akka optimize training projects

Manage training projects

Synopsis

A training project defines a training target, specifying the dataset and grader used to evaluate candidate models.

A training project’s name is the registry namespace everything it registers goes under, so it is set at creation and never changes. Training project commands accept either training project name or ID.

A candidate or a champion is an alias on a named model in the artifact registry. Set one with "akka optimize registry models alias set NS/NAME:champion --version vN".

Examples

  # Create a training project with an evaluation dataset
  akka optimize training projects create commit-router --dataset eval-set

  # Compare candidate model scores against the baseline
  akka optimize training projects scores commit-router

Options

  -h, --help   help for projects

Options inherited from parent commands

      --cache-file string    location of cache file (default "~/.akka/cache.yaml")
      --config string        location of config file (default "~/.akka/config.yaml")
      --context string       configuration context to use
      --disable-prompt       Disable all interactive prompts when running akka commands. If input is required, defaults will be used, or an error will be raised.
                             This is equivalent to setting the environment variable AKKA_DISABLE_PROMPTS to true.
      --force                Skip the confirmation prompt
      --jq string            Filter the JSON output with a jq expression
      --json string          Output JSON with only these fields; --json= lists the fields a command offers
      --no-color             Print without color, as NO_COLOR does
  -o, --output string        set output format to one of [text,json,json-compact,go-template=] (default "text")
      --page-mode string     the mode for paging, either paged, buffered or auto. (default "auto")
  -q, --quiet                set quiet output (helpful when used as part of a script)
      --region string        Region to use if the project has more than one region
      --timeout duration     client command timeout (default 10s)
      --trainer-url string   Trainer service URL (default TRAINER_URL, then AKKA_OPTIMIZE_URL, then http://localhost:9001)
      --url string           Optimize service URL (default OPTIMIZE_URL, then AKKA_OPTIMIZE_URL, then http://localhost:9010)
      --use-grpc-web         use grpc-web when talking to Akka APIs. This is useful when behind corporate firewalls that decrypt traffic but don't support HTTP/2.
      --verbose              set verbose output

SEE ALSO