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We’ve been living in a world defined by the same computer architecture for the last 50 years, but while x86, ARM, and even GPUs have evolved, they all still struggle with the fundamental bottleneck of the instruction stream. Today I talk to Ilan to break down the "software sins" of the past and explore how ditching von Neumann principles entirely makes sense. We’re talking about a move to direct graph execution where the hardware bypasses the overhead of instruction fetching and reordering to pipeline whole loops every single cycle. [00:00] Why New Architectures Appear [01:58] What Breaks in CPUs [03:06] The Software Overhead [05:05] From Instructions to Dataflow [07:10] On-Chip Memory Translation [09:42] Irregular Workloads like HPC [12:58] Compiler as Scheduler?! [16:05] CPU and GPU Comparison [18:47] Efficiency Metrics [22:40] Package Scaling Limits [26:58] Multi-Chip Scaling Written version of the interview: https://open.substack.com/pub/moretha... ----------------------- Need POTATO merch? There's a chip for that! http://merch.techtechpotato.com http://more-moore.com : Sign up to the More Than Moore Newsletter / techtechpotato : Patreon gets you access to the TTP Discord server! Follow Ian on Twitter at / iancutress Follow TechTechPotato on Twitter at / techtechpotato If you're in the market for something from Amazon, please use the following links. TTP may receive a commission if you purchase anything through these links. Amazon USA : https://geni.us/AmazonUS-TTP Amazon UK : https://geni.us/AmazonUK-TTP Amazon CAN : https://geni.us/AmazonCAN-TTP Amazon GER : https://geni.us/AmazonDE-TTP Amazon Other : https://geni.us/TTPAmazonOther Ending music: • An Jone - Night Run Away ----------------------- Welcome to the TechTechPotato (c) Dr. Ian Cutress Ramblings about things related to Technology from an analyst for More Than Moore #techtechpotato #interview #nextsilicon ------------ More Than Moore, as with other research and analyst firms, provides or has provided paid research, analysis, advising, or consulting to many high-tech companies in the industry, which may include advertising on the More Than Moore newsletter or TechTechPotato YouTube channel and related social media. The companies that fall under this banner include AMD, Applied Materials, Arm, Armari, ASM, Ayar Labs, Baidu, Bolt Graphics, Dialectica, Facebook, GLG, Guidepoint, IBM, Impala, Infineon, Intel, Kuehne+Nagel, Lattice Semi, Linode, MediaTek, NeuReality, NextSilicon, NordPass, NVIDIA, ProteanTecs, Qualcomm, Recogni, SiFive, SIG, SiTime, Supermicro, Synopsys, Tenstorrent, Third Bridge, TSMC, Untether AI, Ventana Micro.