recommenders-addons

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# Description In my previous tests, there was only one TFRA Embedding object passed into the trackables in the save loading function, even though there were multiple TFRA Embedding objects...

MoFHeka

The sample demo have some bug.

21

tensorflow: 2.8.0 tfra: 0.6.0 * I download my demo, the path is demo/dynamic_embedding/movielens-1m-keras-ps/movielens-1m-keras-ps.py。 Acoording to the file, I sh start.sh ,The bug is show 。 

sosixyz

inference mode issue

1

**After exporting the model for prediction, I found that setting de.enable_inference_mode() is required.** and comment is : **de.enable_inference_mode()** TrainableWrapper.read_value` is not thread-safe that causes threads competition and Out-Of-Bound exception in...

beijinggao

Support more hkv strategy

1

# Description Support more hkv evict strategy ## Type of change - [ ] Bug fix - [ ] New Tutorial - [ ] Updated or additional documentation - [...

LinGeLin

Enable link-time optimization in compiler.

1

# Description This will enable link-time optimization the base image, which will in turn enable us to compile RocksDB from source as a direct dependency of TFRA. ## Type of...

bashimao

…iables with different properties # Description Brief Description of the PR: When multiple variable share same name with different properties in graph mode, reusing `Variable` in python makes only the...

Lifann

`freq_var` is not saved in `save_weights()`, which causes `restrict()` does not work on loaded models

2

**Code to reproduce the issue** ```python import tensorflow as tf import tensorflow_recommenders as tfra import tensorflow_recommenders_addons.dynamic_embedding as de def build_model(): embedding = de.keras.layers.Embedding( embedding_size=8, init_capacity=1000, restrict_policy=de.FrequencyRestrictPolicy, name='UserDynamicEmbeddingLayer', ) return tf.keras.Sequential([...

huangenyan

Support for Python 3.10?

1

I'm trying to run the [dynamic embedding tutorial](https://github.com/tensorflow/recommenders-addons/blob/master/demo/dynamic_embedding/movielens-1m-keras-notebook/movielens_dynamic_embedding_tutorial.ipynb) on Colab, but Python 3.9 is no longer supported, which is the latest version that TFRA is built against. Is there any...

philipkd

Support `MultiWorkerMirroredStrategy` distributed training strategy for dynamic embeddings

11

I tried to explore available approaches for distributed training of large-scale recommendation models with huge embedding tables and tried to use TFRA `DynamicEmbedding` combined with `MultiWorkerMirroredStrategy`. - Target task is...

sivukhin

WarmStartHook bug: AttributeError: 'Tensor' object has no attribute '_resource_handle'

4

**System information** - OS Platform and Distribution : Ubuntu 20.04.4 - TensorFlow version and how it was installed (source or binary): 2.8.3 and binary - TensorFlow-Recommenders-Addons version and how it...

lixiang-repo