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torch20 (#90)
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* fix deleted method

* format

* format

* deprecated scipy

* add None check

* update Dataset

* add registers for collate

* minor formatting

* remove model tensor reshaping

* rename args

* network name changes

* name changes

* add keyword arg

* move normalization method

* update tests

* convert to tensors

* update README

* format

* format

* format

* format

* format

* use nn.

* format

* format

* format

* format

* format

* update loss

* fix dataset test

* move to modules

* pin changes

* stash

* run train session

* fix train data storage

* add enum

* change default transforms to None

* change time series start/end get method

* update script flow

* add tower

* add worker check

* implement

* start on predict data

* fix inference steps

* replace deprecated

* fix predict window

* cleanup

* set defaults

* comment

* comment

* changes

* add foj loss

* add foj loss

* fix dropout

* cleanup params

* cleanup transfer

* cleanup args

* fix deep supervision

* fix deep supervision

* need to update the spatial gpkg

* update dependencies

* add 0 check

* add multipolygon method

* add pool_first arg

* add pool_first arg

* add pool_first arg

* add pool_first arg

* add pool_first arg

* remove args

* script changes

* add optional StdConv

* add pyogrio

* replace gw polygon_to_array

* add CLI arg for unknown labels

* make read method

* update progress bars

* fix augmentations

* fix augmentations

* fix augmentation bdist

* add args

* add args

* transfer updates

* move methods

* move scale

* pass conv args

* move methods

* move data methods

* add module import

* modfy CLI defaults

* update create methods

* replace tqdm with rich

* add batch file store

* remove old code

* support weak supervision

* fix tests

* test mask-rcnn

* stash

* change conv args

* change conv args

* test zoom and support score masking

* modify tower unet

* change arg name

* cleanup unused and add order option

* cleanup unused and add order option

* change CLI

* update CLI args

* update test

* change module names

* stash

* stash

* add temp exception

* reconfigure resconv

* remove files

* modify transfer model

* fix mask scoring

* use transfer name

* separate spatial splits

* add missing method

* transfer loss

* all_touched=True

* add data methods

* add edge check

* add transfer arg

* finetune

* re-test params

* get utm zone from lat/lon

* change time scaler param

* pass activation param

* experimental final layers

* cleanuup refinee

* start/end

* enums

* enums

* topology loss

* cleanup

* test attention

* vit

* residual in residual

* attention

* remove CLI option

* predict start/end

* temp test

* libraries

* reconfigure augmentations

* random rng support

* simplify augmenter

* add data check for geometry collection

* augment probability handling

* force new spatial data for transfer model

* formatting

* test new loss

* move modules

* move modules

* move modules

* profiler

* module imports

* docs: update README (#75)

* feat: transfer ltae v2 (#76)

* update README

* remove import

* pass all_touched arg

* add lon/lat to data batch

* pass persistent workers arg

* 👕 formatting

* pass lon/lat coordinates

* cleanup loss

* rename network names

* remove ViT

* try/except import natten

* 👕 formatting

* pass all_touched from CLI

* add all_touched CLI arg

* fix: torch20 tests (#77)

* 🔨 modify CI workflow

* ⚡ remove install line

* ⚡ update augmentation test names

* 📝 update torch version in README

* 🔨 modify CI workflow

* 🔨 setup lib requirements

* update augmentation tests

* ⚡ update data tests

* ⚡ update data tests

* ⚡ better einops characters

* 👕 formatting

* ➕ raise minimum torchmetrics version

* 🎨 formatting

* fix: remove instances of torch_geometric (#78)

* fix: test batch save step (#80)

* docs: torch20 docs (#79)

* 📝 update README

* 📝 add sub-md

* 📝 add install line

* 📝 remove line

* 📝 better comments

* 📝 add README links

* fix: torch20 cleanup (#81)

* 🗑️ remove redundant method

* 🎨 formatting

* 🔥 py3 super() and remove unused methods

* ✅ add tests for transformer

* 🎨 formatting

* ✅ add tests for tower unet

* 🎨 formatting

* 🔥 remove FOJ

* 🔥 py3 super() and remove unused methods

* 🎨 formatting

* 🔥 py3 super() and remove unused methods

* fix: add fiona dependency (#82)

* fix: use cpu device (#83)

* 🐛 add supported attention

* 🐛 revert attention

* 🐛✅ attention tests

* 🙈 hide test for now

* fix: torch20 train test (#84)

* ✏️  change variable name

* 🎨 formatting

* ✅ test other weights

* 🙈 block train CLI test

* fix: torch20 network c (#85)

* 🔥 remove network c module

* 🎨 formatting

* torch20 transfer (#86)

* 🎨 formatting

* 🔥 remove gain from dask storage

* 🎨 formatting

* 🎨 formatting

* ⚡️ change CLI defaults

* ✨ new loss enum

* ⚡️ relative import

* ✅ update tests

* 🔒️ upgrade setuptools

* fix: torch20 ex (#87)

* ⚡️ sum weights

* ⚡️ move sum

* ✅ update loss tests

* 🎨 formatting

* ⚡️ use common method

* 🎨 formatting

* ➖ make kornia optional

* ➕ increase dependency versions

* ➖ cleanup imports

* fix: ➖ remove boundary loss (#88)

* ➖ remove topology loss

* 📝 add comments for prior change

* ⚡️ change default loss

* 🎨

* ⚡️ add CLI data-pattern; remove args

* 🎨

* 🔥 cleanup unused methods

* 📝 new relative imports

* ⚡️ change defaults

* 🎨

* 🎨

* ⚡️ import loss

* 🎨

* 🎨

* 🎨

* 🎨

* ✅ tests

* 🎨

* 🎨

* 📝 change var name

* 📝 change var name

* change to class

* ⚡️ predict callback return 3 bands

* 🔥 remove unused import

* 🎨

* ⚡️ relative loss imports

* ⚡️ update enums

* 🔥 remove arg in predict method

* 🔥 remove temporal transformer

* 🎨

* ⚡️ update main model network

* ⚡️ ensure grad

* 🎨

* 🎨

* 🎨

* 🔥 remove file

* ✨ new relative import

* 🔥 remove imports

* 🎨

* 🔥 remove file

* ⚡️ tests

* ⚡️ scripts

* 🔥 remove keyword arg

* ⚡️ add keywrod arg

* ⚡️ comment

* 🎨

* 🎨

* 🎨

* 🎨

* 🔥 remove code

* 🎨

* 🔥 remove imports

* 🚑️ comment

* 🎨

* 🔥 remove unused modules

* 🎨

* 🎨

* 🐛 change default classes

* 🔥 remove arg

* 📝

* ⚡️ imports

* 🐛 better check

* ⚡️ change default values

* ⚡️ rearrange convolutions

* 🎨

* ⚡️ simplify pre

* 🔥 remove unused losses

* 🔥 remove unused module

* 📝 static version

---------

Co-authored-by: Ubuntu <[email protected]>
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jgrss and Ubuntu authored Sep 23, 2024
1 parent e18e52e commit b51ca73
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82 changes: 16 additions & 66 deletions .github/workflows/ci.yml
Original file line number Diff line number Diff line change
Expand Up @@ -11,17 +11,16 @@ on:
jobs:
Tests:
runs-on: ubuntu-latest
strategy:
matrix:
python-version: ["3.9", "3.10"]
steps:
- uses: actions/checkout@v2
- uses: actions/setup-python@v2
- uses: actions/checkout@v3
- name: Setup Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: 3.8.12
- uses: syphar/restore-virtualenv@v1
id: cnetenv
with:
requirement_files: setup.cfg
- uses: syphar/restore-pip-download-cache@v1
if: steps.cnetenv.outputs.cache-hit != 'true'
python-version: ${{ matrix.python-version }}
cache: pip # caching pip dependencies based on changes to pyproject.toml
- name: Install GDAL binaries
run: |
# Temporary? dpkg fix: https://askubuntu.com/questions/1276111/error-upgrading-grub-efi-amd64-signed-special-device-old-ssd-does-not-exist
Expand All @@ -39,19 +38,19 @@ jobs:
- name: Install Python packages
run: |
# Install Python GDAL
pip install -U pip setuptools wheel
pip install -U Cython "numpy<=1.21.0"
pip install -U pip
pip install -U setuptools wheel
pip install -U numpy==1.24.4
pip install setuptools==57.5.0
GDAL_VERSION=$(gdal-config --version | awk -F'[.]' '{print $1"."$2"."$3}')
pip install GDAL==$GDAL_VERSION --no-binary=gdal
- name: Install PyTorch
run: |
TORCH_CPU="https://download.pytorch.org/whl/cpu"
TORCH_VERSION="1.13.0"
pip install --upgrade --no-cache-dir setuptools>=0.59.5
pip install torch==${TORCH_VERSION} torchvision torchaudio --extra-index-url $TORCH_CPU
PYG_TORCH_CPU="https://data.pyg.org/whl/torch-${TORCH_VERSION}+cpu.html"
pip install torch-scatter torch-sparse torch-cluster torch-spline-conv torch-geometric -f $PYG_TORCH_CPU
if: steps.cnetenv.outputs.cache-hit != 'true'
TORCH_VERSION="2.2.2"
pip install -U --no-cache-dir setuptools>=65.5.1
pip install torch==${TORCH_VERSION} torchvision==0.17.2 torchaudio==${TORCH_VERSION} --extra-index-url $TORCH_CPU
pip install natten==0.17.1+torch220cpu -f https://shi-labs.com/natten/wheels
- name: Install cultionet
run: |
pip install .
Expand All @@ -60,52 +59,3 @@ jobs:
pip install pytest
cd tests/
python -m pytest
# Version:
# needs: Tests
# if: github.event_name == 'push' && github.ref == 'refs/heads/main' && !contains(github.event.head_commit.message, 'chore(release):')
# runs-on: ubuntu-latest
# concurrency: release
# steps:
# - uses: actions/checkout@v2
# with:
# fetch-depth: 0
# token: ${{ secrets.CULTIONET_TOKEN }}
# - uses: actions/setup-python@v2
# with:
# python-version: 3.8.12
# - name: Python Semantic Release
# run: |
# python -m pip install python-semantic-release
# # Add credentials
# git config user.name "github-actions"
# git config user.email "[email protected]"
# # Bump cultionet version
# semantic-release publish
# env:
# GH_TOKEN: ${{ secrets.CULTIONET_TOKEN }}

# # https://github.com/fnkr/github-action-ghr
# Release:
# needs: Version
# if: github.event_name == 'push' && github.ref == 'refs/heads/main' && !contains(github.event.head_commit.message, 'chore(release):')
# name: Upload release
# runs-on: ubuntu-latest
# steps:
# - uses: actions/checkout@v2
# - uses: actions/setup-python@v2
# with:
# python-version: 3.8.12
# - uses: syphar/restore-virtualenv@v1
# id: cnetenv
# with:
# requirement_files: setup.cfg
# - uses: syphar/restore-pip-download-cache@v1
# if: steps.cnetenv.outputs.cache-hit != 'true'
# - name: Checkout
# uses: fnkr/github-action-ghr@v1
# if: startsWith(github.ref, 'refs/tags/')
# env:
# GHR_PATH: .
# GHR_COMPRESS: gz
# GITHUB_TOKEN: ${{ secrets.CULTIONET_TOKEN }}
10 changes: 10 additions & 0 deletions .pre-commit-config.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -3,12 +3,14 @@ repos:
rev: 22.3.0
hooks:
- id: black
exclude: src/cultionet/utils/stats.py
language_version: python3
args: [--skip-string-normalization]
- repo: https://github.com/myint/docformatter
rev: v1.4
hooks:
- id: docformatter
exclude: src/cultionet/utils/stats.py
args: [
--in-place,
--wrap-summaries,
Expand All @@ -20,3 +22,11 @@ repos:
rev: 6.0.0
hooks:
- id: flake8
exclude: src/cultionet/utils/stats.py
- repo: https://github.com/pycqa/isort
rev: 5.11.5
hooks:
- id: isort
exclude: src/cultionet/utils/stats.py
name: isort (python)
args: [--settings-path=pyproject.toml]
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