clamping_with_thresholding_results.txt

=== l1_1e-6_quantizable_default_thresholding_32_4_3_2 ===
    threshold = 0
        32 bits => 0.6854 top1_acc
        4 bits => 0.0152 top1_acc
        3 bits => 0.0102 top1_acc
        2 bits => 0.0102 top1_acc
    threshold = 0.1
        32 bits => 0.0537 top1_acc
        4 bits => 0.6549 top1_acc
        3 bits => 0.0102 top1_acc
        2 bits => 0.0102 top1_acc
    threshold = 0.2
        32 bits => 0.0166 top1_acc
        4 bits => 0.01 top1_acc
        3 bits => 0.59 top1_acc
        2 bits => 0.0102 top1_acc
    threshold = 0.3
        32 bits => 0.0171 top1_acc
        4 bits => 0.0416 top1_acc
        3 bits => 0.59 top1_acc
        2 bits => 0.0102 top1_acc
    threshold = 0.4
        32 bits => 0.0101 top1_acc
        4 bits => 0.0341 top1_acc
        3 bits => 0.59 top1_acc
        2 bits => 0.3014 top1_acc
    threshold = 0.5
        32 bits => 0.0099 top1_acc
        4 bits => 0.0143 top1_acc
        3 bits => 0.0187 top1_acc
        2 bits => 0.3014 top1_acc
    threshold = 0.6
        32 bits => 0.01 top1_acc
        4 bits => 0.0121 top1_acc
        3 bits => 0.0187 top1_acc
        2 bits => 0.3014 top1_acc

=== l1_5e-6_quantizable_default_thresholding_32_4_3_2 ===
    threshold = 0
        32 bits => 0.7114 top1_acc
        4 bits => 0.0824 top1_acc
        3 bits => 0.01 top1_acc
        2 bits => 0.0086 top1_acc
    threshold = 0.1
        32 bits => 0.0442 top1_acc
        4 bits => 0.7028 top1_acc
        3 bits => 0.01 top1_acc
        2 bits => 0.0086 top1_acc
    threshold = 0.2
        32 bits => 0.01 top1_acc
        4 bits => 0.01 top1_acc
        3 bits => 0.6269 top1_acc
        2 bits => 0.0086 top1_acc
    threshold = 0.3
        32 bits => 0.0121 top1_acc
        4 bits => 0.0421 top1_acc
        3 bits => 0.6269 top1_acc
        2 bits => 0.0086 top1_acc
    threshold = 0.4
        32 bits => 0.0101 top1_acc
        4 bits => 0.019 top1_acc
        3 bits => 0.6269 top1_acc
        2 bits => 0.437 top1_acc
    threshold = 0.5
        32 bits => 0.0102 top1_acc
        4 bits => 0.01 top1_acc
        3 bits => 0.0199 top1_acc
        2 bits => 0.437 top1_acc
    threshold = 0.6
        32 bits => 0.01 top1_acc
        4 bits => 0.01 top1_acc
        3 bits => 0.0199 top1_acc
        2 bits => 0.437 top1_acc

=== l1_1e-5_quantizable_thresholding ===
    threshold = 0
        32 bits => 0.6966 top1_acc
        4 bits => 0.01 top1_acc
        3 bits => 0.0108 top1_acc
        2 bits => 0.01 top1_acc
    threshold = 0.1
        32 bits => 0.0278 top1_acc
        4 bits => 0.6341 top1_acc
        3 bits => 0.0108 top1_acc
        2 bits => 0.01 top1_acc
    threshold = 0.2
        32 bits => 0.0224 top1_acc
        4 bits => 0.01 top1_acc
        3 bits => 0.5465 top1_acc
        2 bits => 0.01 top1_acc
    threshold = 0.3
        32 bits => 0.0107 top1_acc
        4 bits => 0.0702 top1_acc
        3 bits => 0.5465 top1_acc
        2 bits => 0.01 top1_acc
    threshold = 0.4
        32 bits => 0.0103 top1_acc
        4 bits => 0.0474 top1_acc
        3 bits => 0.5465 top1_acc
        2 bits => 0.3701 top1_acc
    threshold = 0.5
        32 bits => 0.0138 top1_acc
        4 bits => 0.0202 top1_acc
        3 bits => 0.0228 top1_acc
        2 bits => 0.3701 top1_acc
    threshold = 0.6
        32 bits => 0.0146 top1_acc
        4 bits => 0.0152 top1_acc
        3 bits => 0.0228 top1_acc
        2 bits => 0.3701 top1_acc

=== quantizable_thresholding ===
    threshold = 0
        32 bits => 0.7072 top1_acc
        4 bits => 0.2773 top1_acc
        3 bits => 0.01 top1_acc
        2 bits => 0.0102 top1_acc
    threshold = 0.1
        32 bits => 0.0123 top1_acc
        4 bits => 0.7032 top1_acc
        3 bits => 0.01 top1_acc
        2 bits => 0.0102 top1_acc
    threshold = 0.2
        32 bits => 0.01 top1_acc
        4 bits => 0.01 top1_acc
        3 bits => 0.6247 top1_acc
        2 bits => 0.0102 top1_acc
    threshold = 0.3
        32 bits => 0.01 top1_acc
        4 bits => 0.0288 top1_acc
        3 bits => 0.6247 top1_acc
        2 bits => 0.0102 top1_acc
    threshold = 0.4
        32 bits => 0.0105 top1_acc
        4 bits => 0.0186 top1_acc
        3 bits => 0.6247 top1_acc
        2 bits => 0.4108 top1_acc
    threshold = 0.5
        32 bits => 0.0101 top1_acc
        4 bits => 0.0137 top1_acc
        3 bits => 0.0157 top1_acc
        2 bits => 0.4108 top1_acc
    threshold = 0.6
        32 bits => 0.0101 top1_acc
        4 bits => 0.0104 top1_acc
        3 bits => 0.0157 top1_acc
        2 bits => 0.4108 top1_acc

=== quantizable_thresholding_no_regularizer ===
    threshold = 0
        32 bits => 0.6974 top1_acc
        4 bits => 0.176 top1_acc
        3 bits => 0.0104 top1_acc
        2 bits => 0.0134 top1_acc
    threshold = 0.1
        32 bits => 0.0195 top1_acc
        4 bits => 0.6822 top1_acc
        3 bits => 0.0104 top1_acc
        2 bits => 0.0134 top1_acc
    threshold = 0.2
        32 bits => 0.0093 top1_acc
        4 bits => 0.01 top1_acc
        3 bits => 0.5864 top1_acc
        2 bits => 0.0134 top1_acc
    threshold = 0.3
        32 bits => 0.0095 top1_acc
        4 bits => 0.0104 top1_acc
        3 bits => 0.5864 top1_acc
        2 bits => 0.0134 top1_acc
    threshold = 0.4
        32 bits => 0.0089 top1_acc
        4 bits => 0.01 top1_acc
        3 bits => 0.5864 top1_acc
        2 bits => 0.4415 top1_acc
    threshold = 0.5
        32 bits => 0.0105 top1_acc
        4 bits => 0.0105 top1_acc
        3 bits => 0.0153 top1_acc
        2 bits => 0.4415 top1_acc
    threshold = 0.6
        32 bits => 0.01 top1_acc
        4 bits => 0.0101 top1_acc
        3 bits => 0.0153 top1_acc
        2 bits => 0.4415 top1_acc