Require gpytorch 1.12 (#2408)

Summary:
The recent update https://github.com/cornellius-gp/gpytorch/releases/tag/v1.12 fixes some issues that have caused problems for users, we want to pick those up. Addresses #2407

Pull Request resolved: #2408

Reviewed By: esantorella

Differential Revision: D59274659

Pulled By: Balandat

fbshipit-source-id: 92277106f616ad0c9f39030244cf53ac4dffa998

Author: Balandat

.conda/meta.yaml

@@ -18,7 +18,7 @@ requirements:
     - setuptools_scm
   run:
     - pytorch >=1.13.1
-    - gpytorch ==1.11
+    - gpytorch ==1.12
     - linear_operator ==0.5.1
     - scipy
     - multipledispatch

README.md

@@ -57,7 +57,7 @@ Optimization simply use Ax.
 **Installation Requirements**
 - Python >= 3.10
 - PyTorch >= 1.13.1
-- gpytorch == 1.11
+- gpytorch == 1.12
 - linear_operator == 0.5.1
 - pyro-ppl >= 1.8.4
 - scipy

environment.yml

@@ -5,7 +5,7 @@ channels:
   - conda-forge
 dependencies:
   - pytorch>=1.13.1
-  - gpytorch==1.11
+  - gpytorch==1.12
   - linear_operator==0.5.1
   - scipy
   - multipledispatch

requirements.txt

@@ -3,6 +3,6 @@ scipy
 mpmath>=0.19,<=1.3
 torch>=1.13.1
 pyro-ppl>=1.8.4
-gpytorch==1.11
+gpytorch==1.12
 linear_operator==0.5.1
 numpy<2.0