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Negate the loss so optimizing it increases the loss #798

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Negate the loss so optimizing it increases the loss

Negate the loss so optimizing it increases the loss #798

Workflow file for this run

.github/workflows/ci.yml at 062e285
---
name: 🚧 Build & Test
on:
workflow_dispatch:
push:
pull_request:
branches:
- master
schedule:
# run this every day at 7:20am UTC
- cron: '20 7 * * *'
jobs:
code-linting:
name: 🧹 Code Linting
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Setup Python
uses: actions/setup-python@v5
with:
python-version: 3.8
- name: Install pre-commit
run: pip3 install pre-commit taskipy
- name: Lint
run: task lint
unit-tests:
name: 🧪 Unit Tests
runs-on: ubuntu-latest
needs: code-linting
strategy:
fail-fast: false
matrix:
python-version: ["3.8", "3.9", "3.10", "3.11"]
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Setup Python
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- name: Install
run: |
pip3 install --no-compile .
pip3 install --no-compile ./library[extras]
pip3 install --no-compile ./matrix
- name: Test
run: task test
integration-tests:
name: 🧪 Integration Tests - ${{ matrix.test.name }}
runs-on: ubuntu-latest
needs: code-linting
strategy:
fail-fast: false
matrix:
test:
- name: Image Classification Food-101 HuggingFace
dir: examples/src/armory/examples/image_classification
script: python food101.py --batch-size 2 --num-batches 1 --export-every-n-batches 1 --dataset huggingface
- name: Image Classification Food-101 TorchVision
dir: examples/src/armory/examples/image_classification
script: python food101.py --batch-size 2 --num-batches 1 --export-every-n-batches 1 --dataset torchvision
- name: Object Detection License Plates YOLOS
dir: examples/src/armory/examples/object_detection
script: python license_plates_yolos.py --batch-size 1 --num-batches 1 --export-every-n-batches 1
- name: Object Detection License Plates YOLOv5
dir: examples/src/armory/examples/object_detection
script: python license_plates_yolov5.py --batch-size 2 --num-batches 1 --export-every-n-batches 1
- name: Tutorial Notebook
dir: examples/notebooks
script: papermill armory_evaluation_walkthrough.ipynb ./out.ipynb -p batch_size 2 -p num_batches 1
- name: Image Classification Food-101 Notebook
dir: examples/notebooks
script: papermill image_classification_food101.ipynb ./out.ipynb -p batch_size 2 -p num_batches 1
- name: Object Detection License Plates Notebook
dir: examples/notebooks
script: papermill object_detection_license_plates.ipynb ./out.ipynb -p batch_size 2 -p num_batches 1
python-version: ["3.8"]
steps:
- name: Remove unnecessary files
run: |
sudo rm -rf /usr/share/dotnet
sudo rm -rf "$AGENT_TOOLSDIRECTORY"
- name: Checkout
uses: actions/checkout@v4
- name: Setup Python
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- name: Install
run: |
pip3 install --no-compile ./library
pip3 install --no-compile ./matrix
pip3 install --no-compile ./examples[all]
pip3 install ipykernel papermill
- name: Test
run: cd ${{ matrix.test.dir }} && ${{ matrix.test.script }}
generate-docs:
name: 📖 Generate Docs
runs-on: ubuntu-latest
needs:
- unit-tests
- integration-tests
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Setup Python
uses: actions/setup-python@v5
with:
python-version: 3.8
- name: Install tools
run: pip install mkdocs mkdocstrings-python mkdocs-exclude mkdocs-material taskipy
- name: Generate
run: task docs
- name: Upload Docs
uses: actions/upload-artifact@v4
with:
name: armory-library-docs
path: public
retention-days: 1
build:
name: 🔨 Build - ${{ matrix.package }}
runs-on: ubuntu-latest
needs:
- unit-tests
- integration-tests
strategy:
fail-fast: false
matrix:
package:
- library
- matrix
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Setup Python
uses: actions/setup-python@v5
with:
python-version: 3.8
- name: Install
run: |
pip install pip>=23
pip install hatch
- name: Build Wheel
run: cd ${{ matrix.package }} && hatch build --clean --target wheel
- name: Upload Wheel
uses: actions/upload-artifact@v4
with:
name: armory-${{ matrix.package }}-wheel
path: ${{ matrix.package }}/dist/*.whl
retention-days: 7