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2024-03-16 22:22:01,004 INFO {
    "batch_size": 256,
    "beta": 1.0,
    "body_part": "upper",
    "code_dim": 512,
    "commit": 0.02,
    "dataname": "kit",
    "depth": 3,
    "dilation_growth_rate": 3,
    "down_t": 2,
    "eval_iter": 1000,
    "exp_name": "RVQVAE",
    "gamma": 0.05,
    "loss_vel": 0.5,
    "lr": 0.0002,
    "lr_scheduler": [
        200000
    ],
    "mu": 0.99,
    "nb_code": 512,
    "nb_vis": 20,
    "out_dir": "output_beatx2/RVQVAE_upper",
    "output_emb_width": 512,
    "print_iter": 200,
    "quantizer": "ema_reset",
    "recons_loss": "l1_smooth",
    "results_dir": "visual_results/",
    "resume_gpt": null,
    "resume_pth": null,
    "seed": 123,
    "stride_t": 2,
    "total_iter": 300000,
    "vis_gt": false,
    "visual_name": "baseline",
    "vq_act": "relu",
    "vq_norm": null,
    "warm_up_iter": 1000,
    "weight_decay": 0.0,
    "width": 512,
    "window_size": 64
}
2024-03-16 22:22:01,011 INFO Training on kit, motions are with 21 joints
2024-03-16 22:22:22,467 INFO Warmup. Iter 200 :  lr 0.00004 	 Commit. 0.06728 	 PPL. 238.77 	 Recons.  0.30773
2024-03-16 22:22:43,943 INFO Warmup. Iter 400 :  lr 0.00008 	 Commit. 0.28404 	 PPL. 188.42 	 Recons.  0.14487
2024-03-16 22:23:05,297 INFO Warmup. Iter 600 :  lr 0.00012 	 Commit. 0.63379 	 PPL. 338.16 	 Recons.  0.09233
2024-03-16 22:23:26,692 INFO Warmup. Iter 800 :  lr 0.00016 	 Commit. 1.21107 	 PPL. 402.01 	 Recons.  0.06139
2024-03-16 22:24:09,176 INFO Train. Iter 200 : 	 Commit. 1.62579 	 PPL. 421.79 	 Recons.  0.04176
2024-03-16 22:24:31,179 INFO Train. Iter 400 : 	 Commit. 1.73617 	 PPL. 423.47 	 Recons.  0.03526
2024-03-16 22:24:53,285 INFO Train. Iter 600 : 	 Commit. 1.80605 	 PPL. 425.27 	 Recons.  0.03101
2024-03-16 22:25:15,562 INFO Train. Iter 800 : 	 Commit. 1.83055 	 PPL. 429.13 	 Recons.  0.02539
2024-03-16 22:25:36,206 INFO Train. Iter 1000 : 	 Commit. 1.88383 	 PPL. 428.03 	 Recons.  0.02567
2024-03-16 22:25:58,253 INFO Train. Iter 1200 : 	 Commit. 1.82084 	 PPL. 431.15 	 Recons.  0.02119
2024-03-16 22:26:20,323 INFO Train. Iter 1400 : 	 Commit. 1.88775 	 PPL. 427.82 	 Recons.  0.02260
2024-03-16 22:26:42,460 INFO Train. Iter 1600 : 	 Commit. 1.84252 	 PPL. 427.97 	 Recons.  0.02148
2024-03-16 22:27:04,726 INFO Train. Iter 1800 : 	 Commit. 1.83931 	 PPL. 429.19 	 Recons.  0.01979
2024-03-16 22:27:27,405 INFO Train. Iter 2000 : 	 Commit. 1.78415 	 PPL. 428.74 	 Recons.  0.02003
2024-03-16 22:27:49,413 INFO Train. Iter 2200 : 	 Commit. 1.81204 	 PPL. 427.72 	 Recons.  0.02072
2024-03-16 22:28:11,604 INFO Train. Iter 2400 : 	 Commit. 1.83479 	 PPL. 428.15 	 Recons.  0.02117
2024-03-16 22:28:34,118 INFO Train. Iter 2600 : 	 Commit. 1.73465 	 PPL. 429.58 	 Recons.  0.01811
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