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: -0.10468257 , 0.075563245 , 0.0014071614 weight total # of elements, shape: 1728 , [64, 3, 3, 3] # of unique elements: 1728 min, max, mean: -0.8909477 , 0.7126475 , -0.0017649194 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: -0.37964904 , 0.22851238 , 0.09636331 weight total # of elements, shape: 2048 , [32, 64, 1, 1] # of unique elements: 2048 min, max, mean: -0.6206478 , 0.48035166 , -0.018839637 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: -0.25792903 , 0.4632549 , 0.08173839 weight total # of elements, shape: 18432 , [64, 32, 3, 3] # of unique elements: 18426 min, max, mean: -0.5974413 , 0.44250032 , -0.005892037 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: -0.45214012 , 0.36729175 , 0.0695677 weight total # of elements, shape: 18432 , [32, 64, 3, 3] # of unique elements: 18428 min, max, mean: -0.1820527 , 0.17661493 , -5.3904045e-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: -0.3718062 , 0.43213025 , 0.06030646 weight total # of elements, shape: 2048 , [64, 32, 1, 1] # of unique elements: 2048 min, max, mean: -1.2500217 , 0.9969034 , -0.020823663 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: -0.54298604 , 0.8285807 , 0.08188485 weight total # of elements, shape: 73728 , [128, 64, 3, 3] # of unique elements: 73684 min, max, mean: -0.17556906 , 0.23762546 , -0.0002926274 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: -0.4131362 , 0.6732363 , 0.14912458 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16379 min, max, mean: -0.69071037 , 0.51138675 , -0.013018153 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: -0.62044334 , 0.785705 , -0.09482862 weight total # of elements, shape: 73728 , [64, 128, 3, 3] # of unique elements: 73663 min, max, mean: -0.12503509 , 0.13774472 , 0.00063377403 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: -0.22714604 , 0.26259202 , 0.039029084 weight total # of elements, shape: 73728 , [128, 64, 3, 3] # of unique elements: 73702 min, max, mean: -0.28169575 , 0.27129906 , -0.00039011563 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: -0.48107234 , 0.52189195 , 0.090940334 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16383 min, max, mean: -0.43410164 , 0.54937434 , 7.039722e-06 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: -0.21428631 , 0.19852366 , -0.004559571 weight total # of elements, shape: 51200 , [100, 512] # of unique elements: 51184 min, max, mean: -2.0640674 , 1.576186 , -0.16064821