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Top: |
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epoch |
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extras |
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state_dict |
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arch |
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arch: ai85nascifarnet |
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extras: {'best epoch': 123456789, 'best_top1': 64.30999636650085, 'clipping_method': 'MAX_BIT_SHIFT', 'current_top1': 64.30999636650085} |
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state_dict: |
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conv1_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: -3312.0 , 3647.0 , 219.67188 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -0.13599537 |
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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: -15230.0 , 7686.0 , 2532.1875 |
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weight |
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total |
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min, max, mean: -128.0 , 112.0 , -3.5986328 |
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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: -12256.0 , 15312.0 , 2155.4844 |
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weight |
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total |
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min, max, mean: -128.0 , 121.0 , -1.7572157 |
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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 , 5156.5625 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -0.35975477 |
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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: -6664.0 , 8210.0 , 985.40625 |
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weight |
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total |
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min, max, mean: -109.0 , 127.0 , -3.543457 |
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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 , 4028.1875 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -0.4563395 |
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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: -16338.0 , 16383.0 , 4410.1484 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -3.9754639 |
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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 , -4813.4062 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , 0.47446018 |
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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: -16384.0 , 16383.0 , 2460.9297 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -0.25878906 |
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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: -13770.0 , 16383.0 , 2701.3594 |
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weight |
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total |
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min, max, mean: -101.0 , 127.0 , -0.38433838 |
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fc |
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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: -2465.0 , 2615.0 , -56.6 |
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weight |
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total |
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min, max, mean: -128.0 , 127.0 , -11.8649025 |
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