ComfyUI/main.py

108 lines
3.8 KiB
Python

import os
import sys
import shutil
import threading
import asyncio
if os.name == "nt":
import logging
logging.getLogger("xformers").addFilter(lambda record: 'A matching Triton is not available' not in record.getMessage())
if __name__ == "__main__":
if '--help' in sys.argv:
print("Valid Command line Arguments:")
print("\t--listen\t\t\tListen on 0.0.0.0 so the UI can be accessed from other computers.")
print("\t--port 8188\t\t\tSet the listen port.")
print("\t--dont-upcast-attention\t\tDisable upcasting of attention \n\t\t\t\t\tcan boost speed but increase the chances of black images.\n")
print("\t--use-split-cross-attention\tUse the split cross attention optimization instead of the sub-quadratic one.\n\t\t\t\t\tIgnored when xformers is used.")
print("\t--use-pytorch-cross-attention\tUse the new pytorch 2.0 cross attention function.")
print("\t--disable-xformers\t\tdisables xformers")
print()
print("\t--highvram\t\t\tBy default models will be unloaded to CPU memory after being used.\n\t\t\t\t\tThis option keeps them in GPU memory.\n")
print("\t--normalvram\t\t\tUsed to force normal vram use if lowvram gets automatically enabled.")
print("\t--lowvram\t\t\tSplit the unet in parts to use less vram.")
print("\t--novram\t\t\tWhen lowvram isn't enough.")
print()
print("\t--cpu\t\t\tTo use the CPU for everything (slow).")
exit()
if '--dont-upcast-attention' in sys.argv:
print("disabling upcasting of attention")
os.environ['ATTN_PRECISION'] = "fp16"
import execution
import server
def prompt_worker(q, server):
e = execution.PromptExecutor(server)
while True:
item, item_id = q.get()
e.execute(item[-2], item[-1])
q.task_done(item_id, e.outputs)
async def run(server, address='', port=8188, verbose=True, call_on_start=None):
await asyncio.gather(server.start(address, port, verbose, call_on_start), server.publish_loop())
def hijack_progress(server):
from tqdm.auto import tqdm
orig_func = getattr(tqdm, "update")
def wrapped_func(*args, **kwargs):
pbar = args[0]
v = orig_func(*args, **kwargs)
server.send_sync("progress", { "value": pbar.n, "max": pbar.total}, server.client_id)
return v
setattr(tqdm, "update", wrapped_func)
def cleanup_temp():
temp_dir = os.path.join(os.path.dirname(os.path.realpath(__file__)), "temp")
if os.path.exists(temp_dir):
shutil.rmtree(temp_dir, ignore_errors=True)
if __name__ == "__main__":
cleanup_temp()
loop = asyncio.new_event_loop()
asyncio.set_event_loop(loop)
server = server.PromptServer(loop)
q = execution.PromptQueue(server)
hijack_progress(server)
threading.Thread(target=prompt_worker, daemon=True, args=(q,server,)).start()
if '--listen' in sys.argv:
address = '0.0.0.0'
else:
address = '127.0.0.1'
dont_print = False
if '--dont-print-server' in sys.argv:
dont_print = True
port = 8188
try:
p_index = sys.argv.index('--port')
port = int(sys.argv[p_index + 1])
except:
pass
if '--quick-test-for-ci' in sys.argv:
exit(0)
call_on_start = None
if "--windows-standalone-build" in sys.argv:
def startup_server(address, port):
import webbrowser
webbrowser.open("http://{}:{}".format(address, port))
call_on_start = startup_server
if os.name == "nt":
try:
loop.run_until_complete(run(server, address=address, port=port, verbose=not dont_print, call_on_start=call_on_start))
except KeyboardInterrupt:
pass
else:
loop.run_until_complete(run(server, address=address, port=port, verbose=not dont_print, call_on_start=call_on_start))
cleanup_temp()