Top: epoch extras state_dict arch ------------------------------------- arch: ai85nascifarnet ------------------------------------- extras: None ------------------------------------- state_dict: conv1_1 output_shift: [-0.] 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: -0.1062945 , 0.11649261 , 0.0042711664 weight total # of elements, shape: 3456 , [128, 3, 3, 3] # of unique elements: 3456 min, max, mean: -0.81091905 , 1.0096906 , -0.0011215414 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: -0.38302064 , 0.2630111 , 0.09883679 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16366 min, max, mean: -0.6458351 , 0.48061106 , -0.014299535 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: -0.44141898 , 0.9098679 , 0.08919213 weight total # of elements, shape: 294912 , [256, 128, 3, 3] # of unique elements: 294335 min, max, mean: -0.1915816 , 0.16559647 , -0.0038295325 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: -0.45334312 , 0.56368154 , 0.108843796 weight total # of elements, shape: 294912 , [128, 256, 3, 3] # of unique elements: 294393 min, max, mean: -0.11026993 , 0.06633544 , -0.0010007931 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: -0.7490978 , 0.6358313 , 0.09368026 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16383 min, max, mean: -0.6281223 , 0.65266085 , -0.021354973 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: -0.6982394 , 0.9027271 , 0.0025540655 weight total # of elements, shape: 73728 , [64, 128, 3, 3] # of unique elements: 73699 min, max, mean: -0.1486163 , 0.1421723 , -4.3654596e-05 conv3_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: 256 , [256] # of unique elements: 256 min, max, mean: -0.34901744 , 0.40962565 , 0.04933401 weight total # of elements, shape: 16384 , [256, 64, 1, 1] # of unique elements: 16381 min, max, mean: -0.7871786 , 0.8800293 , -0.019785387 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: -0.50292665 , 0.59448224 , 0.05066337 weight total # of elements, shape: 294912 , [128, 256, 3, 3] # of unique elements: 294407 min, max, mean: -0.10920182 , 0.13385801 , -0.00080923137 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: -0.33529556 , 0.38338777 , 0.091318294 weight total # of elements, shape: 73728 , [64, 128, 3, 3] # of unique elements: 73652 min, max, mean: -0.21086846 , 0.19986778 , -0.0023538435 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: -0.3798907 , 0.41461912 , 0.082057945 weight total # of elements, shape: 8192 , [128, 64, 1, 1] # of unique elements: 8136 min, max, mean: -0.5600442 , 0.8380049 , -0.010083143 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: -0.25300184 , 0.20809306 , -0.00476943 weight total # of elements, shape: 51200 , [100, 512] # of unique elements: 51186 min, max, mean: -3.399373 , 2.1379414 , -0.231394