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LSSTDESC / RESSPECT

The RESSPECT project is a result from an inter-collaboration agreement established between the Cosmostatistics Initiative (COIN) and the LSST Dark Energy Science Collaboration (DESC) with the goal of developing a recommendation system for telescope resource allocation able to optimize photometric supernova cosmology anaylsis.
MIT License
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First try at tom + resspect GHA #81

Open mtauraso opened 2 weeks ago

mtauraso commented 2 weeks ago

A github actions script that reproducibly launches TOM + Resspect docker env.

github-actions[bot] commented 2 weeks ago
Before [cd86501a] After [e5bfcd44] Ratio Benchmark (Parameter)
156±2ms 171±0.7ms 1.1 benchmarks.time_learn_loop('KNN', 'RandomSampling')
158±2ms 173±0.9ms 1.09 benchmarks.time_learn_loop('KNN', 'UncSampling')
135±1ms 138±3ms 1.02 benchmarks.time_feature_creation
197M 198M 1.01 benchmarks.peakmem_learn_loop('KNN')
193M 195M 1.01 benchmarks.peakmem_learn_loop('RandomForest')
3.03±0.03s 3.05±0.02s 1.01 benchmarks.time_learn_loop('RandomForest', 'RandomSampling')
3.04±0.01s 3.08±0.02s 1.01 benchmarks.time_learn_loop('RandomForest', 'UncSampling')

Click here to view all benchmarks.