tensorflow / tensorflow/datasets
cannot download coco 2014
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Description
Short description
I try to download coco2014 with the following code.
trainset = tfds.load(name = "coco/2014", split = tfds.Split.TRAIN, download = True);
tfds complains that
2020-09-07 10:38:48.913458: E tensorflow/core/platform/cloud/curl_http_request.cc:611] The transmission of request 0x58a3e90 (URI: https://www.googleapis.com/storage/v1/b/tfds-data/o/dataset_info%2Fcoco%2F2014%2F1.1.0?fields=size%2Cgeneration%2Cupdated) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.00351 (No error), connect time: 60.0547 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)
I try to open the link given in the error message and get the json response
{
"error": {
"code": 404,
"message": "No such object: tfds-data/dataset_info/coco/2014/1.1.0",
"errors": [
{
"message": "No such object: tfds-data/dataset_info/coco/2014/1.1.0",
"domain": "global",
"reason": "notFound"
}
]
}
}
by the way, how can I use the downloaded 1.0.0 version coco2014 tfds dataset?
Environment information
- Operating System: ubuntu 18.04
- Python version: 3.6.9
tfds-nightlyversion: 3.2.1.dev202009060105tensorflowversion: 2.3.0
Reproduction instructions
trainset = tfds.load(name = "coco/2014", split = tfds.Split.TRAIN, download = True);
Link to logs
If applicable, <link to gist with logs, stack trace>
Expected behavior
the coco 2014 should be download without problem.
Additional context
Add any other context about the problem here.
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 reported tfds.load(name="coco/2014", split=tfds.Split.TRAIN, download=True) failure in the stated TensorFlow Datasets environment. Investigate why the loader requests the missing 1.1.0 metadata object when a 1.0.0 dataset is available; the issue is done when the supported COCO 2014 dataset downloads successfully or the version-selection behavior is clearly resolved.
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
- Mostly clear
- Newbie friendliness
- 35/100