Comments (4)
mdreves
commented on August 14, 2024
We are looking into this, but don't yet have a clear solution. We would like to get the class id -> name mappings via the label vocab, but we don't always have access to the vocab so we are currently looking into getting the APIs we need.
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schmidt-jake
commented on August 14, 2024
Typically the vocab is computed/known in an upstream step... would it be the worst idea to update the EvalConfig proto to have a field for vocab?
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schmidt-jake
commented on August 14, 2024
@mdreves any thoughts about this suggestion?
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mdreves
commented on August 14, 2024
The idea has been floated internally a few times and we are still considering it, but the preference is to find something that is bundled with the model so that the config is shared across components.
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Related Issues (20)
- Unable to use custom Keras metrics with TFX evaluator component HOT 4
- AttributeError: partially initialized module error, test.py HOT 2
- Incorrect Documentation for MetricConfig
- Custom multilabel Keras metrics: dynamically initialize weight shape HOT 1
- Fairness indicator metrics do not show up HOT 5
- Validation bug when using feature values as slicing specs HOT 2
- No longer compatible with Dataflow runner v1 after v0.29
- Renaming Custom Layer breaks TFMA Evaluator HOT 6
- Error in merge_accumulators when using keras metrics on dataflow HOT 3
- TFMA analyze_raw_data function support with MultiClassConfusionMatrixPlot HOT 3
- Analytics HOT 1
- Breaking changes: tfma.metrics.MetricComputation `preprocessor` argument changed from accepting beam DoFn to `preprocessors` accepting a list of `Preprocessor` HOT 1
- Move to numpy >=1.20 because <1.20 is difficult to build on Apple Silicon HOT 4
- TFMA on Flink does not seems to be parallelizing work. HOT 5
- only integer values should be passed to num_instances metric. HOT 3
- Render_plot is failing HOT 2
- Feat: Have ability to return the HTML rather than creating the plots HOT 1
- CVE in Pyarrow dependency HOT 1
- CNN HOT 2
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