➀ MLPerf Client 1.0 introduces a user-friendly GUI and expands support for Meta's Llama 2/3.1, Microsoft Phi, and experimental models;
➁ Enhanced hardware acceleration paths now cover Qualcomm, Apple, Intel, and NVIDIA devices via diverse SDKs and frameworks;
➂ New tasks like code analysis and large-context summarization enable deeper evaluation of AI performance across integrated and discrete hardware.
➀ The article compares the performance and cost efficiency of AMD and NVIDIA GPUs for various AI tasks such as chat, translation, reasoning, and summarization.
➁ It highlights the MI325X and MI300X as cost-effective options for Llama3 70B chat and translation tasks.
➂ The analysis reveals that AMD GPUs are less cost-effective in rental scenarios due to limited availability and higher prices.
➃ The article discusses the need for better inference benchmarks and explores the features and capabilities of NVIDIA's Dynamo framework.
➀ CrystalMark Retro 2.0.0 has been released, extending retro benchmarking to systems from Windows 95 to Windows 11.
➁ The update started a year ago, in response to user feedback.
➂ The benchmarking tool now supports Windows 95/98/Me and offers a bonus with the official benchmark score comparison site.
➀ The Crucial Pro Overclocking DDR5-6400 C38 offers excellent performance for both Intel and AMD CPUs.
➁ The memory kit supports Intel XMP 3.0 and AMD EXPO, and has a low-profile design.
➂ While the kit performs well in application workloads, its gaming performance is average, and it has limited overclocking capabilities.
➀ AMD发布了Radeon RX 9070和RX 9070 XT GPU，但没有发布参考设计，而是依赖合作伙伴的型号。
➁ 现已出现一款未发布的Radeon RX 9070参考设计，其双风扇设计让人联想到AMD为RDNA 3系列设计的Radeon RX 7000系列。
➂ 该GPU在3DMark基准测试中表现出色，但可能仅用于合作伙伴的预发布测试和验证。
➀ Apple's new M3 Ultra chip, used in the Mac Studio, has been benchmarked on Geekbench, showing impressive multi-core performance that surpasses the M4 Max.
➁ The M3 Ultra's single-core score is not as impressive, falling behind the M4 Max and even the entry-level M4 in some cases.
➂ The M3 Ultra's multi-core score is notably higher, with a performance uplift of around 8% over the M4 Max.
➀ This article provides a comprehensive hierarchy of GPU performance, ranking nearly every GPU released in the past seven years based on benchmarks.
➁ The article discusses the performance of GPUs across different resolutions and the impact of technologies like ray tracing and DLSS.
➂ It highlights the latest GPUs from Nvidia's Ada Lovelace and AMD's RDNA 3 architectures, as well as Intel's Arc GPUs.
➀ Leaked benchmarks of the RTX 5070 show mixed results against the RTX 4070 Super, being up to 20% slower than the RTX 5070 Ti.
➁ The RTX 5070 is powered by a slightly cut-down GB205 die with 48 SMs and 12GB of GDDR7 memory.
➂ Despite its lower performance, the RTX 5070 still offers a 20% lead over the base RTX 4070.
➀ Preliminary benchmarks at PassMark show Intel's new Arrow Lake-based Core Ultra 9 275HX is 7% ahead of AMD's Ryzen 9 7945HX3D processor in CPU Mark.
➁ Despite a 400 MHz clock deficit, the 275HX is 34% faster than the i9-14900HX from last generation.
➂ The 275HX achieves a solid 9% lead in single-threaded performance over the Ryzen 9 7945HX3D.
➀ The Intel Core Ultra 7 255H, based on the Arrow Lake architecture, demonstrates a 32% improvement over the 155H in PassMark's single-core benchmark.
➁ The updated Lion Cove P-cores and N3B process contribute to the performance boost.
➂ Despite efficiency concerns, the 255H shows a 15% improvement in CPU Mark compared to its predecessor.
