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: -0.09763674 , 0.08732803 , 0.0006905794 weight total # of elements, shape: 1728 , [64, 3, 3, 3] # of unique elements: 1728 min, max, mean: -0.7342287 , 0.86711884 , -0.00071328814 conv1_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: 32 , [32] # of unique elements: 32 min, max, mean: -0.38424972 , 0.27241862 , 0.10525063 weight total # of elements, shape: 2048 , [32, 64, 1, 1] # of unique elements: 2048 min, max, mean: -0.59332895 , 0.41311347 , -0.018598543 conv1_3 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: 64 , [64] # of unique elements: 64 min, max, mean: -0.3860237 , 0.5209098 , 0.09245379 weight total # of elements, shape: 18432 , [64, 32, 3, 3] # of unique elements: 18427 min, max, mean: -0.5858764 , 0.47067192 , -0.0042794654 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: -0.5581179 , 0.4162186 , 0.03879378 weight total # of elements, shape: 18432 , [32, 64, 3, 3] # of unique elements: 18426 min, max, mean: -0.20846371 , 0.19582224 , 0.00040720336 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: -0.5586003 , 0.4403127 , 0.049198207 weight total # of elements, shape: 2048 , [64, 32, 1, 1] # of unique elements: 2048 min, max, mean: -0.9156108 , 1.1265619 , -0.016320027 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: -0.6626083 , 0.7643094 , 0.07738045 weight total # of elements, shape: 73728 , [128, 64, 3, 3] # of unique elements: 73675 min, max, mean: -0.15631889 , 0.16410363 , -0.00024500678 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: -0.4948001 , 0.6649789 , 0.15025692 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16380 min, max, mean: -0.5555891 , 0.5185376 , -0.014057841 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: -0.60154 , 0.678474 , -0.060857046 weight total # of elements, shape: 73728 , [64, 128, 3, 3] # of unique elements: 73670 min, max, mean: -0.13421577 , 0.13600616 , 0.000336579 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: -0.16241989 , 0.22186275 , 0.035726417 weight total # of elements, shape: 73728 , [128, 64, 3, 3] # of unique elements: 73666 min, max, mean: -0.2782171 , 0.3568763 , -0.0006378573 conv5_1 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: -0.3688353 , 0.4817295 , 0.100752056 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16382 min, max, mean: -0.45492658 , 0.6571981 , -0.0010069595 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: -0.22445635 , 0.2548512 , -0.0050179153 weight total # of elements, shape: 51200 , [100, 512] # of unique elements: 51173 min, max, mean: -2.219185 , 1.5888963 , -0.16028893