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noeira cloud

A robot-learning project rarely lives on one machine. Training happens on a GPU box, recording on the computer beside the robot, deployment on the robot’s own board. noeira cloud is where those machines meet: a hosted dashboard and storage that every noeira program can report to.

What it is for

Section titled “What it is for”
  • Runs, live. Every scalar a training driver logs — returns, losses, success rates, validation curves — streamed as it happens, with the run’s configuration beside it, and runs compared side by side.
  • Policies. Which checkpoint fills which role in a project, and why it was promoted.
  • Datasets and artifacts. Recordings and checkpoints pushed from one machine and pulled onto another, so a project follows its data.

Without it

Section titled “Without it”

Nothing changes. Every run writes its directory, checkpoints and metrics on the machine that ran it, and the loggers stay silent when no server is configured. CsvLogger records the same metrics to a file, and CompositeLogger writes to both. See logging and projects and runs.

Next

Section titled “Next”