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@ -7,14 +7,14 @@ The following instruction demonstrates the usage of evaluating network's perform
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**/src/metrics/swap.py** contains the core components of SWAP-Score.
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**/datasets/DARTS_archs_CIFAR10.csv** contains 1000 architectures (randomly sampled from DARTS space) along with their CIFAR-10 validation accuracies (trained for 200 epochs).
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**/datasets/DARTS_archs_CIFAR10.csv** contains 1000 architectures (randomly sampled from DARTS search space) along with their CIFAR-10 validation accuracies (trained for 200 epochs).
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* Install necessary dependencies (a new virtual environment is suggested).
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```
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cd SWAP
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pip install -r requirements.txt
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```
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* Calculate the correlation between SWAP-Score and CIFAR-10 validation accuracies of 1000 DARTS architectures.
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* Calculate the correlation between SWAP-Score and CIFAR-10 validation accuracies of 1000 CNN architectures.
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```
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python correlation.py
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```
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