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Describe the bug
When using the TSX feature, there appears to be a bug in the timewise granularity.
I see the following error not specifying static covariate baselines in the AsymmetricShapleyValueConfig instantiation: ValueError: Baseline for static_covariates must be set.
When I do specify static covariate baselines in the AsymmetricShapleyValueConfig instantiation, I see the following: ValueError: Baseline for static_covariates is only supported for fine_grained. Used granularity: timewise.
To reproduce
Try to use the AsymmetricShapleyValueConfig instantiation with and without baselines for the static covariates.
Expected behavior
I would expect either specifying or not specifying the static covariate baselines to function with timewise granularity.
System information
A description of your system. Please provide:
SageMaker Python SDK version: 2.217.0
Framework name (eg. PyTorch) or algorithm (eg. KMeans): N/A (TSX)
Framework version: N/A (TSX)
Python version: 3.9 on the Processing Job, 3.10 on the notebook launching the job.
CPU or GPU: GPU & CPU
Custom Docker image (Y/N): N
The text was updated successfully, but these errors were encountered:
Thanks for reaching out. This looks like an bug on our end. We're working on a fix and release for this. For now please use fine_grained explanations instead. We'll include an update here when a fix is released.
Describe the bug
When using the TSX feature, there appears to be a bug in the
timewise
granularity.I see the following error not specifying static covariate baselines in the
AsymmetricShapleyValueConfig
instantiation:ValueError: Baseline for static_covariates must be set.
When I do specify static covariate baselines in the
AsymmetricShapleyValueConfig
instantiation, I see the following:ValueError: Baseline for static_covariates is only supported for fine_grained. Used granularity: timewise.
To reproduce
Try to use the
AsymmetricShapleyValueConfig
instantiation with and without baselines for the static covariates.Expected behavior
I would expect either specifying or not specifying the static covariate baselines to function with timewise granularity.
System information
A description of your system. Please provide:
The text was updated successfully, but these errors were encountered: