| type | The scheduler name. See here for list of support schedulers. | `"1Cycle"` |
| type | The scheduler name. See [here](https://microsoft.github.io/DeepSpeed/docs/htmlfiles/api/full/pt/deepspeed_lr_schedules.m.html) for list of support schedulers. | `"1Cycle"` |
| params | Dictionary of parameters to instantiate scheduler. The parameter names should match scheduler constructor signature. | `{"lr": 0.001, "eps": 1e-8}` |