lecture_4/verified_examples/classifier-gradient/report.json

{
  "metrics": {
    "valid_dna": true,
    "unique_fraction": 0.5,
    "mean_gc": 0.90625,
    "mean_atat_match": 0.03125
  },
  "method": "classifier-gradient",
  "data": "synthetic DNA; not biological validation",
  "classifier_final_loss": 0.3678973913192749,
  "train_loss_first_20_mean": 4.838834500312805,
  "train_loss_last_20_mean": 2.613932800292969,
  "validation_loss_one_mc_draw": 3.0652260780334473,
  "guidance": "learned noisy classifier; final residual masks use denoiser closure"
}