What
inference do they draw from these facts?
从这些事实他们推断出什么结论？
If she is guilty then by
inference, so am I.
如果她有罪，可推断出我也有罪。
From her manner, we drew the
inference that she was satisfied.
我们从她的态度来推断, 她很满意。
Notably, it supports extended contextual understanding, boasts enhanced multi-modal capabilities, and achieves faster inference speeds, enabling higher concurrency and substantial cost reductions in reasoning.
值得注意的是，它支持扩展的上下文理解，拥有增强的多模式功能，并实现更快的推理速度，从而实现更高的并发性和大幅降低推理成本。
"Inference requires less powerful chips, and we believe our chip reserves, as well as other alternatives, will be sufficient to support lots of AI-native apps for the end users," Li said.
李说：“推理需要功能较弱的芯片，我们相信我们的芯片储备以及其他替代品将足以为终端用户支持许多人工智能原生应用。”。
To stay ahead of the game, we keep upgrading our models to generate more creative responses while improving training throughput and lowering inference costs," said Robin Li, co-founder and CEO of Baidu.
百度联合创始人兼首席执行官李彦宏表示：“为了保持领先地位，我们不断升级模型，以产生更具创造性的反应，同时提高训练吞吐量，降低推理成本。”。
The homegrown AI inference chip, a neural processing unit (NPU) named Hanguang 800, was unveiled during Alibaba Cloud's annual computing conference in Hangzhou, as the company strives to make its e-commerce platform more efficient using AI.
Alibaba said its single-chip computing performance reached 78,563 IPS at peak moment, while the computation efficiency was 500 IPS/W during the Resnet-50 Inference test, both of which it said were "largely outpacing industry average".
Normally chips are largely classified into training-feeding algorithms to machines to recognize and categorize objects, and inference based on training, taking real-world data and quickly coming back with the correct answers, the source said.
"While traditionally GPUs enhance the capabilities to do the training, i. e. recognize items, NPUs are better at inference, i. e. enriching application scenarios," he said.
The Kirin 990 5G is manufactured with seven nanometer processes and can support real-time on-device inference.
By revising and extending the instruction set, Cortex adds AI algorithms inference support for smart contracts so that anyone can add AI to their smart contracts.
IDC reported that Inspur has developed a software-defined reconfigurable server and storage system specialized in supporting AI training and inference, in which performance can be accelerated, pooled and reconfigured.
The compound annual growth rate for the sector over the next ten years could expand by 42 percent, driven first by training infrastructure and then inference devices for large language models, advertising, and other services, the report added.
It boasts seven times the training efficiency, five times the inference throughput and three times the memory capacity compared to a Transformer model with the same parameters.
The solution enables all-scenario AI infrastructure through the device-edge-cloud process, covering full-pipeline inference and training for AI deep learning.
Intel said the new 3rd Gen Xeon Scalable processors can make AI inference and training more widely deployable on general-purpose central processing units for applications that include image classification, recommendation engines, speech recognition and language modeling.