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: -0.12141815 , 0.10342032 , 0.0030579478 weight total # of elements, shape: 3456 , [128, 3, 3, 3] # of unique elements: 3456 min, max, mean: -0.9258575 , 1.0867571 , -0.00094597205 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: -0.42035758 , 0.27567905 , 0.1199088 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16363 min, max, mean: -0.69036406 , 0.46215373 , -0.00803211 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: -0.5252101 , 0.76673394 , 0.10533109 weight total # of elements, shape: 294912 , [256, 128, 3, 3] # of unique elements: 294292 min, max, mean: -0.20648248 , 0.17757419 , -0.0014420272 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: -0.4867367 , 0.63989335 , 0.12088616 weight total # of elements, shape: 294912 , [128, 256, 3, 3] # of unique elements: 294204 min, max, mean: -0.08467322 , 0.060850546 , -0.00013407545 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: -0.60794014 , 0.7731587 , 0.10950339 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16334 min, max, mean: -0.588682 , 0.65911394 , -0.0124414 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: -0.6709536 , 0.90434617 , -0.046010096 weight total # of elements, shape: 73728 , [64, 128, 3, 3] # of unique elements: 73625 min, max, mean: -0.090010956 , 0.12963162 , 0.0004867123 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: -0.43939522 , 0.5542811 , 0.06785342 weight total # of elements, shape: 16384 , [256, 64, 1, 1] # of unique elements: 16169 min, max, mean: -0.8439546 , 0.8458319 , -0.014337172 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: -0.69682604 , 0.707377 , 0.03144107 weight total # of elements, shape: 294912 , [128, 256, 3, 3] # of unique elements: 294074 min, max, mean: -0.0944709 , 0.09537982 , 5.3931428e-05 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: -0.45413327 , 0.40575495 , 0.101883814 weight total # of elements, shape: 73728 , [64, 128, 3, 3] # of unique elements: 73538 min, max, mean: -0.2167601 , 0.2236249 , 0.00013782765 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: -0.4686328 , 0.47734067 , 0.11835486 weight total # of elements, shape: 8192 , [128, 64, 1, 1] # of unique elements: 8094 min, max, mean: -0.49763885 , 0.9475825 , 0.0046607344 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: -0.2936688 , 0.2124647 , -0.004038828 weight total # of elements, shape: 51200 , [100, 512] # of unique elements: 51185 min, max, mean: -3.230919 , 1.8885088 , -0.23695616