| { | |
| "tag": "teacher", | |
| "ckpt": "/workspace/runs/teacher_b/ckpt/ema.safetensors", | |
| "kind": "teacher", | |
| "steps": 50, | |
| "n": 50000, | |
| "guidance": { | |
| "ig_scale": 1.78, | |
| "ig_t_min": 0.1, | |
| "ig_t_max": 1.0, | |
| "cfg_scale": 1.0, | |
| "cfg_t_min": 0.0, | |
| "cfg_t_max": 0.7 | |
| }, | |
| "gpu": "NVIDIA GeForce RTX 4090", | |
| "ckpt_step": "46708", | |
| "samples_seen": "11957248", | |
| "git": null, | |
| "generation_seconds": 5138.1, | |
| "fd_dinov2": 62.39, | |
| "precision": 0.7869, | |
| "recall": 0.6827, | |
| "fid_clean": 4.6, | |
| "fid_legacy_tensorflow": 4.588, | |
| "memorization": { | |
| "gen_nn_sim_p50": 0.58, | |
| "gen_nn_sim_p99": 0.7878, | |
| "train_nn_sim_p50": 0.8215, | |
| "train_nn_sim_p99": 0.9739, | |
| "threshold_train_p99.9": 0.9891, | |
| "frac_gen_above_threshold": 0.0 | |
| }, | |
| "controllability": { | |
| "cfg_scale": 2.0, | |
| "per_attribute": { | |
| "Male": { | |
| "yes": 0.7266, | |
| "no": 0.8906 | |
| }, | |
| "Eyeglasses": { | |
| "yes": 0.8828, | |
| "no": 0.8594 | |
| }, | |
| "Hat": { | |
| "yes": 0.8828, | |
| "no": 0.8906 | |
| }, | |
| "Goatee": { | |
| "yes": 0.9531, | |
| "no": 0.8398 | |
| }, | |
| "Sideburns": { | |
| "yes": 0.9141, | |
| "no": 0.8438 | |
| }, | |
| "Beard": { | |
| "yes": 0.9609, | |
| "no": 0.7461 | |
| }, | |
| "Lipstick": { | |
| "yes": 0.7305, | |
| "no": 0.8438 | |
| }, | |
| "Gray_Hair": { | |
| "yes": 0.9531, | |
| "no": 0.7422 | |
| }, | |
| "Bangs": { | |
| "yes": 0.8945, | |
| "no": 0.7969 | |
| }, | |
| "Blond_Hair": { | |
| "yes": 0.7539, | |
| "no": 0.8281 | |
| }, | |
| "Smiling": { | |
| "yes": 0.7852, | |
| "no": 0.8828 | |
| }, | |
| "Mouth_Open": { | |
| "yes": 0.8398, | |
| "no": 0.8164 | |
| } | |
| }, | |
| "mean_accuracy": 0.8441, | |
| "unconditional_positive_rate": { | |
| "Male": 0.4821, | |
| "Eyeglasses": 0.2726, | |
| "Hat": 0.1591, | |
| "Goatee": 0.2404, | |
| "Sideburns": 0.2123, | |
| "Beard": 0.2752, | |
| "Lipstick": 0.3017, | |
| "Gray_Hair": 0.2401, | |
| "Bangs": 0.3011, | |
| "Blond_Hair": 0.1699, | |
| "Smiling": 0.6078, | |
| "Mouth_Open": 0.557 | |
| } | |
| }, | |
| "speed": { | |
| "batch1": { | |
| "generator_ms_per_img": 732.59, | |
| "decoder_ms_per_img": 13.34, | |
| "images_per_s": 1.34 | |
| }, | |
| "batch16": { | |
| "generator_ms_per_img": 66.84, | |
| "decoder_ms_per_img": 2.2, | |
| "images_per_s": 14.48 | |
| } | |
| } | |
| } |