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tune_config: | |
mode: "max" | |
metric: "metrics/sentiments" | |
search_alg: "random" | |
scheduler: "fifo" | |
num_samples: 64 | |
# https://docs.ray.io/en/latest/tune/api_docs/search_space.html#tune-sample-docs | |
optimizer.kwargs.lr: | |
strategy: "loguniform" | |
values: [0.000001, 0.001] | |
method.tau: | |
strategy: "uniform" | |
values: [0.6, 0.9] | |
method.steps_for_target_q_sync: | |
strategy: "choice" | |
values: [1, 5, 10] | |
method.alpha: | |
strategy: "loguniform" | |
values: [0.001, 1.0] | |
# disable checkpointing for storage sake | |
train.checkpoint_interval: | |
strategy: "choice" | |
values: [10000000] | |
train.save_best: | |
strategy: "choice" | |
values: [false] | |