Top: epoch extras state_dict arch ------------------------------------- arch: ai85nascifarnet ------------------------------------- extras: None ------------------------------------- state_dict: conv1_1 output_shift: [-1.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.985] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 64 , [64] # of unique elements: 64 min, max, mean: -0.09798126 , 0.08990779 , 0.008875869 weight total # of elements, shape: 1728 , [64, 3, 3, 3] # of unique elements: 1728 min, max, mean: -0.59848505 , 0.75632256 , -0.0006143634 conv1_2 output_shift: [-1.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.985] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 32 , [32] # of unique elements: 32 min, max, mean: -0.31733915 , 0.22386183 , 0.10140069 weight total # of elements, shape: 2048 , [32, 64, 1, 1] # of unique elements: 2048 min, max, mean: -0.58420384 , 0.40819037 , -0.01869129 conv1_3 output_shift: [-1.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.985] weight bits: [2.] bias_bits: [8.] bias total # of elements, shape: 64 , [64] # of unique elements: 64 min, max, mean: -0.23203957 , 0.51034755 , 0.08287333 weight total # of elements, shape: 18432 , [64, 32, 3, 3] # of unique elements: 18431 min, max, mean: -0.59151775 , 0.43220478 , -0.0057644206 conv2_1 output_shift: [-3.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.985] weight bits: [2.] bias_bits: [8.] bias total # of elements, shape: 32 , [32] # of unique elements: 32 min, max, mean: -0.30094182 , 0.42980048 , 0.070355654 weight total # of elements, shape: 18432 , [32, 64, 3, 3] # of unique elements: 18428 min, max, mean: -0.16991019 , 0.21769144 , 4.4027212e-05 conv2_2 output_shift: [-0.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.985] weight bits: [2.] bias_bits: [8.] bias total # of elements, shape: 64 , [64] # of unique elements: 64 min, max, mean: -0.5276564 , 0.5653206 , 0.052891113 weight total # of elements, shape: 2048 , [64, 32, 1, 1] # of unique elements: 2048 min, max, mean: -0.9724338 , 1.1061882 , -0.018025849 conv3_1 output_shift: [-3.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.985] weight bits: [2.] bias_bits: [8.] bias total # of elements, shape: 128 , [128] # of unique elements: 128 min, max, mean: -0.6170407 , 0.65429825 , 0.078679465 weight total # of elements, shape: 73728 , [128, 64, 3, 3] # of unique elements: 73688 min, max, mean: -0.16440398 , 0.16517481 , -0.00033442382 conv3_2 output_shift: [-1.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.985] weight bits: [2.] bias_bits: [8.] bias total # of elements, shape: 128 , [128] # of unique elements: 128 min, max, mean: -0.3768113 , 0.6656874 , 0.15580902 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16380 min, max, mean: -0.58836114 , 0.5506579 , -0.013571151 conv4_1 output_shift: [-3.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.985] weight bits: [2.] bias_bits: [8.] bias total # of elements, shape: 64 , [64] # of unique elements: 64 min, max, mean: -0.6558978 , 0.82889 , -0.069669336 weight total # of elements, shape: 73728 , [64, 128, 3, 3] # of unique elements: 73680 min, max, mean: -0.13145642 , 0.13042527 , 0.0003467776 conv4_2 output_shift: [-2.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.985] weight bits: [2.] bias_bits: [8.] bias total # of elements, shape: 128 , [128] # of unique elements: 128 min, max, mean: -0.32796454 , 0.26320904 , 0.056867614 weight total # of elements, shape: 73728 , [128, 64, 3, 3] # of unique elements: 73674 min, max, mean: -0.3363212 , 0.26312655 , -7.0956354e-05 conv5_1 output_shift: [-1.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.985] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 128 , [128] # of unique elements: 128 min, max, mean: -0.38399914 , 0.5454449 , 0.09726812 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16378 min, max, mean: -0.4663344 , 0.5532854 , -0.0005959581 fc output_shift: [1.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.985] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 100 , [100] # of unique elements: 100 min, max, mean: -0.198709 , 0.18128031 , -0.0039853672 weight total # of elements, shape: 51200 , [100, 512] # of unique elements: 51173 min, max, mean: -2.3624063 , 1.3867925 , -0.15939271