中国人工智能框架市场调研报告，艾瑞咨询研究院自主研究及绘制。 AI框架的开源趋势 AI现已经成为最受关注的开源领域，部分得益于海外厂商对AI框架开源的促进。2015年是AI开源的重要一年，TensorFlow、 MXNet、Keras于该年先后开源，PyTorch紧随其后，在2016年也宣布开放。这一系列动作使得国内AI开发者可无障碍获取成熟的 海外框架，海外框架由此获得先发优势。目前来看，海外框架在国内的使用率仍 大数据 编程语言 AI 2015 PyTorch 34% TensorFlow 30% MindSpore 11% PaddlePaddle 11% OneFlow 3% MXNet 2% MegEngine 2% Jittor 1% 其他 6% 2016 2020 AI产业发展释放底层开发需求，国产开源框架不惧挑战奋起直追 中国开发者主流人工智能框架使用率排名

GPU 加速，提供极速特征向量匹配以及多维度数据联合查询（特 征、标签、图片、视频、文本和语音等联合查询）功能，并且支持自动分库分表和多副本，能对 接 TensorFlow、PyTorch 和 MxNet 等 AI 模型，可实现百亿特征向量的秒级查询。Milvus 于 2019 年 10 月在 GitHub 上开源，Stars 和 Docker Pulls 数量持续高速增长，2021 年 6 splitting and multi-copy support and can connect with AI models such as TensorFlow, PyTorch, and MxNet to achieve ten billion feature vectors in seconds. Milvus opened source on GitHub in October 2019

GPU 加速，提供极速特征向量匹配以及多维度数据联合查询（特征、标签、图片、视 频、文本和语音等联合查询）功能，并且支持自动分库分表和多副本，能对接 TensorFlow、PyTorch 和 MxNet 等 AI 模型，可实现百亿特征向量的秒级查询。Milvus 于 2019 年 10 月在 GitHub 上开 源，Stars 和 Docker Pulls 数量持续高速增长，2021 年 6 月达到

two-dimensional vector graphics (SVG), many other, sometimes proprietary, file formats for vector graph- ics and their various applications (fonts, CAD, cartography, 3D modeling . . . ) ex- ist. Instead digital world. Ideally, it should be used with a graphics tablet and stylus, with one hand on the graph- ics tablet and the other one on the keyboard, which moves the canvas, so one can write without interruption

two-dimensional vector graphics (SVG), many other, sometimes proprietary, file formats for vector graph- ics and their various applications (fonts, CAD, cartography, 3D modeling . . . ) ex- ist. Instead digital world. Ideally, it should be used with a graphics tablet and stylus, with one hand on the graph- ics tablet and the other one on the keyboard, which moves the canvas, so one can write without interruption

digital world. Ideally, it should be used with a graphics tablet and stylus, with one hand on the graph- ics tablet and the other one on the keyboard, which moves the canvas, so one can write without interruption the tool will be. Pressure sensivity Activate this button to use the pressure sensitivity of your graph- ics tablet to dynamically change the force of the applied effect. However, the tool can be used well

High-Performance Computer Architecture. IEEE, 2001: 197-206 [2] Mirhoseini, A., Goldie, A., Yazgan, M. et al. A graph placement methodology for fast chip design. Nature 594, 207–212 (2021) [3] Cadence. Ispatial flow Fatahalian, Mike Houston, Pat Hanrahan, Brook for GPUs: stream computing on graphics hardware. ACM Trans. Graph. 23(3): 777-786 (2004) [18] Ryoo, S., Rodrigues, C. I., Stone, S. S., Baghsorkhi, S. S., Ueng, S

是基于 OpenHarmony 官方原生框架 ArkUI 之上扩展 的。 极速版 IDE 框架 CodeBlitz 开源！ NebulaGraph 出席 DockerCon 2023 借助Graph + RAG的契机， NebulaGraph 在国际性技 术会议 DockerCon 同世界 的技术爱好者们分享了图 数据库同 LLM 结合之道。 34 / 87 1 1 Unity 引擎中国版“团结引擎”正式发布

the various tools you can insert in the report. Simple text, image, table of data, layout table, graph, aggregation, etc. All objects are added to the report by drag & drop. [Palette] | Palette.png Tabs

the various tools you can insert in the report. Simple text, image, table of data, layout table, graph, aggregation, etc. All objects are added to the report by drag & drop. 267 Tabs At the right bottom