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2024-03-16 22:22:23,240 INFO {
    "batch_size": 256,
    "beta": 1.0,
    "body_part": "lower",
    "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",
    "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 22:22:23,247 INFO Training on kit, motions are with 21 joints
2024-03-16 22:22:46,941 INFO Warmup. Iter 200 :  lr 0.00004 	 Commit. 0.03632 	 PPL. 281.38 	 Recons.  0.29623
2024-03-16 22:23:08,046 INFO Warmup. Iter 400 :  lr 0.00008 	 Commit. 0.32469 	 PPL. 157.60 	 Recons.  0.12597
2024-03-16 22:23:29,221 INFO Warmup. Iter 600 :  lr 0.00012 	 Commit. 0.67509 	 PPL. 310.94 	 Recons.  0.07468
2024-03-16 22:23:50,290 INFO Warmup. Iter 800 :  lr 0.00016 	 Commit. 0.85791 	 PPL. 409.21 	 Recons.  0.04913
2024-03-16 22:24:31,869 INFO Train. Iter 200 : 	 Commit. 1.01528 	 PPL. 405.90 	 Recons.  0.03009
2024-03-16 22:24:53,464 INFO Train. Iter 400 : 	 Commit. 0.99972 	 PPL. 404.29 	 Recons.  0.02545
2024-03-16 22:25:14,492 INFO Train. Iter 600 : 	 Commit. 0.99347 	 PPL. 404.71 	 Recons.  0.02108
2024-03-16 22:25:35,674 INFO Train. Iter 800 : 	 Commit. 0.98879 	 PPL. 405.87 	 Recons.  0.01883
2024-03-16 22:25:56,170 INFO Train. Iter 1000 : 	 Commit. 0.97120 	 PPL. 405.82 	 Recons.  0.01820
2024-03-16 22:26:17,246 INFO Train. Iter 1200 : 	 Commit. 0.98959 	 PPL. 409.54 	 Recons.  0.01849
2024-03-16 22:26:38,269 INFO Train. Iter 1400 : 	 Commit. 0.98559 	 PPL. 409.75 	 Recons.  0.01720
2024-03-16 22:26:59,354 INFO Train. Iter 1600 : 	 Commit. 0.96971 	 PPL. 410.59 	 Recons.  0.01663
2024-03-16 22:27:20,918 INFO Train. Iter 1800 : 	 Commit. 0.94975 	 PPL. 412.82 	 Recons.  0.01425
2024-03-16 22:27:41,929 INFO Train. Iter 2000 : 	 Commit. 0.98705 	 PPL. 410.40 	 Recons.  0.01766
2024-03-16 22:28:02,856 INFO Train. Iter 2200 : 	 Commit. 0.90901 	 PPL. 416.23 	 Recons.  0.01198
2024-03-16 22:28:24,209 INFO Train. Iter 2400 : 	 Commit. 0.88701 	 PPL. 416.08 	 Recons.  0.01070
2024-03-16 22:28:45,502 INFO Train. Iter 2600 : 	 Commit. 0.95768 	 PPL. 411.78 	 Recons.  0.01606
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