---
title: BNNSOptimizerRMSPropWithClippingFields
framework: accelerate
role: symbol
role_heading: Structure
path: accelerate/bnnsoptimizerrmspropwithclippingfields
---

# BNNSOptimizerRMSPropWithClippingFields

A structure that contains the fields of a root mean square propagation (RMSProp) optimizer that optionally clips the gradient by value or by norm.

## Declaration

```swift
struct BNNSOptimizerRMSPropWithClippingFields
```

## Topics

### Initializers

- [init(learning_rate:alpha:epsilon:centered:momentum:gradient_scale:regularization_scale:regularization_func:clipping_func:clip_gradients_min:clip_gradients_max:clip_gradients_max_norm:clip_gradients_use_norm:)](accelerate/bnnsoptimizerrmspropwithclippingfields/init(learning_rate:alpha:epsilon:centered:momentum:gradient_scale:regularization_scale:regularization_func:clipping_func:clip_gradients_min:clip_gradients_max:clip_gradients_max_norm:clip_gradients_use_norm:).md)
- [init()](accelerate/bnnsoptimizerrmspropwithclippingfields/init().md)

### Instance Properties

- [learning_rate](accelerate/bnnsoptimizerrmspropwithclippingfields/learning_rate.md)
- [alpha](accelerate/bnnsoptimizerrmspropwithclippingfields/alpha.md)
- [epsilon](accelerate/bnnsoptimizerrmspropwithclippingfields/epsilon.md)
- [centered](accelerate/bnnsoptimizerrmspropwithclippingfields/centered.md)
- [momentum](accelerate/bnnsoptimizerrmspropwithclippingfields/momentum.md)
- [gradient_scale](accelerate/bnnsoptimizerrmspropwithclippingfields/gradient_scale.md)
- [regularization_scale](accelerate/bnnsoptimizerrmspropwithclippingfields/regularization_scale.md)
- [regularization_func](accelerate/bnnsoptimizerrmspropwithclippingfields/regularization_func.md)
- [clipping_func](accelerate/bnnsoptimizerrmspropwithclippingfields/clipping_func.md)
- [BNNSOptimizerClippingFunction](accelerate/bnnsoptimizerclippingfunction.md)
- [clip_gradients_min](accelerate/bnnsoptimizerrmspropwithclippingfields/clip_gradients_min.md)
- [clip_gradients_max](accelerate/bnnsoptimizerrmspropwithclippingfields/clip_gradients_max.md)
- [clip_gradients_max_norm](accelerate/bnnsoptimizerrmspropwithclippingfields/clip_gradients_max_norm.md)
- [clip_gradients_use_norm](accelerate/bnnsoptimizerrmspropwithclippingfields/clip_gradients_use_norm.md)

## Relationships

### Conforms To

- [BitwiseCopyable](swift/bitwisecopyable.md)
- [Sendable](swift/sendable.md)

## See Also

### Optimizers

- [BNNS.AdamOptimizer](accelerate/bnns/adamoptimizer.md)
- [BNNS.AdamWOptimizer](accelerate/bnns/adamwoptimizer.md)
- [BNNS.RMSPropOptimizer](accelerate/bnns/rmspropoptimizer.md)
- [BNNS.SGDMomentumOptimizer](accelerate/bnns/sgdmomentumoptimizer.md)
- [BNNSOptimizer](accelerate/bnnsoptimizer.md)
- [BNNSOptimizerRegularizationFunction](accelerate/bnnsoptimizerregularizationfunction.md)
- [BNNSOptimizerAdamFields](accelerate/bnnsoptimizeradamfields.md)
- [BNNSOptimizerAdamWithClippingFields](accelerate/bnnsoptimizeradamwithclippingfields.md)
- [BNNSOptimizerRMSPropFields](accelerate/bnnsoptimizerrmspropfields.md)
- [BNNSOptimizerSGDMomentumFields](accelerate/bnnsoptimizersgdmomentumfields.md)
- [BNNSOptimizerSGDMomentumWithClippingFields](accelerate/bnnsoptimizersgdmomentumwithclippingfields.md)
- [BNNSOptimizerSGDMomentumVariant](accelerate/bnnsoptimizersgdmomentumvariant.md)
- [BNNSOptimizerStep(_:_:_:_:_:_:_:)](accelerate/bnnsoptimizerstep(_:_:_:_:_:_:_:).md)
- [BNNSOptimizerFunction](accelerate/bnnsoptimizerfunction.md)