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item7/config_single_chunk.yaml

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+# Pretrained diffusers model path.
+pretrained_model_path: "ckpts/stable-video-diffusion-img2vid"
+# The folder where your training outputs will be placed.
+output_dir: "./outputs"
+seed: 23
+num_steps: 25
+# Xformers must be installed for best memory savings and performance (< Pytorch 2.0)
+enable_xformers_memory_efficient_attention: True
+# Use scaled dot product attention (Only available with >= Torch 2.0)
+enable_torch_2_attn: true
+
+use_sarp: true
+
+use_motion_lora: true
+train_motion_lora_only: false
+retrain_motion_lora: false
+
+use_inversed_latents: true
+use_attention_matching: true
+use_consistency_attention_control: false
+dtype: fp32
+
+save_last_frames: true
+
+# data_params
+data_params:
+  video_path: "../datasets/svdedit/item7/production_id_4811927.mp4"
+  keyframe_paths:
+    - "../datasets/svdedit/item7/golden_dress.png"
+    - "../datasets/svdedit/item7/ice.png"
+  start_t: 0
+  end_t: 1
+  sample_fps: 14
+  chunk_size: 14
+  overlay_size: 1
+  normalize: true
+  output_fps: 14
+  save_sampled_frame: true
+  output_res: [576, 1024]
+  pad_to_fit: false
+
+train_motion_lora_params:
+  cache_latents: true
+  cached_latent_dir: null
+  lora_rank: 32
+  use_unet_lora: true
+  lora_unet_dropout: 0.1
+  save_pretrained_model: false
+  learning_rate: 0.0005
+  adam_weight_decay: 0.01
+  max_train_steps: 300
+  checkpointing_steps: 50
+  validation_steps: 50
+  mixed_precision: fp16
+  gradient_checkpointing: true
+  image_encoder_gradient_checkpointing: true
+  train_data:
+    width: 896
+    height: 512
+    use_data_aug: null
+    pad_to_fit: false
+  validation_data:
+    sample_preview: true
+    num_frames: 14
+    width: 1024
+    height: 576
+    pad_to_fit: false
+    spatial_scale: 0
+    noise_prior:
+    - 1.0
+
+sarp_params:
+  sarp_noise_scale: 0.005
+
+attention_matching_params:
+  best_checkpoint_index: 300
+  lora_scale: 1.0
+  lora_dir: "./cache/item7/train_motion_lora"
+  max_guidance_scale: 2.5
+  disk_store: true
+  load_attention_store: "./cache/item7/attention_store/"
+  registered_modules:
+    BasicTransformerBlock:
+    - "attn1"
+    TemporalBasicTransformerBlock:
+    - "attn1"
+  control_mode:
+    spatial_self: "masked_copy"
+    temporal_self: "copy_v2"
+  cross_replace_steps: 0.0
+  temporal_self_replace_steps: 1.0
+  spatial_self_replace_steps: 1.0
+  spatial_attention_chunk_size: 1
+
+  params:
+    edit0:
+      temporal_step_thr: [0.5, 0.8]
+      mask_thr: [0.35, 0.35]
+    edit1:
+      temporal_step_thr: [0.5, 0.8]
+      mask_thr: [0.35, 0.35]
+
+long_video_params:
+  mode: skip-interval
+  registered_modules:
+    BasicTransformerBlock: null
+    TemporalBasicTransformerBlock:
+    - attn1