Grouped table generation for unified embedding #2164
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Summary:
Implementing feature grouping in APS model generator to enable unified embedding onbaording to FM
This diff introduced a new config section "unified_embedding" inside `AdsFeatureArchEntityConfig` and `AdsFeatureArchConfig` (for v1/v2 compatibility)
Major configurable properties enabled in this section is as below:
* features
* {name: seeds}
* sharding
* type
* col_wise_shard_dim
* embedding_dim
There are other alternative to this design which has been thoroughly discussed in
Differential Revision: D58615622
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This pull request was exported from Phabricator. Differential Revision: D58615622 |
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Summary:
Implementing feature grouping in APS model generator to enable unified embedding onbaording to FM
This diff introduced a new config section "unified_embedding" inside
AdsFeatureArchEntityConfigandAdsFeatureArchConfig(for v1/v2 compatibility)Major configurable properties enabled in this section is as below:
There are other alternative to this design which has been thoroughly discussed in
Differential Revision: D58615622