Top: epoch state_dict arch optimizer_state_dict optimizer_type compression_sched extras ------------------------------------- arch: ai85nascifarnet ------------------------------------- extras: {'current_top1': 64.22, 'best_top1': 64.22, 'best_epoch': 254} ------------------------------------- state_dict: conv1_1 output_shift: [-0.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.995] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 64 , [64] # of unique elements: 64 min, max, mean: -0.09915378 , 0.09204 , 0.0063624056 weight total # of elements, shape: 1728 , [64, 3, 3, 3] # of unique elements: 1728 min, max, mean: -0.84696245 , 1.1112751 , -0.0008976079 conv1_2 output_shift: [-1.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.995] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 32 , [32] # of unique elements: 32 min, max, mean: -0.2951058 , 0.23640244 , 0.092828415 weight total # of elements, shape: 2048 , [32, 64, 1, 1] # of unique elements: 2048 min, max, mean: -0.7373194 , 0.44878253 , -0.019591264 conv1_3 output_shift: [-1.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.995] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 64 , [64] # of unique elements: 64 min, max, mean: -0.30855986 , 0.693667 , 0.08807719 weight total # of elements, shape: 18432 , [64, 32, 3, 3] # of unique elements: 18430 min, max, mean: -0.6356779 , 0.5100014 , -0.007253295 conv2_1 output_shift: [-3.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.995] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 32 , [32] # of unique elements: 32 min, max, mean: -0.31673366 , 0.40933654 , 0.06309093 weight total # of elements, shape: 18432 , [32, 64, 3, 3] # of unique elements: 18428 min, max, mean: -0.20186085 , 0.13162184 , -0.00032190484 conv2_2 output_shift: [-0.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.995] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 64 , [64] # of unique elements: 64 min, max, mean: -0.40663403 , 0.55869764 , 0.0258563 weight total # of elements, shape: 2048 , [64, 32, 1, 1] # of unique elements: 2048 min, max, mean: -1.0215096 , 1.1574557 , -0.02458459 conv3_1 output_shift: [-3.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.995] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 128 , [128] # of unique elements: 128 min, max, mean: -0.8637496 , 0.5970162 , 0.06503527 weight total # of elements, shape: 73728 , [128, 64, 3, 3] # of unique elements: 73691 min, max, mean: -0.16972955 , 0.16067581 , -0.0008539596 conv3_2 output_shift: [-1.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.995] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 128 , [128] # of unique elements: 128 min, max, mean: -0.6162412 , 0.63014615 , 0.14240861 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16382 min, max, mean: -0.73204803 , 0.53455 , -0.016491221 conv4_1 output_shift: [-3.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.995] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 64 , [64] # of unique elements: 64 min, max, mean: -0.8245195 , 0.66664016 , -0.12423959 weight total # of elements, shape: 73728 , [64, 128, 3, 3] # of unique elements: 73678 min, max, mean: -0.14312877 , 0.1287679 , 0.00032960868 conv4_2 output_shift: [-2.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.995] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 128 , [128] # of unique elements: 128 min, max, mean: -0.1967214 , 0.20217843 , 0.010209089 weight total # of elements, shape: 73728 , [128, 64, 3, 3] # of unique elements: 73682 min, max, mean: -0.30298415 , 0.28219885 , -0.0004859008 conv5_1 output_shift: [-1.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.995] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 128 , [128] # of unique elements: 128 min, max, mean: -0.38426986 , 0.49884903 , 0.118667394 weight total # of elements, shape: 16384 , [128, 128, 1, 1] # of unique elements: 16381 min, max, mean: -0.50060964 , 0.63138735 , -0.0021428664 fc output_shift: [2.] adjust_output_shift: [1.] quantize_activation: [1.] shift_quantile: [0.995] weight bits: [8.] bias_bits: [8.] bias total # of elements, shape: 100 , [100] # of unique elements: 100 min, max, mean: -0.4378246 , 0.25890234 , -0.009742113 weight total # of elements, shape: 51200 , [100, 512] # of unique elements: 51182 min, max, mean: -4.1657553 , 2.3732517 , -0.2458537