Merge branch 'main' into gradient

Author: NiklasGustafsson

RELEASENOTES.md

@@ -14,6 +14,7 @@ __API Changes__:
 __Bug Fixes__:
 
 - #1300 `Adadelta`, `Adam` and `AdamW` will no longer throw `NullReferenceException` when `maximize` is `true` and `grad` is `null`.
+- `torch.normal` will now correctly return a leaf tensor.
 
 # NuGet Version 0.102.4
 

src/TorchSharp/Tensor/Factories/Tensor.Factories.cs

@@ -116,7 +116,8 @@ public static Tensor eye(long rows, long columns = -1L, ScalarType? dtype = null
         /// <returns></returns>
         public static Tensor normal(double mean, double std, ReadOnlySpan<long> size, ScalarType? dtype = null, Device? device = null, bool requires_grad = false, Generator? generator = null, string[]? names = null)
         {
-            return randn(size, dtype: dtype, device: device, requires_grad: requires_grad, generator: generator) * std + mean;
+            return randn(size, dtype, device, requires_grad: false, generator, names)
+                .mul_(std).add_(mean).requires_grad_(requires_grad);
         }
 
         /// <summary>