markdown BM1682 SDK2.0操作

Posted 2021-05-05

0. docker install:
     sudo apt-get install docker.io
     sudo usermod -aG docker $USER

1. docker load:
     docker load < bmnnsdk-bm1682_v2.0.1.docker

2. docker run:
     bmnnsdk2/bmnnsdk2-bm1682_v1.1.3.2$ ./docker_run_bmnnsdk.sh

3. initialize env in docker container:
     cd scripts/
     ./install_lib.sh nntc
     cd ../test/
     source envsetup_cmodel.sh
 
4. basic Model converation:
     cd /workspace/examples/Basic/model/tf_model
     ./generate_verify_bmodel.sh

5. verify new basic Bmodel:
     root@ec70e9c0afdf:/workspace/examples/Basic/model/tf_model# bmrt_test --context_dir=./out/mobilenet/ --chipname=BM1682

6. complicated Model converation:
     cd /workspace
     pip3 install /workspace/examples/SplitModel/python3/x86/sophon-1.1.3-py3-none-any.whl
     python3 examples/SplitModel/tests/x86/run_auto_split.py --model_path=/workspace/examples/SplitModel/tests/deeplabv3_mobilenetv2.pb --save_dir=out --model_type=deeplab --width=513 --height=513

7. do inference for new Bmodel:
     python3 examples/SplitModel/tests/x86/run_auto_infer.py --model_path=/workspace/examples/SplitModel/tests/deeplabv3_mobilenetv2.pb --save_dir=out --model_type=deeplab --width=513 --height=513