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2024-03-29 22:47:31,675 INFO {
    "batch_size": 256,
    "beta": 1.0,
    "body_part": "lower_trans",
    "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_lower_trans",
    "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
}
2024-03-29 22:47:31,683 INFO Training on kit, motions are with 21 joints
2024-03-29 22:47:58,506 INFO Warmup. Iter 200 :  lr 0.00004 	 Commit. 0.04082 	 PPL. 285.49 	 Recons.  0.29989
2024-03-29 22:48:23,633 INFO Warmup. Iter 400 :  lr 0.00008 	 Commit. 0.36833 	 PPL. 156.41 	 Recons.  0.12814
2024-03-29 22:48:48,528 INFO Warmup. Iter 600 :  lr 0.00012 	 Commit. 0.62618 	 PPL. 338.75 	 Recons.  0.07369
2024-03-29 22:49:13,260 INFO Warmup. Iter 800 :  lr 0.00016 	 Commit. 0.90612 	 PPL. 412.95 	 Recons.  0.04982
2024-03-29 22:50:02,392 INFO Train. Iter 200 : 	 Commit. 1.06469 	 PPL. 409.46 	 Recons.  0.03120
2024-03-29 22:50:27,034 INFO Train. Iter 400 : 	 Commit. 1.04439 	 PPL. 406.06 	 Recons.  0.02697
2024-03-29 22:50:51,635 INFO Train. Iter 600 : 	 Commit. 1.07187 	 PPL. 405.73 	 Recons.  0.02511
2024-03-29 22:51:16,411 INFO Train. Iter 800 : 	 Commit. 1.08602 	 PPL. 406.67 	 Recons.  0.02193
2024-03-29 22:51:40,120 INFO Train. Iter 1000 : 	 Commit. 1.09110 	 PPL. 407.39 	 Recons.  0.02053
2024-03-29 22:52:05,075 INFO Train. Iter 1200 : 	 Commit. 1.09175 	 PPL. 409.76 	 Recons.  0.01823
2024-03-29 22:52:29,844 INFO Train. Iter 1400 : 	 Commit. 1.10665 	 PPL. 410.57 	 Recons.  0.01781
2024-03-29 22:52:54,279 INFO Train. Iter 1600 : 	 Commit. 1.09611 	 PPL. 411.29 	 Recons.  0.01823
2024-03-29 22:53:18,808 INFO Train. Iter 1800 : 	 Commit. 1.06101 	 PPL. 414.17 	 Recons.  0.01530
2024-03-29 22:53:43,190 INFO Train. Iter 2000 : 	 Commit. 1.07372 	 PPL. 413.28 	 Recons.  0.01518
2024-03-29 22:54:08,219 INFO Train. Iter 2200 : 	 Commit. 1.07348 	 PPL. 412.27 	 Recons.  0.01605
2024-03-29 22:54:32,531 INFO Train. Iter 2400 : 	 Commit. 1.08075 	 PPL. 413.45 	 Recons.  0.01436
2024-03-29 22:54:56,907 INFO Train. Iter 2600 : 	 Commit. 0.99605 	 PPL. 414.52 	 Recons.  0.01251
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