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A Deep Learning Optimizer Benchmark Suite
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DeepOBS - DeepOBS DeepOBS A Deep Learning Optimizer Benchmark Suite Install Docs Leaderboard About DeepOBS DeepOBS is a benchmarking suite that drastically simplifies, automates and improves the evaluation of deep learning optimizers. It can evaluate the performance of new optimizers on a variety of real-world test problems and automatically compare them with realistic baselines. Fast You only have to code your new optimizer, we take care of the benchmarking for you! Fair Automatically use competitive baselines! Comparable The same test problems for all optimizers! How to Install DeepOBS You can install the latest stable release of DeepOBS using pip pip install deepobs You are ready to dive into the tutorials found in the DeepOBS documentation . Leaderboard Overview over the current optimizer leaderboard on the DeepOBS test problems. Click on See Full Results to see the plots and tables of the full benchmarking results. Quadratic Deep A 100-dim...
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