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: 128 , [128] # of unique elements: 128 min, max, mean: -0.11356868 , 0.091928445 , 0.005726372 weight total # of elements, shape: 3456 , [128, 3, 3, 3] # of unique elements: 3456 min, max, mean: -0.7470972 , 0.8304557 , -0.0008773367 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: 128 , [128] # of unique elements: 128 min, max, mean: -0.41145262 , 0.30299085 , 0.11826816 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16366 min, max, mean: -0.5303318 , 0.5205089 , -0.009956859 conv1_3 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: 256 , [256] # of unique elements: 256 min, max, mean: -0.72582525 , 1.0370457 , 0.08059071 weight total # of elements, shape: 294912 , [256, 128, 3, 3] # of unique elements: 294293 min, max, mean: -0.20158304 , 0.16796228 , -0.0024090037 conv2_1 output_shift: [-4.] 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: -0.49013856 , 0.5312471 , 0.1016065 weight total # of elements, shape: 294912 , [128, 256, 3, 3] # of unique elements: 294202 min, max, mean: -0.08584305 , 0.060128834 , -0.00024059539 conv2_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: -0.6671736 , 0.7120095 , 0.08861585 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16371 min, max, mean: -0.56641173 , 0.64063776 , -0.016870284 conv3_1 output_shift: [-4.] 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: -0.8250142 , 0.74603933 , -0.0037405742 weight total # of elements, shape: 73728 , [64, 128, 3, 3] # of unique elements: 73571 min, max, mean: -0.10138782 , 0.11076212 , 0.00093133084 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: 256 , [256] # of unique elements: 256 min, max, mean: -0.33974662 , 0.44110784 , 0.07637683 weight total # of elements, shape: 16384 , [256, 64, 1, 1] # of unique elements: 16366 min, max, mean: -0.85561633 , 0.80795157 , -0.020401143 conv4_1 output_shift: [-4.] 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: -0.499701 , 0.9950852 , 0.029063346 weight total # of elements, shape: 294912 , [128, 256, 3, 3] # of unique elements: 294007 min, max, mean: -0.09003077 , 0.09095405 , -0.00023980369 conv4_2 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: -0.23323293 , 0.33829257 , 0.089144416 weight total # of elements, shape: 73728 , [64, 128, 3, 3] # of unique elements: 73565 min, max, mean: -0.23597741 , 0.21488984 , -0.0011587992 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: -0.28117087 , 0.44147873 , 0.086634256 weight total # of elements, shape: 8192 , [128, 64, 1, 1] # of unique elements: 8119 min, max, mean: -0.5141475 , 0.8037016 , 0.0038255197 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: -0.2644152 , 0.3170493 , -0.002889828 weight total # of elements, shape: 51200 , [100, 512] # of unique elements: 51181 min, max, mean: -3.9576318 , 1.9540635 , -0.22963743