bschifferer
bschifferer
### Describe the documentation you'd like Inline Code Coverage of Merlin Models is around 40%. We should aim for X%. Merlin Models: ============================ Coverage for /workspace/01_MerlinDev/62_DocStrings/models/merlin/ ============================ --------------------------------------------------------- Summary ---------------------------------------------------------...
### Description We want to add a CI test, that collects metrics to understand if performance changes between releases. First step: - Add regression tests for session based transformer model...
### Description REES46 eCoommerce with XLNet + MLM Masking + Item Features (best configuration from paper) Create benchmark similar to https://github.com/NVIDIA-Merlin/Transformers4Rec/issues/610 . Provide results in similar tables/presentation, that we can...
### Bug description https://github.com/NVIDIA-Merlin/models/issues/964 demonstrated an issue with our data parallel training in Merlin Models. 1. What is the correct data loader to use? We have https://github.com/NVIDIA-Merlin/models/blob/main/merlin/models/tf/loader.py and then we...
### Description Example for https://github.com/NVIDIA-Merlin/Merlin/issues/407
### Bug description In data parallel training, we start multiple workers with different initialization of the dataloader and train with horovod. After each batch update, the parameters are synced. Merlin...
@radekosmulski developed the examples for dataloaders with native TensorFlow/PyTorch:https://github.com/NVIDIA-Merlin/dataloader/pull/47 I wonder how do we recommend to use the dataloaders without NVTabular. When we do not use NVTabular, we do not...
### Bug description The unit test of the 2-stage recommender system pipeline is shaky due to multiple reasons: - user_id sent to triton inference server does not exist in FEAST...
### Description Example of serving LightFM in Merlin Systems
### Bug description If I use `convert_df_to_triton_input` with a dataframe containing Null values, then I get an error: `ValueError: Column must have no nulls.` We could replace `.values_host` with `.to_pandas().values`....