pipilurj/bonas

bonas's Issues

License

Hi, we would really like to use your code in our research, adapt it to new domains and run it as comparison algorithm. Under what license do you provide the code in this repo? Would you mind putting it under an open source license (e.g. Apache 2, like the original DARTS) so we can build on top of your code?

EA-Sampler

Thanks a lot for your work and your research-contribution to neural architecture search with bayesian optimization. I am implementing BONAS for genomic sequence data and was wondering, wether the EA-sampler is the final version? So far, I always receive an error for line 39 in folder opendomain_utils file mutate.py. That is because, if 'node_to_disconnect=4', than 'range(node_to_disconnect+1, 7)' will be range(5,7) and if no value is new_adj[node_to_disconnect][i] == 1, then it produces an empty sequence, where we can not sample from.
Look forward to your reply!

Experiment cannot be reproduced！

Hello, I am very interested in your work. According to your code, I tried to reproduce it. According to the default configuration file, I found ## iterations in search_config ## is 0, it may be wrong, I set it 50,.Then an experiment on the V100 totaled about 4.5h, but I still found that the effect is very bad. The Acc Top1 is only around 10%; Is there any place I haven't noticed? Could you give me your previous experiment logs? Thanks!