A happy Thanksgiving week to you Americans and a happy last week of November to the rest of the world. Here’s a rapid (6:43) run-through of recent news and trends from the world of HPC-AI, including: SC24 in Atlanta ….
HPC News Bytes 20241125: SC24 Hit Show in Atlanta, Hyperion’s Booming Market Update, Report: TSMC Tech in Huawei AI Chips
HPC News Bytes 20240708: Low Yield Huawei AI Chip, AI ROI Questions, ASIC AI Chip
A good July morning to you! It was a short Fourth of July holiday week in the (U.S.) world of HPC-AI, here’s a rapid (6:04) run-down of news highlights: China’s SMIC wafer yields for Huawei AI chip yield to sanctions, Goldman joins generative AI ROI doubters, startup takes on Nvidia with special-purpose chip
HPC News Bytes 20240103: Gelsinger on Moore’s Law, TSMC 1nm Plans, Huawei Financials, DARPA’s Quantum Project
All the best to everyone in 2024! A number of interesting things happened in HPC-AI last week, here’s a brief (5:18) run-down: Gelsinger’s updated Intel view on Moore’s Law; TSMC’s 1nm chip plans, Arizona fab labor dispute; Huawei’s improved financials,; DARPA’s “utility scale” quantum….
The true cost of AI innovation
“As the world’s attention has shifted to climate change, the field of AI is beginning to take note of its carbon cost. Research done at the Allen Institute for AI by Roy Schwartz et al. raises the question of whether efficiency, alongside accuracy, should become an important factor in AI research, and suggests that AI scientists ought to deliberate if the massive computational power needed for expensive processing of models, colossal amounts of training data, or huge numbers of experiments is justified by the degree of improvement in accuracy.”
Why Hardware Acceleration Is The Next Battleground In Processor Design
In this special guest feature, Theodore Omtzigt from Stillwater Supercomputing writes that as workloads specialize due to scale, hardware accelerated solutions will continue to be cheaper than approaches that utilize general purpose components. “If you’re a CIO who manages integrations of third-party hardware and software, be aware of new hardware acceleration technologies that can reduce the cost of service delivery by orders of magnitude.”
Podcast: Multicore Scaling Slow Down, and Fooling AI
In this podcast, the Radio Free HPC team has an animated discussion about multicore scaling, how easy it seems to be to mislead AI systems, and some good sized catches of the week. “As CPU performance improvements have slowed down, we’ve seen the semiconductor industry move towards accelerator cards to provide dramatically better results. Nvidia has been a major beneficiary of this shift, but it’s part of the same trend driving research into neural network accelerators, FPGAs, and products like Google’s TPU.”
Video: Frontiers of AI Deployments in HPC on Arm
In this video from Arm HPC Asia 2019, Elsie Wahlig leads a panel discussion on Frontiers of AI deployments in HPC on Arm. “Topics at the workshop covered all aspects of the Arm server ecosystem, from chip design, hardware, software architecture and standardization to performance tuning, and applications in biology, medicine, meteorology, astronomy, geography etc. It is exciting to see that Arm servers are being used in so many areas, contributing significantly to the global economy.”