stefan-it

TPU VM Cheetsheat

This TPU VM cheatsheet uses and was tested with the following library versions:

Library	Version
JAX	0.3.25
FLAX	0.6.4
Datasets	2.10.1
Transformers	4.27.1

stefan-it

# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software

stefan-it

import click
import numpy as np
import torch

from collections import namedtuple

from pytorch_transformers import BertForTokenClassification, BertTokenizer

from torch.nn import CrossEntropyLoss
from torch.utils.data import DataLoader, SequentialSampler, TensorDataset

stefan-it

from __future__ import absolute_import, division, print_function

import argparse
import glob
import logging
import os
import random

import numpy as np
import torch