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DeepSeek-V4-PRO AI 模型测试：英伟达 Vera Rubin 每兆瓦吞吐量达 GB300 的 30 倍_我的网站

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一 | 8 月 24 日消息，英伟达昨日使用 SemiAnalysis AgentX 工作负载，以 DeepSeek-v4-PRO 1.6T 模型评估测试，显示 Vera Rubin 每兆瓦吞吐量达到 Blackwell 的 30 倍。 Pawan Kalyan is riding high on the massive success of his last film, They Call Him OG. The blockbuster success of the Sujeeth directorial reaffirmed his number uno status at the box-office stamina. All eyes are on the actor’s next big entertainer, Ustaad Bhagat Singh, directed by Harish Shankar. The film has completed its shoot, and the team is gearing up for a huge promotional campaign that begins with the first single’s promo on December 9, 2025. Pawan’s energetic dance number Devi Sri Prasad, who has delivered several chartbusters for Pawan Kalyan in the past, is composing the music. Inside buzz suggests that the first song will present Pawan in a stylish, energetic dancing avatar, something fans have been eagerly waiting to witness again on the big screen. The makers reportedly planned the special number to highlight Pawan’s onscreen charisma. The fact that he is shaking a leg after a long time prompted the makers to leave no stone unturned to make the choreography special. The collaboration between Pawan Kalyan and Harish Shankar has already set expectations high, especially after their earlier blockbuster Gabbar Singh (2012). With the shoot wrapped, the film has entered its final phase of post-production. The team exudes confidence about the output and is preparing to announce the official release date soon, adding to the growing excitement. Pawan’s trademark swag Ustaad Bhagat Singh is tipped to be a complete entertainer filled with action, humour, and Pawan’s trademark swagger. Sreeleela plays the female lead in this film. Harish Shankar, known for writing punchy dialogues and crafting mass-appeal sequences, is reportedly shaping the film as a celebration of Pawan’s star persona. As anticipation peaks, fans are gearing up for a grand promotional rollout starting with the first single promo. Fans are hoping that the trio - Pawan, Harish and Devi Sri Prasad – will recreate their earlier Gabbar Singh magic. Also Read: Pawan Kalyan Poses With Ustaad Bhagat Singh Team on The Last Day of Shoot。

二 | 每兆瓦吞吐量（Tokens per Megawatt，简称 tokens / MW）是衡量 AI 数据中心在固定电力额度下能产出多少 AI Token 的核心能效指标。援引博文介绍，SemiAnalysis AgentX 通过 4 项指标，重点评估智能体编程推理工作负载：端到端归一化交互性按请求提交至最终 Token 到达的完整时间计算，反映包含首个 Token 等待时间在内的用户可见输出效率；标准交互性只统计首个 Token 至最后一个 Token 之间的生成阶段。端到端延迟统计单次请求从提交到最终输出 Token 到达的总时长首个 Token 延迟（TTFT）则统计提交请求到首个输出 Token 到达的时间。在 DeepSeek-v4-PRO 1.6T 工作负载中，采用 GB300 NVL72 的 Grace Blackwell 服务器，每兆瓦吞吐量达到 H200 NVL8 Hopper 方案的 15 倍。Blackwell 每百万 Token 成本约为上一代的 1/10，运营方可以在相同电力和基础设施预算下支持更多智能体，或以更低运营成本维持相同智能体容量。而 Vera Rubin 进一步提升该优势，在 DeepSeek V4 Pro 模型上，Vera Rubin NVL72 的每兆瓦吞吐量约为 GB300 NVL72 的 30 倍。