<!--
{
  "availability" : [
    "iOS: 14.0.0 - 17.4.0",
    "iPadOS: 14.0.0 - 17.4.0",
    "macCatalyst: 14.0.0 - 17.4.0",
    "macOS: 11.0.0 - 14.3.0",
    "tvOS: 14.0.0 - 17.4.0"
  ],
  "documentType" : "symbol",
  "framework" : "MLCompute",
  "identifier" : "/documentation/MLCompute/MLCLossType",
  "metadataVersion" : "0.1.0",
  "role" : "Enumeration",
  "symbol" : {
    "kind" : "Enumeration",
    "modules" : [
      "ML Compute"
    ],
    "preciseIdentifier" : "c:@E@MLCLossType"
  },
  "title" : "MLCLossType"
}
-->

# MLCLossType

A loss function.

```
enum MLCLossType
```

## Topics

### Enumeration Cases

[`MLCLossType.categoricalCrossEntropy`](/documentation/MLCompute/MLCLossType/categoricalCrossEntropy)

[`MLCLossType.cosineDistance`](/documentation/MLCompute/MLCLossType/cosineDistance)

[`MLCLossType.hinge`](/documentation/MLCompute/MLCLossType/hinge)

[`MLCLossType.huber`](/documentation/MLCompute/MLCLossType/huber)

[`MLCLossType.log`](/documentation/MLCompute/MLCLossType/log)

[`MLCLossType.meanAbsoluteError`](/documentation/MLCompute/MLCLossType/meanAbsoluteError)

[`MLCLossType.meanSquaredError`](/documentation/MLCompute/MLCLossType/meanSquaredError)

[`MLCLossType.sigmoidCrossEntropy`](/documentation/MLCompute/MLCLossType/sigmoidCrossEntropy)

[`MLCLossType.softmaxCrossEntropy`](/documentation/MLCompute/MLCLossType/softmaxCrossEntropy)

[`MLCLossTypeCount`](/documentation/MLCompute/MLCLossType/MLCLossTypeCount)

[`debugDescription`](/documentation/MLCompute/MLCLossType/debugDescription)

A textual description of the loss type, suitable for debugging.



---

Copyright &copy; 2026 Apple Inc. All rights reserved. | [Terms of Use](https://www.apple.com/legal/internet-services/terms/site.html) | [Privacy Policy](https://www.apple.com/privacy/privacy-policy)