Basic NanoDet¶
Category: optimization.optimizer.nanodet
Version: 1.0.0
UUID: ae6ba66ffc7dcd6e20b05e9e7c33e6531d3879b4282da15b9a9e542643e35c07
Execution context: leip_af
Subcomponent Parameters¶
| Name | Synonyms | Allowable Categories |
|---|---|---|
| Param-level config | optimization.optimizer.per_layer_config |
hyperparameter.optimization.optimizer.nanodet |
Value Parameters¶
| Name | Synonyms | Type | Values |
|---|---|---|---|
| Learning Rate | optimization.learning_rate |
scalar | float, min: 1e-09, max: 100.0 |
| Algorithm | optimization.optimizer.algorithm |
choice | 12 choices |
| Disalbe weight decay for Biases | optimization.optimizer.weight_decay.disable_for_bias |
scalar | bool |
| Disalbe weight decay for Norms | optimization.optimizer.weight_decay.disable_for_norm |
scalar | bool |
| Weight Decay | optimization.optimizer.weight_decay |
scalar | float |
This component fits into¶
| Name | UUID | Synonyms |
|---|---|---|
| NanoDet | 447eea... |
optimization.optimizer |
Extra options¶
Algorithm¶
AdadeltaAdagradAdamAdamWAdamaxASGDLBFGSNAdamRAdamRMSpropRpropSGD