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DeepRec Estimator\n\nEstimator for DeepRec is based on TensorFlow Estimator, which is high-level TensorFlow API that greatly simplifies machine learning programming.\nEstimators encapsulate training, evaluation, prediction, and exporting for your model.\n\nNew features in DeepRec Estimator:\n-   Support GRPC++ for large scale distributed training in parameter server mode.\n-   Support StarServer for large scale distributed training in parameter server mode.\n\n## Installation\n\n### Prepare for build\n\n**CPU Dev Docker**\n\n| GCC Version | Python Version |                           IMAGE                           |\n| ----------- | -------------- | --------------------------------------------------------- |\n|   9.4.0     |    3.8.10      | alideeprec/deeprec-build:deeprec-dev-cpu-py38-ubuntu20.04 |\n\n**GPU(cuda11.6) Dev Docker**\n\n| GCC Version | Python Version | CUDA VERSION |                           IMAGE                                 |\n| ----------- | -------------- | ------------ | --------------------------------------------------------------- |\n|    9.4.0    |    3.8.10      | CUDA 11.6.2  | alideeprec/deeprec-build:deeprec-dev-gpu-py38-cu116-ubuntu20.04 |\n\n### Build from source\n\nDevelop Branch：master, Latest Release Branch: deeprec2302\n\n**Build Package Builder**\n\n```bash\nbazel build //tensorflow_estimator/tools/pip_package:build_pip_package\n```\n\n**Build Package**\n\n```bash\nbazel-bin/tensorflow_estimator/tools/pip_package/build_pip_package /tmp/estimator_whl\n```\n\nInstalling DeepRec will install the native tensorflow-estimator by default, please reinstall the compiled Estimator.\n\n## More details\n\n* [GRPC++](https://github.com/DeepRec-AI/DeepRec/blob/main/docs/docs_en/GRPC%2B%2B.md)\n* [StarServer](https://github.com/DeepRec-AI/DeepRec/blob/main/docs/docs_en/StarServer.md)\n\nSee TensorFlow Estimator [getting started guide](https://www.tensorflow.org/guide/estimators) for an introduction to the Estimator APIs.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeeprec-ai%2Festimator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdeeprec-ai%2Festimator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeeprec-ai%2Festimator/lists"}