Workers designated as “trainers” asynchronously pull samples from the shared buffer. They use the AdamW optimiser and perform a single PPO inner step for each batch of B samples, with CISPO as our loss type.
There are as many as 12 million species of fungi, yet there are just 155,000 or so known species, leaving vast numbers undescribed.
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If it can receive a heartbeat, it's hired.