option for max_sequence_length of video generation

[wr0124]

Create an option for the maximum sequence length for video generation, --vid_max_sequence_length. The data_temporal_number_frames value should not exceed --vid_max_sequence_length

Example of execution. It works with:

python3 -W ignore::UserWarning  train.py \
--dataroot /path/to/online_mario2sonic_full_mario  \
--checkpoints_dir  /path/to/checkpoints \
--name  mario_vid   \
--gpu_ids 0    \
--model_type palette \
--output_print_freq 1   \
--output_display_freq 1   \
--data_dataset_mode  self_supervised_temporal_labeled_mask_online  \
--train_batch_size 1  \
--train_iter_size 1  \
--model_input_nc 3 \
--model_output_nc 3 \
--data_relative_paths \
--train_G_ema \
--train_optim adamw \
--G_netG unet_vid   \
--data_online_creation_crop_size_A 32  \
--data_online_creation_crop_size_B 32 \
--data_crop_size 32 \
--data_load_size 32  \
--data_online_creation_rand_mask_A \
--train_G_lr 0.0001 \
--dataaug_no_rotate \
--G_diff_n_timestep_train  6  \
--G_diff_n_timestep_test  3  \
--data_temporal_number_frames 8  \
--data_temporal_frame_step 1 \
--data_online_creation_mask_delta_A_ratio 0.12 0.12 \
--alg_diffusion_cond_image_creation    computed_sketch  \
--alg_diffusion_cond_computed_sketch_list canny \
--alg_diffusion_vid_canny_dropout 0.1 0.8  \
--alg_diffusion_cond_sketch_canny_range  500 1000  \
--vid_max_sequence_length 24 

[beniz]

Rename --G_unet_vid_max_sequence_length since this is a property of the unet_vid architecture, not the data or the video.

[beniz]

Don't modify, this is generated automatically.

[beniz]

Keep the default 25 value because None cannot work, and should not be used for init.

[beniz]

set default value instead

[wr0124]

code works with
python3 -W ignore::UserWarning train.py
--dataroot /data1/juliew/dataset/online_mario2sonic_full_mario
--checkpoints_dir /data1/juliew/checkpoints
--name mario_vid
--gpu_ids 0
--model_type palette
--output_print_freq 1
--output_display_freq 1
--data_dataset_mode self_supervised_temporal_labeled_mask_online
--train_batch_size 1
--train_iter_size 1
--model_input_nc 3
--model_output_nc 3
--data_relative_paths
--train_G_ema
--train_optim adamw
--G_netG unet_vid
--data_online_creation_crop_size_A 32
--data_online_creation_crop_size_B 32
--data_crop_size 32
--data_load_size 32
--data_online_creation_rand_mask_A
--train_G_lr 0.0001
--dataaug_no_rotate
--G_diff_n_timestep_train 6
--G_diff_n_timestep_test 3
--data_temporal_number_frames 8
--data_temporal_frame_step 1
--data_online_creation_mask_delta_A_ratio 0.12 0.12
--alg_diffusion_cond_image_creation computed_sketch
--alg_diffusion_cond_computed_sketch_list canny
--alg_diffusion_vid_canny_dropout 0.1 0.8
--alg_diffusion_cond_sketch_canny_range 500 1000
--G_unet_vid_max_sequence_length 15
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