diff --git a/entrypoint.sh b/entrypoint.sh index d968e3703..265178bb2 100644 --- a/entrypoint.sh +++ b/entrypoint.sh @@ -12,7 +12,6 @@ SAGE_ATTENTION_DIR="$BASE_DIR/.sage_attention" SAGE_ATTENTION_BUILT_FLAG="$SAGE_ATTENTION_DIR/.built" PERMISSIONS_SET_FLAG="$BASE_DIR/.permissions_set" FIRST_RUN_FLAG="$BASE_DIR/.first_run_done" -GPU_ENV_FILE=/tmp/gpu_probe.env # --- logging --- log() { echo "[$(date '+%H:%M:%S')] $1"; } @@ -34,32 +33,30 @@ decide_build_jobs() { echo "$jobs" } -# --- unified single GPU probe (torch-based) --- +# --- unified GPU probe (torch-based) --- probe_and_prepare_gpu() { python - <<'PY' 2>/dev/null import os, sys try: import torch except Exception: - print("export GPU_COUNT=0"); print("export COMPAT_GE_75=0"); print("export TORCH_CUDA_ARCH_LIST=''") - for k in ("DET_TURING","DET_AMP80","DET_AMP86","DET_AMP87","DET_ADA","DET_HOPPER","DET_BW12","DET_BW10"): - print(f"export {k}=false") - print("export SAGE_STRATEGY='fallback'"); print("export GPU_LIST=''"); sys.exit(0) + print("GPU_COUNT=0"); print("COMPAT_GE_75=0"); print("TORCH_CUDA_ARCH_LIST=''") + print("DET_TURING=false"); print("DET_AMP80=false"); print("DET_AMP86=false"); print("DET_AMP87=false") + print("DET_ADA=false"); print("DET_HOPPER=false"); print("DET_BW12=false"); print("DET_BW10=false") + print("SAGE_STRATEGY='fallback'"); sys.exit(0) if not torch.cuda.is_available(): - print("export GPU_COUNT=0"); print("export COMPAT_GE_75=0"); print("export TORCH_CUDA_ARCH_LIST=''") - for k in ("DET_TURING","DET_AMP80","DET_AMP86","DET_AMP87","DET_ADA","DET_HOPPER","DET_BW12","DET_BW10"): - print(f"export {k}=false") - print("export SAGE_STRATEGY='fallback'"); print("export GPU_LIST=''"); sys.exit(0) + print("GPU_COUNT=0"); print("COMPAT_GE_75=0"); print("TORCH_CUDA_ARCH_LIST=''") + print("DET_TURING=false"); print("DET_AMP80=false"); print("DET_AMP86=false"); print("DET_AMP87=false") + print("DET_ADA=false"); print("DET_HOPPER=false"); print("DET_BW12=false"); print("DET_BW10=false") + print("SAGE_STRATEGY='fallback'"); sys.exit(0) n = torch.cuda.device_count() +ccs = [] flags = {"DET_TURING":False,"DET_AMP80":False,"DET_AMP86":False,"DET_AMP87":False,"DET_ADA":False,"DET_HOPPER":False,"DET_BW12":False,"DET_BW10":False} -ccs, infos, compat = [], [], False +compat = False for i in range(n): p = torch.cuda.get_device_properties(i) - name = getattr(p, "name", f"cuda:{i}") mj, mn = p.major, p.minor - vram_gb = int(round(p.total_memory/1024**3)) ccs.append(f"{mj}.{mn}") - infos.append(f"{i}: {name.replace(' ', '_')} (CC {mj}.{mn}, {vram_gb}GB)") if (mj,mn)==(7,5): flags["DET_TURING"]=True elif (mj,mn)==(8,0): flags["DET_AMP80"]=True elif (mj,mn)==(8,6): flags["DET_AMP86"]=True @@ -68,11 +65,12 @@ for i in range(n): elif (mj,mn)==(9,0): flags["DET_HOPPER"]=True elif (mj,mn)==(10,0): flags["DET_BW10"]=True elif (mj,mn)==(12,0): flags["DET_BW12"]=True - if (mj*10+mn) >= 75: compat = True + if (mj*10+mn) >= 75: + compat = True ordered = sorted(set(ccs), key=lambda s: tuple(map(int, s.split(".")))) arch_list = ";".join(ordered) if ordered else "" if flags["DET_TURING"]: - if any(flags[k] for k in ("DET_AMP80","DET_AMP86","DET_AMP87","DET_ADA","DET_HOPPER","DET_BW12","DET_BW10")): + if any(flags[k] for k in ["DET_AMP80","DET_AMP86","DET_AMP87","DET_ADA","DET_HOPPER","DET_BW12","DET_BW10"]): strategy = "mixed_with_turing" else: strategy = "turing_only" @@ -84,88 +82,70 @@ elif flags["DET_ADA"] or flags["DET_AMP86"] or flags["DET_AMP87"] or flags["DET_ strategy = "ampere_ada_optimized" else: strategy = "fallback" -print(f"export GPU_COUNT={n}"); print(f"export COMPAT_GE_75={1 if compat else 0}") -print(f"export TORCH_CUDA_ARCH_LIST='{arch_list}'"); [print(f"export {k}={'true' if v else 'false'}") for k,v in flags.items()] -print(f"export SAGE_STRATEGY='{strategy}'"); print(f\"export GPU_LIST={' ; '.join(infos)}\") -print(f\"[GPU] Found {n} CUDA device(s); CC list: {arch_list or 'none'}; strategy={strategy}; compat>=7.5:{compat}\", file=sys.stderr) -for s in infos: print(f\"[GPU] {s}\", file=sys.stderr) +print(f"GPU_COUNT={n}") +print(f"COMPAT_GE_75={1 if compat else 0}") +print(f"TORCH_CUDA_ARCH_LIST='{arch_list}'") +for k,v in flags.items(): + print(f"{k}={'true' if v else 'false'}") +print(f"SAGE_STRATEGY='{strategy}'") +print(f"[GPU] Found {n} CUDA device(s); CC list: {arch_list or 'none'}; strategy={strategy}; compat>=7.5:{compat}", file=sys.stderr) PY } # --- Triton management (conditional, system-wide) --- install_triton_version() { + # Query existing version; only change if strategy truly requires local cur="" cur="$(python - <<'PY' 2>/dev/null || true try: - import importlib.metadata as md; print(md.version("triton")) -except Exception: pass + import importlib.metadata as md + print(md.version("triton")) +except Exception: + pass PY )" case "${SAGE_STRATEGY:-fallback}" in "mixed_with_turing"|"turing_only") if [ "$cur" != "3.2.0" ]; then - log "Adjusting Triton -> 3.2.0 for Turing compatibility (current: ${cur:-none})" + log "Installing Triton 3.2.0 for Turing compatibility (current: ${cur:-none})" python -m pip install --no-cache-dir "triton==3.2.0" || true else log "Triton 3.2.0 already present; skipping" fi ;; - *) log "Using baked Triton (${cur:-unknown}); no change" ;; + *) + # Image bakes Triton==3.4.0; leave as-is + log "Using baked Triton (${cur:-unknown}); no change" + ;; esac } -# --- Ensure python -s -m pip works (for Manager) --- -ensure_pip_available() { - if python -s -m pip --version >/dev/null 2>&1 && python -s -m pip list -q >/dev/null 2>&1; then - return 0 - fi - log "Bootstrapping pip for Manager compatibility (isolated mode check failed)" - python -m ensurepip --upgrade >/dev/null 2>&1 || true - python -m pip install -U pip setuptools wheel >/dev/null 2>&1 || true - if python -s -m pip --version >/dev/null 2>&1 && python -s -m pip list -q >/dev/null 2>&1; then - log "pip is available for python -s -m pip" - return 0 - else - log "WARNING: pip still not available for python -s -m pip; Manager may warn about pip/uv" - return 1 - fi -} - build_sage_attention_mixed() { + log "Building Sage Attention..." mkdir -p "$SAGE_ATTENTION_DIR"; cd "$SAGE_ATTENTION_DIR" export TORCH_CUDA_ARCH_LIST="${SAGE_ARCH_LIST_OVERRIDE:-${TORCH_CUDA_ARCH_LIST:-}}" if [ -z "${TORCH_CUDA_ARCH_LIST:-}" ]; then TORCH_CUDA_ARCH_LIST="8.0;8.6;8.9;9.0;10.0;12.0" fi log "Set TORCH_CUDA_ARCH_LIST=$TORCH_CUDA_ARCH_LIST" + case "${SAGE_STRATEGY:-fallback}" in "mixed_with_turing"|"turing_only") log "Cloning SageAttention v1.0 for Turing" - if [ -d "SageAttention/.git" ]; then - cd SageAttention; git fetch --depth 1 origin || return 1 - git checkout v1.0 2>/dev/null || git checkout -b v1.0 origin/v1.0 || return 1 - git reset --hard origin/v1.0 || return 1 - else - rm -rf SageAttention - git clone --depth 1 https://github.com/thu-ml/SageAttention.git -b v1.0 || return 1 - cd SageAttention - fi + if [ -d "SageAttention/.git" ]; then cd SageAttention; git fetch --depth 1 origin || return 1; git checkout v1.0 2>/dev/null || git checkout -b v1.0 origin/v1.0 || return 1; git reset --hard origin/v1.0 || return 1 + else rm -rf SageAttention; git clone --depth 1 https://github.com/thu-ml/SageAttention.git -b v1.0 || return 1; cd SageAttention; fi ;; *) log "Cloning latest SageAttention" - if [ -d "SageAttention/.git" ]; then - cd SageAttention; git fetch --depth 1 origin || return 1 - git reset --hard origin/main || return 1 - else - rm -rf SageAttention - git clone --depth 1 https://github.com/thu-ml/SageAttention.git || return 1 - cd SageAttention - fi + if [ -d "SageAttention/.git" ]; then cd SageAttention; git fetch --depth 1 origin || return 1; git reset --hard origin/main || return 1 + else rm -rf SageAttention; git clone --depth 1 https://github.com/thu-ml/SageAttention.git || return 1; cd SageAttention; fi ;; esac + [ "${SAGE_VERBOSE_BUILD:-0}" = "1" ] && export TORCH_CPP_BUILD_VERBOSE=1 local jobs; jobs="$(decide_build_jobs)" log "Using MAX_JOBS=${jobs} for SageAttention build" + if MAX_JOBS="${jobs}" python -m pip install --no-build-isolation .; then echo "${SAGE_STRATEGY:-fallback}|${TORCH_CUDA_ARCH_LIST:-}" > "$SAGE_ATTENTION_BUILT_FLAG" log "SageAttention built successfully" @@ -203,7 +183,7 @@ setup_sage_attention() { if [ "${GPU_COUNT:-0}" -eq 0 ]; then log "No GPUs detected, skipping SageAttention setup"; return 0; fi if [ "${COMPAT_GE_75:-0}" -ne 1 ]; then log "GPU compute capability < 7.5; skipping SageAttention"; return 0; fi if needs_rebuild || ! test_sage_attention; then - log "Compiling SageAttention..." + log "Building SageAttention..." if install_triton_version && build_sage_attention_mixed && test_sage_attention; then export SAGE_ATTENTION_BUILT=1 SAGE_ATTENTION_AVAILABLE=1 log "SageAttention is built; set FORCE_SAGE_ATTENTION=1 to enable it at startup" @@ -217,17 +197,17 @@ setup_sage_attention() { fi } -# --- single early GPU probe (persist across user switch) --- -probe_and_prepare_gpu > "$GPU_ENV_FILE" -# shellcheck disable=SC1090 -source "$GPU_ENV_FILE" || true +# --- early GPU probe and exit (before heavy setup) --- +eval "$(probe_and_prepare_gpu)" log "GPU probe: ${GPU_COUNT:-0} CUDA device(s); CC list: ${TORCH_CUDA_ARCH_LIST:-none}; strategy=${SAGE_STRATEGY:-fallback}" -if [ -n "${GPU_LIST:-}" ]; then - IFS=';' read -ra _GPUS <<< "$GPU_LIST" - for g in "${_GPUS[@]}"; do g_trim="$(echo "$g" | sed 's/^ \+//; s/ \+$//')"; [ -n "$g_trim" ] && log " - $g_trim"; done +if [ "${GPU_COUNT:-0}" -eq 0 ]; then + log "No NVIDIA GPU detected; shutting down." + exit 0 +fi +if [ "${COMPAT_GE_75:-0}" -ne 1 ]; then + log "GPU compute capability < 7.5; shutting down." + exit 0 fi -if [ "${GPU_COUNT:-0}" -eq 0 ]; then log "No NVIDIA GPU detected; shutting down."; exit 0; fi -if [ "${COMPAT_GE_75:-0}" -ne 1 ]; then log "GPU compute capability < 7.5; shutting down."; exit 0; fi # --- root to runtime user --- if [ "$(id -u)" = "0" ]; then @@ -240,7 +220,7 @@ if [ "$(id -u)" = "0" ]; then mkdir -p "/home/${APP_USER}" for d in "$BASE_DIR" "/home/$APP_USER"; do [ -e "$d" ] && chown -R "${APP_USER}:${APP_GROUP}" "$d" || true; done - # Make system site-packages writable by the runtime user (system-wide installs) + # Make system site-packages writable by the runtime user (no venvs; system-wide installs) readarray -t PY_PATHS < <(python - <<'PY' import sys, sysconfig, os, site, datetime def log(m): print(f"[bootstrap:python {datetime.datetime.now().strftime('%H:%M:%S')}] {m}", file=sys.stderr, flush=True) @@ -264,8 +244,18 @@ if d: print(v); seen.add(v); log(f"emit wheel data -> {v}") PY ) - for d in "${PY_PATHS[@]}"; do [ -n "$d" ] || continue; mkdir -p "$d" || true; chown -R "${APP_USER}:${APP_GROUP}" "$d" || true; chmod -R u+rwX,g+rwX "$d" || true; done - if [ -d "/usr/local/lib/python3.12/site-packages" ]; then chown -R "${APP_USER}:${APP_GROUP}" /usr/local/lib/python3.12/site-packages || true; chmod -R u+rwX,g+rwX /usr/local/lib/python3.12/site-packages || true; fi + for d in "${PY_PATHS[@]}"; do + [ -n "$d" ] || continue + mkdir -p "$d" || true + chown -R "${APP_USER}:${APP_GROUP}" "$d" || true + chmod -R u+rwX,g+rwX "$d" || true + done + + if [ -d "/usr/local/lib/python3.12/site-packages" ]; then + chown -R "${APP_USER}:${APP_GROUP}" /usr/local/lib/python3.12/site-packages || true + chmod -R u+rwX,g+rwX /usr/local/lib/python3.12/site-packages || true + fi + touch "$PERMISSIONS_SET_FLAG"; chown "${APP_USER}:${APP_GROUP}" "$PERMISSIONS_SET_FLAG" log "User permissions configured" else @@ -275,33 +265,33 @@ PY fi # From here on, running as $APP_USER - export PATH="$HOME/.local/bin:$PATH" pyver="$(python -c 'import sys; print(f"{sys.version_info.major}.{sys.version_info.minor}")')" export PYTHONPATH="$HOME/.local/lib/python${pyver}/site-packages:${PYTHONPATH:-}" + export PIP_PREFER_BINARY=1 -# --- load single probe results after switch (no re-probe), then delete --- -# shellcheck disable=SC1090 -[ -f "$GPU_ENV_FILE" ] && source "$GPU_ENV_FILE" || true -[ -f "$GPU_ENV_FILE" ] && rm -f "$GPU_ENV_FILE" || true -log "GPU probe (restored): ${GPU_COUNT:-0} CUDA device(s); CC list: ${TORCH_CUDA_ARCH_LIST:-none}; strategy=${SAGE_STRATEGY:-fallback}" -if [ -n "${GPU_LIST:-}" ]; then IFS=';' read -ra _GPUS <<< "$GPU_LIST"; for g in "${_GPUS[@]}"; do g_trim="$(echo "$g" | sed 's/^ \+//; s/ \+$//')"; [ -n "$g_trim" ] && log " - $g_trim"; done; fi +# --- refresh GPU probe after user switch (no exit) --- +eval "$(probe_and_prepare_gpu)" +log "GPU probe (post-switch): ${GPU_COUNT:-0} CUDA device(s); CC list: ${TORCH_CUDA_ARCH_LIST:-none}; strategy=${SAGE_STRATEGY:-fallback}" -# Ensure pip works (and in isolated mode for Manager) +# Ensure pip works python -m pip --version >/dev/null 2>&1 || python -m ensurepip --upgrade >/dev/null 2>&1 || true python -m pip --version >/dev/null 2>&1 || log "WARNING: pip still not available after ensurepip" -ensure_pip_available || true + +# Ensure minimal Python deps for ComfyUI-Manager (pre-baked, but verify) +python - <<'PY' || python -m pip install --no-cache-dir toml GitPython || true +import sys +import importlib +for m in ("toml","git"): + try: importlib.import_module(m) + except Exception: sys.exit(1) +sys.exit(0) +PY # --- SageAttention setup using probed data --- setup_sage_attention -# --- clear probe-specific environment to avoid leaking into runtime --- -for v in GPU_COUNT COMPAT_GE_75 TORCH_CUDA_ARCH_LIST SAGE_STRATEGY \ - DET_TURING DET_AMP80 DET_AMP86 DET_AMP87 DET_ADA DET_HOPPER DET_BW12 DET_BW10 GPU_LIST; do - unset "$v" || true -done - # --- ComfyUI-Manager sync --- if [ -d "$CUSTOM_NODES_DIR/ComfyUI-Manager/.git" ]; then log "Updating ComfyUI-Manager"