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HamsterMimi
2023-05-04 13:09:03 +08:00
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edge\op,none,skip_connect,nor_conv_1x1,nor_conv_3x3,avg_pool_3x3,
acc,77.36±22.55,83.81±10.64,86.38±9.1, 87.32±9.17,81.02±11.85,
discrete acc darts,83.42,84.1,72,76.35,39.66,
dartspt,85.43,17.02,78.13,59.09,85.34,
zc pt,3455.233646,3449.898772,3449.538363,3441.815563,3461.179476,3
discrete zc,3331.007285,3445.489455,3366.877065,3437.551079,3423.180255,
alpha,0.0758,0.7742,0.05,0.0761,0.024,
best-acc,94.15,94.18,94.44,94.68,93.86,
alpha-60,0.1387,0.4758,0.1296,0.181,0.0748,
tenaspt,38.5,48.0,31.0,6.0,37.5,
synflow,1.9286723850908796e+31,7.990282869734622e+30,1.2421187150331997e+30,9.438907569335487e+26,8.191504786187086e+30,
synflow_disc,4.639162000716631e+21, 1.4975281050055959e+26, 4.2221622054263117e+30, 1.9475517523688712e+36, 1.5075022033622535e+26,
best_nwot,1702.1967536035393,1773.1779654806287, 1793.8140278364453, 1792.8682630835763, 1761.1262357119376,
best_synflow,5.784248799475683e+39, 1.4769546208886953e+44, 6.658953754065702e+49, 5.1987025703231504e+39, 1.9928388494681343e+35,
zc-pt-post,3067.0476, 3055.9404, 3059.8901, 3060.4536, 3073.5583,
zc-disc-post,2942.267, 3068.6416, 3009.5847, 3028.1794, 3031.4248,
,,,,,,
acc,80.03 ±19.38,83.11 ±12.81,85.23 ±11.0,85.99±11.1,81.52±13.06,
discrete acc darts,85.12,83.39,76.72,81.34,84.38,
dartspt,85.52,36.1,84.39,80.95,85.49,
zc pt,3452.145851,3448.696318,3441.809174,3440.652631,3453.739943,3
discrete zc,3429.074707,3435.750274,3407.872847,3434.584512,3421.442414,
alpha,0.0629,0.813,0.039,0.0579,0.0269,
best-acc,94.24,94.16,94.49,94.68,94.09,
alpha-60,0.1236,0.5535,0.11,0.1249,0.088,
tenaspt,7.0,55.0,10.0,15.0,39.0,
synflow,3.116079880492518e+30,2.5018418732419554e+30,1.4274537256246266e+30,3.138287824323275e+29,2.5693894962958226e+30,
synflow_disc,5.615386425664938e+28, 2.340336657109326e+29, 1.9258305801684058e+30, 3.012759514473006e+32, 2.2897138361934977e+29,
best_nwot,1765.3743820515451, 1770.8436009213751, 1791.917305624048, 1793.8140278364453, 1763.877253730585,
best_synflow,1.9424580089849912e+49, 2.764587447411338e+49, 6.658953754065702e+49, 2.0353792445711388e+49, 1.4435653786128956e+49,
zc-pt-post,3067.0476, 3058.9197, 3048.8745, 3051.2664, 3066.668,
zc-disc-post,3020.0203, 3052.1936, 3026.2217, 3022.0935, 3029.2,
,,,,,,
acc,82.9±14.68,82.44 ±14.25,84.05 ±13.19,84.49 ±13.21,81.98 ±14.54,
discrete acc darts,85.96,85.18,54.02,78.41,84.88,
dartspt,85.51,80.29,81.86,77.68,85.32,
zc pt,3446.521007,3447.612434,3435.455206,3436.396744,3449.275466,2
discrete zc,3428.795464,3423.361285,3440.925616,3437.286935,3416.891544,
alpha,0.3339,0.4742,0.061,0.0774,0.0534,
best-acc,94.25,94.43,94.49,94.68,94.19,
alpha-60,0.2403,0.3297,0.1495,0.1748,0.1056,
tenaspt,31.5,10.0,30.0,16.5,36.5,
synflow,1.0312338471669537e+31,4.9191575008661263e+30,1.4241158958667068e+30,1.0282498082879338e+28,5.038622256524752e+30,
synflow_disc,1.6980829611704765e+25, 3.3199508659283994e+27, 3.3825056097270114e+30, 1.2059727722928161e+35, 3.279653417965715e+27,
best_nwot,1764.51075805859,1764.116749555202, 1793.8140278364453, 1792.8239766388833, 1764.1848313456592,
best_synflow,8.376122028137071e+41, 1.0615041036082487e+45, 6.658953754065702e+49, 8.399427750574918e+41, 2.5270360875229e+39,
zc-pt-post,3067.0476, 3068.708, 3056.3506, 3047.9695, 3071.3577,
zc-disc-post,3044.023, 3033.0627, 3032.825, 3052.0688, 3023.2302,
,,,,,,
acc,74.02 ±26.1,85.17 ±7.59,87.3 ±2.48,88.28 ±2.06,81.38 ±8.91,
discrete acc darts,66.18,85.38,78.8,81.59,82.89,
dartspt,85.49,9.86,81.79,59.18,85.48,
zc pt,3453.805194,3435.985406,3444.044047,3445.595326,3447.067855,1
discrete zc,3408.990502,3464.050741,3359.888463,3382.1755,3431.805571,
alpha,0.0267,0.8163,0.0471,0.0904,0.0194,
best-acc,94.16,94.68,94.03,94.04,93.85,
alpha-60,0.0636,0.6513,0.0826,0.1335,0.0691,
tenaspt,34.0,44.0,53.5,23.0,30.0,
synflow,2.0042808467776213e+30,1.9513599734483263e+30,1.5188352495143643e+30,7.704103863066581e+29,1.9536326167605112e+30,
synflow_disc,4.3050000047616484e+29, 7.635399455155384e+29, 1.5949429556375966e+30, 1.4519088590209463e+31, 7.345232988374157e+29,
best_nwot,1766.5481959337162,1769.1683503033412, 1793.8140278364453, 1792.8682630835763, 1765.1445530390838,
best_synflow,5.90523769961745e+49, 6.344766865099622e+49, 6.571181309028854e+49, 6.57509920946309e+49, 6.658953754065702e+49,
zc-pt-post,3067.0476, 3032.6658, 3058.9646, 3059.2861, 3047.1965,
zc-disc-post,2975.976, 3130.7397, 3008.5625, 3009.341, 3086.3398,
,,,,,,
acc,80.14 ±19.52,83.05 ±12.74,85.09 ±11.17,85.7 ±11.18,81.89 ±12.98,
discrete acc darts,86.44,84.75,80.23,80.46,80.13,
dartspt,85.45,51.15,78.84,64.64,85.14,
zc pt,3451.055723,3449.796894,3442.625354,3441.131751,3453.311493,3
discrete zc,3433.98773,3435.573458,3424.470031,3431.143217,3423.153213,
alpha,0.0857,0.7082,0.0716,0.0946,0.0399,
best-acc,94.29,94.18,94.56,94.68,94.23,
alpha-60,0.1183,0.48,0.1305,0.1732,0.0979,
tenaspt,32.0,32.5,36.5,32.0,52.0,
synflow,3.165975343348193e+30,2.4302742111297496e+30,1.4853908452542004e+30,2.868307126123347e+29,2.6891361283692336e+30,
synflow_disc,5.5202846896598e+28, 2.4896852024898197e+29, 2.1810394989246777e+30, 2.9482018739806336e+32, 2.2732178076450144e+29,
best_nwot, 1752.024924623228,1793.8140278364453, 1786.3402409418215, 1785.0294182838636, 1781.9741301640186,
best_synflow,1.8865959738805548e+49, 2.593134717306188e+49, 6.658953754065702e+49, 2.021273089103704e+49, 1.6187260144154453e+49,
zc-pt-post,3067.0476, 3060.9983, 3057.1006, 3054.3428, 3066.2087,
zc-disc-post,3037.8726, 3055.4219, 3027.6638, 3024.3271, 3037.8108,
,,,,,,
acc,77.61 ±22.16,83.43 ±11.34,86.18 ±9.08,86.95 ±9.02,81.74 ±11.79,
discrete acc darts,86.28,82.69,77.13,76.8,81.99,
dartspt,85.54,32.43,81.04,72.75,85.51,
zc pt,3450.967554,3448.211459,3440.79926,3443.240243,3452.989921,2
discrete zc,3434.421701,3437.661196,3418.572637,3397.51709,3424.166157,
alpha,0.1554,0.7029,0.0538,0.0598,0.028,
best-acc,94.05,94.16,94.68,94.56,94.1,
alpha-60,0.1648,0.4853,0.1223,0.1397,0.088,
tenaspt,38.5,16.0,20.0,17.0,27.5,
synflow,1.9460309216168614e+31,8.014786854561015e+30,1.1851807660289746e+30,8.96867143875011e+26,7.75842932776677e+30,
synflow_disc,4.777733726551756e+21, 1.4572459237815469e+26, 3.8590321292364994e+30, 1.8898449210848245e+36, 1.5222938895812008e+26,
best_nwot, 1761.8789642379636,1769.103803678444, 1793.8140278364453, 1792.8239766388833, 1761.9145207476113,
best_synflow,5.776473195639679e+39, 1.4672616553030765e+44, 6.658953754065702e+49, 5.480408193532999e+39, 1.9606567871518125e+35,
zc-pt-post,3067.0476, 3063.1135, 3058.818, 3064.5405, 3070.7593,
zc-disc-post,3061.6133, 3063.294, 3038.05, 3012.938, 3042.5535,
1 edge\op none skip_connect nor_conv_1x1 nor_conv_3x3 avg_pool_3x3
2 acc 77.36±22.55 83.81±10.64 86.38±9.1 87.32±9.17 81.02±11.85
3 discrete acc darts 83.42 84.1 72 76.35 39.66
4 dartspt 85.43 17.02 78.13 59.09 85.34
5 zc pt 3455.233646 3449.898772 3449.538363 3441.815563 3461.179476 3
6 discrete zc 3331.007285 3445.489455 3366.877065 3437.551079 3423.180255
7 alpha 0.0758 0.7742 0.05 0.0761 0.024
8 best-acc 94.15 94.18 94.44 94.68 93.86
9 alpha-60 0.1387 0.4758 0.1296 0.181 0.0748
10 tenaspt 38.5 48.0 31.0 6.0 37.5
11 synflow 1.9286723850908796e+31 7.990282869734622e+30 1.2421187150331997e+30 9.438907569335487e+26 8.191504786187086e+30
12 synflow_disc 4.639162000716631e+21 1.4975281050055959e+26 4.2221622054263117e+30 1.9475517523688712e+36 1.5075022033622535e+26
13 best_nwot 1702.1967536035393 1773.1779654806287 1793.8140278364453 1792.8682630835763 1761.1262357119376
14 best_synflow 5.784248799475683e+39 1.4769546208886953e+44 6.658953754065702e+49 5.1987025703231504e+39 1.9928388494681343e+35
15 zc-pt-post 3067.0476 3055.9404 3059.8901 3060.4536 3073.5583
16 zc-disc-post 2942.267 3068.6416 3009.5847 3028.1794 3031.4248
17
18 acc 80.03 ±19.38 83.11 ±12.81 85.23 ±11.0 85.99±11.1 81.52±13.06
19 discrete acc darts 85.12 83.39 76.72 81.34 84.38
20 dartspt 85.52 36.1 84.39 80.95 85.49
21 zc pt 3452.145851 3448.696318 3441.809174 3440.652631 3453.739943 3
22 discrete zc 3429.074707 3435.750274 3407.872847 3434.584512 3421.442414
23 alpha 0.0629 0.813 0.039 0.0579 0.0269
24 best-acc 94.24 94.16 94.49 94.68 94.09
25 alpha-60 0.1236 0.5535 0.11 0.1249 0.088
26 tenaspt 7.0 55.0 10.0 15.0 39.0
27 synflow 3.116079880492518e+30 2.5018418732419554e+30 1.4274537256246266e+30 3.138287824323275e+29 2.5693894962958226e+30
28 synflow_disc 5.615386425664938e+28 2.340336657109326e+29 1.9258305801684058e+30 3.012759514473006e+32 2.2897138361934977e+29
29 best_nwot 1765.3743820515451 1770.8436009213751 1791.917305624048 1793.8140278364453 1763.877253730585
30 best_synflow 1.9424580089849912e+49 2.764587447411338e+49 6.658953754065702e+49 2.0353792445711388e+49 1.4435653786128956e+49
31 zc-pt-post 3067.0476 3058.9197 3048.8745 3051.2664 3066.668
32 zc-disc-post 3020.0203 3052.1936 3026.2217 3022.0935 3029.2
33
34 acc 82.9±14.68 82.44 ±14.25 84.05 ±13.19 84.49 ±13.21 81.98 ±14.54
35 discrete acc darts 85.96 85.18 54.02 78.41 84.88
36 dartspt 85.51 80.29 81.86 77.68 85.32
37 zc pt 3446.521007 3447.612434 3435.455206 3436.396744 3449.275466 2
38 discrete zc 3428.795464 3423.361285 3440.925616 3437.286935 3416.891544
39 alpha 0.3339 0.4742 0.061 0.0774 0.0534
40 best-acc 94.25 94.43 94.49 94.68 94.19
41 alpha-60 0.2403 0.3297 0.1495 0.1748 0.1056
42 tenaspt 31.5 10.0 30.0 16.5 36.5
43 synflow 1.0312338471669537e+31 4.9191575008661263e+30 1.4241158958667068e+30 1.0282498082879338e+28 5.038622256524752e+30
44 synflow_disc 1.6980829611704765e+25 3.3199508659283994e+27 3.3825056097270114e+30 1.2059727722928161e+35 3.279653417965715e+27
45 best_nwot 1764.51075805859 1764.116749555202 1793.8140278364453 1792.8239766388833 1764.1848313456592
46 best_synflow 8.376122028137071e+41 1.0615041036082487e+45 6.658953754065702e+49 8.399427750574918e+41 2.5270360875229e+39
47 zc-pt-post 3067.0476 3068.708 3056.3506 3047.9695 3071.3577
48 zc-disc-post 3044.023 3033.0627 3032.825 3052.0688 3023.2302
49
50 acc 74.02 ±26.1 85.17 ±7.59 87.3 ±2.48 88.28 ±2.06 81.38 ±8.91
51 discrete acc darts 66.18 85.38 78.8 81.59 82.89
52 dartspt 85.49 9.86 81.79 59.18 85.48
53 zc pt 3453.805194 3435.985406 3444.044047 3445.595326 3447.067855 1
54 discrete zc 3408.990502 3464.050741 3359.888463 3382.1755 3431.805571
55 alpha 0.0267 0.8163 0.0471 0.0904 0.0194
56 best-acc 94.16 94.68 94.03 94.04 93.85
57 alpha-60 0.0636 0.6513 0.0826 0.1335 0.0691
58 tenaspt 34.0 44.0 53.5 23.0 30.0
59 synflow 2.0042808467776213e+30 1.9513599734483263e+30 1.5188352495143643e+30 7.704103863066581e+29 1.9536326167605112e+30
60 synflow_disc 4.3050000047616484e+29 7.635399455155384e+29 1.5949429556375966e+30 1.4519088590209463e+31 7.345232988374157e+29
61 best_nwot 1766.5481959337162 1769.1683503033412 1793.8140278364453 1792.8682630835763 1765.1445530390838
62 best_synflow 5.90523769961745e+49 6.344766865099622e+49 6.571181309028854e+49 6.57509920946309e+49 6.658953754065702e+49
63 zc-pt-post 3067.0476 3032.6658 3058.9646 3059.2861 3047.1965
64 zc-disc-post 2975.976 3130.7397 3008.5625 3009.341 3086.3398
65
66 acc 80.14 ±19.52 83.05 ±12.74 85.09 ±11.17 85.7 ±11.18 81.89 ±12.98
67 discrete acc darts 86.44 84.75 80.23 80.46 80.13
68 dartspt 85.45 51.15 78.84 64.64 85.14
69 zc pt 3451.055723 3449.796894 3442.625354 3441.131751 3453.311493 3
70 discrete zc 3433.98773 3435.573458 3424.470031 3431.143217 3423.153213
71 alpha 0.0857 0.7082 0.0716 0.0946 0.0399
72 best-acc 94.29 94.18 94.56 94.68 94.23
73 alpha-60 0.1183 0.48 0.1305 0.1732 0.0979
74 tenaspt 32.0 32.5 36.5 32.0 52.0
75 synflow 3.165975343348193e+30 2.4302742111297496e+30 1.4853908452542004e+30 2.868307126123347e+29 2.6891361283692336e+30
76 synflow_disc 5.5202846896598e+28 2.4896852024898197e+29 2.1810394989246777e+30 2.9482018739806336e+32 2.2732178076450144e+29
77 best_nwot 1752.024924623228 1793.8140278364453 1786.3402409418215 1785.0294182838636 1781.9741301640186
78 best_synflow 1.8865959738805548e+49 2.593134717306188e+49 6.658953754065702e+49 2.021273089103704e+49 1.6187260144154453e+49
79 zc-pt-post 3067.0476 3060.9983 3057.1006 3054.3428 3066.2087
80 zc-disc-post 3037.8726 3055.4219 3027.6638 3024.3271 3037.8108
81
82 acc 77.61 ±22.16 83.43 ±11.34 86.18 ±9.08 86.95 ±9.02 81.74 ±11.79
83 discrete acc darts 86.28 82.69 77.13 76.8 81.99
84 dartspt 85.54 32.43 81.04 72.75 85.51
85 zc pt 3450.967554 3448.211459 3440.79926 3443.240243 3452.989921 2
86 discrete zc 3434.421701 3437.661196 3418.572637 3397.51709 3424.166157
87 alpha 0.1554 0.7029 0.0538 0.0598 0.028
88 best-acc 94.05 94.16 94.68 94.56 94.1
89 alpha-60 0.1648 0.4853 0.1223 0.1397 0.088
90 tenaspt 38.5 16.0 20.0 17.0 27.5
91 synflow 1.9460309216168614e+31 8.014786854561015e+30 1.1851807660289746e+30 8.96867143875011e+26 7.75842932776677e+30
92 synflow_disc 4.777733726551756e+21 1.4572459237815469e+26 3.8590321292364994e+30 1.8898449210848245e+36 1.5222938895812008e+26
93 best_nwot 1761.8789642379636 1769.103803678444 1793.8140278364453 1792.8239766388833 1761.9145207476113
94 best_synflow 5.776473195639679e+39 1.4672616553030765e+44 6.658953754065702e+49 5.480408193532999e+39 1.9606567871518125e+35
95 zc-pt-post 3067.0476 3063.1135 3058.818 3064.5405 3070.7593
96 zc-disc-post 3061.6133 3063.294 3038.05 3012.938 3042.5535