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#1728 wasn't able to update the intel_rapl_DynPower model since the model is missing in model-db (see: sustainable-computing-io/kepler-model-db#27).
intel_rapl_DynPower
The task is to update the models when the linked bug is fixed.
The text was updated successfully, but these errors were encountered:
We set upper bound of MAE to 10 and MAPE to 20%. The SGDTrainer is much worse due to sparse data collected from latest Kepler as below.
MAE = 65.88490729951363 MAE MSE MAPE n energy_component energy_source Model Feature Group 0 65.884907 5580.690108 55.722063 172 package rapl-sysfs SGDRegressorTrainer_0 BPFOnly 1 0.000000 0.000000 -1.000000 172 core rapl-sysfs SGDRegressorTrainer_0 BPFOnly 2 0.000000 0.000000 -1.000000 172 uncore rapl-sysfs SGDRegressorTrainer_0 BPFOnly 3 2.876924 11.362931 54.496488 172 dram rapl-sysfs SGDRegressorTrainer_0 BPFOnly
I can upload the weight for DynPower with the remark of this potential model error.
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@sunya-ch Are we good to close this?
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#1728 wasn't able to update the
intel_rapl_DynPower
model since the model is missing in model-db (see: sustainable-computing-io/kepler-model-db#27).The task is to update the models when the linked bug is fixed.
The text was updated successfully, but these errors were encountered: