chores: test more versions of python and update the versions of dependencies

Author: fracape

.github/workflows/pytest.yml

@@ -21,7 +21,7 @@ jobs:
         python-version: ${{ matrix.python-version }}
 
     - name: Install the project
-      run: uv sync --locked --all-extras --dev
+      run: uv sync --reinstall --locked --all-extras --dev
 
     - name: Run unit tests
       run: uv run pytest -m "not slow" --cov=compressai -s tests/

.gitlab-ci.yml

@@ -43,7 +43,7 @@ uv-install:
     - docker
 
 wheel:
-  image: python:$PYTHON_VERSION-buster
+  image: python:$PYTHON_VERSION
   stage: build
   before_script:
     # - export UV_PYTHON="$PYTHON_VERSION"
@@ -56,7 +56,7 @@ wheel:
     expire_in: 1 day
   parallel:
     matrix:
-      - PYTHON_VERSION: ['3.8', '3.9', '3.10']
+      - PYTHON_VERSION: ['3.8', '3.9', '3.10', '3.11', '3.12']
   tags:
     - docker
 
@@ -117,6 +117,10 @@ test:
         CUDA_VERSION_NAME=cu118
         TORCH_VERSION=2.2.0+cu118
         TORCHVISION_VERSION=0.17.0+cu118
+      elif [ "$PYTORCH_IMAGE" == "2.7.1-cuda12.8-cudnn9-devel" ]; then
+        CUDA_VERSION_NAME=cu128
+        TORCH_VERSION=2.7.1+cu128
+        TORCHVISION_VERSION=0.22.0+cu128
       fi
     - |
       cat <<EOF >> pyproject.toml.delta

pyproject.toml

@@ -3,7 +3,7 @@ requires = [
   "setuptools>=68",
   "wheel",
   "pybind11>=2.6.0",
-  "tomli; python_version < '3.11'",
+  "tomli; python_version < '3.14'",
 ]
 build-backend = "setuptools.build_meta"
 
@@ -15,7 +15,7 @@ authors = [
     { name = "InterDigital AI Lab", email = "[email protected]" },
 ]
 readme = "Readme.md"
-requires-python = ">=3.8"
+requires-python = ">=3.8,<14"
 urls = { Homepage = "https://github.com/InterDigitalInc/CompressAI" }
 classifiers = [
   "Development Status :: 3 - Alpha",
@@ -31,16 +31,19 @@ classifiers = [
 dependencies = [
   "einops",
   "matplotlib",
-  "numpy>=1.21.0,<2.0",
-  "pandas",
-  "pybind11>=2.6.0", # For --no-build-isolation.
+  "numpy >= 1.24.4",
+  "Pandas >= 2.0.3; python_version < '3.9'",
+  "Pandas >= 2.3.2; python_version >= '3.9'",
+  "pybind11>=2.6.0; python_version < '3.10'", # For --no-build-isolation.
+  "pybind11>=2.12.0; python_version >= '3.10'", # For --no-build-isolation.
   "pytorch-msssim",
   "scipy",
   "setuptools>=68", # For --no-build-isolation.
   "tomli>=2.2.1",
   "torch-geometric>=2.3.0",
   "torch>=1.13.1",
-  "torchvision",
+  "torchvision>=0.14.1,<0.20; python_version < '3.9'",
+  "torchvision>=0.17.0; python_version >= '3.9'",
   "tqdm",
   "typing-extensions>=4.0.0",
   "wheel>=0.32.0", # For --no-build-isolation.
@@ -115,7 +118,7 @@ exclude = ["tests"]
 
 [tool.black]
 line-length = 88
-target-version = ['py38', 'py39', 'py310']
+target-version = ['py38', 'py39', 'py310', 'py311', 'py312']
 include = '\.pyi?$'
 exclude = '''
 /(