WaveCut's picture
Keep only the single-host RTX PRO 6000 benchmark; drop superseded per-host tables
07b10d3 verified
Raw
History Blame Contribute Delete
2.58 kB
{
"schema_version": 1,
"model": "FLUX.2 Klein 9B",
"note": "single-host three-variant comparison: one GPU, one session, separate processes per variant, pinned revisions",
"hardware": {
"gpu": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
"torch": "2.9.1+cu128",
"cuda": "12.8"
},
"protocol": {
"width": 1024,
"height": 1024,
"steps": 4,
"guidance": 1.0,
"seed": 0,
"prompt_count": 10,
"dtype": "bfloat16",
"cpu_offload": false,
"allocator": "expandable_segments"
},
"orbitquant_package_version": "0.5.0",
"variants": [
{
"variant": "bf16",
"repo": "black-forest-labs/FLUX.2-klein-9B",
"revision": "92196c8e11f7b6cf2b7493e037d8c5345c559216",
"gpu": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
"torch": "2.9.1+cu128",
"load_seconds": 3.061781742144376,
"load_nvml_peak_bytes": 35979329536,
"cold_seconds": 1.5380592348519713,
"hot_mean_seconds": 1.2014360929839314,
"hot_median_seconds": 1.201876456500031,
"hot_p95_seconds": 1.207286735996604,
"max_cuda_allocated_peak_bytes": 37284590080,
"max_cuda_reserved_peak_bytes": 37708890112,
"max_nvml_peak_bytes": 39081017344
},
{
"variant": "sdnq",
"repo": "WaveCut/FLUX.2-klein-9B-SDNQ-uint4-static",
"revision": "ed71b3f19ce640e88b66a2a743aabb8a613adeac",
"gpu": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
"torch": "2.9.1+cu128",
"load_seconds": 3.0232842238619924,
"load_nvml_peak_bytes": 13451722752,
"cold_seconds": 5.8073041120078415,
"hot_mean_seconds": 1.2734668201068415,
"hot_median_seconds": 1.272957639535889,
"hot_p95_seconds": 1.2804428350646049,
"max_cuda_allocated_peak_bytes": 14759080448,
"max_cuda_reserved_peak_bytes": 15179186176,
"max_nvml_peak_bytes": 16553410560
},
{
"variant": "orbitquant",
"repo": "WaveCut/FLUX.2-klein-9B-OrbitQuant-W4A4",
"revision": "ee3a38f7767ae199818d746c840be0f1837887bf",
"gpu": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
"torch": "2.9.1+cu128",
"load_seconds": 1.946834340924397,
"load_nvml_peak_bytes": 12109545472,
"cold_seconds": 4.956948169972748,
"hot_mean_seconds": 1.163340676180087,
"hot_median_seconds": 1.163962614024058,
"hot_p95_seconds": 1.1686886479146779,
"max_cuda_allocated_peak_bytes": 13429025280,
"max_cuda_reserved_peak_bytes": 13841203200,
"max_nvml_peak_bytes": 15215427584
}
]
}