op_name tensor_idx num_elements stddev mean_error max_abs_error mean_squared_error scale zero_point tensor_name
0 MUL 227 150528.0 0.002162 -0.000002 0.003922 0.000005 0.007843 -128 predict/hub_input/Mul;predict/hub_input/Mul
1 SUB 231 150528.0 0.003496 -0.000519 0.003922 0.000015 0.007843 -1 predict/hub_input/Sub;predict/hub_input/Sub
2 CONV_2D 235 200704.0 0.041482 0.000221 0.102323 0.001726 0.142475 -30 predict/MobilenetV3/Conv/BatchNorm/FusedBatchN...
3 HARD_SWISH 239 200704.0 0.029796 -0.000473 0.045248 0.000892 0.089297 -124 predict/MobilenetV3/Conv/hard_swish/mul_1;pred...
4 DEPTHWISE_CONV_2D 243 50176.0 0.213523 -0.016959 0.717271 0.045959 0.508746 -128 predict/MobilenetV3/expanded_conv/depthwise/Re...