Tensorflow 2.10 Integration with DVCLive 1.3.1 In VsCode Extension

[SoyGema]

Hello there!
Congratulations in all the advancements related to DVCLive and bringing out a easier and straightfoward manner to conduct machine learning experiments ! 🥇

Under the context of Neural Machine Translation Tutorial and executing dvc exp run train_transformer , Im facing some unexpected behavior that I would like to share with you .

1. Live metrics are not being displayed in plots or in table. I´m guessing something is wrong with my dvc.yaml file ?
   I´ve changed the paths for metrics and follow documentation with code above . I know the model is training because I can print the metrics on CLI. I might be missing something , so apologies in advance ...

2. Super minor . This warning appears more than 20 times in between the printing of the metrics in CLI

WARNING:dvclive:`post_to_studio` `data` event failed. Data will be resent on next call.

Not making any harm per se , just a little bit annoying in between printing metrics in epochs.

Thanks in advance for the time dedicated to this, and congratulations !!

[SoyGema]

Findings :

2a. The message seems to be part of Live class and make_report method . Apparently the message is shown when there is no response for logging to studio .
2b. The method next_step calls make_report() wether we are integrated with studio or not and makes it if report_mode is not None .

This seems to be also confusing for some user thanks @daavoo for covering this Q in discord !

[daavoo]

Thanks @SoyGema

Live metrics are not being displayed in plots or in table. I´m guessing something is wrong with my dvc.yaml file ?

The paths need to be defined as in this P.R: https://github.com/SoyGema/Neural-Machine-Translation/pull/2/files

Super minor . This warning appears more than 20 times in between the printing of the metrics in CLI

This should be fixed in #423 and available on the next release