{ "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 } } }