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#!/usr/bin/env python3
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"""Fix threading: set all 12 cores for PyTorch ops, patch ComfyUI startup, restart."""
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import paramiko
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import time
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ssh = paramiko.SSHClient()
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ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy())
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ssh.connect('192.168.178.150', username='fabian', key_filename=r'C:\Users\fabia\.ssh\id_ed25519')
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def run(cmd, timeout=120, desc=""):
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if desc:
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print(f"\n{'='*60}")
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print(f" {desc}")
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print(f"{'='*60}")
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print(f"$ {cmd[:300]}")
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_, stdout, stderr = ssh.exec_command(cmd, timeout=timeout)
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out = stdout.read().decode()
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err = stderr.read().decode()
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rc = stdout.channel.recv_exit_status()
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if out.strip():
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lines = out.strip().split('\n')
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if len(lines) > 40:
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print(f" ... ({len(lines)} lines, showing last 40)")
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print('\n'.join(lines[-40:]))
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else:
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print(out.strip())
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if err.strip():
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lines = err.strip().split('\n')
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show = lines[-15:] if len(lines) > 15 else lines
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print(f"STDERR: {chr(10).join(show)}")
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print(f" Exit code: {rc}")
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return rc, out, err
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# 1. Kill any existing ComfyUI
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run("bash -c 'pkill -9 -f \"python main.py\" 2>/dev/null; sleep 1; echo killed'",
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desc="Kill existing ComfyUI")
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# 2. Check the loader.py for the Dequantizing message source
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run("bash -c 'grep -rn \"Dequantizing\" ~/ComfyUI/ --include=\"*.py\" 2>/dev/null | head -10'",
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desc="Find 'Dequantizing' message source")
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# 3. Check torch thread defaults without any env vars
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run("bash -c 'source ~/comfyui-env/bin/activate && python3 -c \"import torch; print(torch.get_num_threads(), torch.get_num_interop_threads())\"'",
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desc="Default torch thread count")
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# 4. Verify it works with env vars
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run("bash -c 'export OMP_NUM_THREADS=12; export MKL_NUM_THREADS=12; "
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"source ~/comfyui-env/bin/activate && python3 -c \"import torch; "
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"torch.set_num_threads(12); torch.set_num_interop_threads(4); "
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"print(torch.get_num_threads(), torch.get_num_interop_threads())\"'",
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desc="Torch threads with env vars set to 12")
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ssh.close()
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print("\nDone.")
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