altescy

import inspect
import io
import sys
import traceback
import typing
from collections import defaultdict
from functools import wraps
from typing import (Any, Callable, Dict, List, Literal, Optional, TypeVar,
                    Union, cast)

altescy

from __future__ import annotations

import itertools
import math
from collections.abc import Callable, Iterable, Iterator, Sequence
from functools import partial, reduce
from operator import mul
from types import EllipsisType
from typing import Generic, Type, TypeAlias, TypeVar, Union, cast, overload

altescy

import collections
import itertools
import math
from collections import abc
from typing import (Any, Callable, Generic, Iterable, Iterator, List, Optional,
                    TypeVar)

T = TypeVar("T")

altescy

import json
import logging
import time
import urllib.request
from contextlib import suppress
from http import HTTPStatus
from http.server import HTTPServer, SimpleHTTPRequestHandler
from multiprocessing import Process
from typing import Any, Callable, Type
from unittest.mock import patch

altescy

#!/usr/bin/env python

import argparse
import json
import re
import subprocess
import time
from datetime import datetime
from typing import Any, Dict, List

altescy

import math
from typing import Any, Callable, Dict, Iterator, List, Mapping, MutableMapping, Optional, Tuple, cast

import datasets
import flax
import jax
import numpy
import optax
import tqdm
from flax.training import train_state

altescy

from typing import (Callable, Dict, Generic, Iterable, List, Protocol, Tuple,
                    TypeVar, Union)

T = TypeVar("T")
S = TypeVar("S")
U = TypeVar("U", contravariant=True)


class SupportsDunderLT(Protocol[U]):
    def __lt__(self, __other: U) -> bool:

altescy

import json
import pickle
import shutil
import tempfile
from contextlib import contextmanager
from os import PathLike
from pathlib import Path
from typing import (
    Any,
    BinaryIO,

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import time

import numpy


def main() -> None:
    N = 1_000_000
    print("[ float x float ]")
    xs = [float(v) for v in range(N)]
    ys = [float(v) for v in range(N)]

altescy

import logging
import time
from multiprocessing import Process, Queue
from typing import Callable, Generic, Iterator, TypeVar
from uuid import uuid4

import fastapi
from pydantic import BaseModel

T = TypeVar("T")