upgrade pytorch to 2.5.1 (#351)

.github/workflows/build_wheel.yml

@@ -25,10 +25,10 @@ jobs:
       matrix:
         python: ["3.8", "3.9", "3.10", "3.11", "3.12"]
         cuda: ["11.8", "12.1", "12.4"]
-        torch: ["2.4.1", "2.5.0"]
-        exclude: # torch 2.5.0 dropped support for python 3.8
+        torch: ["2.4.1", "2.5.1"]
+        exclude: # torch 2.5.1 dropped support for python 3.8
           - python: "3.8"
-            torch: "2.5.0"
+            torch: "2.5.1"
     runs-on: [self-hosted, linux, release]
     env:
       PYTHON_VERSION: ${{ matrix.python }}

.github/workflows/package_test.yml

@@ -45,7 +45,7 @@ jobs:
       matrix:
         python: ["3.12"]
         cuda: ["12.4"]
-        torch: ["2.5.0"]
+        torch: ["2.5.1"]
     runs-on: [self-hosted, linux, build]
     env:
       PYTHON_VERSION: ${{ matrix.python }}

.github/workflows/publish_wheel.yml

@@ -24,7 +24,7 @@ jobs:
       matrix:
         python: ["3.9", "3.10", "3.11", "3.12"]
         cuda: ["12.4"]
-        torch: ["2.5.0"]
+        torch: ["2.5.1"]
     runs-on: [self-hosted, linux, release]
     env:
       PYTHON_VERSION: ${{ matrix.python }}

.github/workflows/release_test.yml

@@ -15,7 +15,7 @@ jobs:
       matrix:
         python: ["3.9", "3.10", "3.11", "3.12"]
         cuda: ["12.4"]
-        torch: ["2.5.0"]
+        torch: ["2.5.1"]
     runs-on: [self-hosted, linux, release]
     env:
       PYTHON_VERSION: ${{ matrix.python }}

CMakeLists.txt

@@ -194,25 +194,25 @@ if (DEFINED ENV{LIBTORCH_ROOT})
 else()
   include(FetchContent)
   if (CUDAToolkit_VERSION VERSION_GREATER_EQUAL 12.4)
-    # download libtorch 2.5.0 with cuda 12.4 from pytorch.org
+    # download libtorch 2.5.1 with cuda 12.4 from pytorch.org
     if (USE_CXX11_ABI)
-      set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu124/libtorch-cxx11-abi-shared-with-deps-2.5.0%2Bcu124.zip")
+      set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu124/libtorch-cxx11-abi-shared-with-deps-2.5.1%2Bcu124.zip")
     else()
-      set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu124/libtorch-shared-with-deps-2.5.0%2Bcu124.zip")
+      set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu124/libtorch-shared-with-deps-2.5.1%2Bcu124.zip")
     endif()
   elseif(CUDAToolkit_VERSION VERSION_GREATER_EQUAL 12.1)
-    # download libtorch 2.5.0 with cuda 12.1 from pytorch.org
+    # download libtorch 2.5.1 with cuda 12.1 from pytorch.org
     if (USE_CXX11_ABI)
-      set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu121/libtorch-cxx11-abi-shared-with-deps-2.5.0%2Bcu121.zip")
+      set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu121/libtorch-cxx11-abi-shared-with-deps-2.5.1%2Bcu121.zip")
     else()
-      set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu121/libtorch-shared-with-deps-2.5.0%2Bcu121.zip")
+      set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu121/libtorch-shared-with-deps-2.5.1%2Bcu121.zip")
     endif()
   elseif(CUDAToolkit_VERSION VERSION_GREATER_EQUAL 11.8)
-    # download libtorch 2.5.0 with cuda 11.8 from pytorch.org
+    # download libtorch 2.5.1 with cuda 11.8 from pytorch.org
     if (USE_CXX11_ABI)
-      set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu118/libtorch-cxx11-abi-shared-with-deps-2.5.0%2Bcu118.zip")
+      set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu118/libtorch-cxx11-abi-shared-with-deps-2.5.1%2Bcu118.zip")
     else()
-      set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu118/libtorch-shared-with-deps-2.5.0%2Bcu118.zip")
+      set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu118/libtorch-shared-with-deps-2.5.1%2Bcu118.zip")
     endif()
   else()
     # error out if cuda version is not supported
@@ -232,7 +232,7 @@ else()
   FetchContent_MakeAvailable(libtorch)
 
   find_package(Torch REQUIRED PATHS ${libtorch_SOURCE_DIR} NO_DEFAULT_PATH)
-  message(STATUS "Downloading and using libtorch 2.5.0 for cuda ${CUDA_VERSION} at ${libtorch_SOURCE_DIR}")
+  message(STATUS "Downloading and using libtorch 2.5.1 for cuda ${CUDA_VERSION} at ${libtorch_SOURCE_DIR}")
 endif()
 
 # check if USE_CXX11_ABI is set correctly

README.md

@@ -55,14 +55,14 @@ ScaleLLM is currently undergoing active development. We are fully committed to c
 
 ScaleLLM is available as a Python Wheel package on PyPI. You can install it using pip:
 ```bash
-# Install scalellm with CUDA 12.1 and Pytorch 2.4.1
+# Install scalellm with CUDA 12.4 and Pytorch 2.5.1
 pip install -U scalellm
 ```
 
-If you want to install ScaleLLM with different version of CUDA and Pytorch, you can pip install it with provding index URL of the version. For example, to install ScaleLLM with CUDA 12.1 and Pytorch 2.2.2, you can use the following command:
+If you want to install ScaleLLM with different version of CUDA and Pytorch, you can pip install it with provding index URL of the version. For example, to install ScaleLLM with CUDA 12.1 and Pytorch 2.4.1, you can use the following command:
 
 ```bash
-pip install -U scalellm -i https://whl.vectorch.com/cu121/torch2.2.2/
+pip install -U scalellm -i https://whl.vectorch.com/cu121/torch2.4.1/
 ```
 
 ### Build from source

docs/source/index.rst

@@ -12,7 +12,7 @@ ScaleLLM is available as a Python Wheel package on `PyPI <https://pypi.org/proje
 
 .. code-block:: bash
 
-   # Install scalellm with CUDA 12.1 and Pytorch 2.4.0
+   # Install ScaleLLM with CUDA 12.4 and Pytorch 2.5.1
    $ pip install -U scalellm
 
 

docs/source/quick_start.rst

@@ -12,7 +12,7 @@ ScaleLLM is available as a Python Wheel package on `PyPI <https://pypi.org/proje
 
 .. code-block:: bash
 
-    # Install ScaleLLM with CUDA 12.1 and Pytorch 2.4.0
+    # Install ScaleLLM with CUDA 12.4 and Pytorch 2.5.1
     $ pip install scalellm
 
 Install other versions
@@ -25,55 +25,49 @@ If you want to install ScaleLLM with different versions of CUDA and PyTorch, you
 
         .. tabs::
 
-            .. tab:: PyTorch 2.4.0
+            .. tab:: PyTorch 2.5.1
 
                 .. code-block:: bash
 
-                    $ pip install -U scalellm -i https://whl.vectorch.com/cu124/torch2.4.0/
+                    $ pip install -U scalellm -i https://whl.vectorch.com/cu124/torch2.5.1/
 
-    .. tab:: CUDA 12.1
+            .. tab:: PyTorch 2.4.1
 
-        .. tabs::
+                .. code-block:: bash
 
-            .. tab:: PyTorch 2.4.0
+                    $ pip install -U scalellm -i https://whl.vectorch.com/cu124/torch2.4.1/
 
-                .. code-block:: bash
+    .. tab:: CUDA 12.1
 
-                    $ pip install -U scalellm -i https://whl.vectorch.com/cu121/torch2.4.0/
+        .. tabs::
 
-            .. tab:: PyTorch 2.3.1
+            .. tab:: PyTorch 2.5.1
 
                 .. code-block:: bash
 
-                    $ pip install -U scalellm -i https://whl.vectorch.com/cu121/torch2.3.1/
+                    $ pip install -U scalellm -i https://whl.vectorch.com/cu121/torch2.5.1/
 
-            .. tab:: PyTorch 2.2.2
+            .. tab:: PyTorch 2.4.1
 
                 .. code-block:: bash
 
-                    $ pip install -U scalellm -i https://whl.vectorch.com/cu121/torch2.2.2/
+                    $ pip install -U scalellm -i https://whl.vectorch.com/cu121/torch2.4.1/
 
     .. tab:: CUDA 11.8
 
         .. tabs::
 
-            .. tab:: PyTorch 2.4.0
-
-                .. code-block:: bash
-
-                    $ pip install -U scalellm -i https://whl.vectorch.com/cu118/torch2.4.0/
-
-            .. tab:: PyTorch 2.3.1
+            .. tab:: PyTorch 2.5.1
 
                 .. code-block:: bash
 
-                    $ pip install -U scalellm -i https://whl.vectorch.com/cu118/torch2.3.1/
+                    $ pip install -U scalellm -i https://whl.vectorch.com/cu118/torch2.5.1/
 
-            .. tab:: PyTorch 2.2.2
+            .. tab:: PyTorch 2.4.1
 
                 .. code-block:: bash
 
-                    $ pip install -U scalellm -i https://whl.vectorch.com/cu118/torch2.2.2/
+                    $ pip install -U scalellm -i https://whl.vectorch.com/cu118/torch2.4.1/
 
 
 Build from source