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DeepRec-AI
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HybridBackend
A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster
Apache License 2.0
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[DATA] Introduce new RebatchDataset to replace rebatch and rectify
#110
2sin18
closed
1 year ago
1
[DOC] Refines documentation for new tabular dataset API
#109
2sin18
closed
1 year ago
0
[DATA] Introduce new tabular dataset API with row-wise shuffling
#108
2sin18
closed
1 year ago
1
Row-wise shuffling required
#107
2sin18
closed
1 year ago
0
QR code is invalid
#106
co63oc
closed
1 year ago
2
[DATA] Support skipping corrupted data
#105
2sin18
closed
1 year ago
0
ParquetDataset should be able to skip corrupted data
#104
2sin18
closed
1 year ago
0
[CI] Upgrades third-party libraries
#103
2sin18
closed
1 year ago
1
How to place the embeddings on gpu?
#102
taoyun951753
closed
1 year ago
0
Following the BUILD.md tutorial, something is wrong
#101
taoyun951753
closed
1 year ago
0
merge embedding table
#100
zhaozheng09
closed
1 year ago
0
How to pad a column to specific size when using hb.data.ParquetDataset ?
#99
taoyun951753
closed
1 year ago
0
[DIST] Support sync training of imbalanced data across devices
#98
2sin18
closed
1 year ago
1
ParquetDataset benchmark add tfrecord data
#97
welsonzhang
closed
1 year ago
0
Sync training with ParquetDataset, Use PS-Worker，The system may block because some worker stop early.
#96
zhbhhb
closed
1 year ago
0
DLRM model on A100 8cards training
#95
zhaozheng09
closed
1 year ago
1
How to realize gradient truncation function in HB Pkg
#94
taoyun951753
closed
1 year ago
0
tf.keras.layers.DenseFeatures api as the candidate of hb.feature_column.DenseFeatures can not work with tf.feature_column.shared_embedding_columns
#93
taoyun951753
closed
1 year ago
1
Multi worker jobs run error under hb.keras api
#92
taoyun951753
closed
1 year ago
0
[DIST] Multiple enhancement in `hb.keras`.
#91
francktcheng
closed
1 year ago
0
Metrics in HB multi outputs job don't get correctly
#90
taoyun951753
closed
1 year ago
0
feature_column bucket_size is 6, use 8 gpus, then worker-5 and worker-6 'save/RestoreV2' failed
#89
zhbhhb
opened
1 year ago
0
the EarlyStopping callback not working well on multi worker distribute training job
#88
taoyun951753
opened
1 year ago
0
model.summary didn't show model layers
#87
karterotte
closed
1 year ago
0
hb.keras.Model.load_weight support logging details
#86
karterotte
closed
1 year ago
0
hb.keras.Model's fit() func support dataset multiple labels
#85
karterotte
closed
1 year ago
1
Dataset iterator can't be warpped in the hybridBackend scope
#84
fuhailin
opened
2 years ago
0
[DIST] Support loading weights and Functional API in Keras.
#83
francktcheng
closed
2 years ago
0
Support keras.Model convert to hb.keras.Model by one function
#82
karterotte
closed
2 years ago
0
Support Keras load_weights to do model transfer or inherit
#81
karterotte
closed
2 years ago
0
[CI] Refactors directory layout
#80
2sin18
closed
2 years ago
1
[DIST] Support data sync and evaluation using embedding_lookup_* API
#79
2sin18
closed
2 years ago
2
error: Variables not initialized: communicator/1/HbNcclCommHandleOp
#78
shijieliu
closed
1 year ago
0
[DIST] Support hybrid parallelism for embedding_lookup_* API
#77
2sin18
closed
2 years ago
2
support keras fit history in estimator's train_and_evaluate
#76
karterotte
closed
2 years ago
1
[DATA] Supports `hb.data.Iterator`
#75
2sin18
closed
2 years ago
1
Feature Request: Supports prefetching data to GPU
#74
2sin18
closed
2 years ago
3
[CI] Fixes GitHub workflows
#73
2sin18
closed
2 years ago
1
[CI] Refactors tools and workflows
#72
2sin18
closed
2 years ago
1
[Data] Fix nested list support
#71
2sin18
closed
2 years ago
1
[Data] Fix support for nested list
#70
2sin18
closed
2 years ago
0
to_sparse failed for Value with ragged_rank > 1 read from parquet file
#69
SamJia
opened
2 years ago
9
[DOC] Refine README
#68
2sin18
closed
2 years ago
0
support ARROW_NUM_THREADS in ParquetDataset
#67
karterotte
closed
2 years ago
1
[TRAIN] Support hb.train.Policy for easier training customization
#66
2sin18
closed
2 years ago
1
[EMB] Refine embedding lookup and saved model export
#65
2sin18
closed
2 years ago
1
[CI] Improve modularity and compatibility
#64
2sin18
closed
2 years ago
1
[CI] Sort imports and refine wheel building
#63
2sin18
closed
2 years ago
1
hybridbackend 0.6.0a2 version raise ValueError when ParquetDataset wrapped by parallel_interleave ops
#62
fuhailin
closed
2 years ago
0
[CI] Upgrade version to 0.5.4
#61
2sin18
closed
2 years ago
0
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