Upgrade torch to 2.12 (Nerogar#1392)

Author: dxqb

requirements-cuda.txt

@@ -1,10 +1,10 @@
 # pytorch
---extra-index-url https://download.pytorch.org/whl/cu128
-torch==2.9.1+cu128
-torchvision==0.24.1+cu128
+--extra-index-url https://download.pytorch.org/whl/cu130
+torch==2.12.0+cu130
+torchvision==0.27.0+cu130
 onnxruntime-gpu==1.23.2
-nvidia-nccl-cu12==2.27.5; sys_platform == "linux"
-triton-windows==3.5.1.post24; sys_platform == "win32"
+nvidia-nccl-cu13==2.29.7; sys_platform == "linux"
+triton-windows==3.7.0.post26; sys_platform == "win32"
 
 # optimizers
 bitsandbytes==0.49.1 # bitsandbytes for 8-bit optimizers and weight quantization

requirements-default.txt

@@ -1,6 +1,6 @@
 # pytorch
-torch==2.9.1
-torchvision==0.24.1
+torch==2.12.0
+torchvision==0.27.0
 onnxruntime==1.23.2
 
 # optimizers

requirements-rocm.txt

@@ -2,9 +2,9 @@
 # please open an issue or pull request on github
 
 # pytorch
---extra-index-url https://download.pytorch.org/whl/rocm6.3
-torch==2.9.1+rocm6.3
-torchvision==0.24.1+rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.2
+torch==2.12.0+rocm7.2; sys_platform == "linux"
+torchvision==0.27.0+rocm7.2; sys_platform == "linux"
 onnxruntime==1.23.2
 
 # optimizers