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: -0.11813875 , 0.060958907 , -0.001200831 weight total # of elements, shape: 1728 , [64, 3, 3, 3] # of unique elements: 1728 min, max, mean: -0.7455433 , 0.671916 , -0.00076643866 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: -0.42276883 , 0.23238021 , 0.09066032 weight total # of elements, shape: 2048 , [32, 64, 1, 1] # of unique elements: 2029 min, max, mean: -0.6250661 , 0.5108482 , -0.0215636 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: -0.2868904 , 0.55926675 , 0.08686462 weight total # of elements, shape: 18432 , [64, 32, 3, 3] # of unique elements: 18426 min, max, mean: -0.5628503 , 0.4220557 , -0.008933622 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: -0.44477352 , 0.422497 , 0.024444483 weight total # of elements, shape: 18432 , [32, 64, 3, 3] # of unique elements: 18430 min, max, mean: -0.32489958 , 0.23538375 , -0.0016329655 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: -0.42784423 , 0.42709535 , 0.045108758 weight total # of elements, shape: 2048 , [64, 32, 1, 1] # of unique elements: 2048 min, max, mean: -1.1757163 , 1.3093548 , -0.025980728 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: -0.5679986 , 0.7743144 , 0.07456434 weight total # of elements, shape: 73728 , [128, 64, 3, 3] # of unique elements: 73694 min, max, mean: -0.19645327 , 0.16555364 , -0.0011221194 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: -0.55822414 , 0.6331916 , 0.14531213 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16380 min, max, mean: -0.74028367 , 0.57661617 , -0.017740514 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: -0.7003891 , 0.77898175 , -0.042929634 weight total # of elements, shape: 73728 , [64, 128, 3, 3] # of unique elements: 73707 min, max, mean: -0.1470842 , 0.17760502 , -0.00078346673 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: -0.22142766 , 0.20997818 , 0.025863137 weight total # of elements, shape: 73728 , [128, 64, 3, 3] # of unique elements: 73510 min, max, mean: -0.2756333 , 0.26219037 , -0.0034962785 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: -0.31554478 , 0.72608846 , 0.11502842 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16035 min, max, mean: -0.4534627 , 0.6127872 , -0.005933266 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: -0.2476085 , 0.23245908 , -0.0023603674 weight total # of elements, shape: 51200 , [100, 512] # of unique elements: 51176 min, max, mean: -2.1792614 , 1.4684527 , -0.16165127