Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Update DeepRec README.md #5652

Merged
merged 1 commit into from
Sep 6, 2022
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 2 additions & 2 deletions python/friesian/example/deeprec/README.md
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
# Run DeepRec with BigDL
Here we demonstrate how to integrate [DeepRec](https://github.com/alibaba/DeepRec) into BigDL so as to easily build end-to-end recommendation pipelines for Spark data processing and DeepRec model training.

See [here](https://github.com/alibaba/DeepRec/tree/main/modelzoo/WDL) for the original Wide & Deep training example in DeepRec. This BigDL example uses BigDL Friesian for distribtued feature engineering and BigDL Orca for launching DeepRec distributed training on the Kubernetes cluster.
See [here](https://github.com/alibaba/DeepRec/tree/main/modelzoo/wide_and_deep) for the original Wide & Deep training example in DeepRec. This BigDL example uses BigDL Friesian for distribtued feature engineering and BigDL Orca for launching DeepRec distributed training on the Kubernetes cluster.

## 1. Environment Preparation
1. Enter the client node of the k8s cluster.
Expand Down Expand Up @@ -49,7 +49,7 @@ pip install tensorflow-1.15.5+deeprec2204-220614+glibc-cp37-cp37m-linux_x86_64.w
8. Run the program `wdl.py`. You may need to change the NFS configurations in `init_orca_context` according to your cluster settings.

## 2. Data Preparation
Please refer to the [README](https://github.com/alibaba/DeepRec/tree/main/modelzoo/WDL/data) of DeepRec's WDL example to download the dataset. Put `train.csv` and `eval.csv` under the same folder. The files should be accessible to all nodes in the cluster (e.g. in NFS).
Please refer to the [README](https://github.com/alibaba/DeepRec/tree/main/modelzoo/wide_and_deep/data) of DeepRec's WDL example to download the dataset. Put `train.csv` and `eval.csv` under the same folder. The files should be accessible to all nodes in the cluster (e.g. in NFS).

## 3. Train DeepRec WDL
- Local mode:
Expand Down