inference_details.md

Time Series Generation

Inference with Prototype

python inference.py \
  --base config.yaml \ 
  --resume true \
  --ckpt_name ./checkpoints/ \ 
  --use_pam \

Inference with both Text and Prototype

python inference.py \
  --base config.yaml \ 
  --resume true \
  --ckpt_name ./checkpoints/ \
  --use_pam \
  --use_text  \
  --text_emb_dir \

Inference with neither Text nor Prototype

python inference.py \
  --base config.yaml \ 
  --resume true \
  --ckpt_name ./checkpoints/ \

Inference with influence guidance

python inference.py \
  --base config.yaml \ 
  --resume true \
  --ckpt_name ./checkpoints/ \
  --use_guidance \
  --uncond \
  --downstream_pth_path ./classifier/checkpoints/best_model.pt \
  --guidance_path ./classifier/data/guidance_tuple.pkl