| cd ../../.. || exit | |
| SAPIENS_CHECKPOINT_ROOT=/home/${USER}/sapiens_host | |
| OUTPUT_CHECKPOINT_ROOT=/home/${USER}/sapiens_lite_host | |
| MODE='torchscript' ## original. no optimizations (slow). full precision inference. | |
| # MODE='bfloat16' ## A100 gpus. faster inference at bfloat16 | |
| # MODE='float16' ## V100 gpus. faster inference at float16 (no flash attn) | |
| OUTPUT_CHECKPOINT_ROOT=$OUTPUT_CHECKPOINT_ROOT/$MODE | |
| VALID_GPU_IDS=(3) | |
| #--------------------------MODEL CARD--------------- | |
| # MODEL_NAME='sapiens_0.3b'; CHECKPOINT=$SAPIENS_CHECKPOINT_ROOT/normal/checkpoints/sapiens_0.3b/sapiens_0.3b_normal_render_people_epoch_66.pth | |
| # MODEL_NAME='sapiens_0.6b'; CHECKPOINT=$SAPIENS_CHECKPOINT_ROOT/normal/checkpoints/sapiens_0.6b/sapiens_0.6b_normal_render_people_epoch_200.pth | |
| # MODEL_NAME='sapiens_1b'; CHECKPOINT=$SAPIENS_CHECKPOINT_ROOT/normal/checkpoints/sapiens_1b/sapiens_1b_normal_render_people_epoch_115.pth | |
| MODEL_NAME='sapiens_2b'; CHECKPOINT=$SAPIENS_CHECKPOINT_ROOT/normal/checkpoints/sapiens_2b/sapiens_2b_normal_render_people_epoch_70.pth | |
| OUTPUT_CHECKPOINT_PATH=${OUTPUT_CHECKPOINT_ROOT}/normal/checkpoints/${MODEL_NAME}/$(basename ${CHECKPOINT%.pth}_$MODE.pt2) | |
| DATASET='normal_render_people' | |
| MODEL="${MODEL_NAME}_${DATASET}-1024x768" | |
| CONFIG_FILE="configs/sapiens_normal/${DATASET}/${MODEL}.py" | |
| CUDA_VISIBLE_DEVICES=${VALID_GPU_IDS[0]} python tools/deployment/pytorch2torchscript.py ${CONFIG_FILE} \ | |
| --checkpoint ${CHECKPOINT} \ | |
| --output-file ${OUTPUT_CHECKPOINT_PATH} \ | |
| --shape 1024 768 ## height, width | |