eigen axis 58 · Eigen Hacks

v1 · embedding eigenbasis · axis 58

perform · faster · speed · fast · scale · benchmark

perform, faster, speed, fast, scale, benchmark, memori, high, optim, intel, nvidia, algorithm, block, stream, gpu, acceler, deep, top, power, slow, run, stop, record, big

dominant in 111630 stories · variance scale 0.0022

Energy by year

2006 → 2026

The canon

The purest instances over the years: one story per episode, by coordinate on this axis.

Date	Story	coord	energy
2024-08-18	CPU Performance Bottlenecks Limit Parallel Processing Speedups	0.39	0.7
2021-10-22	Arm's Next-Gen GPU Architecture Almost 200% Faster	0.36	0.7
2013-03-29	A new era of GPU benchmarking	0.35	0.7
2011-09-15	Compression Benchmarking: Size vs. Speed (I want both)	0.35	0.7
2012-03-08	Many times faster (de)compression using multiple processors.	0.34	0.7
2024-02-25	Multi-threaded computing across multiple processors demoed – promises big gains	0.34	0.7
2024-03-17	Multi-threading across multiple processors demo promises big performance gains	0.34	0.7
2026-07-20	Every Microsecond Matters:Achieving Near SpeedOfLight Latency in GPU Collectives	0.34	0.7
2024-11-03	Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP	0.34	0.7
2026-07-14	CTA-Pipelining: A Latency-Oriented Spatial Scaling Method for Multi-GPU Systems	0.34	0.7
2013-01-07	Performance series: is thread contention bad?	0.34	0.7
2013-07-12	Battle Brewing Over Intel-ARM Benchmarking	0.33	0.7
2020-12-02	Performance benchmarking: beware frequency scaling	0.33	0.7
2021-09-21	Scaling TensorFlow to 300M predictions per second	0.33	0.7
2025-10-27	Severe performance penalty found in VSCode rendering loop	0.33	0.7
2018-01-22	Benchmarking Tensorflow Performance on Next Generation GPUs	0.33	0.7
2025-10-13	How parallelizing your builds can slow them down	0.33	0.7
2023-07-14	Nvidia Did It: Ray Tracing 10k Times Faster [video]	0.33	0.7
2024-02-08	Unleashing the Power of Preemptive Priority-Based Scheduling for RT GPU Tasks	0.33	0.7
2011-10-30	The LMAX Architecture - 100K TPS at Less than 1ms Latency	0.33	0.7
2025-01-13	Accurate benchmarking: how to account for the loop overhead	0.32	0.7
2025-01-16	Accurate benchmarking: how to account for the loop overhead	0.32	0.7
2021-03-12	Nvidia GPUs Are Much More Sensitive to CPU Performance Than AMD's	0.32	0.7
2021-03-17	Nvidia GPUs Are Much More Sensitive to CPU Performance Than AMD's	0.32	0.7
2018-06-18	Nvidia creates super slow-motion video smoother than a 300K fps camera	0.32	0.7
2026-01-30	Benchmarking with Vulkan: the curse of variable GPU clock rates	0.32	0.7
2017-10-26	Graphcore Preliminary “IPU” Benchmarks – Claims 2x to ~100x Over Nvidia V100	0.32	0.7
2011-04-27	Effect of memory bandwidth on GPU performance	0.32	0.7
2017-04-20	Benchmarking Tensorflow Performance and Cost Across Different GPU Options	0.32	0.7
2017-05-08	Benchmarking Tensorflow Performance and Cost Across Different GPU Options	0.32	0.7
2024-05-21	GhOST: a GPU Out-of-Order Scheduling Technique for Stall Reduction [pdf]	0.32	0.7
2026-04-29	Compute Scaling Will Slow Down Due to Increasing Lead Times	0.32	0.7
2022-01-12	When more Parallelism does not equal more Performance	0.32	0.7
2023-03-13	Multithreading in DCS increased FPS by 30-50%	0.32	0.7
2014-10-01	CPUs Outperform GPUs in Financial Markets Benchmark	0.32	0.7
2016-04-10	Nvidia’s Pascal GP100 GPU: massive bandwidth, enormous performance	0.32	0.7
2019-06-11	Performance Speed Limits	0.32	0.7
2021-09-24	Performance Speed Limits	0.32	0.7
2021-09-27	Performance Speed Limits	0.32	0.7
2021-10-07	Performance Speed Limits (2019)	0.32	0.7