Lyken17
diff --git a/.github/workflows/check_timing.sh b/.github/workflows/check_timing.sh
diff --git a/.github/workflows/date_extraction.py b/.github/workflows/date_extraction.py
diff --git a/.github/workflows/format.yml b/.github/workflows/format.yml
@@ -0,0 +1,29 @@
+# Ultralytics 🚀 AGPL-3.0 License - https://ultralytics.com/license
+
+# Ultralytics Actions https://github.com/ultralytics/actions
+# This workflow automatically formats code and documentation in PRs to official Ultralytics standards
+
+name: Ultralytics Actions
+
+on:
+  issues:
+    types: [opened]
+  pull_request:
+    branches: [main]
+    types: [opened, closed, synchronize, review_requested]
+
+jobs:
+  format:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Run Ultralytics Formatting
+        uses: ultralytics/actions@main
+        with:
+          token: ${{ secrets._GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+          labels: true # autolabel issues and PRs
+          python: true # format Python code and docstrings
+          prettier: true # format YAML, JSON, Markdown and CSS
+          spelling: true # check spelling
+          links: false # check broken links
+          summary: true # print PR summary with GPT4o (requires 'openai_api_key')
+          openai_api_key: ${{ secrets.OPENAI_API_KEY }}
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
@@ -0,0 +1,125 @@
+# Ultralytics 🚀 AGPL-3.0 License - https://ultralytics.com/license
+
+# Publish pip package to PyPI https://pypi.org/project/ultralytics-thop/
+
+name: Publish to PyPI
+
+on:
+  push:
+    branches: [main]
+  workflow_dispatch:
+    inputs:
+      pypi:
+        type: boolean
+        description: Publish to PyPI
+
+jobs:
+  check:
+    if: github.repository == 'ultralytics/thop' && github.actor == 'glenn-jocher'
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    outputs:
+      increment: ${{ steps.check_pypi.outputs.increment }}
+      current_tag: ${{ steps.check_pypi.outputs.current_tag }}
+      previous_tag: ${{ steps.check_pypi.outputs.previous_tag }}
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.x"
+      - uses: astral-sh/setup-uv@v4
+      - run: uv pip install --system --no-cache ultralytics-actions
+      - id: check_pypi
+        shell: python
+        run: |
+          import os
+          from actions.utils import check_pypi_version
+          local_version, online_version, publish = check_pypi_version()
+          os.system(f'echo "increment={publish}" >> $GITHUB_OUTPUT')
+          os.system(f'echo "current_tag=v{local_version}" >> $GITHUB_OUTPUT')
+          os.system(f'echo "previous_tag=v{online_version}" >> $GITHUB_OUTPUT')
+          if publish:
+              print('Ready to publish new version to PyPI ✅.')
+      - name: Tag and Release
+        if: steps.check_pypi.outputs.increment == 'True'
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          CURRENT_TAG: ${{ steps.check_pypi.outputs.current_tag }}
+          PREVIOUS_TAG: ${{ steps.check_pypi.outputs.previous_tag }}
+          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+        run: |
+          git config --global user.name "UltralyticsAssistant"
+          git config --global user.email "web@ultralytics.com"
+          git tag -a "$CURRENT_TAG" -m "$(git log -1 --pretty=%B)"
+          git push origin "$CURRENT_TAG"
+          ultralytics-actions-summarize-release
+          uv cache prune --ci
+
+  build:
+    needs: check
+    if: needs.check.outputs.increment == 'True'
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.x"
+      - uses: astral-sh/setup-uv@v4
+      - run: uv pip install --system --no-cache build
+      - run: python -m build
+      - uses: actions/upload-artifact@v4
+        with:
+          name: dist
+          path: dist/
+      - run: uv cache prune --ci
+
+  publish:
+    needs: [check, build]
+    if: needs.check.outputs.increment == 'True'
+    runs-on: ubuntu-latest
+    environment: # for GitHub Deployments tab
+      name: Release - PyPI
+      url: https://pypi.org/p/ultralytics-thop
+    permissions:
+      id-token: write # for PyPI trusted publishing
+    steps:
+      - uses: actions/download-artifact@v4
+        with:
+          name: dist
+          path: dist/
+      - uses: pypa/gh-action-pypi-publish@release/v1
+
+  notify:
+    needs: [check, publish]
+    if: always() && needs.check.outputs.increment == 'True'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Extract PR Details
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          PR_JSON=$(gh pr list --search "${GITHUB_SHA}" --state merged --json number,title --jq '.[0]')
+          PR_NUMBER=$(echo "${PR_JSON}" | jq -r '.number')
+          PR_TITLE=$(echo "${PR_JSON}" | jq -r '.title')
+          echo "PR_NUMBER=${PR_NUMBER}" >> "${GITHUB_ENV}"
+          echo "PR_TITLE=${PR_TITLE}" >> "${GITHUB_ENV}"
+      - name: Notify Success
+        if: needs.publish.result == 'success' && github.event_name == 'push'
+        uses: slackapi/slack-github-action@v2.0.0
+        with:
+          webhook-type: incoming-webhook
+          webhook: ${{ secrets.SLACK_WEBHOOK_URL_YOLO }}
+          payload: |
+            text: "<!channel> GitHub Actions success for ${{ github.workflow }} ✅\n\n\n*Repository:* https://github.com/${{ github.repository }}\n*Action:* https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}\n*Author:* ${{ github.actor }}\n*Event:* NEW `${{ github.repository }} ${{ needs.check.outputs.current_tag }}` pip package published 😃\n*Job Status:* ${{ job.status }}\n*Pull Request:* <https://github.com/${{ github.repository }}/pull/${{ env.PR_NUMBER }}> ${{ env.PR_TITLE }}\n"
+      - name: Notify Failure
+        if: needs.publish.result != 'success'
+        uses: slackapi/slack-github-action@v2.0.0
+        with:
+          webhook-type: incoming-webhook
+          webhook: ${{ secrets.SLACK_WEBHOOK_URL_YOLO }}
+          payload: |
+            text: "<!channel> GitHub Actions error for ${{ github.workflow }} ❌\n\n\n*Repository:* https://github.com/${{ github.repository }}\n*Action:* https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}\n*Author:* ${{ github.actor }}\n*Event:* ${{ github.event_name }}\n*Job Status:* ${{ job.status }}\n*Pull Request:* <https://github.com/${{ github.repository }}/pull/${{ env.PR_NUMBER }}> ${{ env.PR_TITLE }}\n"
diff --git a/.github/workflows/pythonpackage.yml b/.github/workflows/pythonpackage.yml
diff --git a/.gitignore b/.gitignore
@@ -1,13 +1,3 @@
-.DS_Store
-fx_explore/
-# *test*
-*.t7
-*.pth
-# only keep the setup.py under root folder
-./*.py
-!./setup.py
-
-.idea/
 # Byte-compiled / optimized / DLL files
 __pycache__/
 *.py[cod]
@@ -18,7 +8,6 @@ __pycache__/
 
 # Distribution / packaging
 .Python
-env/
 build/
 develop-eggs/
 dist/
@@ -31,13 +20,16 @@ parts/
 sdist/
 var/
 wheels/
+pip-wheel-metadata/
+share/python-wheels/
 *.egg-info/
 .installed.cfg
 *.egg
+MANIFEST
 
 # PyInstaller
 #  Usually these files are written by a python script from a template
-#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+#  before PyInstaller builds the exe, so as to inject date/other info into it.
 *.manifest
 *.spec
 
@@ -48,13 +40,17 @@ pip-delete-this-directory.txt
 # Unit test / coverage reports
 htmlcov/
 .tox/
+.nox/
 .coverage
 .coverage.*
 .cache
 nosetests.xml
 coverage.xml
 *.cover
+*.py,cover
 .hypothesis/
+.pytest_cache/
+mlruns/
 
 # Translations
 *.mo
@@ -63,6 +59,8 @@ coverage.xml
 # Django stuff:
 *.log
 local_settings.py
+db.sqlite3
+db.sqlite3-journal
 
 # Flask stuff:
 instance/
@@ -80,32 +78,92 @@ target/
 # Jupyter Notebook
 .ipynb_checkpoints
 
+# IPython
+profile_default/
+ipython_config.py
+
+# Profiling
+*.pclprof
+
 # pyenv
 .python-version
 
-# celery beat schedule file
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff 
 celerybeat-schedule
+celerybeat.pid
 
 # SageMath parsed files
 *.sage.py
 
-# dotenv
+# Environments
 .env
-
-# virtualenv
 .venv
+.idea
+env/
 venv/
 ENV/
+env.bak/
+venv.bak/
 
 # Spyder project settings
 .spyderproject
 .spyproject
 
+# VSCode project settings
+.vscode/
+
 # Rope project settings
 .ropeproject
 
 # mkdocs documentation
 /site
+mkdocs_github_authors.yaml
 
 # mypy
 .mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# datasets and projects
+datasets/
+runs/
+wandb/
+.DS_Store
+
+# Neural Network weights -----------------------------------------------------------------------------------------------
+weights/
+*.weights
+*.pt
+*.pb
+*.onnx
+*.engine
+*.mlmodel
+*.mlpackage
+*.torchscript
+*.tflite
+*.h5
+*_saved_model/
+*_web_model/
+*_openvino_model/
+*_paddle_model/
+*_ncnn_model/
+pnnx*
+
+# Autogenerated files for tests
+/ultralytics/assets/
+
+# calibration image
+calibration_*.npy