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import contextlib | |
import platform | |
import threading | |
def emojis(str=''): | |
# Return platform-dependent emoji-safe version of string | |
return str.encode().decode('ascii', 'ignore') if platform.system() == 'Windows' else str | |
class TryExcept(contextlib.ContextDecorator): | |
# YOLOv5 TryExcept class. Usage: @TryExcept() decorator or 'with TryExcept():' context manager | |
def __init__(self, msg=''): | |
self.msg = msg | |
def __enter__(self): | |
pass | |
def __exit__(self, exc_type, value, traceback): | |
if value: | |
print(emojis(f"{self.msg}{': ' if self.msg else ''}{value}")) | |
return True | |
def threaded(func): | |
# Multi-threads a target function and returns thread. Usage: @threaded decorator | |
def wrapper(*args, **kwargs): | |
thread = threading.Thread(target=func, args=args, kwargs=kwargs, daemon=True) | |
thread.start() | |
return thread | |
return wrapper | |
def join_threads(verbose=False): | |
# Join all daemon threads, i.e. atexit.register(lambda: join_threads()) | |
main_thread = threading.current_thread() | |
for t in threading.enumerate(): | |
if t is not main_thread: | |
if verbose: | |
print(f'Joining thread {t.name}') | |
t.join() | |
def notebook_init(verbose=True): | |
# Check system software and hardware | |
print('Checking setup...') | |
import os | |
import shutil | |
from utils.general import check_font, check_requirements, is_colab | |
from utils.torch_utils import select_device # imports | |
check_font() | |
import psutil | |
from IPython import display # to display images and clear console output | |
if is_colab(): | |
shutil.rmtree('/content/sample_data', ignore_errors=True) # remove colab /sample_data directory | |
# System info | |
if verbose: | |
gb = 1 << 30 # bytes to GiB (1024 ** 3) | |
ram = psutil.virtual_memory().total | |
total, used, free = shutil.disk_usage("/") | |
display.clear_output() | |
s = f'({os.cpu_count()} CPUs, {ram / gb:.1f} GB RAM, {(total - free) / gb:.1f}/{total / gb:.1f} GB disk)' | |
else: | |
s = '' | |
select_device(newline=False) | |
print(emojis(f'Setup complete ✅ {s}')) | |
return display | |