Probe traces for "Edge-Inference Governors Need Memory-Clock State"
收藏资源简介:
Bulk raw measurement traces underlying the paper "Edge-Inference GovernorsNeed Memory-Clock State" (Jaehoon Kang), arXiv:2606.16106. This archive holds the large raw traces kept out of the companion coderepository for size reasons. The measurement harness, campaign runners,analysis scripts, per-run summaries, and the deployed-governor result tableslive at https://github.com/dankang21/jetson-latency-lab — this datasetcomplements the repository with bulk per-cycle and per-transition tracesonly. SHA256SUMS is included for integrity verification. Contents of this version- partb_ext_nano.tar.gz — Part-B extension: 100,000-cycle tail cells on the Orin Nano (ViT-Small and L2-resident GEMM x EMC x adversary).- partb_nx.tar.gz — Orin NX Part-B burst-replication matrix (EMC 2133/3199 MHz x adversary) plus worst-cell repeats (nx_pb_*).- e4_replication_nano.tar.gz — Orin Nano root-protocol replication runs (nano_rep_*) for the independent burst replication.- e3_governor_nx.tar.gz — auxiliary clock-lock/readback traces for the Orin NX deployed-governor cells.- soak_power_1khz.csv.gz — 1 kHz INA3221 VDD_IN power trace of the one-hour saturated Qwen2.5 decode soak.- nx_probe_emc_3199_2133.csv.gz, nx_probe_gpu_1173_816.csv.gz — Orin NX EMC/GPU frequency-transition probe traces (per-quantum, cycle-counted).- Carried over from the previous version: the Orin Nano per-pair frequency-transition probe traces (*.probe.csv) for the EMC/CPU/GPU actuation campaigns. Platforms: NVIDIA Jetson Orin Nano Super (8 GB, L4T R36.5) and Jetson OrinNX 16 GB (L4T R36.4.3), JetPack 6. Each run carries its locked CPU/GPU/EMCclocks, power mode, and command line in a .meta.json or in-file header; CSVcolumn definitions are documented in the harness repository. This version adds the two-SKU deployed-governor and contract-admission eradatasets (tail-cell extension, NX burst replication, governor auxiliaries,soak power trace, NX transition probes) to the earlier probe-trace release.



