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NVIDIA-Merlin
Merlin Models is a collection of deep learning recommender system model reference implementations
### Description Update Merling Models to remove update or deprecated blocks. The changes will cover updating: - API - Tests - Examples - Documentation **Additional context** Here are the blocks...
@vysarge has done a number of benchmark and profiling experiments using using synthetic data comparing Merlin Models. In particular, she compared DLRM with the JoC DLRM TF implementation, whose experiments...
@vysarge has done a number of benchmark and profiling experiments using using synthetic data comparing Merlin Models. In particular, she compared DLRM with the JoC DLRM TF implementation, whose experiments...
- [ ] Fix the issue that XLA hits graph execution errors when enabled either a model.compile argument or TF_XLA_FLAGS env var. - [ ] Benchmark training time with and...
- [ ] Benchmark the usage of LazyAdam optimizer for the whole model and just for the embeddings (example here) and compare it to using the old Adam optimizer (TF...
### Bug description When we use `BroadCastToSequence` we cannot print the outputs from a middle block (without fitting the model). Most likely this is because `compute_output_shape` of the post block...
# 🚀 Feature request Is it possible to sample the negatives for the Two-Tower model from a column provided by the input data? For example, we want to sample negatives...
# 🚀 Feature request This feature request aims to improve the processing and passing of the context variable features in MM blocks by providing clear documentation and improving how this...
### Bug description ### Steps/Code to reproduce bug 1. I have four partition in 4 train1/part_0.parquet train1/part_1.parquet train1/part_2.parquet train1/part_3.parquet and four gpus I still get the error mesage: UserWarning: You...
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Merlin Models is a collection of deep learning recommender system model reference implementations