Update docutils requirement from <0.18 to <0.22 #109
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
name: references | |
on: | |
push: | |
branches: main | |
pull_request: | |
branches: main | |
jobs: | |
train-char-classification: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
fail-fast: false | |
matrix: | |
os: [ubuntu-latest] | |
python: [3.8] | |
framework: [tensorflow, pytorch] | |
steps: | |
- uses: actions/checkout@v2 | |
- name: Set up Python | |
uses: actions/setup-python@v2 | |
with: | |
python-version: ${{ matrix.python }} | |
architecture: x64 | |
- if: matrix.framework == 'tensorflow' | |
name: Cache python modules (TF) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements.txt') }}-${{ hashFiles('references/requirements.txt') }} | |
restore-keys: | | |
${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements.txt') }}- | |
- if: matrix.framework == 'pytorch' | |
name: Cache python modules (PT) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements-pt.txt') }}-${{ hashFiles('references/requirements.txt') }} | |
restore-keys: | | |
${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements-pt.txt') }}- | |
- if: matrix.framework == 'tensorflow' | |
name: Install dependencies (TF) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[tf] --upgrade | |
pip install -r references/requirements.txt | |
sudo apt-get update && sudo apt-get install fonts-freefont-ttf -y | |
- if: matrix.framework == 'pytorch' | |
name: Install dependencies (PT) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[torch] --upgrade | |
pip install -r references/requirements.txt | |
sudo apt-get update && sudo apt-get install fonts-freefont-ttf -y | |
- if: matrix.framework == 'tensorflow' | |
name: Train for a short epoch (TF) | |
run: python references/classification/train_tensorflow.py mobilenet_v3_small -b 32 --val-samples 1 --train-samples 1 --epochs 1 | |
- if: matrix.framework == 'pytorch' | |
name: Train for a short epoch (PT) | |
run: python references/classification/train_pytorch.py mobilenet_v3_small -b 32 --val-samples 1 --train-samples 1 --epochs 1 | |
train-text-recognition: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
fail-fast: false | |
matrix: | |
os: [ubuntu-latest] | |
python: [3.8] | |
framework: [tensorflow, pytorch] | |
steps: | |
- uses: actions/checkout@v2 | |
- name: Set up Python | |
uses: actions/setup-python@v1 | |
with: | |
python-version: ${{ matrix.python }} | |
architecture: x64 | |
- if: matrix.framework == 'tensorflow' | |
name: Cache python modules (TF) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements.txt') }}-${{ hashFiles('references/requirements.txt') }} | |
restore-keys: | | |
${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements.txt') }}- | |
- if: matrix.framework == 'pytorch' | |
name: Cache python modules (PT) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements-pt.txt') }}-${{ hashFiles('references/requirements.txt') }} | |
restore-keys: | | |
${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements-pt.txt') }}- | |
- if: matrix.framework == 'tensorflow' | |
name: Install dependencies (TF) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[tf] --upgrade | |
pip install -r references/requirements.txt | |
- if: matrix.framework == 'pytorch' | |
name: Install dependencies (PT) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[torch] --upgrade | |
pip install -r references/requirements.txt | |
- name: Download and extract toy set | |
run: | | |
wget https://github.com/mindee/doctr/releases/download/v0.3.1/toy_recogition_set-036a4d80.zip | |
sudo apt-get update && sudo apt-get install unzip -y | |
unzip toy_recogition_set-036a4d80.zip -d reco_set | |
- if: matrix.framework == 'tensorflow' | |
name: Train for a short epoch (TF) | |
run: python references/recognition/train_tensorflow.py crnn_vgg16_bn --train_path ./reco_set --val_path ./reco_set -b 4 --epochs 1 | |
- if: matrix.framework == 'pytorch' | |
name: Train for a short epoch (PT) | |
run: python references/recognition/train_pytorch.py crnn_mobilenet_v3_small --train_path ./reco_set --val_path ./reco_set -b 4 --epochs 1 | |
evaluate-text-recognition: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
fail-fast: false | |
matrix: | |
os: [ubuntu-latest] | |
python: [3.8] | |
framework: [tensorflow, pytorch] | |
steps: | |
- uses: actions/checkout@v2 | |
- name: Set up Python | |
uses: actions/setup-python@v1 | |
with: | |
python-version: ${{ matrix.python }} | |
architecture: x64 | |
- if: matrix.framework == 'tensorflow' | |
name: Cache python modules (TF) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements.txt') }} | |
- if: matrix.framework == 'pytorch' | |
name: Cache python modules (PT) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements-pt.txt') }} | |
- if: matrix.framework == 'tensorflow' | |
name: Install dependencies (TF) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[tf] --upgrade | |
- if: matrix.framework == 'pytorch' | |
name: Install dependencies (PT) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[torch] --upgrade | |
- if: matrix.framework == 'tensorflow' | |
name: Evaluate text recognition (TF) | |
run: python references/recognition/evaluate_tensorflow.py crnn_mobilenet_v3_small --dataset IIIT5K -b 32 | |
- if: matrix.framework == 'pytorch' | |
name: Evaluate text recognition (PT) | |
run: python references/recognition/evaluate_pytorch.py crnn_mobilenet_v3_small --dataset IIIT5K -b 32 | |
latency-text-recognition: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
fail-fast: false | |
matrix: | |
os: [ubuntu-latest] | |
python: [3.8] | |
framework: [tensorflow, pytorch] | |
steps: | |
- uses: actions/checkout@v2 | |
- name: Set up Python | |
uses: actions/setup-python@v1 | |
with: | |
python-version: ${{ matrix.python }} | |
architecture: x64 | |
- if: matrix.framework == 'tensorflow' | |
name: Cache python modules (TF) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements.txt') }} | |
- if: matrix.framework == 'pytorch' | |
name: Cache python modules (PT) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements-pt.txt') }} | |
- if: matrix.framework == 'tensorflow' | |
name: Install dependencies (TF) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[tf] --upgrade | |
- if: matrix.framework == 'pytorch' | |
name: Install dependencies (PT) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[torch] --upgrade | |
- if: matrix.framework == 'tensorflow' | |
name: Benchmark latency (TF) | |
run: python references/recognition/latency_tensorflow.py crnn_vgg16_bn --it 5 | |
- if: matrix.framework == 'pytorch' | |
name: Benchmark latency (PT) | |
run: python references/recognition/latency_pytorch.py crnn_mobilenet_v3_small --it 5 | |
train-text-detection: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
fail-fast: false | |
matrix: | |
os: [ubuntu-latest] | |
python: [3.8] | |
framework: [tensorflow, pytorch] | |
steps: | |
- uses: actions/checkout@v2 | |
- name: Set up Python | |
uses: actions/setup-python@v1 | |
with: | |
python-version: ${{ matrix.python }} | |
architecture: x64 | |
- if: matrix.framework == 'tensorflow' | |
name: Cache python modules (TF) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements.txt') }}-${{ hashFiles('references/requirements.txt') }} | |
restore-keys: | | |
${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements.txt') }}- | |
- if: matrix.framework == 'pytorch' | |
name: Cache python modules (PT) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements-pt.txt') }}-${{ hashFiles('references/requirements.txt') }} | |
restore-keys: | | |
${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements-pt.txt') }}- | |
- if: matrix.framework == 'tensorflow' | |
name: Install dependencies (TF) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[tf] --upgrade | |
pip install -r references/requirements.txt | |
- if: matrix.framework == 'pytorch' | |
name: Install dependencies (PT) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[torch] --upgrade | |
pip install -r references/requirements.txt | |
- name: Download and extract toy set | |
run: | | |
wget https://github.com/mindee/doctr/releases/download/v0.3.1/toy_detection_set-bbbb4243.zip | |
sudo apt-get update && sudo apt-get install unzip -y | |
unzip toy_detection_set-bbbb4243.zip -d det_set | |
- if: matrix.framework == 'tensorflow' | |
name: Train for a short epoch (TF) | |
run: python references/detection/train_tensorflow.py ./det_set ./det_set db_resnet50 -b 2 --epochs 1 | |
- if: matrix.framework == 'pytorch' | |
name: Train for a short epoch (PT) | |
run: python references/detection/train_pytorch.py ./det_set ./det_set db_mobilenet_v3_large -b 2 --epochs 1 | |
evaluate-text-detection: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
fail-fast: false | |
matrix: | |
os: [ubuntu-latest] | |
python: [3.8] | |
framework: [tensorflow, pytorch] | |
steps: | |
- uses: actions/checkout@v2 | |
- name: Set up Python | |
uses: actions/setup-python@v1 | |
with: | |
python-version: ${{ matrix.python }} | |
architecture: x64 | |
- if: matrix.framework == 'tensorflow' | |
name: Cache python modules (TF) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements.txt') }} | |
- if: matrix.framework == 'pytorch' | |
name: Cache python modules (PT) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements-pt.txt') }} | |
- if: matrix.framework == 'tensorflow' | |
name: Install dependencies (TF) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[tf] --upgrade | |
- if: matrix.framework == 'pytorch' | |
name: Install dependencies (PT) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[torch] --upgrade | |
- if: matrix.framework == 'tensorflow' | |
name: Evaluate text detection (TF) | |
run: python references/detection/evaluate_tensorflow.py db_mobilenet_v3_large | |
- if: matrix.framework == 'pytorch' | |
name: Evaluate text detection (PT) | |
run: python references/detection/evaluate_pytorch.py db_mobilenet_v3_large | |
latency-text-detection: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
fail-fast: false | |
matrix: | |
os: [ubuntu-latest] | |
python: [3.8] | |
framework: [tensorflow, pytorch] | |
steps: | |
- uses: actions/checkout@v2 | |
- name: Set up Python | |
uses: actions/setup-python@v1 | |
with: | |
python-version: ${{ matrix.python }} | |
architecture: x64 | |
- if: matrix.framework == 'tensorflow' | |
name: Cache python modules (TF) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements.txt') }} | |
- if: matrix.framework == 'pytorch' | |
name: Cache python modules (PT) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements-pt.txt') }} | |
- if: matrix.framework == 'tensorflow' | |
name: Install dependencies (TF) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[tf] --upgrade | |
- if: matrix.framework == 'pytorch' | |
name: Install dependencies (PT) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[torch] --upgrade | |
- if: matrix.framework == 'tensorflow' | |
name: Benchmark latency (TF) | |
run: python references/detection/latency_tensorflow.py linknet_resnet18 --it 5 --size 512 | |
- if: matrix.framework == 'pytorch' | |
name: Benchmark latency (PT) | |
run: python references/detection/latency_pytorch.py linknet_resnet18 --it 5 --size 512 | |
latency-object-detection: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
fail-fast: false | |
matrix: | |
os: [ubuntu-latest] | |
python: [3.8] | |
framework: [pytorch] | |
steps: | |
- uses: actions/checkout@v2 | |
- name: Set up Python | |
uses: actions/setup-python@v1 | |
with: | |
python-version: ${{ matrix.python }} | |
architecture: x64 | |
- if: matrix.framework == 'tensorflow' | |
name: Cache python modules (TF) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements.txt') }} | |
- if: matrix.framework == 'pytorch' | |
name: Cache python modules (PT) | |
uses: actions/cache@v2 | |
with: | |
path: ~/.cache/pip | |
key: ${{ runner.os }}-pkg-deps-${{ matrix.python }}-${{ hashFiles('requirements-pt.txt') }} | |
- if: matrix.framework == 'tensorflow' | |
name: Install dependencies (TF) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[tf] --upgrade | |
- if: matrix.framework == 'pytorch' | |
name: Install dependencies (PT) | |
run: | | |
python -m pip install --upgrade pip | |
pip install -e .[torch] --upgrade | |
- if: matrix.framework == 'pytorch' | |
name: Benchmark latency (PT) | |
run: python references/obj_detection/latency_pytorch.py fasterrcnn_mobilenet_v3_large_fpn --it 5 --size 512 |