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: -0.11245388 , 0.10340247 , 0.001591533 weight total # of elements, shape: 1728 , [64, 3, 3, 3] # of unique elements: 1728 min, max, mean: -0.7012884 , 0.76133716 , -0.00029134436 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: -0.40471938 , 0.22852542 , 0.08551041 weight total # of elements, shape: 2048 , [32, 64, 1, 1] # of unique elements: 2048 min, max, mean: -0.59585965 , 0.46755692 , -0.0164743 conv1_3 output_shift: [-2.] 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: -0.43269184 , 0.4354972 , 0.075772524 weight total # of elements, shape: 18432 , [64, 32, 3, 3] # of unique elements: 18431 min, max, mean: -0.55321246 , 0.3909786 , -0.004218949 conv2_1 output_shift: [-3.] 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: -0.3348623 , 0.36877617 , 0.064229615 weight total # of elements, shape: 18432 , [32, 64, 3, 3] # of unique elements: 18431 min, max, mean: -0.23059952 , 0.1768544 , -0.0002033399 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: -0.27203873 , 0.44126716 , 0.070215635 weight total # of elements, shape: 2048 , [64, 32, 1, 1] # of unique elements: 2048 min, max, mean: -1.081907 , 1.2835066 , -0.022990013 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: -0.65168923 , 0.6424291 , 0.046436235 weight total # of elements, shape: 73728 , [128, 64, 3, 3] # of unique elements: 73691 min, max, mean: -0.1757474 , 0.16606377 , 4.4539163e-05 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: -0.37927154 , 0.72376007 , 0.15195552 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16380 min, max, mean: -0.61208266 , 0.55124444 , -0.01141741 conv4_1 output_shift: [-3.] 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: -0.62133706 , 0.669571 , -0.09196919 weight total # of elements, shape: 73728 , [64, 128, 3, 3] # of unique elements: 73693 min, max, mean: -0.11380878 , 0.14027645 , 0.00026837227 conv4_2 output_shift: [-2.] 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: -0.3281726 , 0.19478674 , 0.017257225 weight total # of elements, shape: 73728 , [128, 64, 3, 3] # of unique elements: 73688 min, max, mean: -0.2758857 , 0.2754693 , 0.00037729595 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: -0.26617277 , 0.6138764 , 0.112761155 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16382 min, max, mean: -0.44473115 , 0.56870544 , -0.00018005852 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: -0.17998613 , 0.24179709 , -0.00045737333 weight total # of elements, shape: 51200 , [100, 512] # of unique elements: 51181 min, max, mean: -2.0958986 , 1.6769325 , -0.15933196