Upload models/pix2pix/level9.0_seed44/config.yaml with huggingface_hub

models/pix2pix/level9.0_seed44/config.yaml

@@ -0,0 +1,89 @@
+experiment:
+  name: denoise_pix2pix_base0521_level9.0_seed44
+  output_dir: /data/shared/benchmark/ground_roll/results_0510
+  seed: 44
+  device: cuda:4
+data:
+  segy_pair:
+    input_path: /data/shared/benchmark/ground_roll/noisy/SEGC3_shots1_9_noisy_9.0.sgy
+    target_path: /data/shared/benchmark/ground_roll/noise/SEGC3_shots1_9_noise_9.0.sgy
+    traces_per_shot: 201
+    time_downsample: 1
+  shot_split:
+    train: 7
+    val: 1
+    test: 1
+  loader:
+    batch_size: 256
+    num_workers: 4
+    pin_memory: true
+preprocess:
+  normalize_mode: max_abs
+  normalize_scope: global
+  patch_time: 256
+  patch_trace: 128
+  patch_overlap: 0.5
+  max_shots: null
+model:
+  type: pix2pix_generator
+  params:
+    in_channels: 1
+    out_channels: 1
+discriminator:
+  in_channels: 1
+gan:
+  lambda_l1: 100.0
+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: 0.0002
+    betas:
+    - 0.5
+    - 0.999
+d_optim:
+  type: adam
+  params:
+    lr: 0.0002
+    betas:
+    - 0.5
+    - 0.999
+scheduler:
+  type: cosine
+  params:
+    min_lr: 1.0e-06
+d_scheduler:
+  type: cosine
+  params:
+    min_lr: 1.0e-06
+train:
+  epochs: 100
+  grad_clip: null
+  log_step: false
+  log_interval: 10
+  eval_interval: 1
+  ckpt_interval: 20
+  vis_interval: 5
+  resume: null
+log:
+  log_dir: logs
+  plot_interval: 5