mirror of
https://github.com/ION606/COGMOD-HWI.git
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62 lines
1.0 KiB
JSON
62 lines
1.0 KiB
JSON
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[
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{
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"optimizer": "sgd",
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"augmentation": "none",
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"test_acc": 0.6843,
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"robustness": {
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}
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},
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{
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"optimizer": "sgd",
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"augmentation": "standard",
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"test_acc": 0.6807,
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"robustness": {
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"0.2": 0.379,
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"0.3": 0.2741
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}
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},
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{
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"optimizer": "sgd",
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"augmentation": "aggressive",
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"test_acc": 0.663,
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"robustness": {
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"0.1": 0.5884,
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"0.2": 0.4499,
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"0.3": 0.3406
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}
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},
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{
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"optimizer": "adam",
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"augmentation": "none",
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"test_acc": 0.5696,
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"robustness": {
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"0.1": 0.4816,
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"0.2": 0.3036,
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"0.3": 0.2133
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}
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},
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{
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"optimizer": "adam",
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"augmentation": "standard",
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"test_acc": 0.5161,
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"robustness": {
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"0.1": 0.4067,
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"0.2": 0.2519,
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"0.3": 0.1753
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}
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},
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{
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"optimizer": "adam",
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"augmentation": "aggressive",
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"test_acc": 0.4831,
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"robustness": {
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"0.1": 0.4319,
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"0.2": 0.2668,
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"0.3": 0.1618
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}
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}
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]
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