Published February 4, 2026
| Version V-1.0
Software
Open
Edge Inference Benchmark: Time Series Foundation Models on Consumer GPUs
Authors/Creators
Description
A benchmark framework evaluating accuracy-efficiency tradeoffs of time series foundation models (Chronos, Moirai) on consumer GPUs with 6GB VRAM. Includes experiments across 4 datasets (ETTh1, Exchange, Traffic, Weather) and 8 models spanning statistical, tree-based, and foundation model paradigms.
Notes
If you use this software, please cite it as below.
Files
rakaarao17/edge_inference_benchmark_release-V-1.0.zip
Files
(789.5 kB)
| Name | Size | Download all |
|---|---|---|
|
md5:6860c9068ddf03ee2669c33911b842f5
|
789.5 kB | Preview Download |
Additional details
Related works
- Is supplement to
- Software: https://github.com/rakaarao17/edge_inference_benchmark_release/tree/V-1.0 (URL)