tensorflow / tensorflow/tensorboard
Bug Report: Tensorboard can not load all `Hyperparameters` keys, if call `writer.add_hparams` with different `hparam_dict` parameters.
Open
@yatbear is already working on this.
Since Mar 4, 2022.
stat:awaiting response
type:bug
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Description
Test code
from torch.utils.tensorboard import SummaryWriter
from conf import WRITER_PATH
writer = SummaryWriter(str(WRITER_PATH / "test1"))
with writer:
writer.add_hparams(hparam_dict={"height": 0}, metric_dict={"iou": 0.5})
writer.flush()
writer = SummaryWriter(str(WRITER_PATH / "test2"))
with writer:
writer.add_hparams(hparam_dict={"weight": 0}, metric_dict={"iou": 0.3})
writer.flush()
response
- We can see all
hparamsfrom response withheightandweight
Json response from /data/plugin/hparams/session_groups
```json { "sessionGroups": [ { "name": "test1/1646371009.676503", "hparams": { "height": 0.0 }, "metricValues": [ { "name": { "tag": "iou", "group": "" }, "value": 0.5, "wallTimeSecs": 1646371009.6773322, "trainingStep": 0 } ], "sessions": [ { "name": "test1/1646371009.676503", "status": "STATUS_SUCCESS", "metricValues": [ { "name": { "tag": "iou", "group": "" }, "value": 0.5, "wallTimeSecs": 1646371009.6773322, "trainingStep": 0 } ], "startTimeSecs": 0.0, "endTimeSecs": 0.0, "modelUri": "", "monitorUrl": "" } ], "monitorUrl": "" }, { "name": "test2/1646371009.6787846", "hparams": { "weight": 0.0 }, "metricValues": [ { "name": { "tag": "iou", "group": "" }, "value": 0.30000001192092896, "wallTimeSecs": 1646371009.679453, "trainingStep": 0 } ], "sessions": [ { "name": "test2/1646371009.6787846", "status": "STATUS_SUCCESS", "metricValues": [ { "name": { "tag": "iou", "group": "" }, "value": 0.30000001192092896, "wallTimeSecs": 1646371009.679453, "trainingStep": 0 } ], "startTimeSecs": 0.0, "endTimeSecs": 0.0, "modelUri": "", "monitorUrl": "" } ], "monitorUrl": "" } ], "totalSize": 2 } ```Page
Here the weight ONLY
Version
> tensorboard --version (py38)
TensorFlow installation not found - running with reduced feature set.
2.8.0
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