akka optimize training evaluations

Manage model evaluations

Synopsis

An evaluation scores a trained model against a dataset using a specified grader.

You can evaluate models across multiple datasets or graders to compare performance against baseline benchmarks.

Examples

  # Start an evaluation and wait for completion
  akka-optimize training evaluations start --model 4f3a91c07b2e5d68 \
    --dataset 4b1c2f9b2ae4 --wait

  # List evaluations for a specific model
  akka-optimize training evaluations list --model 4f3a91c07b2e5d68

  # Display a field-by-field accuracy report
  akka-optimize training evaluations report 9c2e4b7a1d63f085

Options

  -h, --help   help for evaluations

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 http://localhost:9001, or TRAINER_URL)
      --url string           Optimize service URL (default http://localhost:9010, or OPTIMIZE_URL)
      --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