surrogates.zip

This data is part of an anonymized submission: https://anonymous.4open.science/r/mf-prior-exp-17E6/README.md <br> It contains 4 surrogate models, trained to predict the performance of configurations from the tabular PD1 data from HyperBO: https://arxiv.org/abs/2212.10538 <br> The surrogates contained, are for 4 benchmarks in particular, containing surrogates trained to predict both "cost" and the "valid error rate" of the models defined by the configurations, on the given dataset. <br> imagenet-resnet-512-train_cost.json translate_wmt-xformer_translate-64-train_cost.json imagenet-resnet-512-valid_error_rate.json translate_wmt-xformer_translate-64-valid_error_rate.json cifar100-wide_resnet-2048-train_cost.json lm1b-transformer-2048-train_cost.json cifar100-wide_resnet-2048-valid_error_rate.json lm1b-transformer-2048-valid_error_rate.json