AXera Pulsar2 Toolchain Instructions Manual

Pulsar2 Toolchain

• 1. Documentation modifications and release notes
  • 1.1. Modify history
• 2. Pulsar2 Toolchain overview
  • 2.1. Introduction
  • 2.2. Introduction to Virtual NPU
• 3. Quick Start
  • 3.1. Development environment preparation
  • 3.2. Version query
  • 3.3. Data preparation
  • 3.4. Model compilation
  • 3.5. Information inquiry
  • 3.6. Simulation run
  • 3.7. Development board running
• 4. Quick Start(AX620E)
  • 4.1. Development environment preparation
  • 4.2. Version query
  • 4.3. Data preparation
  • 4.4. Model compilation
  • 4.5. Information inquiry
  • 4.6. Simulation run
  • 4.7. Development board running
• 5. Advanced Guide to Model Conversion
  • 5.1. Overview
  • 5.2. Detailed explanation of model compilation
  • 5.3. Detailed explanation of multi-core compilation
  • 5.4. Detailed explanation of multi-batch compilation
  • 5.5. Detailed explanation layer by layer
  • 5.6. Detailed explanation of loading custom data sets
  • 5.7. Detailed explanation of mixed precision quantization
  • 5.8. Enter size modification
  • 5.9. Operator attribute modification
  • 5.10. Constant data modification
  • 5.11. Transformer model configuration details
  • 5.12. Quantized ONNX model import
• 6. Advanced Guide to Simulation Running
  • 6.1. Overview
  • 6.2. Detailed explanation of simulation operation
  • 6.3. Simulation run example
• 7. Advanced Guide to Model Deployment
  • 7.1. Overview
  • 7.2. Compile example
  • 7.3. Run the example
• 8. Configuration file details
  • 8.1. Profile overview
  • 8.2. Complete json configuration reference
  • 8.3. Quantitative parameter description
  • 8.4. Quantitative precision analysis parameter description
  • 8.5. Preprocessing and postprocessing parameter description
  • 8.6. proto configuration definition
• 9. Tool usage instructions of caffe2onnx
  • 9.1. Convert Caffe model to ONNX model
  • 9.2. Validate the converted ONNX model
• 10. Instructions for using model evaluation tools
  • 10.1. Parameter Description
  • 10.2. Usage example

appendix

• 1. NPU Operators support list
• 2. NPU Operators support list(AX620E)
• 3. Accuracy Tuning Suggestions