---
tags: handoverOK, Movidius
---

# AI_Movidius stick 1

# [Movidius神經運算棒] 認識與操作Neural Compute SDK

https://blog.cavedu.com/2018/07/16/%EF%BC%BB%E7%BF%BB%E8%AD%AF%EF%BC%BD%E8%AA%8D%E8%AD%98%E8%88%87%E6%93%8D%E4%BD%9Cneural-compute-sdk%EF%BC%9Amvnccheck/

# Stick 1 's intel SDK and demo code

https://github.com/movidius/ncsdk
https://github.com/movidius/ncappzoo

### 5204 Enviorment
> 目前相關資源都放在 5204上~這台配有1T 的資料碟與256G ssd系統碟
> 你可存取5204 ~透過ssh scp SAMBA
> SAMBA 和 SSH 帳密皆為aewin/aewin !
> 目前5204 IP為 192.168.99.90

ssh aewin@192.168.99.90
or 
scp aewin@192.168.99.90:/home/aewin/test_file ./your_pc

# Cyril 's Movidius Code and Bin file

aewin@192.168.99.90:/home/aewin/work/work/work/Movidius
code : Movidius-OK.ipynb
bin :  graph

# Install Movidius SDK and Compile NN to Movidius model to do AI inference

https://github.com/movidius/ncsdk
why don't use docker?? using Docker comes with a lot of problem.!!!

### how to check graph is compatable and it's preformace

mvNCProfile ./frozen_model_inception_resnet_v2.pb   -in=Placeholder_only -on=InceptionResnetV2/Logits/Predictions

mvNCCheck ./frozen_model_inception_resnet_v2.pb -i ./stest299.jpg  -in=Placeholder_only -on=InceptionResnetV2/Logits/Predictions

### how to compile graph?

mvNCCompile -s 12 ./imagenet_resnet_v2_152_cyril_frzen.pb -in=input -on=InceptionResnetV2/AuxLogits/Logits/BiasAdd

> debug history
https://github.com/hsiaojung/tflearn_smo/blob/master/hhh

### How to dump input and output mode name

https://github.com/tensorflow/tensorflow/tree/master/tensorflow/tools/graph_transforms

@@@location /home/cyril/work/work/AI/tensorflow

0  export PATH="$HOME/bin:$PATH"


1. bazel-bin/tensorflow/python/tools/freeze_graph
2. bazel build tensorflow/tools/graph_transforms:summarize_graph
3. bazel-bin/tensorflow/tools/graph_transforms/summarize_graph --in_graph=tensorflow_inception_graph.pb
4. bazel-bin/tensorflow/tools/graph_transforms/summarize_graph --in_graph=../keras_to_tensorflow/vgg16_94834.pb

5. bazel-bin/tensorflow/tools/graph_transforms/summarize_graph --in_graph=../keras_to_tensorflow/cyril/saved_model.pb

6. bazel-bin/tensorflow/tools/graph_transforms/summarize_graph --in_graph=/home/cyril/work/work/AI/ncappzoo/tensorflow/inception_resnet_v2/inception_resnet_v2.pb

### How to freeze graph

python3 ../../../tensorflow/tensorflow/python/tools/freeze_graph.py --input_graph=inception_v3.pb --input_binary=true --input_checkpoint=inception_v3.ckpt --output_graph=inception_v3_frozen.pb --output_node_name=softmax
2278  python3 ../../../tensorflow/tensorflow/python/tools/freeze_graph.py --input_graph=inception_v3.pb --input_binary=true --input_checkpoint=inception_v3.ckpt --output_graph=inception_v3_frozen.pb --output_node_name=InceptionV3/Predictions/Reshape_1
 2283  python3 ../../../tensorflow/tensorflow/python/tools/freeze_graph.py --input_graph=inception_v3.pb --input_binary=true --input_checkpoint=inception_v3.ckpt --output_graph=inception_v3_frozen.pb --output_node_name=InceptionV3/Predictions/cyril
 2284  vim  ../../../tensorflow/tensorflow/python/tools/freeze_graph.py
 2285  python3 ../../../tensorflow/tensorflow/python/tools/freeze_graph.py --input_graph=inception_v3.pb --input_binary=true --input_checkpoint=inception_v3.ckpt --output_graph=inception_v3_frozen.pb --output_node_name=softmax
 2286  vim  ../../../tensorflow/tensorflow/python/tools/freeze_graph.py
 2287  python3 ../../../tensorflow/tensorflow/python/tools/freeze_graph.py --input_graph=inception_v3.pb --input_binary=true --input_checkpoint=inception_v3.ckpt --output_graph=inception_v3_frozen.pb --output_node_name=softmax
### How to output graph(pb)
 sudo  python3 ../tensorflow/tensorflow/python/tools/freeze_graph.py --input_graph=inception_v3.pb --input_binary=true  --input_checkpoint=inception_v3.ckpt  --output_graph=inception_v3_frozen.pb --output_node_name=InceptionV3/Predictions/Reshape_1

sudo python3 ../models/research/slim/export_inference_graph.py    --alsologtostderr  --model_name=inception_resnet_v2  --batch_size=1 --dataset_name=imagenet  --image_size=299 --output_file=./imagenet_resnet_v2_152_cyril.pb

### Run Demo Code to do AI

https://github.com/hsiaojung/tflearn_smo/blob/master/Movidius.ipynb