Exam Name: HCIP-AI-Ascend Developer V1.0
Certification Provider: Huawei
Corresponding Certification: Huawei-certification
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Huawei H13-324_V1.0 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: CANN-ATC Model Conversion | 12% | - ATC tool functions and parameters - CANN platform overview - Conversion from mainstream frameworks to Ascend OM model - Troubleshooting conversion errors |
| Topic 2: CANN Inference Application Development | 15% | - Multi-thread and multi-device inference - Data preprocessing and postprocessing - AscendCL API and development flow |
| Topic 3: MindSpore Full-Process Development | 15% | - MindSpore framework architecture - Model building, training and validation - Model saving, exporting and deployment |
| Topic 4: Neural Network Fundamentals | 25% | - Basic deep learning theory - Model training and optimization methods - Common neural network structures - Model compression and quantization basics |
| Topic 5: Ascend AI Processor | 8% | - Core components and computing units - Architecture and features of Ascend AI processor - Memory and storage system |
| Topic 6: CANN Inference Performance Tuning | 5% | - Common tuning strategies - Performance analysis tools - Memory and computing optimization |
| Topic 7: Atlas AI Computing Solutions | 13% | - Application scenarios and deployment modes - System software and toolchain overview - Atlas series hardware products |
| Topic 8: CANN Custom Operator Development | 7% | - Operator development specification - Operator verification and integration - Operator implementation and compilation |
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