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Top: |
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epoch |
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state_dict |
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arch |
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optimizer_state_dict |
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optimizer_type |
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compression_sched |
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extras |
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arch: ai85nascifarnet |
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extras: {'current_top1': 64.22, 'best_top1': 64.22, 'best_epoch': 254, 'clipping_method': 'MAX_BIT_SHIFT'} |
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state_dict: |
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conv1_1 |
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output_shift: [-0.] |
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adjust_output_shift: [0.] |
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quantize_activation: [1.] |
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shift_quantile: [0.995] |
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weight bits: [8.] |
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bias_bits: [8.] |
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bias |
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total |
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min, max, mean: -1625.0 , 1508.0 , 104.171875 |
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weight |
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total |
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min, max, mean: -108.0 , 127.0 , -0.11921296 |
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conv1_2 |
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output_shift: [-1.] |
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adjust_output_shift: [0.] |
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quantize_activation: [1.] |
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shift_quantile: [0.995] |
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weight bits: [8.] |
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bias_bits: [8.] |
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bias |
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total |
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min, max, mean: -9670.0 , 7746.0 , 3041.8125 |
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weight |
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total |
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min, max, mean: -128.0 , 115.0 , -4.880371 |
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conv1_3 |
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output_shift: [-1.] |
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adjust_output_shift: [0.] |
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quantize_activation: [1.] |
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shift_quantile: [0.995] |
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weight bits: [8.] |
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bias_bits: [8.] |
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bias |
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total |
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min, max, mean: -10111.0 , 16383.0 , 2751.25 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -1.8574761 |
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conv2_1 |
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output_shift: [-3.] |
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adjust_output_shift: [0.] |
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quantize_activation: [1.] |
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shift_quantile: [0.995] |
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weight bits: [8.] |
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bias_bits: [8.] |
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bias |
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total |
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min, max, mean: -16384.0 , 16383.0 , 4184.625 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -0.30381945 |
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conv2_2 |
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output_shift: [-0.] |
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adjust_output_shift: [0.] |
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quantize_activation: [1.] |
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shift_quantile: [0.995] |
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weight bits: [8.] |
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bias_bits: [8.] |
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bias |
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total |
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min, max, mean: -6662.0 , 9154.0 , 423.60938 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -3.1674805 |
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conv3_1 |
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output_shift: [-3.] |
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adjust_output_shift: [0.] |
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quantize_activation: [1.] |
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shift_quantile: [0.995] |
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weight bits: [8.] |
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bias_bits: [8.] |
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bias |
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total |
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min, max, mean: -16384.0 , 16383.0 , 4185.4375 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -0.86854386 |
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conv3_2 |
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output_shift: [-1.] |
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adjust_output_shift: [0.] |
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quantize_activation: [1.] |
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shift_quantile: [0.995] |
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weight bits: [8.] |
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bias_bits: [8.] |
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bias |
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total |
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min, max, mean: -16384.0 , 16383.0 , 4592.4453 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -4.216797 |
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conv4_1 |
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output_shift: [-3.] |
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adjust_output_shift: [0.] |
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quantize_activation: [1.] |
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shift_quantile: [0.995] |
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weight bits: [8.] |
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bias_bits: [8.] |
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bias |
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total |
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min, max, mean: -16384.0 , 16383.0 , -5280.2656 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , 0.3366021 |
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conv4_2 |
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output_shift: [-2.] |
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adjust_output_shift: [0.] |
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quantize_activation: [1.] |
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shift_quantile: [0.995] |
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weight bits: [8.] |
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bias_bits: [8.] |
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bias |
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total |
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min, max, mean: -12892.0 , 13250.0 , 669.0703 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -0.24837239 |
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conv5_1 |
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output_shift: [-1.] |
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adjust_output_shift: [0.] |
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quantize_activation: [1.] |
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shift_quantile: [0.995] |
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weight bits: [8.] |
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bias_bits: [8.] |
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bias |
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total |
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min, max, mean: -12592.0 , 16346.0 , 3888.5 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -0.55474854 |
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fc |
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output_shift: [2.] |
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adjust_output_shift: [0.] |
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quantize_activation: [1.] |
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shift_quantile: [0.995] |
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weight bits: [8.] |
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bias_bits: [8.] |
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bias |
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total |
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min, max, mean: -1793.0 , 1060.0 , -39.89 |
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weight |
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total |
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min, max, mean: -128.0 , 76.0 , -7.866582 |
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