HumanDiT / eval /gan_1step.json
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{
"tag": "gan_1step",
"ckpt": "/workspace/runs/student_gan/student.safetensors",
"kind": "student",
"steps": 1,
"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": "2440",
"samples_seen": null,
"git": null,
"generation_seconds": 378.9,
"fd_dinov2": 2400.61,
"precision": 0.5324,
"recall": 0.0,
"fid_clean": 206.865,
"fid_legacy_tensorflow": 204.905,
"memorization": {
"gen_nn_sim_p50": 0.5344,
"gen_nn_sim_p99": 0.541,
"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": 1.0,
"no": 0.0
},
"Eyeglasses": {
"yes": 0.0,
"no": 1.0
},
"Hat": {
"yes": 0.9883,
"no": 0.0078
},
"Goatee": {
"yes": 0.0,
"no": 1.0
},
"Sideburns": {
"yes": 0.0,
"no": 1.0
},
"Beard": {
"yes": 0.0,
"no": 1.0
},
"Lipstick": {
"yes": 0.7734,
"no": 0.2305
},
"Gray_Hair": {
"yes": 0.0,
"no": 1.0
},
"Bangs": {
"yes": 0.0,
"no": 1.0
},
"Blond_Hair": {
"yes": 0.0,
"no": 1.0
},
"Smiling": {
"yes": 1.0,
"no": 0.0
},
"Mouth_Open": {
"yes": 1.0,
"no": 0.0
}
},
"mean_accuracy": 0.5,
"unconditional_positive_rate": {
"Male": 1.0,
"Eyeglasses": 0.0004,
"Hat": 0.9897,
"Goatee": 0.0,
"Sideburns": 0.0,
"Beard": 0.0,
"Lipstick": 0.7879,
"Gray_Hair": 0.0,
"Bangs": 0.0,
"Blond_Hair": 0.0,
"Smiling": 1.0,
"Mouth_Open": 1.0
}
},
"speed": {
"batch1": {
"generator_ms_per_img": 13.79,
"decoder_ms_per_img": 11.19,
"images_per_s": 40.03
},
"batch16": {
"generator_ms_per_img": 1.34,
"decoder_ms_per_img": 2.15,
"images_per_s": 287.11
}
}
}