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76 Open 138 Closed
76 Open 138 Closed
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Issues list

How to preprocess String ID features at training and inference stage in torchrec? such as tag_id in {"A", "B", "C", "D"}?
#2909 opened Apr 23, 2025 by cnglen
how to freeze embedding
#2908 opened Apr 23, 2025 by threestone965
embeddingbagcollection 16p vs 8p
#2904 opened Apr 22, 2025 by imhandsome
Does torchrec support implicit feedback datasets?
#2873 opened Apr 9, 2025 by JorgeBonillaSD
OOM when I create a 196GB embedding.
#2858 opened Mar 31, 2025 by zhaozheng09
1
[Question] Is there a way to run torchrec on sm_100?
#2854 opened Mar 28, 2025 by xivid
[Bug]: ShardedManagedCollisionEmbeddingCollection throws an IndexError when "return_remapped_features=True"
#2838 opened Mar 20, 2025 by rayhuang90
@kausv
1
TypeError: unsupported operand type(s) for /: 'Tensor' and 'NoneType' when use mc-ebc and mean pooling
#2828 opened Mar 17, 2025 by tiankongdeguiji
1
The static_dict_gather function encounters precision issue when use mc-ebc
#2827 opened Mar 17, 2025 by tiankongdeguiji
1
roadmap 2025 H1 H2
#2825 opened Mar 17, 2025 by zhaozheng09
[Question] Is there any way to apply AdamW as optimizer for sparse features
#2821 opened Mar 14, 2025 by shan-jiang-faire
row-wise alltoall error when some embeddings use mean pooling and others use sum pooling
#2808 opened Mar 12, 2025 by tiankongdeguiji
2
Floating point exception (core dumped) when use quantize embeddings with float32 dtype
#2807 opened Mar 12, 2025 by tiankongdeguiji
3
Support empty batch for EmbeddingCollection
#2773 opened Feb 28, 2025 by JacoCheung
Simple example of using torchrec on movielens dataset
#2749 opened Feb 16, 2025 by ankur6ue
does torchrec support stream train?
#2748 opened Feb 16, 2025 by freshduer
Is there still anyone working on dynamic embedding now, and when will it be in the official release?
#2735 opened Feb 8, 2025 by freshduer
8
[Question] How to deal with multiple loss backward and optimize?
#2729 opened Feb 6, 2025 by WhoisZihan
3
In what scenarios should QuantManagedCollisionEmbeddingCollection be used?
#2724 opened Feb 5, 2025 by tiankongdeguiji
5
Getting no kernel image error
#2708 opened Jan 28, 2025 by ankur6ue
3
Failed to load the model in two_tower_retrieval.py script
#2679 opened Jan 11, 2025 by wei-m-teh
DMP is a must to use when do inference?
#2673 opened Jan 9, 2025 by Ostring24
1
[Question] Could we consider utilizing the index_mapping feature of IntNBitTableBatchedEmbeddingBagsCodegen to enhance the inference performance of QuantManagedCollisionEmbeddingCollection
#2669 opened Jan 8, 2025 by tiankongdeguiji
8
wrong local_world_size fallbacks to global world size with slurm
#2667 opened Jan 7, 2025 by JacoCheung
why dense_embedding_codegen_lookup_function has No DispatchKey::Autograd with DataParallel
#2657 opened Dec 27, 2024 by imhandsome
6
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