- Fix 'to() got (NestedTensor)' crash in ROCmVAEDecode/ROCmVAEDecodeTiled/ ROCMOptimizedVAEDecode by unbinding nested latents (unbind()[0]) like stock - Fix requires-comfyui >=1.0.0 unsatisfiable (ComfyUI is 0.x) -> >=0.0.1 - Add missing ROCMOptimizedVAEDecodeV2Phase3 node alias - Fix Flux Benchmark latent channels (use model.latent_format.latent_channels) - Fix GGUF loader: cross-platform ComfyUI-GGUF detection, guarded gguf import, install.py auto-installs gguf/safetensors - Add GPU K-quant dequantization (Q2_K/Q3_K/Q4_K/Q5_K/Q6_K) for ~5x faster Qwen Image / modern GGUF inference; remove misleading fp32 log - Fix legacy ROCMLoRALoader 'str' object has no attribute 'keys' crash
157 lines
5.4 KiB
Python
157 lines
5.4 KiB
Python
"""
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Installation script for RocM-Nino
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This script ensures the plugin is properly installed and configured
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"""
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import os
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import sys
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import json
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from pathlib import Path
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def safe_print(text):
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"""
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Print text with emoji fallbacks for Windows console compatibility.
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Uses ASCII alternatives when UTF-8 encoding is not available.
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"""
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# Check if we're on Windows and stdout encoding might not support emojis
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if sys.platform == "win32":
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encoding = getattr(sys.stdout, 'encoding', None)
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if encoding and encoding.lower() in ('cp1252', 'cp850', 'cp437'):
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# Windows console encodings that don't support emojis - replace them
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text = text.replace("✅", "[OK]")
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text = text.replace("❌", "[ERROR]")
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text = text.replace("⚠️", "[WARNING]")
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elif encoding is None:
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# Unknown encoding - be safe and replace emojis
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text = text.replace("✅", "[OK]")
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text = text.replace("❌", "[ERROR]")
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text = text.replace("⚠️", "[WARNING]")
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# Print the text (either original or with ASCII fallbacks)
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try:
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print(text, flush=True)
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except UnicodeEncodeError:
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# Final fallback: replace emojis and try again
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text = text.replace("✅", "[OK]")
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text = text.replace("❌", "[ERROR]")
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text = text.replace("⚠️", "[WARNING]")
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print(text, flush=True)
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def check_comfyui_installation():
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"""Check if ComfyUI is properly installed"""
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comfyui_path = Path(__file__).parent.parent.parent
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main_py = comfyui_path / "main.py"
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if not main_py.exists():
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safe_print("❌ ComfyUI not found. Please ensure this plugin is in the correct location:")
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safe_print(" ComfyUI/custom_nodes/ComfyUI-ROCM-Optimized-VAE/")
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return False
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safe_print("✅ ComfyUI installation found")
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return True
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def check_dependencies():
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"""Check if required dependencies are available"""
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try:
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import torch
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safe_print(f"✅ PyTorch {torch.__version__} found")
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if torch.cuda.is_available():
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device_name = torch.cuda.get_device_name(0)
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safe_print(f"✅ CUDA available - GPU: {device_name}")
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# Check if it's AMD
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if "AMD" in device_name or "Radeon" in device_name:
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safe_print("✅ AMD GPU detected - ROCM optimizations will be active")
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else:
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safe_print("⚠️ Non-AMD GPU detected - some optimizations may not apply")
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else:
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safe_print("⚠️ CUDA not available - ROCM optimizations require GPU")
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except ImportError:
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safe_print("⚠️ PyTorch not found - please ensure ComfyUI is properly installed")
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safe_print(" ROCM optimizations will be available once PyTorch is installed")
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return True
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def create_web_directory():
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"""Create web directory for any frontend assets"""
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web_dir = Path(__file__).parent / "web"
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web_dir.mkdir(exist_ok=True)
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# Create a simple info file
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info_file = web_dir / "rocm-nino-info.js"
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info_file.write_text("""
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// RocM-Nino Plugin Information
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window.rocmNinoInfo = {
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name: "RocM-Nino",
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version: "1.0.0",
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description: "ROCM Optimized Nodes for ComfyUI",
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author: "Nino",
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nodes: [
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"ROCMOptimizedVAEDecode",
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"ROCMOptimizedVAEDecodeTiled",
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"ROCMOptimizedKSampler",
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"ROCMOptimizedKSamplerAdvanced",
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"ROCMVAEPerformanceMonitor",
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"ROCMSamplerPerformanceMonitor"
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]
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};
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""")
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safe_print("✅ Web directory created")
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def install_dependencies():
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"""Install Python dependencies required by this plugin (gguf, safetensors, etc.)."""
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import subprocess
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req_file = Path(__file__).parent / "requirements.txt"
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if not req_file.exists():
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return
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try:
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safe_print("📦 Installing dependencies (gguf, safetensors, ...)...")
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result = subprocess.run(
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[sys.executable, "-m", "pip", "install", "-r", str(req_file)],
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capture_output=True,
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text=True,
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)
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if result.returncode == 0:
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safe_print("✅ Dependencies installed")
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else:
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safe_print("⚠️ Dependency install reported warnings:")
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safe_print(result.stderr[-500:] if result.stderr else "unknown error")
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except Exception as e:
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safe_print(f"⚠️ Could not auto-install dependencies: {e}")
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safe_print(" Run manually: pip install -r requirements.txt")
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def main():
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"""Main installation function"""
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safe_print("RocM-Nino: ROCM Optimized Nodes for ComfyUI")
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safe_print("=" * 50)
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# Check ComfyUI installation
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if not check_comfyui_installation():
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return False
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# Check dependencies
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if not check_dependencies():
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safe_print("\n❌ Installation failed due to missing dependencies")
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return False
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# Install Python package dependencies (gguf, safetensors, ...)
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install_dependencies()
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# Create web directory
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create_web_directory()
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safe_print("\n✅ RocM-Nino plugin installed successfully!")
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safe_print("\nNext steps:")
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safe_print("1. Restart ComfyUI")
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safe_print("2. Look for 'ROCM VAE Decode' and 'ROCM KSampler' nodes")
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safe_print("3. Use the Performance Monitor nodes to optimize your setup")
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safe_print("\nFor more information, visit: https://github.com/nino/rocm-nino")
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return True
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if __name__ == "__main__":
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main()
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