ML Bench for Android APK

Tavsif

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

Qo'llab-quvvatlanadigan modellar:

- MobileNet v1

- MobileNet v2

- Boshlanish v3

- Resnet v2 50

- SSD Mobilenet v1 (ob'ektni aniqlash)

Qo'llab-quvvatlanadigan ish vaqti:

- Tensorflow Lite

- Tensorflow Mobile

- Android NN

- SNPE (Qualcomm uchun)

Yon yukni qo'llab-quvvatlash:

Modelingizni yon tomondan qanday yuklash kerak:

1. Modelingizni tflite (toco-dan foydalanib) yoki dlc (snpe aylantirish vositasi yordamida) ga aylantiring.

2. Mahalliy mashinangizda [Model nomi] katalogini yarating

3. Model faylingizni 2-bosqichda yaratilgan katalogga nusxalang

4. [Model nomi] katalogida meta-data.json nomli fayl yarating

meta-data.json misoli:

"xres": 299,

"yil": 299,

"chuqurlik": 3,

"input_type" : "float",

"output_type": "float",

"input_name" : "kirish: 0",

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

"image_mean" : 0,

"image_std": 0,

"accelerator":"dsp",

5. Quyidagi buyruq yordamida [Model nomi] katalogini maqsadli qurilmaga suring

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