facebookresearch/dlrm: An implementation of a deep learning recommendation model (DLRM)

3240
STARS
106
WATCHERS
733
FORKS
20
ISSUES

dlrm's Language Statistics

facebookresearch's Other Repos

Star history of dlrm
Issue history of dlrm

dlrm Recent Issues

Issue Title State Comments Created Date Updated Date Closed Date
Criteo Kaggle Display Advertising Challenge Dataset is missing. Data Processing Problem closed 2 2022-09-27 2022-09-22 2022-09-28
Latest DLRM model configuration open 1 2022-09-26 2022-09-22 -
Output of DLRM model closed 1 2022-09-13 2022-09-22 2022-09-20
Quantized Inference Accuracy closed 4 2022-08-29 2022-09-22 2022-09-16
How to pre-process dataset for torchrec_dlrm closed 1 2022-07-14 2022-09-22 2022-07-15
File fbgemm_gpu_py.so not found open 1 2022-07-10 2022-09-22 -
Unable to import mlperf_logging, No module named 'mlperf_logging' closed 4 2022-07-10 2022-09-22 2022-09-13
How long does data processing take? closed 1 2022-06-24 2022-09-22 2022-09-26
Does `change_lr` really work in torchrec_dlrm? open 2 2022-06-24 2022-09-22 -
Error running training with the bin dataset closed 3 2022-06-06 2022-09-22 2022-09-26
How to use dlrm to run pulic datasets? closed 2 2022-05-12 2022-09-22 2022-05-16
Criteo 1TB Click Logs dataset missing closed 6 2022-04-25 2022-09-22 2022-05-16
Embedding tables smaller than number of unique tokens closed 4 2022-04-21 2022-09-22 2022-05-16
Error when running multiprocess inference with nccl closed 11 2022-04-07 2022-09-22 2022-09-13
AttributeError: 'CriteoBinDataset' object has no attribute 'num_samples' closed 4 2022-03-28 2022-09-22 2022-05-16
Questions About the Mixed Embedding closed 1 2022-03-08 2022-09-22 2022-05-16
When training all input data(epoch 1), some indices are not accessed. closed 1 2022-03-05 2022-09-22 2022-03-10
why dense features does not enter bot_dnn if interaction is specified? closed 5 2022-02-17 2022-09-22 2022-06-16
Feature dictionary issue open 2 2022-02-03 2022-09-22 -
getCriteoAdData returns None closed 2 2022-01-24 2022-09-22 2022-01-25
The instructions are a bit unclear closed 4 2022-01-20 2022-09-22 2022-02-17
Opinions about dlrm_data_pytorch.py open 2 2022-01-04 2022-09-30 -
Confusing comment in dlrm_s_pytorch.py closed 2 2021-12-20 2022-09-22 2021-12-20
Code for Compositional and Mixed Embedding Tricks closed 2 2021-12-15 2022-09-22 2022-06-16
[Question] Best ACC & AUC Never Get Updated in Inference State / Function? open 3 2021-12-14 2022-09-22 -
Multi GPUs perform slower than single GPU for DLRM Training closed 2 2021-12-06 2022-09-22 2021-12-15
[Question] Purpose and Benefits of Using Bin Data Loader ? closed 5 2021-11-23 2022-09-22 2021-11-24
Why is the DLRM model only trained for one Epoch? closed 4 2021-11-18 2022-09-22 2021-12-14
Are the embedding tables stored in GPU memory when using '--use-gpu'? closed 2 2021-11-05 2022-09-22 2021-11-05
Running DLRM with Terabyte dataset on machine with less than one TB RAM closed 6 2021-10-25 2022-09-22 2021-11-18
How are categorical features encoded from strings to int? closed 3 2021-10-05 2022-09-22 2021-11-01
How to train with a part of Criteo Kaggle Ad dataset? closed 2 2021-10-03 2022-09-22 2021-11-18
How to improve training speed? closed 9 2021-09-23 2022-09-22 2021-11-08
Pooling operation in Criteo datasets closed 1 2021-08-31 2022-09-22 2021-09-01
How to get metrics (auc/accuracy/loss/precision/recall/f1) for both training/validation/test closed 5 2021-08-26 2022-09-22 2021-09-28
flatten tensor takes time on GPU, not CPU closed 2 2021-08-14 2022-09-22 2021-08-30
Missing value imputation closed 3 2021-08-12 2022-09-22 2021-09-01
Explanation of parameters closed 3 2021-08-12 2022-09-22 2021-08-30
Accuracy on Terabyte Dataset closed 2 2021-08-10 2022-09-22 2021-08-17
w/ memory-map on and w/o subsampling, how large RAM do I need to run DLRM on the full-sized Terabyte dataset? closed 14 2021-08-09 2022-09-22 2021-08-27
Save and Load Model in Caffe2 implementation closed 1 2021-08-04 2022-09-22 2021-08-12
if turn on --enable-profiling, training time slows down closed 1 2021-08-03 2022-09-22 2021-08-13
--save-model command closed 0 2021-07-29 2022-09-22 2021-07-30
How to configure the network to only consume the sparse or continuous features closed 1 2021-07-27 2022-09-22 2021-08-12
Lifecycle of embedding tables closed 1 2021-07-20 2022-09-22 2021-08-12
Update link to Criteo Kaggle Display Advertising Challenge Dataset closed 2 2021-07-12 2022-09-22 2021-09-01
Kaggle Dataset: validation and testing methodology closed 7 2021-07-09 2022-09-22 2021-07-17
there is a bug closed 2 2021-07-07 2022-01-15 2021-07-08
Synthetic data set closed 2 2021-07-05 2022-01-15 2021-09-03
Unable to import mlperf_logging closed 2 2021-06-15 2022-09-30 2021-06-16