Merge branch 'main' into dev_1.11.1

Author: beat-buesser

.github/workflows/ci-legacy.yml

@@ -26,14 +26,14 @@ jobs:
       matrix:
         module: [attacks_1, attacks_2, estimators, defences, metrics, art]
         include:
-          - name: legacy (TensorFlow 2.6.0 Keras 2.6.0 PyTorch 1.12.0 scikit-learn 1.0.2 Python 3.9)
+          - name: legacy (TensorFlow 2.6.0 Keras 2.6.0 PyTorch 1.12.1 scikit-learn 1.0.2 Python 3.9)
             framework: legacy
             python: 3.9
             tensorflow: 2.6.0
             keras: 2.6.0
-            torch: 1.12.0+cpu
-            torchvision: 0.13.0+cpu
-            torchaudio: 0.12.0+cpu
+            torch: 1.12.1+cpu
+            torchvision: 0.13.1+cpu
+            torchaudio: 0.12.1+cpu
             scikit-learn: 1.0.2
 
     name: Run ${{ matrix.module }} ${{ matrix.name }} Tests

.github/workflows/ci-pytorch-object-detectors.yml

@@ -40,9 +40,9 @@ jobs:
           pip list
       - name: Pre-install torch
         run: |
-          pip install torch==1.12.0+cpu -f https://download.pytorch.org/whl/cpu/torch_stable.html
-          pip install torchvision==0.13.0+cpu -f https://download.pytorch.org/whl/cpu/torch_stable.html
-          pip install torchaudio==0.12.0+cpu -f https://download.pytorch.org/whl/cpu/torch_stable.html
+          pip install torch==1.12.1+cpu -f https://download.pytorch.org/whl/cpu/torch_stable.html
+          pip install torchvision==0.13.1+cpu -f https://download.pytorch.org/whl/cpu/torch_stable.html
+          pip install torchaudio==0.12.1+cpu -f https://download.pytorch.org/whl/cpu/torch_stable.html
       - name: Run Test Action - test_pytorch_object_detector
         run: pytest --cov-report=xml --cov=art --cov-append -q -vv tests/estimators/object_detection/test_pytorch_object_detector.py --framework=pytorch --durations=0
       - name: Run Test Action - test_pytorch_faster_rcnn

.github/workflows/ci-pytorch.yml

@@ -37,12 +37,12 @@ jobs:
             torch: 1.11.0+cpu
             torchvision: 0.12.0+cpu
             torchaudio: 0.11.0
-          - name: PyTorch 1.12.0 (Python 3.8)
+          - name: PyTorch 1.12.1 (Python 3.8)
             framework: pytorch
             python: 3.8
-            torch: 1.12.0+cpu
-            torchvision: 0.13.0+cpu
-            torchaudio: 0.12.0
+            torch: 1.11.0+cpu
+            torchvision: 0.13.1+cpu
+            torchaudio: 0.12.1
 
     name: ${{ matrix.name }}
     steps:

examples/get_started_tensorflow.py

@@ -7,6 +7,8 @@
 import tensorflow.compat.v1 as tf
 import numpy as np
 
+tf.compat.v1.disable_eager_execution()  # Added to prevent Tensorflow execution error
+
 from art.attacks.evasion import FastGradientMethod
 from art.estimators.classification import TensorFlowClassifier
 from art.utils import load_mnist

requirements_test.txt

@@ -1,18 +1,18 @@
 # base
 
-numpy>=1.18.5,<=1.22
+numpy>=1.18.5,<1.24
 scipy==1.8.1
-matplotlib==3.5.2
+matplotlib==3.5.3
 scikit-learn>=0.22.2,<1.2.0
 six==1.16.0
 Pillow==9.2.0
 tqdm==4.64.0
 statsmodels==0.13.2
 pydub==0.25.1
-resampy==0.3.1
+resampy==0.4.0
 ffmpeg-python==0.2.0
 cma==3.2.2
-pandas==1.4.3
+pandas==1.4.4
 librosa==0.9.2
 numba~=0.56.0
 opencv-python
@@ -30,19 +30,19 @@ mxnet-native==1.8.0.post0
 
 # PyTorch
 --find-links https://download.pytorch.org/whl/cpu/torch_stable.html
-torch==1.12.0
-torchaudio==0.12.0+cpu
-torchvision==0.13.0+cpu
+torch==1.12.1
+torchaudio==0.12.1+cpu
+torchvision==0.13.1+cpu
 
 catboost==1.0.6
 GPy==1.10.0
 lightgbm==3.3.2
-xgboost==1.6.1
+xgboost==1.6.2
 
-kornia~=0.6.6
+kornia~=0.6.7
 tensorboardX==2.5.1
 lief==0.12.1
-jax[cpu]==0.3.15
+jax[cpu]==0.3.17
 
 # Lingvo ASR dependencies
 # supported versions: (lingvo==0.6.4 with tensorflow-gpu==2.1.0)
@@ -51,7 +51,7 @@ jax[cpu]==0.3.15
 # lingvo==0.6.4
 
 # other
-pytest~=7.1.2
+pytest~=7.1.3
 pytest-flake8~=1.1.1
 flake8~=4.0.1
 pytest-mock~=3.8.2