…Networking Telemetry for network infrastructure has advanced in recent years. While legacy drivers allowed a look into I/O and performance only, newer drivers can offer a more comprehensive view of network…
…pip install optimum-intel[openvino] optimum-cli export openvino --model Intel/neural-chat-7b-v3-1 --weight-format int4 ov_neural_chat_int4 In this case, the model is downloaded to the…
…Using graph optimization to reduce the overhead of operator and kernel calls. Different computation methods may exhibit significant performance differences at the inference engine and hardware level. Graph optimization is an optimization…
…Taboola's solutions, supported by a network of ten data centers and 12,000 servers, facilitate connections to over a billion customers worldwide each month. Solution Intel worked with Taboola to optimize…
…You can accelerate AI inference and generative AI (GenAI) workloads, achieve lower latency, and increase throughput while maintaining accuracy through optimization tools such as Neural Network Compression Framework (NNCF). OpenVINO toolkit also…
…It allows them to choose the cloud services that present the most value, helping them to optimize operations to achieve business goals. It also helps them optimize performance and cloud spending, mitigate…
…Intel and VMware work together to optimize Intel® processor, memory, storage, and networking technologies for VMware Cloud Foundation. This collaboration enables companies to streamline infrastructure management across private and multicloud environments and…
…Generative Adversarial Networks Help AI Generalize Generative Adversarial Networks (GANs) are a type of neural network solution that can be used to generate new images, and judge whether images are genuine or…
Numenta Delivers Powerful Inference Performance Numenta collaborated with Intel on their neuroscience-based solution for dramatically accelerating transformer networks. At a glance: Founded in 2005 by computer industry pioneers Jeff Hawkins and…
…OpenVINO TM toolkit optimizations out-of-the-box: The Intel ® Distribution of OpenVINO TM toolkit enables users to optimize deep learning models and take advantage of inference acceleration across a range of…