wandb: WARNING The get_url method is deprecated and will be removed in a future release. Please use `run.url` instead.
[wandb] logging to https://wandb.ai/seungeun-goodgang-labs/animasync-v3-face/runs/jg7m88ji
[focus=lipsync] masked 21 expression channels
epoch   0  train l1=0.0190 vel=0.0000  val l1=0.0254 vel=0.0000  lr=3.74e-04  vw=0.00  4.0s
  → saved best_lipsync_v18 (val l1=0.0254)
epoch   1  train l1=0.0152 vel=0.0002  val l1=0.0257 vel=0.0003  lr=7.48e-04  vw=0.05  3.2s
epoch   2  train l1=0.0159 vel=0.0005  val l1=0.0255 vel=0.0005  lr=9.98e-04  vw=0.10  3.2s
epoch   3  train l1=0.0161 vel=0.0007  val l1=0.0255 vel=0.0008  lr=9.72e-04  vw=0.15  3.2s
epoch   4  train l1=0.0160 vel=0.0009  val l1=0.0255 vel=0.0011  lr=9.15e-04  vw=0.20  3.2s
epoch   5  train l1=0.0157 vel=0.0012  val l1=0.0256 vel=0.0013  lr=8.31e-04  vw=0.25  3.4s
epoch   6  train l1=0.0155 vel=0.0014  val l1=0.0252 vel=0.0016  lr=7.26e-04  vw=0.30  3.1s
  → saved best_lipsync_v18 (val l1=0.0252)
epoch   7  train l1=0.0151 vel=0.0016  val l1=0.0253 vel=0.0019  lr=6.06e-04  vw=0.35  3.2s
epoch   8  train l1=0.0148 vel=0.0018  val l1=0.0252 vel=0.0021  lr=4.79e-04  vw=0.40  3.1s
  → saved best_lipsync_v18 (val l1=0.0252)
epoch   9  train l1=0.0146 vel=0.0020  val l1=0.0253 vel=0.0024  lr=3.54e-04  vw=0.45  3.2s
epoch  10  train l1=0.0143 vel=0.0022  val l1=0.0250 vel=0.0026  lr=2.38e-04  vw=0.50  3.1s
  → saved best_lipsync_v18 (val l1=0.0250)
epoch  11  train l1=0.0140 vel=0.0024  val l1=0.0249 vel=0.0028  lr=1.39e-04  vw=0.55  3.2s
  → saved best_lipsync_v18 (val l1=0.0249)
epoch  12  train l1=0.0138 vel=0.0026  val l1=0.0249 vel=0.0031  lr=6.36e-05  vw=0.60  3.2s
epoch  13  train l1=0.0137 vel=0.0027  val l1=0.0248 vel=0.0033  lr=1.62e-05  vw=0.65  3.3s
  → saved best_lipsync_v18 (val l1=0.0248)
epoch  14  train l1=0.0137 vel=0.0030  val l1=0.0249 vel=0.0036  lr=0.00e+00  vw=0.70  3.3s

Done. best val l1: 0.0248
checkpoints: /dataset/kemix-engine/package/face/animasync-face-v3/models/v3_face/checkpoints