Upload bench_config.yaml

bench_config.yaml

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+name: test-run
+
+trainer:
+  model_path: "nai_diffusers"
+  # model_url: ""
+  # init_batch_size: 12
+  batch_size: 6
+  resolution: 512
+  center_crop: false
+  gradient_checkpointing: true
+  clip_skip: 2
+  seed: 1138
+  use_ema: false
+  use_hivemind: false
+  use_xformers: true
+  lr_scale: sqrt
+  train_text_encoder: false
+  attention_slicing: false
+  vae_slicing: true
+
+  offset_noise: true
+  offset_noise_val: 0.06
+  min_snr: true
+  min_snr_val: 3
+  
+checkpoint:
+  monitor: 'epoch'
+  dirpath: checkpoint_bench
+  filename: 'sample-nd-epoch{epoch:02d}'
+  auto_insert_metric_name: false
+  every_n_epochs: 1
+  save_top_k: -1
+  mode: 'max'
+  save_last: False
+
+lightning:
+  accelerator: gpu
+  devices: -1
+  auto_select_gpus: true
+  # limit_train_batches: 100
+  max_epochs: 20
+  precision: 16
+  log_every_n_steps: 1
+  accumulate_grad_batches: 1
+  gradient_clip_val: 0
+  auto_scale_batch_size: false
+  auto_lr_find: false
+
+arb:
+  enabled: true
+  debug: false
+  base_res: [512, 512]
+  max_size: [768, 512]
+  divisible: 64
+  max_ar_error: 4
+  min_dim: 256
+  dim_limit: 1024
+
+dataset:
+  img_path: 
+    - "/home/ec2-user/SageMaker/minibench/images"
+  center_crop: false
+  ucg: 0.07
+  debug_arb: false
+  num_workers: 6
+  process_tags: true
+  important_tags: []
+  allow_duplicates: false
+  augment:
+    enabled: true
+    debug: false
+    dropout: 0.8
+    methods:
+      adjust_brightness: 0.04
+      adjust_contrast: 0.05
+      rotate_with_crop: 3
+
+optimizer:
+  name: lion_pytorch.lion_pytorch.Lion
+  params:
+    lr: 1.7e-7
+    weight_decay: 1e-2
+    # eps: 1e-8
+
+lr_scheduler:
+  name: torch.optim.lr_scheduler.CosineAnnealingLR
+  warmup: 
+    enabled: true
+    init_lr: 2e-8
+    num_warmup: 50
+    strategy: "cos"
+  params:
+    T_max: 6
+    eta_min: 1e-7
+    last_epoch: -1
+
+monitor:
+  wandb_id: ""
+  huggingface_repo: ""
+  hf_auth_token: ""
+  store_checkpoints: true
+
+sampling:
+  enabled: true
+  use_wandb: true
+  every_n_steps: 112
+  every_n_epochs: 1
+  save_dir: "samples"
+  seed: 1139
+  height: 768
+  width: 512
+  steps: 20
+  cfg_scale: 7
+  negative_prompts: 
+    - "nsfw, text, error, signature, watermark, username, realistic,3d, multiple people, animals, lowres, cropped, worth quality ,low quality, normal quality, jpeg artifacts, blurry, bad anatomy, bad hands, bad arms, bad feet, bad anatomy, missing fingers, extra digits, fewer digits, long neck, missing legs, huge person, optical_illusion"
+    - "nsfw, text, error, signature, watermark, username, realistic,3d, multiple people, animals, lowres, cropped, worth quality ,low quality, normal quality, jpeg artifacts, blurry, bad anatomy, bad hands, bad arms, bad feet, bad anatomy, missing fingers, extra digits, fewer digits, long neck, missing legs, huge person, optical_illusion"
+    - "nsfw, text, error, signature, watermark, username, realistic,3d, multiple people, animals, lowres, cropped, worth quality ,low quality, normal quality, jpeg artifacts, blurry, bad anatomy, bad hands, bad arms, bad feet, bad anatomy, missing fingers, extra digits, fewer digits, long neck, missing legs, huge person, optical_illusion"
+    - "nsfw, text, error, signature, watermark, username, realistic,3d, multiple people, animals, lowres, cropped, worth quality ,low quality, normal quality, jpeg artifacts, blurry, bad anatomy, bad hands, bad arms, bad feet, bad anatomy, missing fingers, extra digits, fewer digits, long neck, missing legs, huge person, optical_illusion"
+    - "nsfw, text, error, signature, watermark, username, realistic,3d, multiple people, animals, lowres, cropped, worth quality ,low quality, normal quality, jpeg artifacts, blurry, bad anatomy, bad hands, bad arms, bad feet, bad anatomy, missing fingers, extra digits, fewer digits, long neck, missing legs, huge person, optical_illusion"
+  prompts: 
+    - "best quality, a girl with a yellow hat and a yellow shirt, sitting, white legwear, uniform, jacket, thighhighs, bare shoulders, high contrast, paint splatter"
+    - "best quality, 1girl, solo, loli, cat girl, silver hair ,blue eyes, flat chest, solo, beautiful detailed background, messy hair, long hair"
+    - "masterpiece, best quality, 1girl, a clean painting of a girl with long white hair drinking coffee in a coffee bar"
+    - "best quality, 1girl, a clean painting of a girl with long white hair drinking coffee in a coffee bar"
+    - "1girl, a clean painting of a girl with long white hair drinking coffee in a coffee bar"
+
+encoder:
+  # Leave blank to load from model
+  text: 
+  vae: