Quanta Cloud Technology

New MLPerf Training Benchmark Results Highlight Hardware and Software Innovations in AI Systems

Retrieved on: 
星期三, 六月 12, 2024

The MLPerf Training benchmark suite comprises full system tests that stress machine learning (ML) models, software, and hardware for a broad range of applications.

Key Points: 
  • The MLPerf Training benchmark suite comprises full system tests that stress machine learning (ML) models, software, and hardware for a broad range of applications.
  • The Training v4.0 results demonstrate broad industry participation and showcase substantial performance gains in ML systems and software.
  • We hope the addition of a GNN based benchmark in MLPerf Training broadens the challenges offered by the suite and spurs software and hardware innovations for this critical class of workload,” said Ritika Borkar MLPerf Training working group co-chair.
  • To view the full results for MLPerf Training v4.0 and find additional information about the benchmarks, please visit the Training benchmark page .

New MLPerf Inference Benchmark Results Highlight The Rapid Growth of Generative AI Models

Retrieved on: 
星期三, 三月 27, 2024

The MLPerf Inference benchmark suite, which encompasses both data center and edge systems, is designed to measure how quickly hardware systems can run AI and ML models in a variety of deployment scenarios.

Key Points: 
  • The MLPerf Inference benchmark suite, which encompasses both data center and edge systems, is designed to measure how quickly hardware systems can run AI and ML models in a variety of deployment scenarios.
  • We are thrilled to collaborate with Meta to bring Llama 2 70B to the MLPerf Inference v4.0 benchmark suite.
  • "Generative AI use-cases are front and center in our v4.0 submission round,” said Mitchelle Rasquinha, co-chair of the MLPerf Inference working group.
  • “The v4.0 release of MLPerf Inference represents a full embrace of generative AI within the benchmark suite,” said Miro Hodak, MLPerf Inference co-chair.

Nvidia CEO reiterates solid partnership with TSMC

Retrieved on: 
星期五, 三月 22, 2024

Speaking to the press later, Huang said Nvidia will have a very strong demand for CoWoS, the advanced packaging services TSMC offers.

Key Points: 
  • Speaking to the press later, Huang said Nvidia will have a very strong demand for CoWoS, the advanced packaging services TSMC offers.
  • He said the company is embarking on a new journey and will work closely with TSMC.
  • A major reason for the shortages of Nvidia's AI chips is insufficient CoWoS support from TSMC.
  • Huang admitted that the way Nvidia is working for its partners and the AI industry is like the way TSMC is making chips for Nvidia.

At MWC Barcelona 2024, O-RAN ALLIANCE Participants Showcase Advanced Solutions to Improve RAN Performance

Retrieved on: 
星期四, 二月 15, 2024

O-RAN's open architecture enables partnerships; encourages innovation by leveraging know-how

Key Points: 
  • O-RAN's open architecture enables partnerships; encourages innovation by leveraging know-how
    The showcased intelligent RAN solutions demonstrate capabilities aiming to improve the RAN performance in traffic steering, energy savings, service quality, spectrum efficiency and network management.
  • Examples include machine learning models for network load balancing, orchestrating applications' requests for network resources, and private network management.
  • O-RAN ALLIANCE plans to publish an interactive map of O-RAN demos at MWC to allow easy navigation to the demos at the exhibition.
  • O-RAN ALLIANCE will hold its O-RAN ALLIANCE Summit on Wednesday, 28 February 2024 from 8:30 to 13:00 CET in MWC hall 8, theatre 5, and also online.

At MWC Barcelona 2024, O-RAN ALLIANCE Participants Showcase Advanced Solutions to Improve RAN Performance

Retrieved on: 
星期四, 二月 15, 2024

The showcased intelligent RAN solutions demonstrate capabilities aiming to improve the RAN performance in traffic steering, energy savings, service quality, spectrum efficiency and network management.

Key Points: 
  • The showcased intelligent RAN solutions demonstrate capabilities aiming to improve the RAN performance in traffic steering, energy savings, service quality, spectrum efficiency and network management.
  • Examples include machine learning models for network load balancing, orchestrating applications' requests for network resources, and private network management.
  • O-RAN ALLIANCE plans to publish an interactive map of O-RAN demos at MWC to allow easy navigation to the demos at the exhibition.
  • O-RAN ALLIANCE will hold its O-RAN ALLIANCE Summit on Wednesday, 28 February 2024 from 8:30 to 13:00 CET in MWC hall 8, theatre 5, and also online.

First 5G-ACIA General Assembly in Taiwan to Unlock Global 5G Market

Retrieved on: 
星期五, 十二月 29, 2023

The Industrial Technology Research Institute ( ITRI ) facilitated the signing of a memorandum of understanding (MoU) between 5G-ACIA and Taiwan Association of Information and Communication Standards (TAICS), aligning Taiwanese manufacturers with global 5G Industrial Internet of Things (IIoT) standards.

Key Points: 
  • The Industrial Technology Research Institute ( ITRI ) facilitated the signing of a memorandum of understanding (MoU) between 5G-ACIA and Taiwan Association of Information and Communication Standards (TAICS), aligning Taiwanese manufacturers with global 5G Industrial Internet of Things (IIoT) standards.
  • "As a world-class think tank with global connections, ITRI facilitated the 5G-ACIA General Assembly to take place in Taiwan and promote global standards for 5G smart manufacturing through the collaboration between 5G-ACIA and TAICS.
  • Bringing together leading telecommunications players is advantageous for Taiwan to access the global supply chain and market," said Ting.
  • This collaboration enables us to exchange technical documents, industrial standards, and current developments in 5G smart manufacturing.

O-RAN ALLIANCE Advances Technology Readiness Globally Through Fall 2023 PlugFest

Retrieved on: 
星期四, 十二月 7, 2023

The O-RAN ALLIANCE, fulfilling its mission to transform Radio Access Networks to be open, intelligent, virtualized and fully interoperable, today announced the successful completion of the O-RAN ALLIANCE Global PlugFest Fall 2023.

Key Points: 
  • The O-RAN ALLIANCE, fulfilling its mission to transform Radio Access Networks to be open, intelligent, virtualized and fully interoperable, today announced the successful completion of the O-RAN ALLIANCE Global PlugFest Fall 2023.
  • The O-RAN Global PlugFest Fall 2023 carried out critical testing and validation of O-RAN technologies to support and encourage ongoing adoption by the industry.
  • O-RAN Global PlugFest Fall 2023 was co-hosted by 24 major operators, Open Testing and Integration Centres (OTIC) and independent institutions.
  • “In the Fall 2023 PlugFest, we expanded scope of testing beyond lab-based conformance and interoperability of equipment.

New MLPerf Training and HPC Benchmark Results Showcase 49X Performance Gains in 5 Years

Retrieved on: 
星期三, 十一月 8, 2023

Today, MLCommons® announced new results from two industry-standard MLPerf™ benchmark suites:

Key Points: 
  • Today, MLCommons® announced new results from two industry-standard MLPerf™ benchmark suites:
    The MLPerf Training v3.1 suite, which measures the performance of training machine learning models.
  • The MLPerf HPC (High Performance Computing) v.3.0 benchmark suite, which is targeted at supercomputers and measures the performance of training machine learning models for scientific applications and data.
  • The MLPerf Training benchmark suite comprises full system tests that stress machine learning models, software, and hardware for a broad range of applications.
  • To view the results for MLPerf Training v3.1 and MLPerf HPC v3.0 and find additional information about the benchmarks, please visit the Training and HPC benchmark pages.

The US Hyperscale Data Center Construction Spending Will Exceed $100 Billion Over the Next Five Years, the Market to Worth $71.55 Billion in 2028- Arizton

Retrieved on: 
星期三, 九月 20, 2023

The US is the most mature market in terms of data center development and operations.

Key Points: 
  • The US is the most mature market in terms of data center development and operations.
  • Increasing data traffic has created additional demand for the development of many data centers that support data generated by businesses and consumers.
  • The use of cloud-computing services and applications will also continue to grow in the US, leading to further development of large hyperscale cloud-based data centers.
  • This is due to the development of data centers and expansion of cloud regions by hyperscale data center operators.

The US Hyperscale Data Center Construction Spending Will Exceed $100 Billion Over the Next Five Years, the Market to Worth $71.55 Billion in 2028- Arizton

Retrieved on: 
星期三, 九月 20, 2023

The US is the most mature market in terms of data center development and operations.

Key Points: 
  • The US is the most mature market in terms of data center development and operations.
  • Increasing data traffic has created additional demand for the development of many data centers that support data generated by businesses and consumers.
  • The use of cloud-computing services and applications will also continue to grow in the US, leading to further development of large hyperscale cloud-based data centers.
  • This is due to the development of data centers and expansion of cloud regions by hyperscale data center operators.