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Issues list

I want to use CPU-based distributed approach to train a small recommendation model. Is there a demo available for me to refer to?
#3033 opened Jun 3, 2025 by Lenan22
Does TorchReD support distributed training of large-scale recommender systems on CPU?
#3031 opened Jun 3, 2025 by Lenan22
[Bug]: ManagedCollisionEmbeddingCollection returns all-zero embeddings after applying apply_optimizer_in_backward with RowWiseAdagrad
#3030 opened Jun 3, 2025 by rayhuang90
If I train with CPU and the embedding layer takes up too much space, how can I solve this problem?
#3029 opened Jun 3, 2025 by Lenan22
For training recommender systems using CPU, are there any optimization capabilities for embeddings?
#3028 opened Jun 3, 2025 by Lenan22
[Documentation] more accurate discription of behavior of KeyedJaggedTensor
#3013 opened May 29, 2025 by gouchangjiang
[BUG]: Cannot copy out of meta tensor; no data!
#3006 opened May 28, 2025 by gouchangjiang
3
Compatibility with PyTorch 2.7.0 and FBGEMM_GPU 1.2.0?
#2971 opened May 15, 2025 by xivid
7
ManagedCollisionEmbeddingBagCollectionSharder cannot support CPU
#2958 opened May 8, 2025 by YuandongXu-hotstar
1
CUDA error: an Illegal memory access was encountered
#2957 opened May 7, 2025 by ali-fani-sd
Can NVIDIA-Merlin/HierarchicalKV integrated to torchrec as EmbeddingBag Extension?
#2923 opened Apr 29, 2025 by hudengjunai
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
1
OOM when I create a 196GB embedding.
#2858 opened Mar 31, 2025 by zhaozheng09
2
[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
1
[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
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