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Tuning other hyperparametersIn this section we use the above algorithms with their default optimization hyperparameters, tune the following regularization, LR schedule parameters on top of it •Weight Decay - [1e-1, 1e-2, 1e-3, 1e-4, 1 · 2024

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How far away are truly hyperparameter-free learning algorithms?

cs.LG · 2025-05-29 · conditional · novelty 5.0

Calibrated learning-rate-free optimizers Prodigy and Mechanic still trail a tuned NadamW baseline on the AlgoPerf benchmark.

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How far away are truly hyperparameter-free learning algorithms? cs.LG · 2025-05-29 · conditional · none · ref 2
Calibrated learning-rate-free optimizers Prodigy and Mechanic still trail a tuned NadamW baseline on the AlgoPerf benchmark.

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