Upload models/physics/level7.0_seed43/config.yaml with huggingface_hub

models/physics/level7.0_seed43/config.yaml

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+experiment:
+  name: denoise_physics_base0526_level7.0_seed43
+  output_dir: /cloud/cloud-s3fs/ground_roll/results_0526
+  seed: 43
+  device: cuda
+data:
+  segy_pair:
+    input_path: /home/data/noisy/SEGC3_shots1_9_noisy_7.0.sgy
+    target_path: /home/data/noise/SEGC3_shots1_9_noise_7.0.sgy
+    traces_per_shot: 201
+    time_downsample: 1
+  shot_split:
+    train: 7
+    val: 1
+    test: 1
+  loader:
+    batch_size: 128
+    num_workers: 4
+    pin_memory: true
+preprocess:
+  normalize_mode: max_abs
+  normalize_scope: shot
+  patch_time: 256
+  patch_trace: 128
+  patch_overlap: 0.5
+  max_shots: null
+model:
+  type: physics_unet
+  params:
+    in_channels: 1
+    out_channels: 1
+    base_channels: 32
+    num_levels: 3
+fk_classifier:
+  base_channels: 32
+  dropout: 0.5
+  lr: 0.0001
+  epochs: 50
+  batch_size: 64
+physics_loss:
+  lambda_signal_class: 0.1
+  lambda_noise_class: 0.1
+  lambda_recover_data: 0.5
+  lambda_recover_noise_class: 0.1
+metrics:
+- name: snr
+  params:
+    reduction: per_sample
+- name: psnr
+  params:
+    data_range: 1.0
+    reduction: per_sample
+- name: ssim
+  params:
+    data_range: 2.0
+    window_size: 11
+    sigma: 1.5
+- name: mae
+  params: {}
+- name: mse
+  params: {}
+- name: rmse
+  params:
+    reduction: per_sample
+optim:
+  type: adam
+  params:
+    lr: 0.0001
+scheduler:
+  type: cosine
+  params:
+    min_lr: 1.0e-06
+train:
+  epochs: 100
+  grad_clip: 1.0
+  log_step: false
+  log_interval: 10
+  eval_interval: 1
+  ckpt_interval: 20
+  vis_interval: 20
+  resume: null
+log:
+  log_dir: logs
+  plot_interval: 5