pytorch/torchrec

Issues

• Open sourcing some slides on Introduction to Torchrec

  #1986 opened 11 days ago by henrylhtsang
  0

• Cannot compute the gradients of EmbeddingBagCollection.

  #1614 opened 5 months ago by ZhuYuJin
  9

• dynamic embedding may lead to segmentation faults

  #2006 opened 13 days ago by sherlockkenan
  1

• No v0.7 found on https://download.pytorch.org/whl/torchrec/

  #1989 opened 13 days ago by unavailableun
  1

• EmbeddingCollection+KeyedJaggedTensor+vbe the inverse_indices don't work

  #1895 opened a month ago by yjjinjie
  2

• quantize_embeddings + KeyedJaggedTensor+ vbe cannot work

  #1894 opened a month ago by yjjinjie
  3

• How to freeze params of an embedding table in EmbeddingBagCollection？

  #1990 opened 15 days ago by tiankongdeguiji
  3

• `AttributeError: 'NoneType' object has no attribute '_dynamo_weak_dynamic_indices'` when using row-wise sharding

  #1890 opened a month ago by jiannanWang
  2

• `ValueError: Tensors must be contiguous` when running a specific model in DistributedModelParallel with world size equaling 2

  #1889 opened a month ago by jiannanWang
  1

• gpu version `int_nbit_split_embedding_codegen_lookup_function` not support `indices` and `offsets` with uint64 dtype

  #1830 opened 2 months ago by tiankongdeguiji
  3

• How to share embeddings of some features between two EmbeddingBagCollections？

  #1916 opened a month ago by tiankongdeguiji
  6

• weight init in embedding_config should depend on embedding_dim

  #1824 opened 2 months ago by di-wnd
  8

• Long running time when using torch.compile with DistributedModelParallel and dynamo errors

  #1888 opened a month ago by jiannanWang
  0

• [Question] When should I use FusedEmbeddingBagCollection over EmbeddingBagCollection?

  #1741 opened a month ago by JacoCheung
  6

• DMP doesn't broadcast DataParallel ShardingType embedding table from the process with rank 0 to all other processes

  #1739 opened 3 months ago by tiankongdeguiji
  13

• [Question] why torchrec explicit make dp lookup as DistributedDataParallel instead of letting DistributedModelParallel handle it?

  #1829 opened 2 months ago by shijieliu
  0

• Colab demo not working

  #1736 opened 3 months ago by devinbost
  4

• error with lengths = [1, 1, 1, 1,...., 1, 1, 1]

  #1756 opened 3 months ago by xiexbing
  1

• how to generate KeyedJaggedTensor on GPU

  #1715 opened 3 months ago by xiexbing
  4

• Torchrec_Introduction.ipynb error

  #1630 opened 4 months ago by JerryQGui
  1

• Inconsistent training result when getting duplicate inputs

  #1298 opened 10 months ago by newsbreak-tianxiang
  3

• Make fbgemm an optional dependency

  #1483 opened 4 months ago by akreuzer
  2

• assert table.local_cols % 4 == 0

  #1612 opened 5 months ago by forcekeng
  2

• Error when testing installation of torchec

  #1611 opened 5 months ago by justin8shan
  2

• Has anyone been able to run torchrec on Mac OS?

  #1609 opened 5 months ago by justin8shan
  6

• [Bug] the number of embedddings in ManagedCollisionCollection must be a multiple of the number of devices

  #1591 opened 5 months ago by fangleigit
  3

• [Bug Find] sparse feature values type mismatch for Inference library

  #1587 opened 5 months ago by yinpeiqi
  0

• how to print sharding plan

  #1554 opened 6 months ago by xiexbing
  11

• [feature request] support exporting the model to ONNX format

  #1550 opened 6 months ago by opringle
  2

• Adding scale_grad_by_freq option to torchrec embedding

  #1537 opened 6 months ago by fangleigit
  0

• EmbeddingBagCollection is not allowed to set embedding_dim=1, but many model need it for WideArch

  #1495 opened 7 months ago by tiankongdeguiji
  1

• Transformer block that supports jagged tensor as input

  #1502 opened 7 months ago by yuhuishi-convect
  1

• Retrieval Example: Failed load from saved model

  #1497 opened 7 months ago by nfrumkin
  0

• AttributeError: 'FusedEmbeddingCollection' object has no attribute 'device'

  #1476 opened 7 months ago by angxu
  3

• Inference docker does not support torchrec 0.5.0?

  #1449 opened 7 months ago by tiankongdeguiji
  1

• torchrec memory benchmark

  #1413 opened 8 months ago by xiexbing
  1

• is your code better performing than other recommender systems packages: just better recommendation/prediction quality

  #1398 opened 8 months ago by Sandy4321
  8

• Nightly packages should have same package name as regular packages

  #1313 opened 8 months ago by ezyang
  3

• Data parallel across nodes, sharding across local devices

  #1292 opened 10 months ago by abadrinath947
  3

• How to debug/print the gradient calculated by torchrec or dmp?

  #1293 opened 8 months ago by ptx9363
  2

• [Question] Best way to shard model with more than one EmbeddingCollection/EmbeddingBagCollection

  #1388 opened 8 months ago by shijieliu
  5

• the support of dynamic embedding

  #1256 opened 9 months ago by xiexbing
  3

• [WinError 193] %1 is not a valid Win32 application

  #1259 opened 9 months ago by JamesMachine
  1

• RandomRecDataset is not very representative

  #1330 opened 9 months ago by ezyang
  5

• does does torchrec support hierarchical storage like hbm/mem/ssd?

  #1281 opened 10 months ago by zmxdream
  2

• automatic planner and customized planning

  #1257 opened 10 months ago by xiexbing
  1

• How to initialize FusedEmbeddingBagCollection&DMP with Adam optimizer?

  #1275 opened 10 months ago by newsbreak-tianxiang
  3

• why this simple piece of code running well on gpu but not working on cpu

  #1255 opened 10 months ago by Ye-Tian-Zero
  5

• Avoid using `torch.empty` as the input to operations

  #1268 opened 10 months ago by kurtamohler
  2

• Inference Docker build fails

  #1258 opened a year ago by coppock
  0