赋能全球
前沿的初创公司

人工智能行业持续为世界创造着奇迹，从热度持续不断的元宇宙，到目前备受瞩目的人工智能内容生成技术，创业企业作为一支独有的“力量”，不断推动着人工智能行业的发展和变革。NVIDIA 初创加速计划作为赋能创业企业发展的项目，在中国落地7年以来，努力凝聚优质生态合作伙伴，共同助力创业企业成长。在此演讲中，我们将邀请他们和初创企业代表共同探讨 AI 初创企业在中国市场的发展和机会， 展望市场变化趋势，畅谈前沿技术发展。同时创投联盟代表还将透过热点行业解读资本市场如何选择被投企业，以及创投联盟如何与 NVIDIA 及其生态合作伙伴一同携手助力创业企业更好的面对机遇与挑战。 让我们一起开启一段旅程，探索中国 AI 初创力量！ 讲演内容将包括： - AI 初创企业在中国的发展与助力 - 初创企业在 AI 与元宇宙方向的实践与分享 - 透过资本看市场的发展及初创企业的机会

Deep learning (DL) has shown impressive capabilities across various fields. However, the growing size of DL models is outpacing hardware capacity, resulting in a demand for large models to be trained and inferenced more efficiently and easily. We'll introduce a user-friendly DL system, Colossal-AI, that enables users to maximize the efficiency of AI training and inference with drastically reduced costs. It integrates advanced techniques such as efficient multidimensional parallelism, heterogeneous memory management, adaptive task scheduling, and more. You'll walk away with a better understanding of parallelism and memory optimization techniques behind large model training and inference, learn practical applications of the DL system (including natural language processing, computer vision, bioinformatics, etc.), and be able to contribute to the large AI model era of the future. Although it's not required, basic understanding of DL and distributed systems will help you better learn the design of Colossal-AI.

Join this conversation to learn more about the future of AI.