tensorflow / tensorflow/datasets
C4/en dataset download stopped
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 4.6k
- Forks
- 1.6k
- Avg merge
- 3h 54m
- Merged PRs (30d)
- 1
Description
What I need help with / What I was wondering
I am trying to download the clean version of C4/en dataset. The dataset should be 800 GB and the space I have is 2 TB. Unfortunately after some times, the training "stopped". I am disconnected from the VM and can't access it whithout rebooting it.
I was wondering what are the requirement (hardware) to download the clean version of c4? How long does it take to download it ?
What I've tried so far
import tensorflow_datasets as tfds
# Construct a tf.data.Dataset
ds = tfds.load('c4/en', split='train')
It would be nice if...
Could we have done anything to make things better (documentation, etc.)?
Environment information
(if applicable)
- Operating System: ubuntu 18.04
- Python version: 3.7
tensorflow-datasets/tfds-nightlyversion:tensorflow/tensorflow-gpu/tf-nightly/tf-nightly-gpuversion: 2.4.1
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reproducing the shown tfds.load('c4/en', split='train') download with the stated Ubuntu 18.04, Python 3.7, and TensorFlow 2.4.1 environment, while recording the available hardware and failure point. Determine whether the stopped download is a reproducible defect or missing guidance; done means a confirmed fix or documentation describing requirements and expected download behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- data, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100