Compat refresh for modern PyTorch/Python + multi-task batch_size=1 fixes

.github/ISSUE_TEMPLATE/bug_report.md

@@ -18,9 +18,9 @@ Steps to reproduce the behavior:
 4. See error
 
 **Operating environment(运行环境):**
- - python version [e.g. 3.6, 3.7]
- - torch version [e.g. 1.9.0, 1.10.0]
- - deepctr-torch version [e.g. 0.2.9,]
+ - python version [e.g. 3.10]
+ - pytorch/torch version [e.g. 2.5.1]
+ - deepctr-torch version [e.g. 0.3.0,]
 
 **Additional context**
 Add any other context about the problem here.

.github/ISSUE_TEMPLATE/question.md

@@ -15,6 +15,6 @@ A clear and concise description of what the question is.
 Add any other context about the problem here.
 
 **Operating environment(运行环境):**
- - python version [e.g. 3.6]
- - torch version [e.g. 1.10.0,]
- - deepctr-torch version [e.g. 0.2.9,]
+ - python version [e.g. 3.10]
+ - pytorch/torch version [e.g. 2.5.1]
+ - deepctr-torch version [e.g. 0.3.0,]

.github/workflows/ci.yml

@@ -1,90 +1,87 @@
 name: CI
 
-on: 
+on:
   push:
-    path:
-      - 'deepctr_torch/*'
-      - 'tests/*'
+    paths:
+      - "deepctr_torch/**"
+      - "tests/**"
+      - "examples/**"
+      - "setup.py"
+      - ".github/workflows/**"
   pull_request:
-    path:
-      - 'deepctr_torch/*'
-      - 'tests/*'
-
+    paths:
+      - "deepctr_torch/**"
+      - "tests/**"
+      - "examples/**"
+      - "setup.py"
+      - ".github/workflows/**"
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.head_ref || github.ref_name }}
+  cancel-in-progress: true
+
 jobs:
   build:
-
-    runs-on: ubuntu-latest
-    timeout-minutes: 120
+    runs-on: ubuntu-22.04
+    timeout-minutes: 180
     strategy:
+      fail-fast: false
       matrix:
-        python-version: [3.6,3.7,3.8,3.9,3.10.7]
-        torch-version: [1.2.0,1.3.0,1.4.0,1.5.0,1.6.0,1.7.1,1.8.1,1.9.0,1.10.2,1.11.0,1.12.1]
-
-        exclude:
-          - python-version: 3.6
-            torch-version: 1.11.0
-          - python-version: 3.6
-            torch-version: 1.12.1
-          - python-version: 3.8
-            torch-version: 1.2.0
-          - python-version: 3.8
-            torch-version: 1.3.0
-          - python-version: 3.9
-            torch-version: 1.2.0
-          - python-version: 3.9
-            torch-version: 1.3.0
-          - python-version: 3.9
-            torch-version: 1.4.0
-          - python-version: 3.9
-            torch-version: 1.5.0
-          - python-version: 3.9
-            torch-version: 1.6.0
-          - python-version: 3.9
-            torch-version: 1.7.1
-          - python-version: 3.10.7
-            torch-version: 1.2.0
-          - python-version: 3.10.7
-            torch-version: 1.3.0
-          - python-version: 3.10.7
-            torch-version: 1.4.0
-          - python-version: 3.10.7
-            torch-version: 1.5.0
-          - python-version: 3.10.7
-            torch-version: 1.6.0
-          - python-version: 3.10.7
-            torch-version: 1.7.1
-          - python-version: 3.10.7
-            torch-version: 1.8.1
-          - python-version: 3.10.7
-            torch-version: 1.9.0
-          - python-version: 3.10.7
-            torch-version: 1.10.2
+        include:
+          # Python 3.7 cannot install torch 2.4/2.5 wheels from official index.
+          # Keep a legacy torch smoke job to guarantee 3.7 runtime compatibility.
+          - python-version: "3.7"
+            torch-version: "1.13.1"
+          - python-version: "3.8"
+            torch-version: "2.4.1"
+          - python-version: "3.9"
+            torch-version: "2.4.1"
+          - python-version: "3.9"
+            torch-version: "2.5.1"
+          - python-version: "3.10"
+            torch-version: "2.4.1"
+          - python-version: "3.10"
+            torch-version: "2.5.1"
+            run-examples: "1"
+          - python-version: "3.11"
+            torch-version: "2.4.1"
+          - python-version: "3.11"
+            torch-version: "2.5.1"
+          - python-version: "3.12"
+            torch-version: "2.4.1"
+          - python-version: "3.12"
+            torch-version: "2.5.1"
+
+    env:
+      TORCH_VERSION: ${{ matrix.torch-version }}
+      TORCH_INDEX_URL: https://download.pytorch.org/whl/cpu
+      RUN_EXAMPLES: ${{ matrix.run-examples || '0' }}
+
     steps:
-
-    - uses: actions/checkout@v3
-
-    - name: Setup python environment
-      uses: actions/setup-python@v4
-      with:
-        python-version: ${{ matrix.python-version }}
+      - uses: actions/checkout@v5
+
+      - name: Setup python environment
+        uses: actions/setup-python@v6
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install dependencies
+        run: bash tests/ci/install.sh
+
+      - name: Test with pytest
+        timeout-minutes: 180
+        run: bash tests/ci/test.sh
+
+      - name: Run examples smoke tests
+        if: ${{ env.RUN_EXAMPLES == '1' }}
+        timeout-minutes: 60
+        run: bash tests/ci/examples.sh
 
-    - name: Install dependencies
-      run: |
-        pip3 install -q torch==${{ matrix.torch-version }}
-        pip install -q requests
-        pip install -e .
-    - name: Test with pytest
-      timeout-minutes: 120
-      run: |
-        pip install -q pytest
-        pip install -q pytest-cov
-        pip install -q python-coveralls
-        pip install -q sklearn
-        pytest --cov=deepctr_torch --cov-report=xml
-    - name: Upload coverage to Codecov  
-      uses: codecov/codecov-action@v3.1.0
-      with:
-        token: ${{secrets.CODECOV_TOKEN}}
-        file: ./coverage.xml
-        flags: pytest
-        name: py${{ matrix.python-version }}-torch${{ matrix.torch-version }}
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v6
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
+          files: ./coverage.xml
+          flags: pytest
+          name: py${{ matrix.python-version }}-torch${{ matrix.torch-version }}

.readthedocs.yaml

@@ -0,0 +1,15 @@
+version: 2
+
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "3.11"
+
+sphinx:
+  configuration: docs/source/conf.py
+
+python:
+  install:
+    - requirements: docs/requirements.readthedocs.txt
+
+formats: []

deepctr_torch/__init__.py

@@ -2,5 +2,5 @@
 from . import models
 from .utils import check_version
 
-__version__ = '0.2.9'
-check_version(__version__)
+__version__ = '0.3.0'
+check_version(__version__)