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Detectron2 - Same Code / Different platforms / highly divergent results
June 29, 2022, 7:22 a.m. | /u/caenum
Computer Vision www.reddit.com
I used different hardware/platforms to benchmark multiple possibilites. The Code runs in a jupyter Notebook.
When i evaluate the different losses i get highly divergent results.
I also checked the full .cfg with \`cfg.dump()\` - it is completely consistent.
I appreciate any help. Thanks in advance.
​
**1.Environment**
`Microsoft Azure - Machine Learning`
`STANDARD_NC6`
`Torch: 1.9.0+cu111`
Results:
​
https://preview.redd.it/2horcrkrhi891.png?width=426&format=png&auto=webp&s=6b28f01a6357f90a340b3c3f3766a9119b3c17ac
​
**2.Environment**
`GoogleColab free`
`Torch: 1.9.0+cu111`
​
Results:
​
https://preview.redd.it/0k0u2kkqhi891.png?width=426&format=png&auto=webp&s=9a6f738bc910c92fbdc9370bcd788b19fe6ee290
​
**Detectron2 Parameters:**
​
`cfg = get_cfg()`
`cfg.merge_from_file(model_zoo.get_config_file("COCO-Detection/retinanet_R_101_FPN_3x.yaml"))`
`cfg.DATASETS.TRAIN = …
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