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ML Bench

價格:免費

更新日期:2019-07-12

檔案大小:99M

目前版本:1.4.0.7

版本需求:Android 7.0 以上版本

官方網站:mailto:etinum@gmail.com

ML Bench(圖1)-速報App

Machine Learning Benchmark Tool (ML Bench) (AI Benchmark Tool)

Supported models :

- MobileNet v1

- MobileNet v2

- Inception v3

- Resnet v2 50

- SSD Mobilenet v1 (Object Detection)

Supported runtime :

- Tensorflow Lite

- Tensorflow Mobile

- Android NN

- SNPE (for Qualcomm)

SideLoad Support:

How to side load your model :

1. Convert your model to tflite (using toco) or dlc (using snpe conversion tool).

2. On your local machine, create [Model Name] directory

ML Bench(圖2)-速報App

3. Copy your model file to the directory created in step 2

4. Create a file called meta-data.json in the [Model Name] directory

example of meta-data.json :

{

"xres" : 299,

"yres" : 299,

"depth" : 3,

"input_type" : "float",

"output_type" : "float",

"input_name" : "input:0",

"output_name" : "InceptionV3/Predictions/Reshape_1:0",

"image_mean" : 0,

"image_std" : 0,

"accelerator":"dsp",

}

5. push [Model Name] directory to the target device using below command

ML Bench(圖3)-速報App

adb push ./[Model Name] /sdcard/Android/data/com.etinum.mlbench/files/models/

ML Bench(圖4)-速報App