HF计算机视觉

sayakpaul/glpn-nyu-finetuned-diode-221122-014502

glpn-nyu-finetuned-diode-221122-014502

This model is a fine-tuned version of vinvino02/glpn-nyu on the diode-subset dataset.
It achieves the following results on the evaluation set:

  • Loss: 0.3476
  • Mae: 0.2763
  • Rmse: 0.4088
  • Abs Rel: 0.3308
  • Log Mae: 0.1161
  • Log Rmse: 0.1700
  • Delta1: 0.5682
  • Delta2: 0.8301
  • Delta3: 0.9279

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 1e-05
  • train_batch_size: 24
  • eval_batch_size: 48
  • seed: 2022
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 15
  • mixed_precision_training: Native AMP

Training results

Training LossEpochStepValidation LossMaeRmseAbs RelLog MaeLog RmseDelta1Delta2Delta3
0.75981.0720.58090.76060.92810.98340.25970.30640.13200.32500.6234
0.44812.01440.40130.35070.48790.41810.14150.19500.44270.76020.9021
0.40663.02160.37060.30810.44840.36750.12690.18230.51870.79770.9148
0.39654.02880.36410.29870.43360.36070.12390.17870.52940.80720.9205
0.39425.03600.35820.29030.42510.34900.12070.17530.54660.81650.9232
0.35756.04320.35680.28980.41840.35690.12110.17530.53900.81710.9265
0.34187.05040.34900.27710.41780.32480.11560.17070.57830.83120.9259
0.29168.05760.35120.28190.41720.33730.11780.17250.56200.82530.9262
0.30559.06480.35060.28080.40910.34220.11800.17180.55370.82480.9292
0.293210.07200.35180.28090.41100.34410.11820.17240.55480.82390.9290
0.251811.07920.34760.27560.41150.32650.11550.17000.57410.83260.9264
0.317712.08640.34910.27840.41040.33330.11690.17060.56200.82900.9283
0.303813.09360.35030.27950.40940.34100.11750.17170.55960.82750.9283
0.329914.010080.34600.27500.40980.32570.11540.16930.57210.83250.9283
0.332515.010800.34760.27630.40880.33080.11610.17000.56820.83010.9279

数据统计

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