thresholding_quantizable_different_widths.txt

=== quantizable_default_32_4_3_2_half_width ===
    threshold = 0
        32 bits => 0.6842 top1_acc
        4 bits => 0.6819 top1_acc
        3 bits => 0.6761 top1_acc
        2 bits => 0.6558 top1_acc
    threshold = 0.1
        32 bits => 0.0645 top1_acc
        4 bits => 0.6752 top1_acc
        3 bits => 0.6761 top1_acc
        2 bits => 0.6558 top1_acc
    threshold = 0.2
        32 bits => 0.0155 top1_acc
        4 bits => 0.0628 top1_acc
        3 bits => 0.6112 top1_acc
        2 bits => 0.6558 top1_acc
    threshold = 0.3
        32 bits => 0.0115 top1_acc
        4 bits => 0.6062 top1_acc
        3 bits => 0.6112 top1_acc
        2 bits => 0.6558 top1_acc
    threshold = 0.4
        32 bits => 0.0115 top1_acc
        4 bits => 0.2713 top1_acc
        3 bits => 0.6112 top1_acc
        2 bits => 0.0201 top1_acc
    threshold = 0.5
        32 bits => 0.0115 top1_acc
        4 bits => 0.038 top1_acc
        3 bits => 0.0333 top1_acc
        2 bits => 0.0201 top1_acc
    threshold = 0.6
        32 bits => 0.0115 top1_acc
        4 bits => 0.0112 top1_acc
        3 bits => 0.0333 top1_acc
        2 bits => 0.0201 top1_acc

=== l2_1e-5_quantizable_default_32_4_3_2_half_width ===
    threshold = 0
        32 bits => 0.6765 top1_acc
        4 bits => 0.676 top1_acc
        3 bits => 0.6741 top1_acc
        2 bits => 0.6555 top1_acc
    threshold = 0.1
        32 bits => 0.2993 top1_acc
        4 bits => 0.6699 top1_acc
        3 bits => 0.6741 top1_acc
        2 bits => 0.6555 top1_acc
    threshold = 0.2
        32 bits => 0.0174 top1_acc
        4 bits => 0.0773 top1_acc
        3 bits => 0.6268 top1_acc
        2 bits => 0.6555 top1_acc
    threshold = 0.3
        32 bits => 0.0133 top1_acc
        4 bits => 0.6249 top1_acc
        3 bits => 0.6268 top1_acc
        2 bits => 0.6555 top1_acc
    threshold = 0.4
        32 bits => 0.01 top1_acc
        4 bits => 0.3712 top1_acc
        3 bits => 0.6268 top1_acc
        2 bits => 0.0407 top1_acc
    threshold = 0.5
        32 bits => 0.01 top1_acc
        4 bits => 0.0524 top1_acc
        3 bits => 0.0515 top1_acc
        2 bits => 0.0407 top1_acc
    threshold = 0.6
        32 bits => 0.01 top1_acc
        4 bits => 0.01 top1_acc
        3 bits => 0.0515 top1_acc
        2 bits => 0.0407 top1_acc

=== quantizable_default_32_4_3_2_quarter_width ===
    threshold = 0
        32 bits => 0.6428 top1_acc
        4 bits => 0.6385 top1_acc
        3 bits => 0.6283 top1_acc
        2 bits => 0.5826 top1_acc
    threshold = 0.1
        32 bits => 0.3492 top1_acc
        4 bits => 0.628 top1_acc
        3 bits => 0.6283 top1_acc
        2 bits => 0.5826 top1_acc
    threshold = 0.2
        32 bits => 0.0139 top1_acc
        4 bits => 0.1213 top1_acc
        3 bits => 0.5634 top1_acc
        2 bits => 0.5826 top1_acc
    threshold = 0.3
        32 bits => 0.0116 top1_acc
        4 bits => 0.556 top1_acc
        3 bits => 0.5634 top1_acc
        2 bits => 0.5826 top1_acc
    threshold = 0.4
        32 bits => 0.01 top1_acc
        4 bits => 0.2456 top1_acc
        3 bits => 0.5634 top1_acc
        2 bits => 0.0321 top1_acc
    threshold = 0.5
        32 bits => 0.01 top1_acc
        4 bits => 0.0338 top1_acc
        3 bits => 0.0391 top1_acc
        2 bits => 0.0321 top1_acc
    threshold = 0.6
        32 bits => 0.01 top1_acc
        4 bits => 0.011 top1_acc
        3 bits => 0.0391 top1_acc
        2 bits => 0.0321 top1_acc

=== l2_1e-5_quantizable_default_32_4_3_2_quarter_width ===
    threshold = 0
        32 bits => 0.6309 top1_acc
        4 bits => 0.6289 top1_acc
        3 bits => 0.6259 top1_acc
        2 bits => 0.5859 top1_acc
    threshold = 0.1
        32 bits => 0.503 top1_acc
        4 bits => 0.6229 top1_acc
        3 bits => 0.6259 top1_acc
        2 bits => 0.5859 top1_acc
    threshold = 0.2
        32 bits => 0.0328 top1_acc
        4 bits => 0.1271 top1_acc
        3 bits => 0.5468 top1_acc
        2 bits => 0.5859 top1_acc
    threshold = 0.3
        32 bits => 0.0108 top1_acc
        4 bits => 0.5463 top1_acc
        3 bits => 0.5468 top1_acc
        2 bits => 0.5859 top1_acc
    threshold = 0.4
        32 bits => 0.01 top1_acc
        4 bits => 0.3598 top1_acc
        3 bits => 0.5468 top1_acc
        2 bits => 0.0561 top1_acc
    threshold = 0.5
        32 bits => 0.01 top1_acc
        4 bits => 0.0734 top1_acc
        3 bits => 0.0737 top1_acc
        2 bits => 0.0561 top1_acc
    threshold = 0.6
        32 bits => 0.01 top1_acc
        4 bits => 0.0103 top1_acc
        3 bits => 0.0737 top1_acc
        2 bits => 0.0561 top1_acc