tensorflow / tensorflow/datasets
import tensorflow_datasets as tfds
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bug
- Dominant language
- Python
- Stars
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- Forks
- 1.6k
- Avg merge
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Description
Short description
Loading GTZAN in google Colab does not work because the connection times out.
Reproduction instructions
import tensorflow_datasets as tfds
dataset = tfds.load('gtzan', split='train')
Error message:
ConnectionError: HTTPConnectionPool(host='opihi.cs.uvic.ca', port=80): Max retries exceeded with url: /sound/genres.tar.gz (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fc569d7bed0>: Failed to establish a new connection: [Errno 110] Connection timed out'))
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 running the reported Python snippet in Google Colab and inspect the GTZAN download path used by tfds.load('gtzan', split='train'). Trace the request to opihi.cs.uvic.ca and determine a reliable way for the dataset to load without timing out; done means the reproduction completes successfully.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- data, machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100