Utilities to export models to the autumn8.ai service
Project description
Autumn8 CLI
Autumn8 CLI is a toolkit, which allows you to easily interact programatically with the Autumn8's ML service, AutoDL.
Usage
To use the CLI - as a prerequisite, you'll have to log in into autodl.autumn8.ai and generate an API key for you CLI from your Profile page.
Follow the instructions on https://autodl.autumn8.ai/profile to authenticate your CLI.
Available commands
Usage: autumn8-cli [OPTIONS] COMMAND [ARGS]...
Options:
--version Show the version and exit.
--help Show this message and exit.
Commands:
login
submit-model
test-connection
Login
Usage: autumn8-cli login [OPTIONS]
Store API credentials for the CLI to use in the future.
Options:
-u, --user_id TEXT The ID of the user that the CLI will authenticate as in
AutoDL.
-a, --api_key TEXT API Key to use when authenticating in AutoDL from now
on.
--help Show this message and exit.
Submit model
Usage: autumn8-cli submit-model [OPTIONS] MODEL_FILE_PATH
[MODEL_SCRIPT_ARGS]...
Submit a model to AutoDL.
Options:
-n, --name TEXT Name of the model to be used in AutoDL.
-q, --quantization, --quants [FP32|FP16|INT8]
Quantization for the model.
--input_dims TEXT The model input dimensions, specified as a
JSON array
--input_file TEXT The model input filepath
-y, --yes Skip all confirmation input from the user.
-o, --organization_id, --org_id INTEGER
The ID of the Organization to submit the
model to
-g, --group_id TEXT The ID of the group to submit the model to
--help Show this message and exit.
Test connection
Usage: autumn8-cli test-connection [OPTIONS]
Test connection to the autumn8.ai service, using the configured API key.
Displays the user's email address upon successful connection.
Options:
--help Show this message and exit.
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