https://www.acal.org.cn/en/tags/model-compression/Model CompressionHugoBlox Kit (https://hugoblox.com)en-usThu, 30 Apr 2026 15:26:26 +0000https://www.acal.org.cn/media/logo_hu_9c369f2c5735daea.pnghttps://www.acal.org.cn/en/tags/model-compression/https://www.acal.org.cn/en/events/sgptq-talk/Thu, 30 Apr 2026 15:26:26 +0000https://www.acal.org.cn/en/events/sgptq-talk/https://www.acal.org.cn/en/projects/model-compression/Mon, 01 Apr 2024 00:00:00 +0000https://www.acal.org.cn/en/projects/model-compression/<h3 id="research-tasks-and-assessment-metrics">Research Tasks and Assessment Metrics</h3> <ul> <li>Research Task: Investigate core technologies including model partitioning, memory optimization, and parameter communication optimization on large-scale Hygon DPU clusters.</li> <li>Assessment Metrics: Apply for 1 software copyright, 2 invention patents, publish 2 academic papers, and train 2 graduate students.</li> </ul> <h3 id="project-phases">Project Phases</h3> <h4 id="phase-1-solution-design-sep-2024---dec-2024">Phase 1: Solution Design (Sep 2024 - Dec 2024)</h4> <ul> <li>Complete hardware platform and framework analysis.</li> <li>Determine technical approach for porting and optimization.</li> </ul> <h4 id="phase-2-framework-porting-jan-2025---oct-2025">Phase 2: Framework Porting (Jan 2025 - Oct 2025)</h4> <ul> <li>Platform setup and basic computing core adaptation.</li> </ul> <h4 id="phase-3-performance-optimization-nov-2025---dec-2026">Phase 3: Performance Optimization (Nov 2025 - Dec 2026)</h4> <ul> <li>Data parallelism, pipeline parallelism, tensor parallelism, and communication optimization.</li> </ul> <h4 id="phase-4-application-demonstration-jan-2027---nov-2027">Phase 4: Application Demonstration (Jan 2027 - Nov 2027)</h4> <ul> <li>Develop toolchain, apply in meteorological domain.</li> </ul>