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 2.162354e-03 -0.000002 0.003922 0.000005 0.007843 -128 predict/hub_input/Mul;predict/hub_input/Mul
1 SUB 231 150528.0 3.170321e-08 0.003922 0.003922 0.000015 0.007843 -1 predict/hub_input/Sub;predict/hub_input/Sub
2 CONV_2D 235 200704.0 4.148779e-02 0.000216 0.102274 0.001726 0.142475 -30 predict/MobilenetV3/Conv/BatchNorm/FusedBatchN...
3 HARD_SWISH 239 200704.0 2.981238e-02 -0.000470 0.045249 0.000893 0.089297 -124 predict/MobilenetV3/Conv/hard_swish/mul_1;pred...
4 DEPTHWISE_CONV_2D 243 50176.0 2.176653e-01 -0.022613 0.723893 0.047961 0.508746 -128 predict/MobilenetV3/expanded_conv/depthwise/Re...