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Create integration tests for ranking models (based on our research scripts) to check for
Stability of our API (unit tests) - by using advanced options (hparams) of the APIs that might break if changed
Accuracy and Throughput (integration tests) - Compute accuracy and throughput metrics for training and evaluation, and log properly so that it is possible to track over time if we have a drop in those metrics.
Research scripts from the MTL research, including preprocessing of AliCCP and training/eval of ranking models for Single Task Learning (MLP, DLRM, DCN-v2, DeepFM, Wide&Deep) and Multi-Task Learning (MMoE, PLE)
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Goals ⚽
Create integration tests for ranking models (based on our research scripts) to check for
Starting point
The text was updated successfully, but these errors were encountered: