changqi1 / DeepRec

DeepRec is a recommendation engine based on TensorFlow.
Apache License 2.0
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[Modelzoo] Rebuild DLRM to update API and enable DeepRec features. #51

Closed chenzhiyin closed 2 years ago

chenzhiyin commented 2 years ago

TODO:

enable following DeepRec feature: 7) StarServer 8) Auto Micro Batch same with https://github.com/alibaba/DeepRec/issues/127 9) FusedEmbedding API waiting related PR merged. 10) Smart Stage same with https://github.com/alibaba/DeepRec/issues/122 11) Auto Graph Fusion https://github.com/alibaba/DeepRec/issues/144 12) CPU Memory Optimization:START_STATISTIC_STEP, STOP_STATISTIC_STEP, jemalloc 14) AdamAsync Optimizer 15) BF16

Feature Doc: 1 ) Embedding Variable 7) GRPC++ 13) Incremental Checkpoint 14) AdagradDecay

(optional, default to closed.) 2) EmbeddingVariable进阶功能:特征淘汰 3) EmbeddingVariable进阶功能:特征准入 4) Dynamic-dimension Embedding Variable 5) Adaptive Embedding 6) Multi-Hash Variable https://github.com/alibaba/DeepRec/issues/145 17) WorkQueue