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add autodl

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mhz
2024-08-25 18:02:31 +02:00
parent 192f286cfb
commit a0a25f291c
431 changed files with 50646 additions and 8 deletions
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13
AutoDL-Projects/configs/nas-benchmark/CIFAR.config Normal file
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{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "200"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "256"]
}

13
AutoDL-Projects/configs/nas-benchmark/ImageNet-16.config Normal file
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{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "200"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "256"]
}

4
AutoDL-Projects/configs/nas-benchmark/ImageNet16-120-split.txt Normal file
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AutoDL-Projects/configs/nas-benchmark/LESS.config Normal file
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{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "12"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "256"]
}

13
AutoDL-Projects/configs/nas-benchmark/algos/DARTS.config Normal file
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{
"scheduler": ["str", "cos"],
"LR" : ["float", "0.025"],
"eta_min" : ["float", "0.001"],
"epochs" : ["int", "50"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "64"]
}

17
AutoDL-Projects/configs/nas-benchmark/algos/ENAS.config Normal file
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{
"scheduler": ["str", "cos"],
"LR" : ["float", "0.05"],
"eta_min" : ["float", "0.0005"],
"epochs" : ["int", "250"],
"T_max" : ["int", "10"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"decay" : ["float", "0.00025"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"controller_lr" : ["float", "0.001"],
"controller_betas": ["float", [0, 0.999]],
"controller_eps" : ["float", 0.001],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "128"]
}

13
AutoDL-Projects/configs/nas-benchmark/algos/GDAS.config Normal file
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{
"scheduler": ["str", "cos"],
"LR" : ["float", "0.025"],
"eta_min" : ["float", "0.001"],
"epochs" : ["int", "250"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "64"]
}

13
AutoDL-Projects/configs/nas-benchmark/algos/R-EA.config Normal file
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{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.001"],
"epochs" : ["int", "25"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.025"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "64"]
}

14
AutoDL-Projects/configs/nas-benchmark/algos/RANDOM.config Normal file
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{
"scheduler": ["str", "cos"],
"LR" : ["float", "0.025"],
"eta_min" : ["float", "0.001"],
"epochs" : ["int", "250"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "64"],
"test_batch_size": ["int", "512"]
}

14
AutoDL-Projects/configs/nas-benchmark/algos/SETN.config Normal file
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{
"scheduler": ["str", "cos"],
"LR" : ["float", "0.025"],
"eta_min" : ["float", "0.001"],
"epochs" : ["int", "250"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "64"],
"test_batch_size": ["int", "512"]
}

14
AutoDL-Projects/configs/nas-benchmark/algos/weight-sharing.config Normal file
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{
"scheduler": ["str", "cos"],
"LR" : ["float", "0.025"],
"eta_min" : ["float", "0.001"],
"epochs" : ["int", "100"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "64"],
"test_batch_size": ["int", "512"]
}

4
AutoDL-Projects/configs/nas-benchmark/cifar-split.txt Normal file
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4
AutoDL-Projects/configs/nas-benchmark/cifar100-test-split.txt Normal file
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13
AutoDL-Projects/configs/nas-benchmark/hyper-opts/01E.config Normal file
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{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "1"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "256"]
}

13
AutoDL-Projects/configs/nas-benchmark/hyper-opts/12E.config Normal file
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{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "12"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "256"]
}

13
AutoDL-Projects/configs/nas-benchmark/hyper-opts/200E.config Normal file
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{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "200"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "256"]
}

13
AutoDL-Projects/configs/nas-benchmark/hyper-opts/90E.config Normal file
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{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "90"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "256"]
}

4
AutoDL-Projects/configs/nas-benchmark/imagenet-16-120-test-split.txt Normal file
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