NVIDIA AI SOFTW ARE HARD TO BEAT

摘要

Over the past year, Nvidia finally saw significant competition for its data-center accelerators. Graphcore and Habana delivered their first products, and Cerebras, Groq, and Intel sampled new accelerators. Even as Google deployed its third-generation TPU, Alibaba, Amazon, Baidu, and Huawei disclosed ASIC designs for deep learning. All of these products beat Nvidia's best GPUs on at least one benchmark. But other than the TPU, none has sizable deployments or even commitments, including from their in-house customers.