Merge remote-tracking branch 'origin/main' into dev_1.21.0

Author: beat-buesser

.github/workflows/ci-huggingface.yml

@@ -51,13 +51,14 @@ jobs:
           sudo apt-get update
           sudo apt-get -y -q install ffmpeg libavcodec-extra
           python -m pip install --upgrade pip setuptools wheel
-          pip install -q -r <(sed '/^tensorflow/d;/^keras/d;/^torch/d;/^torchvision/d;/^torchaudio/d;/^transformers/d' requirements_test.txt)
+          pip install -q -r <(sed '/^tensorflow/d;/^keras/d;/^torch/d;/^torchvision/d;/^torchaudio/d;/^transformers/d;/^safetensors/d' requirements_test.txt)
           pip install tensorflow==2.18.1
           pip install keras==3.10.0
           pip install torch==${{ matrix.torch }} --index-url https://download.pytorch.org/whl/cpu
           pip install torchvision==${{ matrix.torchvision }} --index-url https://download.pytorch.org/whl/cpu
           pip install torchaudio==${{ matrix.torchaudio }} --index-url https://download.pytorch.org/whl/cpu
           pip install transformers==${{ matrix.transformers }}
+          pip install safetensors==0.5.3
           pip list
 
       - name: Cache CIFAR-10 dataset

.github/workflows/ci-legacy.yml

@@ -34,9 +34,9 @@ jobs:
             python: '3.10'
             tensorflow: 2.18.1
             keras: 3.10.0
-            torch: 2.7.0
-            torchvision: 0.22.0
-            torchaudio: 2.7.0
+            torch: 2.8.0
+            torchvision: 0.23.0
+            torchaudio: 2.8.0
             scikit-learn: 1.6.1
 
     name: Run ${{ matrix.module }} ${{ matrix.name }} Tests

.github/workflows/ci-pytorch.yml

@@ -28,18 +28,18 @@ jobs:
       fail-fast: false
       matrix:
         include:
-          - name: PyTorch 2.6.0 (Python 3.10)
-            framework: pytorch
-            python: '3.10'
-            torch: 2.6.0
-            torchvision: 0.21.0
-            torchaudio: 2.6.0
           - name: PyTorch 2.7.1 (Python 3.10)
             framework: pytorch
             python: '3.10'
             torch: 2.7.1
             torchvision: 0.22.1
             torchaudio: 2.7.1
+          - name: PyTorch 2.8.0 (Python 3.10)
+            framework: pytorch
+            python: '3.10'
+            torch: 2.8.0
+            torchvision: 0.23.0
+            torchaudio: 2.8.0
 
     name: ${{ matrix.name }}
     steps:

.github/workflows/dockerhub.yml

@@ -23,14 +23,14 @@ jobs:
         uses: actions/checkout@v4
 
       - name: Log in to Docker Hub
-        uses: docker/login-action@74a5d142397b4f367a81961eba4e8cd7edddf772
+        uses: docker/login-action@184bdaa0721073962dff0199f1fb9940f07167d1
         with:
           username: ${{ secrets.DOCKER_HUB_USERNAME }}
           password: ${{ secrets.DOCKER_HUB_ACCESS_TOKEN }}
 
       - name: Extract metadata (tags, labels) for Docker
         id: meta
-        uses: docker/metadata-action@902fa8ec7d6ecbf8d84d538b9b233a880e428804
+        uses: docker/metadata-action@c1e51972afc2121e065aed6d45c65596fe445f3f
         with:
           images: adversarialrobustnesstoolbox/releases
           tags: |

art/estimators/certification/deep_z/pytorch.py

@@ -169,7 +169,7 @@ def concrete_forward(self, in_x: np.ndarray | "torch.Tensor") -> "torch.Tensor":
             # as reshapes are not modules we infer when the reshape from convolutional to dense occurs
             if self.reshape_op_num == op_num:
                 x = x.reshape((x.shape[0], -1))
-            x = op.concrete_forward(x)
+            x = op.concrete_forward(x)  # type: ignore
         return x
 
     def set_forward_mode(self, mode: str) -> None:

art/estimators/certification/interval/pytorch.py

@@ -179,7 +179,7 @@ def concrete_forward(self, in_x: np.ndarray | "torch.Tensor") -> "torch.Tensor":
             if isinstance(op, PyTorchIntervalConv2D) and self.forward_mode == "attack":
                 x = op.conv_forward(x)
             else:
-                x = op.concrete_forward(x)
+                x = op.concrete_forward(x)  # type: ignore
         return x
 
     def set_forward_mode(self, mode: str) -> None:

requirements_test.txt

@@ -13,7 +13,7 @@ statsmodels==0.14.5
 pydub==0.25.1
 resampy==0.4.3
 ffmpeg-python==0.2.0
-cma==4.2.0
+cma==4.3.0
 pandas==2.3.1
 librosa==0.11.0
 numba~=0.59.1
@@ -29,15 +29,15 @@ tensorflow==2.18.1
 keras==3.10.0
 
 # PyTorch
-torch==2.7.1
-torchaudio==2.7.1
-torchvision==0.22.1
+torch==2.8.0
+torchaudio==2.8.0
+torchvision==0.23.0
 
 # PyTorch image transformers
-timm==1.0.16
+timm==1.0.19
 
 # YOLO dependencies
-ultralytics==8.3.162
+ultralytics==8.3.176
 
 catboost==1.2.8
 GPy==1.13.2
@@ -54,13 +54,13 @@ pytest~=8.4.1
 pytest-mock~=3.14.1
 pytest-cov~=6.2.1
 pylint==3.3.7
-mypy==1.16.1
+mypy==1.17.1
 pycodestyle==2.14.0
 black==25.1.0
-ruff==0.12.2
+ruff==0.12.7
 types-six==1.17.0.20250515
 types-PyYAML==6.0.12.20250516
-types-setuptools==80.9.0.20250529
+types-setuptools==80.9.0.20250801
 
 # other
 requests~=2.32.4