Delete models/base_t2v/model_config.yaml
Browse files
models/base_t2v/model_config.yaml
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model:
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load_from_pretrained_img_model: true
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ckpt_path: /apdcephfs_cq2/share_1290939/yingqinghe/dependencies/stable_diffusion/compvis-sd-v1-4-original/sd-v1-4-full-ema.ckpt
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config_path: configs/latent-diffusion/txt2img-1p4B-eval-Clipembedder.yaml
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load_from_checkpoint: /apdcephfs/share_1290939/yingqinghe/results/latent_diffusion/text2video/tv_054_NoFPSEmbd_NoMotionAdapter_FS32_basedon050_2_8nodes_e0_V/checkpoints/trainstep_checkpoints/epoch=000003-step=000020000.ckpt
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base_learning_rate: 5.0e-07
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scale_lr: false
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target: lvdm.models.ddpm3d.LatentDiffusion
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params:
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linear_start: 0.00085
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linear_end: 0.012
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num_timesteps_cond: 1
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log_every_t: 200
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timesteps: 1000
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first_stage_key: video
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cond_stage_key: caption
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image_size:
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- 32
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- 32
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video_length: 16
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channels: 4
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cond_stage_trainable: false
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conditioning_key: crossattn
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monitor: train/loss_simple_step
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scale_by_std: false
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scale_factor: 0.18215
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use_ema: false
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loss_type: l2-consistency
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val_prompt_file: info/prompts/magicvideo_mini.txt
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seed: 23
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val_fvd_interval: 5000
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unet_config:
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target: lvdm.models.modules.openaimodel3d.UNetModel
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params:
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image_size: 32
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in_channels: 4
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out_channels: 4
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model_channels: 320
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attention_resolutions:
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- 4
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- 2
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- 1
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num_res_blocks: 2
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channel_mult:
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- 1
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- 2
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- 4
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- 4
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num_heads: 8
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transformer_depth: 1
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context_dim: 768
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use_checkpoint: true
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legacy: false
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kernel_size_t: 1
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padding_t: 0
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use_temporal_transformer: true
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temporal_length: 16
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use_relative_position: true
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img_video_joint_train: false
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image_length: null
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temporal_crossattn_type: selfattn
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motion_adaptor: false
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n_mix_channels: 1
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first_stage_config:
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target: lvdm.models.autoencoder.AutoencoderKL
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params:
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embed_dim: 4
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monitor: val/rec_loss
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ddconfig:
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double_z: true
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z_channels: 4
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resolution: 256
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in_channels: 3
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out_ch: 3
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ch: 128
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ch_mult:
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- 1
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- 2
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- 4
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- 4
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num_res_blocks: 2
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attn_resolutions: []
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dropout: 0.0
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lossconfig:
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target: torch.nn.Identity
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cond_stage_config:
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target: lvdm.models.modules.condition_modules.FrozenCLIPEmbedder
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logdir: /apdcephfs/share_1290939/yingqinghe/results/latent_diffusion/text2video/tv_056_2_0.01_lr_ConsistencyLoss_resumefrom054_8nodes_e0_V
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ckptdir: /apdcephfs/share_1290939/yingqinghe/results/latent_diffusion/text2video/tv_056_2_0.01_lr_ConsistencyLoss_resumefrom054_8nodes_e0_V/checkpoints
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data:
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auto_cal_bs: true
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target: main.DataModuleFromConfig
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params:
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batch_size: 3
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num_workers: 12
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wrap: false
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train:
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target: lvdm.data.webvid.WebVid
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params:
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data_dir: /apdcephfs/share_1290939/0_public_datasets/WebVid
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meta_path: /apdcephfs/share_1290939/0_public_datasets/WebVid/metadata/results_2M_train.csv
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video_length: 16
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frame_stride: 32
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load_raw_resolution: true
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resolution: 256
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spatial_transform: resize_center_crop
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fps_max: 199
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validation:
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target: lvdm.data.webvid.WebVid
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params:
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data_dir: /apdcephfs/share_1290939/0_public_datasets/WebVid
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meta_path: /apdcephfs_cq2/share_1290939/yingqinghe/datasets/webvid/metadata_2048_val.csv
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video_length: 16
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frame_stride: 32
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load_raw_resolution: true
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resolution: 256
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spatial_transform: resize_center_crop
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fps_max: 199
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--local_rank: 0
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