[PyTorch] Update to 2.2.1 and minor changes

pytorch/README.md

@@ -9,7 +9,7 @@ Introduction
 ------------
 This directory contains the JavaCPP Presets module for:
 
- * PyTorch 2.1.2  https://pytorch.org/
+ * PyTorch 2.2.0  https://pytorch.org/
 
 Please refer to the parent README.md file for more detailed information about the JavaCPP Presets.
 
@@ -40,22 +40,22 @@ We can use [Maven 3](http://maven.apache.org/) to download and install automatic
     <modelVersion>4.0.0</modelVersion>
     <groupId>org.bytedeco.pytorch</groupId>
     <artifactId>simplemnist</artifactId>
-    <version>1.5.10</version>
+    <version>1.5.11-SNAPSHOT</version>
     <properties>
         <exec.mainClass>SimpleMNIST</exec.mainClass>
     </properties>
     <dependencies>
         <dependency>
             <groupId>org.bytedeco</groupId>
             <artifactId>pytorch-platform</artifactId>
-            <version>2.1.2-1.5.10</version>
+            <version>2.2.0-1.5.11-SNAPSHOT</version>
         </dependency>
 
         <!-- Additional dependencies required to use CUDA, cuDNN, and NCCL -->
         <dependency>
             <groupId>org.bytedeco</groupId>
             <artifactId>pytorch-platform-gpu</artifactId>
-            <version>2.1.2-1.5.10</version>
+            <version>2.2.0-1.5.11-SNAPSHOT</version>
         </dependency>
 
         <!-- Additional dependencies to use bundled CUDA, cuDNN, and NCCL -->

pytorch/cppbuild.sh

@@ -35,7 +35,7 @@ if [[ $PLATFORM == windows* ]]; then
     export PYTHON_BIN_PATH=$(which python.exe)
 fi
 
-PYTORCH_VERSION=2.1.2
+PYTORCH_VERSION=2.2.0
 
 export PYTORCH_BUILD_VERSION="$PYTORCH_VERSION"
 export PYTORCH_BUILD_NUMBER=1
@@ -53,8 +53,9 @@ git checkout v$PYTORCH_VERSION
 git submodule update --init --recursive
 git submodule foreach --recursive 'git reset --hard'
 
-# https://github.com/pytorch/pytorch/pull/66219
-#patch -Np1 < ../../../pytorch.patch
+# Fix version of this submodule to allow compilation on windows.
+# Probably could be removed when we upgrade to next version of PyTorch.
+(cd third_party/pocketfft; git checkout 9d3ab05a7fffbc71a492bc6a17be034e83e8f0fe)
 
 CPYTHON_HOST_PATH="$INSTALL_PATH/../../../cpython/cppbuild/$PLATFORM/host/"
 CPYTHON_PATH="$INSTALL_PATH/../../../cpython/cppbuild/$PLATFORM/"
@@ -165,24 +166,11 @@ sedinplace 's/    build_deps()/    build_deps(); sys.exit()/g' setup.py
 sedinplace 's/AND NOT DEFINED ENV{CUDAHOSTCXX}//g' cmake/public/cuda.cmake
 sedinplace 's/CMAKE_CUDA_FLAGS "/CMAKE_CUDA_FLAGS " --use-local-env /g' CMakeLists.txt
 
-# work around some compiler bugs
-sedinplace 's/!defined(__INTEL_COMPILER))/!defined(__INTEL_COMPILER) \&\& (__GNUC__ < 11))/g' third_party/XNNPACK/src/xnnpack/intrinsics-polyfill.h
 sedinplace 's/using ExpandingArrayDouble/public: using ExpandingArrayDouble/g' ./torch/csrc/api/include/torch/nn/options/pooling.h
-sedinplace 's/typedef c10::variant/public: typedef c10::variant/g' ./torch/csrc/api/include/torch/nn/options/upsampling.h
-sedinplace 's/std::copysign/copysignf/g' aten/src/ATen/native/cuda/*.cu
-sedinplace 's/std::trunc/truncf/g' aten/src/ATen/native/cuda/*.cu
-sedinplace 's/std::floor/floorf/g' aten/src/ATen/native/cuda/*.cu
-sedinplace 's/std::ceil/ceilf/g' aten/src/ATen/native/cuda/*.cu
-sedinplace 's/round(/roundf(/g' aten/src/ATen/native/cuda/*.cu
-sedinplace 's/floor(/floorf(/g' aten/src/ATen/native/cuda/*.cu
-sedinplace 's/ceil(/ceilf(/g' aten/src/ATen/native/cuda/*.cu
-sedinplace '/#include <thrust\/device_vector.h>/a\
-#include <thrust\/host_vector.h>\
-' caffe2/utils/math_gpu.cu
 
 # allow setting the build directory and passing CUDA options
 sedinplace "s/BUILD_DIR = .build./BUILD_DIR = os.environ['BUILD_DIR'] if 'BUILD_DIR' in os.environ else 'build'/g" tools/setup_helpers/env.py
-sedinplace "s/var.startswith(('BUILD_', 'USE_', 'CMAKE_'))/var.startswith(('BUILD_', 'USE_', 'CMAKE_', 'CUDA_'))/g" tools/setup_helpers/cmake.py
+sedinplace 's/var.startswith(("BUILD_", "USE_", "CMAKE_"))/var.startswith(("BUILD_", "USE_", "CMAKE_", "CUDA_"))/g' tools/setup_helpers/cmake.py
 
 # allow resizing std::vector<at::indexing::TensorIndex>
 sedinplace 's/TensorIndex(c10::nullopt_t)/TensorIndex(c10::nullopt_t none = None)/g' aten/src/ATen/TensorIndexing.h

pytorch/include_list.pl

@@ -52,6 +52,8 @@ sub go {
 
 chdir "cppbuild/linux-x86_64-gpu/pytorch/torch/include";
 
+# Doesn't compile on Windows. Waiting for 2.2.1.
+#go('torch/csrc/api/include/torch/torch.h', 'torch/script.h', 'torch/csrc/inductor/aoti_model_container_runner.h');
 go('torch/csrc/api/include/torch/torch.h', 'torch/script.h');
 
 print <<EOF;
@@ -62,4 +64,6 @@ sub go {
 // c10/cuda/CUDAGuard.h
 EOF
 
+# Doesn't compile on Windows. Waiting for 2.2.1.
+#go('ATen/cudnn/Descriptors.h', 'ATen/cudnn/Types.h', 'c10/cuda/CUDAGuard.h', '-I/opt/cuda/targets/x86_64-linux/include/', 'torch/csrc/inductor/aoti_model_container_runner_cuda.h');
 go('ATen/cudnn/Descriptors.h', 'ATen/cudnn/Types.h', 'c10/cuda/CUDAGuard.h', '-I/opt/cuda/targets/x86_64-linux/include/');

pytorch/platform/gpu/pom.xml

@@ -12,7 +12,7 @@
 
   <groupId>org.bytedeco</groupId>
   <artifactId>pytorch-platform-gpu</artifactId>
-  <version>2.1.2-${project.parent.version}</version>
+  <version>2.2.0-${project.parent.version}</version>
   <name>JavaCPP Presets Platform GPU for PyTorch</name>
 
   <properties>

pytorch/platform/pom.xml

@@ -12,7 +12,7 @@
 
   <groupId>org.bytedeco</groupId>
   <artifactId>pytorch-platform</artifactId>
-  <version>2.1.2-${project.parent.version}</version>
+  <version>2.2.0-${project.parent.version}</version>
   <name>JavaCPP Presets Platform for PyTorch</name>
 
   <properties>

pytorch/pom.xml

@@ -11,7 +11,7 @@
 
   <groupId>org.bytedeco</groupId>
   <artifactId>pytorch</artifactId>
-  <version>2.1.2-${project.parent.version}</version>
+  <version>2.2.0-${project.parent.version}</version>
   <name>JavaCPP Presets for PyTorch</name>
 
   <dependencies>