Questions tagged [benchmarks]

For questions related to AI benchmarks--results that validate a specific technique or approach. Also for question regarding the history of AI achievements, and predictions as to future achievements.

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Benchmarks for reinforcement learning in discrete MDPs

To compare the performance of various algorithms for perfect information games, reasonable benchmarks include reversi and m,n,k-games (generalized tic-tac-toe). For imperfect information games, ...
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What are the most compact Real Time-Strategy Games?

There was a recent informal question on chat about RTS games suitable for AI benchmarks, and I thought it would be useful to ask a question about them in relation to AI research. Compact is defined ...
2
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1answer
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Are there benchmarks for assessing the speed of the forward-pass of neural networks?

I have a task where I would like to use a convolutional neural network (CNN). I would like to incrementally start from the fastest models, fine-tune and see whether they fit my "budget". At the moment,...