Libtorch 2.5.1

.github/actions/install-cudnn/action.yml

@@ -46,10 +46,12 @@ runs:
         Get-ChildItem -Path "${env:CUDA_PATH}\lib"
         Get-ChildItem -Path "C:\cudnn\" -Directory | Move-Item -Destination "C:\cudnn\cuda"
         Get-ChildItem -Path "C:\cudnn\"
+        Get-ChildItem -Path "C:\cudnn\cuda"
         Move-Item -Path "C:\cudnn\cuda\bin\cudnn*.dll" -Destination "${env:CUDA_PATH}\bin"
         Move-Item -Path "C:\cudnn\cuda\include\cudnn*.h" -Destination "${env:CUDA_PATH}\include"
         Move-Item -Path "C:\cudnn\cuda\lib\cudnn*.lib" -Destination "${env:CUDA_PATH}\lib\x64"
-        echo "CUDNN_INCLUDE_PATH=""${CUDA_PATH}\include""" | Out-File -FilePath $env:GITHUB_ENV -Encoding utf8 -Append
-        echo "CUDNN_LIBRARY_PATH=""${CUDA_PATH}\lib\x64""" | Out-File -FilePath $env:GITHUB_ENV -Encoding utf8 -Append
+        Move-Item -Path "C:\cudnn\cuda\lib\x64\cudnn*.lib" -Destination "${env:CUDA_PATH}\lib\x64"
+        echo "CUDNN_INCLUDE_PATH=""${env:CUDA_PATH}\include""" | Out-File -FilePath $env:GITHUB_ENV -Encoding utf8 -Append
+        echo "CUDNN_LIBRARY_PATH=""${env:CUDA_PATH}\lib\x64""" | Out-File -FilePath $env:GITHUB_ENV -Encoding utf8 -Append
         Remove-Item -Path cudnn.zip
       shell: pwsh

.github/actions/install-cudnn/cudnn-url.txt

@@ -1,8 +1,10 @@
 windows 11.3    https://torch-cdn.mlverse.org/cudnn/cudnn-11.3-windows-x64-v8.2.1.32.zip
 windows 11.7    https://developer.download.nvidia.com/compute/redist/cudnn/v8.5.0/local_installers/11.7/cudnn-windows-x86_64-8.5.0.96_cuda11-archive.zip
 windows 11.8    https://developer.download.nvidia.com/compute/redist/cudnn/v8.7.0/local_installers/11.8/cudnn-windows-x86_64-8.7.0.84_cuda11-archive.zip
+windows 12.4    https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/windows-x86_64/cudnn-windows-x86_64-8.9.7.29_cuda12-archive.zip
 linux   11.3    https://torch-cdn.mlverse.org/cudnn/cudnn-11.3-linux-x64-v8.2.1.32.tgz
 linux   11.6    https://torch-cdn.mlverse.org/cudnn/cudnn-linux-x86_64-8.6.0.163_cuda11-archive.tgz
 linux   10.2    https://torch-cdn.mlverse.org/cudnn/cudnn-10.2-linux-x64-v7.6.5.32.tgz
 linux   11.7    https://torch-cdn.mlverse.org/cudnn/cudnn-linux-x86_64-8.5.0.96_cuda11-archive.tar.xz
-linux   11.8    https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/linux-x86_64/cudnn-linux-x86_64-8.9.0.131_cuda11-archive.tar.xz
+linux   11.8    https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/linux-x86_64/cudnn-linux-x86_64-8.9.0.131_cuda11-archive.tar.xz
+linux   12.4    https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/linux-x86_64/cudnn-linux-x86_64-8.9.7.29_cuda12-archive.tar.xz

.github/workflows/lantern.yaml

@@ -18,16 +18,16 @@ jobs:
         config: 
           # when changing supported versions here, please modify supported versions
           # in install.R
-          - {os: macOS, version: cpu-intel, runner: macos-12}
+          - {os: macOS, version: cpu-intel, runner: macos-13}
           - {os: macOS, version: cpu-m1, runner: [self-hosted, m1]}
 
           - {os: ubuntu, version: cpu, runner: ubuntu-latest}
-          - {os: ubuntu, version: cu11.7, runner: [self-hosted, linux]}
           - {os: ubuntu, version: cu11.8, runner: [self-hosted, linux]}
+          - {os: ubuntu, version: cu12.4, runner: [self-hosted, linux]}
 
-          - {os: windows, version: cpu, runner: windows-2019}
-          - {os: windows, version: cu11.7, runner: windows-2019}
+          - {os: windows, version: cpu, runner: windows-2022}
           - {os: windows, version: cu11.8, runner: windows-2019}
+          - {os: windows, version: cu12.4, runner: windows-2019}
 
         precxx11abi: [0, 1]
 
@@ -39,16 +39,14 @@ jobs:
           - config: {os: ubuntu}
             precxx11abi: 1
             container: ubuntu:20.04
-
-          # specify the CUDA patch for each major/minor version.
-          # required for cuda installation
-          - config: {version: cu11.7}
-            cuda: 11.7
-            cuda_patch: 1
 
           - config: {version: cu11.8}
             cuda: 11.8
             cuda_patch: 0
+
+          - config: {version: cu12.4}
+            cuda: 12.4
+            cuda_patch: 1
 
         exclude:
           - config: {os: macOS}
@@ -80,17 +78,18 @@ jobs:
 
       - name: Install CUDA
         if: ${{matrix.cuda != ''}}
-        uses: Jimver/[email protected].10
+        uses: Jimver/[email protected].18
         id: cuda-toolkit
         with:
           cuda: "${{matrix.cuda}}.${{matrix.cuda_patch}}"
+          log-file-suffix: '${{matrix.cuda}}.${{matrix.cuda_patch}}.${{matrix.precxx11abi}}.txt'
 
       - name: Install CuDNN
         if: ${{ matrix.cuda != '' }}
         uses: ./.github/actions/install-cudnn
         with:
           cuda_version: ${{ matrix.cuda }}
-        
+
       - name: Run cmake
         run: |
           cd src/lantern/

.github/workflows/main.yaml

@@ -32,18 +32,14 @@ jobs:
 
           - {os: ubuntu, r_version: release, version: cpu, runner: ubuntu-20.04}
           - {os: ubuntu, r_version: release, version: cpu, runner: ubuntu-20.04, precxx11abi: 1}
-          - {os: ubuntu, r_version: release, version: cu11.7, runner: [self-hosted, gpu-local]}
-          - {os: ubuntu, r_version: release, version: cu11.8, runner: [self-hosted, gpu-local]}
+          - {os: ubuntu, r_version: release, version: cu12.4, runner: [self-hosted, gpu-local]}
 
           - {os: windows, r_version: release, version: cpu, runner: windows-latest}
 
         include:
 
-          - config: {os: ubuntu, version: cu11.7}
-            container: {image: 'nvidia/cuda:11.7.1-cudnn8-devel-ubuntu20.04', options: '--gpus all --runtime=nvidia'}
-
-          - config: {os: ubuntu, version: cu11.8}
-            container: {image: 'nvidia/cuda:11.8.0-cudnn8-devel-ubuntu20.04', options: '--gpus all --runtime=nvidia'}
+          - config: {os: ubuntu, version: cu12.4}
+            container: {image: 'nvidia/cuda:12.4.1-cudnn-devel-ubuntu20.04', options: '--gpus all --runtime=nvidia'}
 
     runs-on: ${{ matrix.config.runner }}
     container: ${{ matrix.container }}
@@ -79,7 +75,7 @@ jobs:
       - uses: ./.github/actions/setup-r
         with:
           r_version: ${{ matrix.config.r_version}}
-      
+
       - name: Setup cmake
         uses: jwlawson/actions-setup-cmake@v1
         if: ${{ env.BUILD_LANTERN == 1}}
@@ -91,16 +87,15 @@ jobs:
           cache: false
           extra-packages: any::rcmdcheck
           needs: check
-
-      - run: |
-          Sys.getenv("PRECXX11ABI")
-          Sys.setenv("PRECXX11ABI" = 1)
-          pkgbuild::build()
-        shell: Rscript {0}
-
+
+      - name: Session info
+        run: |
+          Rscript -e "sessionInfo()"
+
       - uses: r-lib/actions/check-r-package@v2
         with:
           error-on: '"error"'
           args: 'c("--no-multiarch", "--no-manual", "--as-cran")'
+
 
 

DESCRIPTION

@@ -1,7 +1,7 @@
 Package: torch
 Type: Package
 Title: Tensors and Neural Networks with 'GPU' Acceleration
-Version: 0.13.0.9000
+Version: 0.13.0.9001
 Authors@R: c(
     person("Daniel", "Falbel", email = "[email protected]", role = c("aut", "cre", "cph")),
     person("Javier", "Luraschi", email = "[email protected]", role = c("aut")),
@@ -11,6 +11,7 @@ Authors@R: c(
     person("Krzysztof", "Joachimiak", role = c("ctb")),
     person("Hamada S.", "Badr", role = c("ctb")),
     person("Sebastian", "Fischer", role = c("ctb")),
+    person("Maximilian", "Pichler", role = c("ctb")),
     person(family = "RStudio", role = c("cph"))
     )
 Description: Provides functionality to define and train neural networks similar to
@@ -43,8 +44,9 @@ Imports:
     glue,
     desc,
     safetensors (>= 0.1.1),
-    jsonlite
-RoxygenNote: 7.3.1
+    jsonlite,
+    scales
+RoxygenNote: 7.3.2
 Roxygen: list(markdown = TRUE)
 Suggests:
     testthat (>= 3.0.0),
@@ -177,3 +179,5 @@ Collate:
     'variable_list.R'
     'with-indices.R'
     'wrapers.R'
+Remotes:
+    RcppCore/Rcpp

NEWS.md

@@ -3,6 +3,7 @@
 ## Bug fixes
 
 - `torch_iinfo()` now support all integer dtypes (#1190 @cregouby)
+- Fixed float key_padding_mask in `nnf_multi_head_attention_forward()` (#1205)
 
 # torch 0.13.0