Checkpoint: runs/yukawa_L16_g0.1_ncsnpp/models/epoch=0019.ckpt
norm_min: -1.2394908163737572, norm_max: 1.2552167270180536
L=16, g=0.1, sigma=50.0
Sampling (EM)  num_steps=2000  n_repeats=1  num_samples/rep=10240
Seed: 0 (fixed IC + reverse-step noise)

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Sampling (EM): 100%|██████████| 2000/2000 [01:29<00:00, 22.46it/s]
Saved samples to runs/yukawa_L16_g0.1_ncsnpp/data/samples_em_log_steps2000_0019.npy, shape: (16, 16, 10240)
Saved plot to runs/yukawa_L16_g0.1_ncsnpp/data/samples_em_log_steps2000_0019.png
Checkpoint: runs/yukawa_L16_g0.1_ncsnpp/models/epoch=0019.ckpt
norm_min: -1.2394908163737572, norm_max: 1.2552167270180536
L=16, g=0.1, sigma=50.0
Sampling (EM)  num_steps=2000  n_repeats=1  num_samples/rep=10240
Seed: 0 (fixed IC + reverse-step noise)

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Sampling (EM):  97%|█████████▋| 1942/2000 [01:26<00:02, 22.44it/s]
Sampling (EM):  97%|█████████▋| 1945/2000 [01:26<00:02, 22.43it/s]
Sampling (EM):  97%|█████████▋| 1948/2000 [01:26<00:02, 22.44it/s]
Sampling (EM):  98%|█████████▊| 1951/2000 [01:27<00:02, 22.43it/s]
Sampling (EM):  98%|█████████▊| 1954/2000 [01:27<00:02, 22.44it/s]
Sampling (EM):  98%|█████████▊| 1957/2000 [01:27<00:01, 22.44it/s]
Sampling (EM):  98%|█████████▊| 1960/2000 [01:27<00:01, 22.44it/s]
Sampling (EM):  98%|█████████▊| 1963/2000 [01:27<00:01, 22.44it/s]
Sampling (EM):  98%|█████████▊| 1966/2000 [01:27<00:01, 22.44it/s]
Sampling (EM):  98%|█████████▊| 1969/2000 [01:27<00:01, 22.44it/s]
Sampling (EM):  99%|█████████▊| 1972/2000 [01:28<00:01, 22.44it/s]
Sampling (EM):  99%|█████████▉| 1975/2000 [01:28<00:01, 22.44it/s]
Sampling (EM):  99%|█████████▉| 1978/2000 [01:28<00:00, 22.44it/s]
Sampling (EM):  99%|█████████▉| 1981/2000 [01:28<00:00, 22.44it/s]
Sampling (EM):  99%|█████████▉| 1984/2000 [01:28<00:00, 22.44it/s]
Sampling (EM):  99%|█████████▉| 1987/2000 [01:28<00:00, 22.44it/s]
Sampling (EM): 100%|█████████▉| 1990/2000 [01:28<00:00, 22.44it/s]
Sampling (EM): 100%|█████████▉| 1993/2000 [01:28<00:00, 22.44it/s]
Sampling (EM): 100%|█████████▉| 1996/2000 [01:29<00:00, 22.44it/s]
Sampling (EM): 100%|█████████▉| 1999/2000 [01:29<00:00, 22.44it/s]
Sampling (EM): 100%|██████████| 2000/2000 [01:29<00:00, 22.40it/s]
Saved samples to runs/yukawa_L16_g0.1_ncsnpp/data/samples_em_linear_steps2000_0019.npy, shape: (16, 16, 10240)
Saved plot to runs/yukawa_L16_g0.1_ncsnpp/data/samples_em_linear_steps2000_0019.png