45 lines
1.6 KiB
Bash
Executable File
45 lines
1.6 KiB
Bash
Executable File
#!/bin/bash
|
|
|
|
# mpi version for node rank
|
|
H=`hostname`
|
|
THEID=`echo -e $HOSTNAMES | python3 -c "import sys;[sys.stdout.write(str(i)) for i,line in enumerate(next(sys.stdin).split(' ')) if line.strip() == '$H'.strip()]"`
|
|
export NODE_RANK=${THEID}
|
|
echo THEID=$THEID
|
|
|
|
echo "##########################################"
|
|
echo MASTER_ADDR=${MASTER_ADDR}
|
|
echo MASTER_PORT=${MASTER_PORT}
|
|
echo NODE_RANK=${NODE_RANK}
|
|
echo WORLD_SIZE=${WORLD_SIZE}
|
|
echo "##########################################"
|
|
# debug environment worked great so we stick with it
|
|
# no magic there, just a miniconda python=3.9, pytorch=1.12, cudatoolkit=11.3
|
|
# env with pip dependencies from stable diffusion's requirements.txt
|
|
eval "$(/fsx/stable-diffusion/debug/miniconda3/bin/conda shell.bash hook)"
|
|
#conda activate stable
|
|
# torch 1.11 to avoid bug in ckpt restoring
|
|
conda activate torch111
|
|
cd /fsx/stable-diffusion/stable-diffusion
|
|
|
|
CONFIG="/fsx/stable-diffusion/stable-diffusion/configs/stable-diffusion/inpainting/v1-edgeinpainting.yaml"
|
|
|
|
# start without masking
|
|
EXTRA="data.params.train.postprocess.params.mask_edges=false -f _extracat"
|
|
|
|
# resume and set new seed to reshuffle data
|
|
#EXTRA="--seed 543 --resume_from_checkpoint ..."
|
|
|
|
# reduce lr a bit
|
|
#EXTRA="${EXTRA} model.params.scheduler_config.params.f_max=[0.75]"
|
|
|
|
# custom logdir
|
|
#EXTRA="${EXTRA} --logdir rlogs"
|
|
|
|
# debugging
|
|
#EXTRA="${EXTRA} -d True lightning.callbacks.image_logger.params.batch_frequency=50"
|
|
|
|
# detect bad gpus early on
|
|
/bin/bash /fsx/stable-diffusion/stable-diffusion/scripts/test_gpu.sh
|
|
|
|
python main.py --base $CONFIG --gpus 0,1,2,3,4,5,6,7 -t --num_nodes ${WORLD_SIZE} --scale_lr False $EXTRA
|