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re-ran the tests

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ION606
2025-04-21 22:34:51 -04:00
parent 23899c703f
commit ebc64d766f
95 changed files with 2446 additions and 74 deletions
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Project/old/analytics/analysis_results.csv
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seed,optimizer,augmentation,test_acc,robustness
42,sgd,none,0.7088,"{'0.1': 0.6319, '0.2': 0.4336, '0.3': 0.2913}"
42,sgd,standard,0.6859,"{'0.1': 0.5952, '0.2': 0.4019, '0.3': 0.2757}"
42,sgd,aggressive,0.6536,"{'0.1': 0.5778, '0.2': 0.43, '0.3': 0.2943}"
42,adam,none,0.5451,"{'0.1': 0.4221, '0.2': 0.2298, '0.3': 0.1545}"
42,adam,standard,0.5101,"{'0.1': 0.454, '0.2': 0.2098, '0.3': 0.1324}"
42,adam,aggressive,0.4427,"{'0.1': 0.4048, '0.2': 0.2461, '0.3': 0.1547}"
123,sgd,none,0.6974,"{'0.1': 0.63, '0.2': 0.4452, '0.3': 0.312}"
123,sgd,standard,0.6674,"{'0.1': 0.6252, '0.2': 0.4146, '0.3': 0.2764}"
123,sgd,aggressive,0.6691,"{'0.1': 0.6179, '0.2': 0.4691, '0.3': 0.3423}"
123,adam,none,0.6049,"{'0.1': 0.4685, '0.2': 0.3387, '0.3': 0.2378}"
123,adam,standard,0.4654,"{'0.1': 0.4071, '0.2': 0.3073, '0.3': 0.2341}"
123,adam,aggressive,0.5096,"{'0.1': 0.4624, '0.2': 0.3219, '0.3': 0.2159}"
999,sgd,none,0.7058,"{'0.1': 0.6252, '0.2': 0.3848, '0.3': 0.2276}"
999,sgd,standard,0.6861,"{'0.1': 0.6002, '0.2': 0.4184, '0.3': 0.2986}"
999,sgd,aggressive,0.6595,"{'0.1': 0.5775, '0.2': 0.4165, '0.3': 0.2899}"
999,adam,none,0.5573,"{'0.1': 0.4562, '0.2': 0.293, '0.3': 0.2167}"
999,adam,standard,0.4835,"{'0.1': 0.4136, '0.2': 0.2221, '0.3': 0.1548}"
999,adam,aggressive,0.5123,"{'0.1': 0.449, '0.2': 0.2571, '0.3': 0.1658}"
1 seed optimizer augmentation test_acc robustness
2 42 sgd none 0.7088 {'0.1': 0.6319, '0.2': 0.4336, '0.3': 0.2913}
3 42 sgd standard 0.6859 {'0.1': 0.5952, '0.2': 0.4019, '0.3': 0.2757}
4 42 sgd aggressive 0.6536 {'0.1': 0.5778, '0.2': 0.43, '0.3': 0.2943}
5 42 adam none 0.5451 {'0.1': 0.4221, '0.2': 0.2298, '0.3': 0.1545}
6 42 adam standard 0.5101 {'0.1': 0.454, '0.2': 0.2098, '0.3': 0.1324}
7 42 adam aggressive 0.4427 {'0.1': 0.4048, '0.2': 0.2461, '0.3': 0.1547}
8 123 sgd none 0.6974 {'0.1': 0.63, '0.2': 0.4452, '0.3': 0.312}
9 123 sgd standard 0.6674 {'0.1': 0.6252, '0.2': 0.4146, '0.3': 0.2764}
10 123 sgd aggressive 0.6691 {'0.1': 0.6179, '0.2': 0.4691, '0.3': 0.3423}
11 123 adam none 0.6049 {'0.1': 0.4685, '0.2': 0.3387, '0.3': 0.2378}
12 123 adam standard 0.4654 {'0.1': 0.4071, '0.2': 0.3073, '0.3': 0.2341}
13 123 adam aggressive 0.5096 {'0.1': 0.4624, '0.2': 0.3219, '0.3': 0.2159}
14 999 sgd none 0.7058 {'0.1': 0.6252, '0.2': 0.3848, '0.3': 0.2276}
15 999 sgd standard 0.6861 {'0.1': 0.6002, '0.2': 0.4184, '0.3': 0.2986}
16 999 sgd aggressive 0.6595 {'0.1': 0.5775, '0.2': 0.4165, '0.3': 0.2899}
17 999 adam none 0.5573 {'0.1': 0.4562, '0.2': 0.293, '0.3': 0.2167}
18 999 adam standard 0.4835 {'0.1': 0.4136, '0.2': 0.2221, '0.3': 0.1548}
19 999 adam aggressive 0.5123 {'0.1': 0.449, '0.2': 0.2571, '0.3': 0.1658}