code wiki / _hdl_build / nx_iqa_sota_fetch.nx
nx_iqa_sota_fetch.nx
buildroot/runtime/_hdl_build/nx_iqa_sota_fetch.nx
about
nx_iqa_sota_fetch.nx -- GROUND the reverse-AI-judge / photoreal metric (nx_natstat) in real SOTA. Two lines:
(1) no-reference IMAGE QUALITY ASSESSMENT -- classic natural-scene-statistics (NIQE/BRISQUE, what our
scale-invariance metric descends from) + modern learned (CLIP-IQA/MANIQA/MUSIQ); perceptual (LPIPS/
DISTS/DreamSim); distribution (FID). (2) EVALUATOR-IN-REVERSE = REWARD MODELS steering image gen
(ImageReward/HPSv2/PickScore) + RL/DPO fine-tuning of diffusion (DDPO/Diffusion-DPO); + AI-image
detection (for the "know it's AI" robustness). Banks raw -> knowledge/research/iqa_*.raw. expect_exit: 0
dependencies 4 imports · 0 importers
imports: nx_syscalls.nxnx_x509_trust_store.nxnx_trust_store_load_from_certdata.nxnx_https_fetch_follow.nx
imported by: nobody (leaf or entry point)
call flow from main pre-order; caps 40 nodes / depth 6 declared; ↻ = already shown
structs
| none |
consts
| 11 | const K_MAGIC_4194304: i64 = 4194304 |
| 12 | const K_MAGIC_8388608: i64 = 8388608 |
functions
| 14 | func w(s: *u8) -> i64 { var n: i64 = 0; while s[n] != (0 as u8) { n = n + 1 } sys_write(1, s, n); return 0 } |
| 15 | func wn(v: i64) -> i64 |
| 24 | func fetch_one(store: *TrustStore, url: *u8, outpath: *u8, raw: *u8, cap: i64) -> i64 |
| 36 | func main() -> i64 |