perf(loader): parallel track loading via rayon dispatch #45

Workflow file for this run

.github/workflows/release.yml at a118410

	name: Release

	on:
	push:
	tags:
	- 'v*'
	workflow_dispatch:
	inputs:
	version:
	description: 'Version tag (e.g., v0.8.4)'
	required: true
	type: string

	permissions:
	contents: write
	pages: write
	id-token: write

	# Only one release workflow per tag at a time — re-pushing a tag cancels the
	# previous run so stale builds don't race with the new one.
	concurrency:
	group: release-${{ github.ref_name }}
	cancel-in-progress: true

	env:
	CARGO_TERM_COLOR: always
	CACHE_NAME: mesh-cache

	jobs:
	# ===========================================================================
	# Job 1: Create draft release and validate version
	# ===========================================================================
	create-release:
	name: Create Release
	runs-on: ubuntu-latest
	outputs:
	version: ${{ steps.version.outputs.version }}

	steps:
	- name: Checkout repository
	uses: actions/checkout@v4

	- name: Get version
	id: version
	run: \|
	if [ -n "${{ github.event.inputs.version }}" ]; then
	echo "version=${{ github.event.inputs.version }}" >> $GITHUB_OUTPUT
	else
	echo "version=${GITHUB_REF#refs/tags/}" >> $GITHUB_OUTPUT
	fi

	- name: Validate version against Cargo.toml
	run: \|
	TAG_VERSION="${{ steps.version.outputs.version }}"
	# Strip 'v' prefix for comparison (v0.8.4 -> 0.8.4)
	TAG_SEMVER="${TAG_VERSION#v}"
	# Also strip any pre-release suffix for base version check (0.8.4-rc1 -> 0.8.4)
	TAG_BASE="${TAG_SEMVER%%-*}"

	CARGO_VERSION=$(grep -A2 '^\[workspace\.package\]' Cargo.toml \| grep '^version' \| sed 's/."$.$".*/\1/')
	echo "Tag version: $TAG_SEMVER (base: $TAG_BASE)"
	echo "Cargo version: $CARGO_VERSION"

	if [ "$TAG_BASE" != "$CARGO_VERSION" ]; then
	echo "::error::Version mismatch! Tag base '$TAG_BASE' does not match Cargo.toml version '$CARGO_VERSION'"
	echo "Update [workspace.package] version in Cargo.toml before tagging."
	exit 1
	fi
	echo "Version check passed."

	- name: Extract changelog for this version
	id: changelog
	run: \|
	VERSION="${{ steps.version.outputs.version }}"
	SEMVER="${VERSION#v}"

	# Extract the section between ## [this version] and the next ## [
	# Uses awk: start printing at the matching header, stop at the next ## [
	NOTES=$(awk -v ver="$SEMVER" '
	/^## \[/ {
	if (found) exit
	if (index($0, "[" ver "]")) found=1
	}
	found { print }
	' CHANGELOG.md)

	if [ -z "$NOTES" ]; then
	echo "No changelog entry found for $SEMVER"
	NOTES="No changelog entry for this version."
	fi

	# Write to file (multiline strings in GITHUB_OUTPUT need delimiters)
	echo "$NOTES" > /tmp/changelog-notes.md

	- name: Build release body
	run: \|
	REPO="${{ github.repository }}"
	cat > /tmp/release-body.md << EOF
	## Installation

	### Linux (.deb)

	Download the \`.deb\` package for your system:
	- mesh-player — Performance mode (4-deck stem player)
	- mesh-cue — Editing mode (waveform editor, analysis, stem separation)
	- mesh-cue-cuda — Editing mode with NVIDIA GPU acceleration

	\`\`\`bash
	sudo dpkg -i mesh-player_.deb mesh-cue_.deb
	# Install dependencies if needed:
	sudo apt-get install -f
	\`\`\`

	Requirements: PipeWire (Ubuntu 22.04+, Fedora 34+) or JACK2, glibc 2.35+

	### Windows (.zip)

	Extract the zip and run the \`.exe\` directly. No installation required.
	GPU acceleration via DirectML (any DirectX 12 GPU).

	### NixOS / Nix

	Run directly (x86_64-linux):
	\`\`\`bash
	nix run github:${REPO}#mesh-player
	nix run github:${REPO}#mesh-cue
	\`\`\`

	aarch64-linux (Orange Pi 5 / embedded): A pre-built binary cache is published to GitHub Pages with every release. Configure the cache and update:
	\`\`\`bash
	# /etc/nix/nix.conf (or flake nixConfig)
	extra-substituters = https://datao1.github.io/Mesh/
	extra-trusted-public-keys = mesh-embedded:vLo1l3Abp0Uzcn21wR3oXvmZxZb1Z1rbk+ggTOIGmeQ=

	# Update an embedded device
	nixos-rebuild switch --flake github:${REPO}#mesh-embedded --no-write-lock-file
	\`\`\`

	ML models are downloaded automatically on first use.

	---

	EOF

	# Append changelog notes
	cat /tmp/changelog-notes.md >> /tmp/release-body.md

	- name: Create Release
	uses: softprops/action-gh-release@v2
	with:
	name: Mesh ${{ steps.version.outputs.version }}
	tag_name: ${{ steps.version.outputs.version }}
	draft: true
	prerelease: ${{ contains(steps.version.outputs.version, '-rc') \|\| contains(steps.version.outputs.version, '-beta') \|\| contains(steps.version.outputs.version, '-alpha') }}
	body_path: /tmp/release-body.md
	env:
	GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

	# ===========================================================================
	# Job 2: Build Linux .deb packages (CPU)
	# ===========================================================================
	build-deb:
	name: Build .deb (CPU)
	needs: create-release
	runs-on: ubuntu-latest

	steps:
	- name: Free disk space
	run: \|
	echo "Before cleanup:"
	df -h /
	sudo rm -rf /usr/share/dotnet /usr/local/lib/android /opt/ghc /usr/local/share/boost
	sudo rm -rf /usr/local/graalvm /usr/local/share/chromium /usr/local/.ghcup
	echo "After cleanup:"
	df -h /

	- name: Checkout repository
	uses: actions/checkout@v4

	- name: Install Nix
	uses: cachix/install-nix-action@v31
	with:
	extra_nix_config: \|
	experimental-features = nix-command flakes

	- name: Nix store cache
	uses: DeterminateSystems/magic-nix-cache-action@v8
	with:
	use-flakehub: false

	- name: Restore native deps cache
	uses: actions/cache@v4
	with:
	path: \|
	target/deb-build/deps
	target/deb-build/onnxruntime-cpu-*
	key: deb-native-deps-${{ hashFiles('nix/apps/build-deb.nix') }}

	- name: Restore Rust build cache
	uses: actions/cache@v4
	with:
	path: \|
	target/deb-build/rustup
	target/deb-build/cargo
	target/deb-build/target
	key: deb-rust-${{ hashFiles('Cargo.lock') }}
	restore-keys: deb-rust-

	- name: Build .deb packages
	run: nix run .#build-deb

	- name: Upload artifacts
	uses: actions/upload-artifact@v4
	with:
	name: deb-cpu
	path: dist/deb/*.deb
	if-no-files-found: error
	retention-days: 5

	# ===========================================================================
	# Job 3: Build Linux .deb packages (CUDA)
	# ===========================================================================
	build-deb-cuda:
	name: Build .deb (CUDA)
	needs: create-release
	runs-on: ubuntu-latest

	steps:
	- name: Free disk space
	run: \|
	echo "Before cleanup:"
	df -h /
	sudo rm -rf /usr/share/dotnet /usr/local/lib/android /opt/ghc /usr/local/share/boost
	sudo rm -rf /usr/local/graalvm /usr/local/share/chromium /usr/local/.ghcup
	echo "After cleanup:"
	df -h /

	- name: Checkout repository
	uses: actions/checkout@v4

	- name: Install Nix
	uses: cachix/install-nix-action@v31
	with:
	extra_nix_config: \|
	experimental-features = nix-command flakes

	- name: Nix store cache
	uses: DeterminateSystems/magic-nix-cache-action@v8
	with:
	use-flakehub: false

	- name: Restore native deps cache
	uses: actions/cache@v4
	with:
	path: \|
	target/deb-build/deps
	target/deb-build/onnxruntime-gpu-*
	key: deb-native-deps-${{ hashFiles('nix/apps/build-deb.nix') }}

	- name: Restore Rust build cache
	uses: actions/cache@v4
	with:
	path: \|
	target/deb-build/rustup
	target/deb-build/cargo
	target/deb-build/target
	key: deb-cuda-rust-${{ hashFiles('Cargo.lock') }}
	restore-keys: deb-cuda-rust-

	- name: Build CUDA .deb packages
	run: nix run .#build-deb-cuda

	- name: Upload artifacts
	uses: actions/upload-artifact@v4
	with:
	name: deb-cuda
	path: dist/deb/*.deb
	if-no-files-found: error
	retention-days: 5

	# ===========================================================================
	# Job 4: Build Windows packages
	# ===========================================================================
	build-windows:
	name: Build Windows
	needs: create-release
	runs-on: ubuntu-latest

	steps:
	- name: Free disk space
	run: \|
	echo "Before cleanup:"
	df -h /
	sudo rm -rf /usr/share/dotnet /usr/local/lib/android /opt/ghc /usr/local/share/boost
	sudo rm -rf /usr/local/graalvm /usr/local/share/chromium /usr/local/.ghcup
	echo "After cleanup:"
	df -h /

	- name: Checkout repository
	uses: actions/checkout@v4

	- name: Install Nix
	uses: cachix/install-nix-action@v31
	with:
	extra_nix_config: \|
	experimental-features = nix-command flakes

	- name: Nix store cache
	uses: DeterminateSystems/magic-nix-cache-action@v8
	with:
	use-flakehub: false

	- name: Restore native deps cache
	uses: actions/cache@v4
	with:
	path: \|
	target/windows/essentia-win
	target/windows/essentia-host
	target/windows/essentia-src
	target/windows/onnxruntime-directml-*
	key: win-native-deps-${{ hashFiles('nix/apps/build-windows.nix') }}

	- name: Restore Rust build cache
	uses: actions/cache@v4
	with:
	path: target/windows/x86_64-pc-windows-gnu
	key: win-rust-${{ hashFiles('Cargo.lock') }}
	restore-keys: win-rust-

	- name: Build Windows packages
	run: nix run .#build-windows

	- name: Upload artifacts
	uses: actions/upload-artifact@v4
	with:
	name: windows
	path: dist/windows/*.zip
	if-no-files-found: error
	retention-days: 5

	# ===========================================================================
	# Job 5: Build and sync ML models to permanent 'models' release
	# ===========================================================================
	build-models:
	name: Sync Models
	needs: create-release
	runs-on: ubuntu-latest

	steps:
	- name: Checkout repository
	uses: actions/checkout@v4

	- name: Install Nix
	uses: cachix/install-nix-action@v31
	with:
	extra_nix_config: \|
	experimental-features = nix-command flakes

	- name: Nix store cache
	uses: DeterminateSystems/magic-nix-cache-action@v8
	with:
	use-flakehub: false

	- name: Restore model cache
	id: model-cache
	uses: actions/cache@v4
	with:
	path: models/
	key: models-${{ hashFiles('nix/apps/convert-beat-model.nix', 'nix/apps/convert-ml-model.nix', 'nix/apps/convert-model.nix') }}

	- name: Convert Beat This! model
	if: steps.model-cache.outputs.cache-hit != 'true'
	run: \|
	mkdir -p models
	# Remove existing to force reconversion
	rm -f models/beat_this_small.onnx
	nix run .#convert-beat-model

	- name: Convert genre classification head
	if: steps.model-cache.outputs.cache-hit != 'true'
	run: \|
	rm -f models/genre_discogs400-discogs-effnet-1.onnx
	nix run .#convert-ml-model

	- name: Convert Demucs models
	if: steps.model-cache.outputs.cache-hit != 'true'
	run: \|
	rm -f models/htdemucs.onnx models/htdemucs.onnx.data
	nix run .#convert-model -- htdemucs ./models
	rm -f models/htdemucs_ft.onnx models/htdemucs_ft.onnx.data
	nix run .#convert-model -- htdemucs_ft ./models

	- name: Download pre-built Essentia models
	if: steps.model-cache.outputs.cache-hit != 'true'
	run: \|
	# EffNet embedding model (ONNX published directly by Essentia)
	curl --fail --location --progress-bar \
	-o models/discogs-effnet-bsdynamic-1.onnx \
	"https://essentia.upf.edu/models/music-style-classification/discogs-effnet/discogs-effnet-bsdynamic-1.onnx"

	# Jamendo mood/theme classification head (ONNX published directly by Essentia)
	curl --fail --location --progress-bar \
	-o models/mtg_jamendo_moodtheme-discogs-effnet-1.onnx \
	"https://essentia.upf.edu/models/classification-heads/mtg_jamendo_moodtheme/mtg_jamendo_moodtheme-discogs-effnet-1.onnx"

	- name: Upload models to permanent release
	env:
	GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	run: \|
	echo "Models to upload:"
	ls -lh models/.onnx 2>/dev/null \|\| true

	# Ensure the 'models' release exists
	if ! gh release view models &>/dev/null; then
	gh release create models \
	--title "ML Models" \
	--notes "Pre-built ONNX models for stem separation, beat detection, and audio classification. Downloaded automatically by mesh-cue on first use."
	fi

	# Upload all model files (--clobber overwrites existing)
	gh release upload models models/.onnx --clobber

	echo "Models synced to 'models' release."

	# ===========================================================================
	# Job 6: Build aarch64 mesh-player and publish Nix binary cache
	# ===========================================================================
	# Runs on every version tag so embedded devices can update via nixos-rebuild.
	# The binary cache is served as static files from GitHub Pages at
	# https://datao1.github.io/Mesh/ — the Orange Pi fetches pre-built packages
	# from here instead of compiling from source.
	build-aarch64:
	name: Build aarch64 + Cache
	needs: create-release
	runs-on: ubuntu-24.04-arm # Native aarch64 runner (free for public repos)

	steps:
	- name: Checkout repository
	uses: actions/checkout@v4

	- name: Install Nix
	uses: cachix/install-nix-action@v31
	with:
	extra_nix_config: \|
	experimental-features = nix-command flakes
	extra-substituters = https://datao1.github.io/Mesh/
	extra-trusted-public-keys = mesh-embedded:vLo1l3Abp0Uzcn21wR3oXvmZxZb1Z1rbk+ggTOIGmeQ=

	- name: Nix store cache
	uses: DeterminateSystems/magic-nix-cache-action@v8
	with:
	use-flakehub: false

	- name: Set up signing key
	run: \|
	echo "${{ secrets.NIX_CACHE_PRIV_KEY }}" > /tmp/cache-priv-key.pem
	# Validate key format: must be "name:base64key"
	if ! grep -qE '^[a-zA-Z0-9_.-]+:' /tmp/cache-priv-key.pem; then
	echo "::error::NIX_CACHE_PRIV_KEY must be in format 'keyname:base64key'"
	exit 1
	fi
	echo "Signing key loaded ($(wc -c < /tmp/cache-priv-key.pem) bytes)"

	- name: Build mesh-player
	run: \|
	echo "Building mesh-player for aarch64-linux..."
	nix build -L .#packages.aarch64-linux.mesh-player

	- name: Create binary cache
	run: \|
	CACHE_DIR="$(pwd)/${{ env.CACHE_NAME }}"
	CACHE_STORE="file://${CACHE_DIR}"
	mkdir -p "${CACHE_DIR}"

	echo "Copying store paths to binary cache..."
	nix copy --to "${CACHE_STORE}" ./result

	echo "Signing all paths in cache..."
	nix store sign \
	--store "${CACHE_STORE}" \
	--key-file /tmp/cache-priv-key.pem \
	--all

	echo ""
	echo "Cache contents:"
	ls -lh "${CACHE_DIR}"/
	echo ""
	du -sh "${CACHE_DIR}"
	echo ""
	echo "narinfo count: $(ls "${CACHE_DIR}"/*.narinfo 2>/dev/null \| wc -l)"

	- name: Verify cache signatures
	run: \|
	CACHE_DIR="$(pwd)/${{ env.CACHE_NAME }}"
	# Extract the store path hash (base32, first component after /nix/store/)
	STORE_PATH=$(readlink ./result)
	STORE_HASH=$(basename "$STORE_PATH" \| cut -d'-' -f1)

	echo "Checking narinfo for mesh-player (${STORE_HASH})..."
	NARINFO="${CACHE_DIR}/${STORE_HASH}.narinfo"
	if [ ! -f "$NARINFO" ]; then
	echo "::error::narinfo not found: ${NARINFO}"
	echo "Available narinfos:"
	ls "${CACHE_DIR}"/*.narinfo 2>/dev/null \| head -5
	exit 1
	fi

	if grep -q "^Sig:" "$NARINFO"; then
	echo "Signature found:"
	grep "^Sig:" "$NARINFO"
	else
	echo "::error::mesh-player narinfo has no signature! Check NIX_CACHE_PRIV_KEY secret."
	echo "narinfo contents:"
	cat "$NARINFO"
	exit 1
	fi

	- name: Generate index.html
	run: \|
	cd ./${{ env.CACHE_NAME }}
	VERSION="${{ needs.create-release.outputs.version }}"
	NARINFO_COUNT=$(ls *.narinfo 2>/dev/null \| wc -l)
	CACHE_SIZE=$(du -sh . \| cut -f1)
	NAR_COUNT=$(ls nar/*.nar.xz 2>/dev/null \| wc -l)

	cat > index.html << 'HEADER'
	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="utf-8">
	<title>Mesh — Nix Binary Cache</title>
	<style>
	body { font-family: -apple-system, system-ui, sans-serif; max-width: 800px; margin: 2rem auto; padding: 0 1rem; color: #e0e0e0; background: #1a1a2e; }
	h1 { color: #fff; }
	.stats { display: grid; grid-template-columns: repeat(3, 1fr); gap: 1rem; margin: 1.5rem 0; }
	.stat { background: #16213e; padding: 1rem; border-radius: 8px; text-align: center; }
	.stat-value { font-size: 1.5rem; font-weight: bold; color: #0ea5e9; }
	.stat-label { font-size: 0.85rem; color: #94a3b8; margin-top: 0.25rem; }
	code { background: #16213e; padding: 0.2rem 0.5rem; border-radius: 4px; font-size: 0.9rem; }
	pre { background: #16213e; padding: 1rem; border-radius: 8px; overflow-x: auto; }
	a { color: #0ea5e9; }
	table { width: 100%; border-collapse: collapse; margin-top: 1rem; }
	th, td { text-align: left; padding: 0.5rem; border-bottom: 1px solid #2a2a4a; }
	th { color: #94a3b8; font-weight: normal; font-size: 0.85rem; }
	td a { text-decoration: none; }
	.version-banner { margin: 1.5rem 0; padding: 1.25rem; background: linear-gradient(135deg, #16213e 0%, #1a1a3e 100%); border: 1px solid #0ea5e9; border-radius: 10px; display: flex; align-items: center; justify-content: space-between; }
	.version-banner .ver { font-size: 2rem; font-weight: bold; color: #fff; }
	.version-banner .ver a { color: #fff; text-decoration: none; }
	.version-banner .ver a:hover { color: #0ea5e9; }
	.version-banner .release-link { background: #0ea5e9; color: #1a1a2e; padding: 0.5rem 1.25rem; border-radius: 6px; text-decoration: none; font-weight: 600; font-size: 0.9rem; }
	.version-banner .release-link:hover { background: #38bdf8; }
	.footer { margin-top: 2rem; color: #64748b; font-size: 0.85rem; }
	</style>
	</head>
	<body>
	<h1>Mesh — Nix Binary Cache</h1>
	<p>Pre-built aarch64-linux packages for the
	<a href="https://github.com/dataO1/Mesh">Mesh DJ Player</a>
	embedded deployment (Orange Pi 5).</p>
	HEADER

	REPO="${{ github.repository }}"
	RELEASE_URL="https://github.com/${REPO}/releases/tag/${VERSION}"

	cat >> index.html << EOF
	<div class="version-banner">
	<div class="ver"><a href="${RELEASE_URL}">${VERSION}</a></div>
	<a class="release-link" href="${RELEASE_URL}">View Release →</a>
	</div>

	<div class="stats">
	<div class="stat"><div class="stat-value">${NARINFO_COUNT}</div><div class="stat-label">packages</div></div>
	<div class="stat"><div class="stat-value">${CACHE_SIZE}</div><div class="stat-label">total size</div></div>
	</div>

	<h2>Usage</h2>
	<p>Add to <code>/etc/nix/nix.conf</code> or flake config:</p>
	<pre>extra-substituters = https://datao1.github.io/Mesh/
	extra-trusted-public-keys = mesh-embedded:vLo1l3Abp0Uzcn21wR3oXvmZxZb1Z1rbk+ggTOIGmeQ=</pre>

	<p>Update the embedded device:</p>
	<pre>nixos-rebuild switch --flake github:dataO1/Mesh/${VERSION}#mesh-embedded --no-write-lock-file</pre>

	<h2>Packages</h2>
	<table>
	<tr><th>Package</th><th>Size</th></tr>
	EOF

	for f in *.narinfo; do
	STORE_PATH=$(grep "^StorePath:" "$f" \| sed 's/StorePath: \/nix\/store\///')
	NAR_SIZE=$(grep "^NarSize:" "$f" \| awk '{printf "%.1f MB", $2/1048576}')
	echo " <tr><td><a href=\"$f\">$STORE_PATH</a></td><td>$NAR_SIZE</td></tr>" >> index.html
	done

	cat >> index.html << EOF
	</table>
	<p class="footer">Last updated: $(date -u '+%Y-%m-%d %H:%M UTC') · <a href="${RELEASE_URL}">${VERSION}</a></p>
	</body>
	</html>
	EOF

	- name: Deploy to GitHub Pages
	uses: peaceiris/actions-gh-pages@v4
	with:
	github_token: ${{ secrets.GITHUB_TOKEN }}
	publish_dir: ./${{ env.CACHE_NAME }}
	keep_files: true
	commit_message: "cache: ${{ needs.create-release.outputs.version }} aarch64-linux"

	- name: Clean up signing key
	if: always()
	run: rm -f /tmp/cache-priv-key.pem

	# ===========================================================================
	# Job 7: Collect artifacts and publish release
	# ===========================================================================
	publish-release:
	name: Publish Release
	needs: [create-release, build-deb, build-deb-cuda, build-windows, build-models, build-aarch64]
	runs-on: ubuntu-latest
	if: always() && needs.create-release.result == 'success'

	steps:
	- name: Download all artifacts
	uses: actions/download-artifact@v4
	with:
	path: artifacts/
	merge-multiple: true

	- name: List artifacts
	run: \|
	echo "Downloaded artifacts:"
	find artifacts/ -type f 2>/dev/null \| sort \|\| echo "No artifacts found"

	- name: Upload artifacts to release
	env:
	GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	run: \|
	VERSION="${{ needs.create-release.outputs.version }}"
	echo "Uploading to release: $VERSION"

	# Upload all .deb and .zip files found
	shopt -s nullglob
	FILES=(artifacts/.deb artifacts/.zip)
	if [ ${#FILES[@]} -gt 0 ]; then
	gh release upload "$VERSION" "${FILES[@]}" --clobber --repo "${{ github.repository }}"
	echo "Uploaded ${#FILES[@]} file(s)"
	else
	echo "::warning::No artifacts to upload"
	fi

	- name: Publish release if all builds succeeded
	env:
	GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	run: \|
	VERSION="${{ needs.create-release.outputs.version }}"

	DEB_OK="${{ needs.build-deb.result }}"
	CUDA_OK="${{ needs.build-deb-cuda.result }}"
	WIN_OK="${{ needs.build-windows.result }}"
	MODELS_OK="${{ needs.build-models.result }}"

	if [ "$DEB_OK" = "success" ] && [ "$CUDA_OK" = "success" ] && [ "$WIN_OK" = "success" ]; then
	echo "All app builds succeeded — publishing release"
	gh release edit "$VERSION" --draft=false --repo "${{ github.repository }}"
	else
	echo "::warning::Some builds failed — leaving release as draft"
	echo " build-deb: $DEB_OK"
	echo " build-deb-cuda: $CUDA_OK"
	echo " build-windows: $WIN_OK"
	echo " build-models: $MODELS_OK"
	fi

	- name: Summary
	if: always()
	run: \|
	VERSION="${{ needs.create-release.outputs.version }}"
	echo "## Release $VERSION" >> $GITHUB_STEP_SUMMARY
	echo "" >> $GITHUB_STEP_SUMMARY
	echo "\| Job \| Status \|" >> $GITHUB_STEP_SUMMARY
	echo "\|-----\|--------\|" >> $GITHUB_STEP_SUMMARY
	echo "\| Create Release \| ${{ needs.create-release.result }} \|" >> $GITHUB_STEP_SUMMARY
	echo "\| Build .deb (CPU) \| ${{ needs.build-deb.result }} \|" >> $GITHUB_STEP_SUMMARY
	echo "\| Build .deb (CUDA) \| ${{ needs.build-deb-cuda.result }} \|" >> $GITHUB_STEP_SUMMARY
	echo "\| Build Windows \| ${{ needs.build-windows.result }} \|" >> $GITHUB_STEP_SUMMARY
	echo "\| Build aarch64 + Cache \| ${{ needs.build-aarch64.result }} \|" >> $GITHUB_STEP_SUMMARY
	echo "\| Sync Models \| ${{ needs.build-models.result }} \|" >> $GITHUB_STEP_SUMMARY
	echo "" >> $GITHUB_STEP_SUMMARY

	DEB_OK="${{ needs.build-deb.result }}"
	CUDA_OK="${{ needs.build-deb-cuda.result }}"
	WIN_OK="${{ needs.build-windows.result }}"

	if [ "$DEB_OK" = "success" ] && [ "$CUDA_OK" = "success" ] && [ "$WIN_OK" = "success" ]; then
	echo "Release published." >> $GITHUB_STEP_SUMMARY
	else
	echo "Release left as draft — some builds failed." >> $GITHUB_STEP_SUMMARY
	fi

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perf(loader): parallel track loading via rayon dispatch #45

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perf(loader): parallel track loading via rayon dispatch #45

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