# Chuyển đổi định dạng mô hình

Sau khi môi trường AI Runtime SDK được thiết lập, hãy sử dụng các công cụ SDK để tạo mô hình QNN. Việc tạo mô hình được thực hiện theo từng giai đoạn cho các backend khác nhau.

**Đối với backend CPU/GPU QNN**

![../../_images/qnn_conv_cpu.png](data:image/png;base64,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)

**Đối với backend HTP QNN**

![../../_images/qnn_conv_htp.png](data:image/png;base64,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)

Đối với backend HTP QNN, mô hình (model.dll) đã chuyển đổi và lượng tử hóa có thể được tối ưu hóa thêm bằng cách [tạo bộ nhớ đệm ngoại tuyến bằng pha nhị phân](https://docs.qualcomm.com/bundle/publicresource/topics/80-63442-50/tools.html#qnn-context-binary-generator).

## Chuyển đổi định dạng

Để chuyển đổi mô hình, các nhà phát triển có thể dùng một trong các công cụ chuyển đổi định dạng mô hình `qnn-<ml_framework>-converter`. Các công cụ này hỗ trợ nhiều framework ML bao gồm TensorFlow, TensorFlow Lite (TFLite), PyTorch và ONNX.

Luồng cho mỗi bộ chuyển đổi là giống nhau.

![../../_images/ai-engine-direct-converter.png](data:image/png;base64,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)

## Thiết lập thư mục làm việc

Mở PowerShell và chạy các lệnh sau để gán thư mục làm việc thành $DIR\_PATH và kích hoạt môi trường ảo Python. Đảm bảo rằng $DIR\_PATH giống với $DIR\_PATH được dùng trong quá trình thiết lập.

$DIR_PATH = "C:\WoS_AI"
    powershell -NoExit -command "&{cd $DIR_PATH; . .\Downloads\Setup_Scripts\qnn_setup.ps1; Activate_QNN_VENV -rootDirPath $DIR_PATH}"
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Tab CPU/GPU backend
Tab HTP backend

**Chuyển đổi định dạng (backend CPU/GPU)**

1. Chạy lệnh sau để tạo mobilenet\_v2.cpp và mobilenet\_v2.bin.

python $QNN_SDK_ROOT\bin\arm64x-windows-msvc\qnn-onnx-converter --input_network .\mobilenet_v2.onnx --output_path .\QNN_Artifacts\mobilenet_v2.cpp
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![../../_images/qnn_cpu_conversion.png](data:image/png;base64,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)

**Chuyển đổi và lượng tử hóa (cho backend HTP)**

Backend Snapdragon Compute HTP hỗ trợ chạy mô hình bằng độ chính xác thấp hơn như INT8 hoặc INT16 cùng với FP16. Để thực hiện điều này, mô hình cần được lượng tử hóa từ FP32 sang INT8 hoặc INT16 bằng các công cụ do SDK cung cấp và quy trình sau. Xem tài liệu AI Engine Direct SDK để biết thêm chi tiết về [lượng tử hóa](https://docs.qualcomm.com/bundle/publicresource/topics/80-63442-50/quantization.html).

Đối với hướng dẫn này, chúng tôi đã chuyển đổi 10 hình ảnh từ tập dữ liệu xác thực được tải xuống bằng FiftyOne Dataset Zoo thành các tệp thô trong thư mục `$DIR_PATH\Models\Mobilenet_V2\quant_jpg`. Danh sách các tệp thô đầu vào cần thiết để lượng tử hóa được cung cấp trong tệp văn bản.

Các bước sau đây chuẩn bị các tệp thô để lượng tử hóa/suy luận mô hình.

1. Chạy lệnh sau:

notepad.exe generate_raw_list.py
        Copy to clipboard
2. Sao chép mã bên dưới vào tệp *generate\_raw\_list.py* và chạy `generate_raw_list.py` để tạo tệp *raw\_list.txt* để lượng tử hóa.

#generate_raw_list.py
        
        import numpy as np
        import os
        
        #Qualcomm utility for pre-/postprocessing of input/outputs in model inference
        
        import io_utils
        import fiftyone
        
        # download the sample image for quantization using fiftyone
        
        max_samples = 10
        dataset_dir = os.path.join(os.getcwd(),"Downloaded_file")
        fiftyone.config.dataset_zoo_dir = dataset_dir
        
        dataset = fiftyone.zoo.load_zoo_dataset("open-images-v6", split="validation", label_types=["classifications"], classes=["Coffee cup"], max_samples= max_samples)
        
        #path of directory containing jpg images sampled from the validation dataset.
        
        image_dir_path = os.path.join(dataset_dir,"open-images-v6", "validation", "data")
        files=os.listdir(image_dir_path)
        #path of directory containing raw files
        raw_dir_path = os.path.join(os.getcwd(),"quant_raw")
        if not os.path.exists(raw_dir_path):
           os.mkdir(raw_dir_path)
        
        input_path_list=[]
        #convert jpg to raw
        for file_name in files:
           file_path = os.path.join(image_dir_path, file_name)
           try:
                 raw_img = io_utils.preprocess(file_path,True)
                 save_path = os.path.join(raw_dir_path, file_name.split('.')[0]+ '.raw')
                 raw_img.tofile(save_path)
                 input_path_list.append(save_path)
        
           except Exception as e:
                 pass
        
        #create raw list
        with open(os.path.join(os.getcwd(),"raw_list.txt"), "w") as f:
           for path in input_path_list:
              f.write(path)
              f.write('\n')
        print("\nTotal no image processed for quantization:",len(input_path_list))
        Copy to clipboard
3. Thực thi `generate_raw_list.py` để tạo tệp *raw\_list.txt* để lượng tử hóa.

python .\generate_raw_list.py
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    Khi chạy tập lệnh trên, tệp *raw\_list.txt* sẽ được tạo trong thư mục *$DIR\_PATH\Models\Mobilenet\_V2* như trong hình sau.

![../../_images/qnn_raw_generation_new.png](data:image/png;base64,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4. Chạy lệnh sau để chuyển đổi và lượng tử hóa. Theo mặc định, mô hình được lượng tử hóa thành định dạng số nguyên 8 bit (INT8). Bạn có thể chỉ định `[--act_bw 16]` và/hoặc `[--weight_bw 16]` để dùng lượng tử hóa INT16.

python $QNN_SDK_ROOT\bin\arm64x-windows-msvc\qnn-onnx-converter --input_network .\mobilenet_v2.onnx --output_path .\QNN_Artifacts\quantized_mobilenet_v2.cpp --input_list .\raw_list.txt --use_per_channel_quantization
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Ghi chú

Vì mô hình mobilenet\_v2 nhạy cảm với nhiễu lượng tử hóa, chúng tôi đã sử dụng một tham số tùy chọn (`use_per_channel_quantization`). Nhờ đó, độ chính xác được cải thiện nhưng phải mất thêm chi phí tính toán.

![../../_images/qnn_htp_conversion.png](data:image/png;base64,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## Các bước tiếp theo

Sau khi hoàn tất bước chuyển đổi mô hình, hãy [tạo mô hình QNN](https://docs.qualcomm.com/doc/80-62010-1VI/topic/generate-qnn.html#generate-qnn-model) bằng AI Runtime.

Last Published: Dec 16, 2025

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