akka optimize training runs get

Display details for a training run

Synopsis

Display a training run: its state, what it produced, and what it cost.

"State" says where the run is: its phase, how far it has got, the step it last saved and why it failed. "Results" is the model it registered, its losses and its start checks. "Cost" is its device time, its duration and the memory its devices held.

--settings, or -o wide, adds the settings the run was started with: its configuration, hyperparameters, engine settings, runtime and run settings. -o json is the whole run.

A supervised run on more than one device checks its own numerics before its first update. "Start checks" says whether they passed, and --checks shows each check: what it measured, its bound, and the engine setting that sets the bound.

To monitor status changes in real time, use "training runs wait".

akka optimize training runs get RUN [flags]

Examples

  # Display run details
  akka optimize training runs get 7d496e82c3a15f04

  # Show each start check against its bound
  akka optimize training runs get 7d496e82c3a15f04 --checks

  # Show the settings the run was started with
  akka optimize training runs get 7d496e82c3a15f04 --settings

  # Extract the registered model version using jq
  akka optimize training runs get 7d496e82c3a15f04 --jq .modelId

Options

      --checks     Show each start check: its verdict, each value against its bound, and the setting behind it
  -h, --help       help for get
      --settings   Show the settings the run was started with, as -o wide does

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