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products:sbc:vim4:npu:demos:vgg16
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products:sbc:vim4:npu:demos:vgg16 [2024/01/04 21:24] louis old revision restored (2023/09/20 01:13) |
products:sbc:vim4:npu:demos:vgg16 [2025/01/08 22:25] (current) louis |
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| ~~tag> | ~~tag> | ||
| + | |||
| + | **Doc for version ddk-3.4.7.7** | ||
| ====== VGG16 TensorFlow Keras VIM4 Demo 4 ====== | ====== VGG16 TensorFlow Keras VIM4 Demo 4 ====== | ||
| Line 22: | Line 24: | ||
| Follow Docker official documentation to install Docker: [[https:// | Follow Docker official documentation to install Docker: [[https:// | ||
| - | Then fetch the prebuilt NPU Docker | + | Follow |
| ```shell | ```shell | ||
| - | $ docker pull yanwyb/npu:v1 | + | docker pull numbqq/npu-vim4 |
| - | $ docker run -it --name | + | |
| - | -v / | + | |
| - | -v / | + | |
| - | yanwyb/ | + | |
| ``` | ``` | ||
| ==== Get convert tool ==== | ==== Get convert tool ==== | ||
| - | Download Tool from [[gl> | + | Download Tool from [[gh> |
| ```shell | ```shell | ||
| - | $ git clone https://gitlab.com/ | + | $ git lfs install |
| + | $ git lfs clone https://github.com/ | ||
| + | $ cd vim4_npu_sdk | ||
| + | $ ls | ||
| + | adla-toolkit-binary | ||
| ``` | ``` | ||
| + | |||
| + | * '' | ||
| + | * '' | ||
| + | * '' | ||
| + | |||
| + | <WRAP important> | ||
| + | If your kernel is older than 241129, please use branch npu-ddk-1.7.5.5. | ||
| + | </ | ||
| ==== Convert ==== | ==== Convert ==== | ||
| Line 72: | Line 82: | ||
| --quantize-dtype int8 --outdir tensorflow_output \ | --quantize-dtype int8 --outdir tensorflow_output \ | ||
| --channel-mean-value " | --channel-mean-value " | ||
| + | --inference-input-type " | ||
| + | --inference-output-type " | ||
| --source-file vgg16_dataset.txt \ | --source-file vgg16_dataset.txt \ | ||
| --iterations 500 \ | --iterations 500 \ | ||
| Line 93: | Line 105: | ||
| $ git clone https:// | $ git clone https:// | ||
| ``` | ``` | ||
| + | |||
| + | <WRAP important> | ||
| + | If your kernel is older than 241129, please use version before tag ddk-3.4.7.7. | ||
| + | </ | ||
| ==== Install dependencies ==== | ==== Install dependencies ==== | ||
| Line 116: | Line 132: | ||
| # Run | # Run | ||
| - | $ sudo ./vgg16 -m ../ | + | $ ./vgg16 -m ../ |
| ``` | ``` | ||
| + | |||
| + | {{: | ||
| + | |||
| + | {{: | ||
| <WRAP tip > | <WRAP tip > | ||
Last modified: 2024/01/04 21:24 by louis