DeepRec-AI/HybridBackend

Issues

• ParquetDataset support configuration with default value

  #156 opened 10 months ago by Markz2z
  0

• Op type not registered 'HbGetNcclId' in binary

  #159 opened 9 months ago by ZhuYuJin
  0

• Train got error died with <Signals.SIGSEGV: 11>

  #153 opened a year ago by dixingxing0
  3

• Training is very slow

  #155 opened a year ago by dixingxing0
  4

• Error in multi-card in a single machine mode

  #154 opened a year ago by dixingxing0
  0

• hb.data.ParquetDataset in hb.estimator.train_and_evaluate will loss data

  #152 opened a year ago by karterotte
  1

• No OpKernel was registered to support Op 'HbSparseSegmentMeanGrad1' used by node

  #151 opened a year ago by karterotte
  0

• to_sparse failed for Value with ragged_rank > 1 read from parquet file

  #69 opened 2 years ago by SamJia
  9

• Exception occurs when call `batch` with ragged tensor

  #147 opened 2 years ago by DelightRun
  0

• How to realize gradient truncation function in HB Pkg

  #94 opened 2 years ago by taoyun951753
  0

• Throughput is lower than TFRecords when there are many strings in Parquets file

  #138 opened 2 years ago by deepllz
  0

• hb.data.ParquetDataset will discard some data

  #121 opened 2 years ago by silingtong123
  0

• EmbeddingLookupRewritingForDeepRecEV Add "part0" to op-name twice

  #117 opened 2 years ago by karterotte
  0

• Deeprec hangs in distributed mode.

  #125 opened 2 years ago by silingtong123
  0

• init_from_checkpoint throw Exception when using hb.keras.Model

  #120 opened 2 years ago by karterotte
  1

• hb.keras.model evaluate error

  #118 opened 2 years ago by karterotte
  0

• Failed to train with multiple GPUs in single node

  #122 opened 2 years ago by ZhuYuJin
  0

• error: Variables not initialized: communicator/1/HbNcclCommHandleOp

  #78 opened 2 years ago by shijieliu
  0

• How to place the embeddings on gpu?

  #102 opened 2 years ago by taoyun951753
  0

• merge embedding table

  #100 opened 2 years ago by zhaozheng09
  0

• ParquetDataset benchmark add tfrecord data

  #97 opened 2 years ago by welsonzhang
  0

• Following the BUILD.md tutorial, something is wrong

  #101 opened 2 years ago by taoyun951753
  0

• QR code is invalid

  #106 opened 2 years ago by co63oc
  2

• Error when drop_reminder=True using rebatch API

  #56 opened 2 years ago by liurcme
  1

• How to pad a column to specific size when using hb.data.ParquetDataset ?

  #99 opened 2 years ago by taoyun951753
  0

• Row-wise shuffling required

  #107 opened 2 years ago by 2sin18
  0

• Sync training with ParquetDataset, Use PS-Worker，The system may block because some worker stop early.

  #96 opened 2 years ago by zhbhhb
  0

• ParquetDataset should be able to skip corrupted data

  #104 opened 2 years ago by 2sin18
  0

• DLRM model on A100 8cards training

  #95 opened 2 years ago by zhaozheng09
  1

• Feature Request: Supports prefetching data to GPU

  #74 opened 2 years ago by 2sin18
  3

• model.summary didn't show model layers

  #87 opened 2 years ago by karterotte
  0

• hb.keras.Model.load_weight support logging details

  #86 opened 2 years ago by karterotte
  0

• hb.keras.Model's fit() func support dataset multiple labels

  #85 opened 2 years ago by karterotte
  1

• tf.keras.layers.DenseFeatures api as the candidate of hb.feature_column.DenseFeatures can not work with tf.feature_column.shared_embedding_columns

  #93 opened 2 years ago by taoyun951753
  1

• Multi worker jobs run error under hb.keras api

  #92 opened 2 years ago by taoyun951753
  0

• Metrics in HB multi outputs job don't get correctly

  #90 opened 2 years ago by taoyun951753
  0

• feature_column bucket_size is 6, use 8 gpus, then worker-5 and worker-6 'save/RestoreV2' failed

  #89 opened 2 years ago by zhbhhb
  0

• the EarlyStopping callback not working well on multi worker distribute training job

  #88 opened 2 years ago by taoyun951753
  0

• Dataset iterator can't be warpped in the hybridBackend scope

  #84 opened 2 years ago by fuhailin
  0

• Support keras.Model convert to hb.keras.Model by one function

  #82 opened 2 years ago by karterotte
  0

• Support Keras load_weights to do model transfer or inherit

  #81 opened 2 years ago by karterotte
  0

• support ARROW_NUM_THREADS in ParquetDataset

  #67 opened 2 years ago by karterotte
  1

• support keras fit history in estimator's train_and_evaluate

  #76 opened 2 years ago by karterotte
  1

• hybridbackend 0.6.0a2 version raise ValueError when ParquetDataset wrapped by parallel_interleave ops

  #62 opened 2 years ago by fuhailin
  0

• hb.data.ParquetDataset support Case-sensitive-fields

  #51 opened 3 years ago by karterotte
  0

• Feature Request: Support fixed length list

  #53 opened 3 years ago by 2sin18
  0

• Using shuffle or rebatch may cause OOM problem

  #43 opened 3 years ago by liurcme
  5

• Feature Request: Support hybrid parallelism.

  #37 opened 3 years ago by 2sin18
  0

• rebatch api produce an Check failed: limit <= dim0_size error

  #44 opened 3 years ago by liurcme
  2

• Error when running imported/restored model that uses feedable iterator

  #45 opened 3 years ago by fuhailin
  0