SophonSDKUserGuide
v23.05.01

Catalogue

  • 1. Declaration
  • 2. Introduction
  • 3. SDK Software Package
  • 4. Quick Start
  • 5. Network Transfer
    • 5.1. Model Migration Overview
    • 5.2. FP32 Model Generation
    • 5.3. INT8 Model Generation
  • 6. Algorithm Transplant
  • 7. Performance Test
  • 8. Appendix
SophonSDKUserGuide
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  • 5. Network Transfer
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5. Network Transfer

  • 5.1. Model Migration Overview
  • 5.2. FP32 Model Generation
  • 5.3. INT8 Model Generation
    • 5.3.1. Prepare the lmdb data set
    • 5.3.2. Generate FP32 Umodel
    • 5.3.3. Generate INT8 Umodel:
      • 5.3.3.1. Data preprocessing
      • 5.3.3.2. Quantization network
      • 5.3.3.3. Optimized network
      • 5.3.3.4. Cascade network quantization
    • 5.3.4. Accuracy test
    • 5.3.5. Generate INT8 Bmodel
    • 5.3.6. auto_cali one-click quantization tool
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