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General info
| Method | GET /IP address:port/<api_ver>/metric |
| Description | The query is used to retrieve training metrics for the specified task |
Sample request
GET http://localhost:5000/v1.3/metric?task_id=4ac03f98bb214f476473f10a95282df440199de130d985828d6c0469b17cf1ee&min_epoch=0&max_epoch=3
where:
| Parameter | Description |
|---|---|
| task_id | A unique identifier of the task (uid), which can be obtained using a task list query (see Get the list of tasks) |
| min_epoch | The value starting from which (inclusive) it is necessary to show epochs. Default value is 0 |
| max_epoch | The value up to which (inclusive) it is necessary to show epochs |
Sample response
{
"message": "Done",
"metrics": {
"0": {
"acc": 50.66666793823242,
"loss": 0.9217858910560608,
"test_acc": 64.0,
"test_loss": 0.7134290337562561
},
....
"3": {
"acc": 46.66666793823242,
"loss": 0.7211427092552185,
"test_acc": 36.0,
"test_loss": 0.7094659209251404
}
}
}
where:
| Parameter | Description |
|---|---|
| metrics | An object containing metrics by epoch |
| acc | Epoch accuracy |
| loss | Loss of epoch |
| test_acc | Test epoch accuracy |
| test_loss | Test loss of epoch |
Response in case of error:
{ "error": "error description" }