https://github.com/jiatln/hello_tf

https://github.com/jiatln/hello_tf

Last synced: about 1 month ago
JSON representation

• Host: GitHub
• URL: https://github.com/jiatln/hello_tf
• Owner: JiatLn
• Created: 2023-08-26T03:57:47.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-08-29T09:05:07.000Z (about 1 year ago)
• Last Synced: 2023-08-29T12:07:15.416Z (about 1 year ago)
• Language: Rust
• Size: 130 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
## Hello tensorflow

Learn tensorflow with rust & python

### perpare model

- install dependencies

```bash

pip install tensorflow

```

- generate model

```bash

python pys/gen_model.py

```

- test model with python

```bash

python pys/infer_local.py

```

### rust grpc infer server

- define infer proto

- generate rust code

- implement server

- test server with rust

```bash

cargo run --bin infer_server

```

### python grpc client

- install dependencies

```bash

pip install grpcio-tools

```

- generate python code

```bash

cd pys

python -m grpc_tools.protoc -I ../proto --python_out=. --grpc_python_out=. ../proto/infer.proto

```

- test client with python

```bash

python pys/infer_client.py

```

### Python process grpc server

- generate python code

```bash

cd pys

python -m grpc_tools.protoc -I ../proto --python_out=. --grpc_python_out=. ../proto/process.proto

```