 pooling_layer_f16_nhwc_13_13_256_nhwc_g76_MP4;2;1;2 im2col3x3_nhwc_f16_1_27_147456_nhwc_g76_MP4;2;2;1 pooling_layer_f32_nhwc_14_14_256_nhwc_g76_MP4;10;1;1 elementwise_operation_ADD_f16_576_14_saturate_nchw_midgard_MP4;3;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_9216_3_32_64_4_4_4_8_1_true_true_midgard_MP4;1;4;1 gemm_reshape_lhs_matrix_3d_f16_32768_6_1_4_4_4_true_true_g76_MP4;2;4;1 fill_image_borders_constant_f16_192_12_constant_midgard_MP4;12;7;3 activation_layer_f16_8_64_midgard_MP4;1;2;2 fill_image_borders_constant_f32_448_8_constant_midgard_MP4;8;1;7 im2col3x3_nhwc_f16_1_27_66049_nhwc_g76_MP4;2;2;1 elementwise_operation_ADD_f16_128_143_saturate_nhwc_midgard_MP4;2;1;1 activation_layer_f16_192_26_midgard_MP4;3;3;2 gemm_reshape_lhs_matrix_f16_1536_7_36_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_1024_18_36_4_4_8_true_true_g76_MP4;2;2;1 activation_layer_f16_608_14_midgard_MP4;9;1;2 gemm_mm_reshaped_lhs_t_rhs_nt_f16_576_3_32_36_4_4_4_8_1_true_true_midgard_MP4;1;18;1 winograd_output_transform_4x4_3x3_nhwc_f16_546_1_546_3_nhwc_midgard_MP4;35;1;1 concatenate_width_x2_f32_896_14_32_14_midgard_MP4;4;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_32_128_36_4_4_4_4_8_true_true_midgard_MP4;2;2;9 winograd_output_transform_4x4_3x3_nhwc_f16_273_25_273_19_nhwc_midgard_MP4;12;6;1 gemm_mm_reshaped_only_rhs_t_f32_4096_64_64_36_4_4_4_2_true_midgard_MP4;2;16;1 activation_layer_f16_184_32_midgard_MP4;23;1;2 gemm_reshape_lhs_matrix_3d_f16_5632_13_1_4_4_4_true_true_g76_MP4;2;8;1 elementwise_operation_ADD_f32_160_7_saturate_nhwc_midgard_MP4;2;1;2 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_f16_1_546_128_1_1_2_8_273_true_midgard_MP4;3;1;1 gemm_reshape_lhs_matrix_3d_f16_3072_49_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_64_480_14_4_4_4_4_8_true_true_midgard_MP4;2;8;1 activation_layer_f16_208_14_midgard_MP4;2;1;2 gemm_reshape_lhs_matrix_3d_f16_4864_1041_1_4_4_4_true_true_g76_MP4;2;8;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_16_64_24_36_4_4_4_4_8_true_true_midgard_MP4;2;2;3 activation_layer_f16_32_256_midgard_MP4;2;11;1 fill_image_borders_constant_f16_32_170_constant_midgard_MP4;36;1;10 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_19_160_768_19_4_4_4_4_8_true_true_midgard_MP4;2;14;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_33_160_960_33_4_4_4_4_8_true_true_midgard_MP4;2;4;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_256_320_32_4_4_4_4_8_true_true_midgard_MP4;2;8;1 elementwise_operation_ADD_f16_3_1_saturate_nhwc_midgard_MP4;13;4;5 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_40_64_192_40_4_4_4_4_8_true_true_midgard_MP4;2;10;1 elementwise_operation_ADD_f16_864_14_saturate_nchw_midgard_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_9_384_1280_9_4_4_4_4_8_true_true_midgard_MP4;2;32;1 gemm_mm_reshaped_lhs_nt_rhs_t_f32_9_512_512_36_4_4_2_1_16_false_false_midgard_MP4;64;3;2 gemm_reshape_lhs_matrix_f16_448_4065_1_4_4_4_true_true_g76_MP4;1;4;1 concatenate_width_x2_f16_608_14_32_14_midgard_MP4;5;8;1 activation_layer_f16_640_14_midgard_MP4;9;1;2 activation_layer_f16_192_7_midgard_MP4;2;4;6 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4_32_128_36_4_4_4_1_8_true_true_midgard_MP4;6;1;20 depthwise_convolution_3x3_nhwc_stride1_960_7_7_960_7_F16_g76_MP4;20;4;4 gemm_reshape_lhs_matrix_3d_f32_2048_7_1_4_2_1_false_false_g76_MP4;38;1;1 gemm_reshape_lhs_matrix_3d_f16_2304_265_1_4_4_4_true_true_g76_MP4;4;1;1 convert_depth_up_f16_19_129_19_129_midgard_MP4;2;1;1 concatenate_width_x2_f16_416_14_32_14_midgard_MP4;31;4;3 activation_layer_f16_192_32_midgard_MP4;3;15;1 elementwise_operation_ADD_f16_672_14_saturate_nchw_midgard_MP4;2;2;1 winograd_output_transform_4x4_5x5_nhwc_f16_128_36_128_24_nhwc_midgard_MP4;4;10;1 gemm_reshape_lhs_matrix_3d_f16_4608_49_1_4_4_4_true_true_g76_MP4;2;10;1 activation_layer_f16_960_33_midgard_MP4;5;1;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_14_128_1152_14_4_4_4_4_8_true_true_midgard_MP4;2;4;1 elementwise_operation_ADD_f16_160_28_saturate_nchw_midgard_MP4;2;2;1 convert_depth_down_f32_3_96_3_96_midgard_MP4;1;3;1 winograd_output_transform_2x2_7x7_nhwc_f16_64_576_64_48_nhwc_midgard_MP4;4;8;1 scale_Bord_reptopleftnhwc_256_129_129_1_g76_MP4;8;5;1 gemm_mm_reshaped_lhs_t_rhs_nt_f16_4096_64_64_36_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_f16_2048_3_36_4_4_4_true_true_g76_MP4;2;2;1 pooling_layer_f16_nhwc_1_1_1280_nhwc_g76_MP4;55;1;1 pooling_layer_f16_nhwc_12_12_192_nhwc_g76_MP4;3;3;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_129_24_144_129_4_4_4_4_1_true_true_midgard_MP4;2;18;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_172_32_27_172_4_4_4_4_8_true_true_midgard_MP4;2;24;1 gemm_reshape_lhs_matrix_3d_f16_15360_69_1_4_4_4_true_true_g76_MP4;2;8;1 fill_image_borders_constant_f16_24_14_constant_midgard_MP4;3;12;3 fill_image_borders_constant_f16_192_26_constant_midgard_MP4;8;1;11 gemm_reshape_lhs_matrix_3d_f16_512_4129_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_28_128_224_28_4_4_4_4_8_true_true_midgard_MP4;2;12;1 activation_layer_f32_32_384_midgard_MP4;2;9;1 elementwise_operation_ADD_f16_96_33_saturate_nhwc_midgard_MP4;2;2;1 gemm_reshape_lhs_matrix_3d_f16_13824_13_1_4_4_4_true_true_g76_MP4;2;10;1 depthwise_convolution_3x3_nhwc_stride1_192_28_28_192_28_F16_g76_MP4;4;5;3 gemm_reshape_lhs_matrix_3d_f16_1024_64_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_mm_reshaped_lhs_t_rhs_nt_add_bias_broadcast_bias_3do_f16_32_576_96_32_4_4_4_4_8_true_true_midgard_MP4;2;8;1 gemm_reshape_lhs_matrix_3d_f16_2560_69_1_4_4_4_true_true_g76_MP4;2;2;1 gemm_reshape_lhs_matrix_f16_1024_36_36_4_4_4_true_true_g76_MP4;2;2;1 fill_image_borders_constant_f16_64_24_constant_midgard_MP4;28;1;3 winograd_output_transform_4x4_3x3_nhwc_f32_128_54_128_36_nhwc_midgard_MP4;4;2;1 gemm_mm_reshaped_only_rhs_t_add_bias_broadcast_bias_3do_f16_1_64_243_1_1_2_8_32_true_midgard_MP4;5;1;1 elementwise_operation_ADD_f16_1024_14_saturate_nhwc_midgard_MP4;3;1;1