ti-cloud-infer-framework


Nameti-cloud-infer-framework JSON
Version 0.1.6 PyPI version JSON
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home_pagehttps://git.woa.com/ti-cloud/ti-cloud-ems-infer/ti-cloud-infer-framework.git
SummaryModel Serving made Efficient in the Cloud
upload_time2023-04-08 08:24:27
maintainer
docs_urlNone
authorhayescao
requires_python>=3.6
licenseApache-2.0
keywords machine learning deep learning model serving
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # 框架环境变量

| 环境变量                        | 说明       | 默认值         |
|-----------------------------|----------|-------------|
| TI_MODEL_DIR                | 模型路径     | /data/model |
| TI_PREPROCESS_NUMS          | 预处理进程数   | 0       |
| TI_INFERENCE_NUMS           | 推理进程数    | 1           |
| TI_POSTPROCESS_NUMS         | 后处理进程数   | 0       |
| TI_INFERENCE_MAX_BATCH_SIZE | 推理Batch数 | 1           |

## 说明

- 当TI_PREPROCESS_NUMS==0且TI_POSTPROCESS_NUMS==0时; 
  
  model_service.py 文件中preprocess,postpress,predict 函数在一个进程中执行

- 否则,model_service.py 文件中preprocess, postpress, predict 函数分别处于不同进程中执行,

  load 函数与predict 函数处于同一进程; 

            

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