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()