Datasets:

Lightcap
/

seu-3dgs

Tags:

License:

Dataset card Files Files and versions

xet

Community

Dataset Viewer

Auto-converted to Parquet Duplicate

Subset (2)

multi_upset · 13.4k rows

Split (1)

train · 13.4k rows

k float64 1 20k	rep float64 0 59	psnr float64 2.29 120	ssim float64 0.26 1	lpips float64 0 0.83	mse float64 0 0.59	cat float64 0 1	scene large_stringclasses 4 values	precision large_stringclasses 3 values	guarded bool 2 classes
1	0	56.28174	0.999763	0.004355	0.000002	1	chair	bf16	false
1	1	120	1	0	0	1	chair	bf16	false
1	2	120	1	0	0	1	chair	bf16	false
1	3	120	1	0	0	1	chair	bf16	false
1	4	120	1	0	0	1	chair	bf16	false
1	5	120	1	0	0	1	chair	bf16	false
1	6	120	1	0	0	1	chair	bf16	false
1	7	120	1	0	0	1	chair	bf16	false
1	8	86.406778	1	0	0	1	chair	bf16	false
1	9	50.004206	0.999833	0.005623	0.00001	1	chair	bf16	false
1	10	120	1	0	0	1	chair	bf16	false
1	11	62.704984	0.999984	0.000025	0.000001	1	chair	bf16	false
1	12	120	1	0	0	1	chair	bf16	false
1	13	120	1	0	0	1	chair	bf16	false
1	14	109.227257	1	0	0	1	chair	bf16	false
1	15	120	1	0	0	1	chair	bf16	false
1	16	120	1	0	0	1	chair	bf16	false
1	17	120	1	0	0	1	chair	bf16	false
1	18	120	1	0	0	1	chair	bf16	false
1	19	72.446621	0.999987	0.000002	0	1	chair	bf16	false
1	20	120	1	0	0	1	chair	bf16	false
1	21	120	1	0	0	1	chair	bf16	false
1	22	120	1	0	0	1	chair	bf16	false
1	23	120	1	0	0	1	chair	bf16	false
1	24	120	1	0	0	1	chair	bf16	false
1	25	99.631039	1	0	0	1	chair	bf16	false
1	26	120	1	0	0	1	chair	bf16	false
1	27	120	1	0	0	1	chair	bf16	false
1	28	96.534036	1	0	0	1	chair	bf16	false
1	29	106.777275	1	0	0	1	chair	bf16	false
1	30	86.445477	0.999999	0	0	1	chair	bf16	false
1	31	120	1	0	0	1	chair	bf16	false
1	32	120	1	0	0	1	chair	bf16	false
1	33	120	1	0	0	1	chair	bf16	false
1	34	120	1	0	0	1	chair	bf16	false
1	35	120	1	0	0	1	chair	bf16	false
1	36	104.881487	1	0	0	1	chair	bf16	false
1	37	62.15841	0.999981	0.000011	0.000001	1	chair	bf16	false
1	38	120	1	0	0	1	chair	bf16	false
1	39	120	1	0	0	1	chair	bf16	false
1	40	120	1	0	0	1	chair	bf16	false
1	41	109.512999	1	0	0	1	chair	bf16	false
1	42	120	1	0	0	1	chair	bf16	false
1	43	93.265066	1	0	0	1	chair	bf16	false
1	44	120	1	0	0	1	chair	bf16	false
1	45	102.097428	1	0	0	1	chair	bf16	false
1	46	109.498754	1	0	0	1	chair	bf16	false
1	47	103.002959	1	0	0	1	chair	bf16	false
1	48	120	1	0	0	1	chair	bf16	false
1	49	120	1	0	0	1	chair	bf16	false
1	50	120	1	0	0	1	chair	bf16	false
1	51	67.088622	0.999981	0.000023	0	1	chair	bf16	false
1	52	120	1	0	0	1	chair	bf16	false
1	53	88.322498	1	0	0	1	chair	bf16	false
1	54	120	1	0	0	1	chair	bf16	false
1	55	120	1	0	0	1	chair	bf16	false
1	56	120	1	0	0	1	chair	bf16	false
1	57	119.197056	1	0	0	1	chair	bf16	false
1	58	114.821335	1	0	0	1	chair	bf16	false
1	59	120	1	0	0	1	chair	bf16	false
2	0	120	1	0	0	1	chair	bf16	false
2	1	120	1	0	0	1	chair	bf16	false
2	2	69.90799	0.999996	0.000002	0	1	chair	bf16	false
2	3	120	1	0	0	1	chair	bf16	false
2	4	95.932756	1	0	0	1	chair	bf16	false
2	5	111.465937	1	0	0	1	chair	bf16	false
2	6	120	1	0	0	1	chair	bf16	false
2	7	56.142477	0.999937	0.001138	0.000002	1	chair	bf16	false
2	8	120	1	0	0	1	chair	bf16	false
2	9	120	1	0	0	1	chair	bf16	false
2	10	120	1	0	0	1	chair	bf16	false
2	11	120	1	0	0	1	chair	bf16	false
2	12	120	1	0	0	1	chair	bf16	false
2	13	120	1	0	0	1	chair	bf16	false
2	14	115.549716	1	0	0	1	chair	bf16	false
2	15	120	1	0	0	1	chair	bf16	false
2	16	120	1	0	0	1	chair	bf16	false
2	17	120	1	0	0	1	chair	bf16	false
2	18	50.839959	0.998742	0.006079	0.000008	1	chair	bf16	false
2	19	120	1	0	0	1	chair	bf16	false
2	20	120	1	0	0	1	chair	bf16	false
2	21	120	1	0	0	1	chair	bf16	false
2	22	120	1	0	0	1	chair	bf16	false
2	23	104.50689	1	0	0	1	chair	bf16	false
2	24	55.317288	0.999903	0.00021	0.000003	1	chair	bf16	false
2	25	120	1	0	0	1	chair	bf16	false
2	26	120	1	0	0	1	chair	bf16	false
2	27	120	1	0	0	1	chair	bf16	false
2	28	101.365844	1	0	0	1	chair	bf16	false
2	29	112.60196	1	0	0	1	chair	bf16	false
2	30	120	1	0	0	1	chair	bf16	false
2	31	94.516724	1	0	0	1	chair	bf16	false
2	32	120	1	0	0	1	chair	bf16	false
2	33	120	1	0	0	1	chair	bf16	false
2	34	48.572837	0.99959	0.003134	0.000014	1	chair	bf16	false
2	35	120	1	0	0	1	chair	bf16	false
2	36	120	1	0	0	1	chair	bf16	false
2	37	104.203254	1	0	0	1	chair	bf16	false
2	38	120	1	0	0	1	chair	bf16	false
2	39	118.018203	1	0	0	1	chair	bf16	false

End of preview. Expand in Data Studio

Single-Event Upsets in 3D Gaussian Splatting Rendering

Artifacts for the paper Single-Event Upsets in 3D Gaussian Splatting Rendering: Bit-Level Criticality, Spatial Extent, and a Parallel Support Guard (F. Alpay and B. Basaran).

A trained 3DGS model is a large floating-point array resident in GPU memory, so a single-event upset is one flipped bit in one parameter. This repository releases the fault-injection engine, the trained models, the per-cell aggregated records of more than three million controlled single-bit upsets, the multi-upset records, the throughput measurements, the logs (including the periodic device-utilization trace), and the scripts that regenerate every figure and table in the paper.

Trained scenes

scene	primitives	PSNR (dB)	SSIM
chair	134,826	39.22	0.9942
lego	121,691	30.70	0.9815
ficus	125,606	31.99	0.9855
hotdog	63,452	38.50	0.9874

Layout

code/        training, fault-injection engine, campaign, analysis, figures
models/      trained gsplat checkpoints per scene (model.pt)
data/        per-injection records as Parquet (browsable in the viewer)
results/     aggregate.json, bench.json, multiupset/largescene records, summaries
logs/        campaign / driver / GPU-utilisation logs
figures/     regenerated figures, tables, and numbers.tex

Paper: see PAPER_URL below. Reproduce with code/ following code/'s header comments; the GPU run used an RTX 5090 (sm_120), PyTorch 2.12 / CUDA 13, gsplat 1.5.3.

PAPER_URL: ARXIV_LINK_PLACEHOLDER

The per-injection records are browsable in the dataset viewer (single_bit_upsets: one row per single-bit upset, several million rows; multi_upset: accumulated-dose records), stored as Parquet under data/.

Downloads last month: 24