Add a batch script to invoke training using a docker image

Author: dzenanz

runDockerTraining.cmd

@@ -0,0 +1,13 @@
+set USER=Dzenan
+set PROJECT=multic_segment
+set BASEDIR=M:/Histo/Work
+set DATADIR=M:/Histo/TrainSmall
+set MODELDIR=M:/Histo/Work
+set CONTAINER=dzenanz/compreps:hpg_training
+set CUDA_LAUNCH_BLOCKING=1
+docker run -a STDIN -a STDOUT -a STDERR --gpus=all -v M:/Histo/Multi-Compartment-Segmentation/:/exec/ -v %DATADIR%/:/data -v %MODELDIR%/:/model/ --entrypoint python3 %CONTAINER% /exec/multic/segmentationschool/segmentation_school.py --option train --base_dir /model --init_modelfile /model/model_0214999.pth --training_data_dir /data --train_steps 1000 --eval_period 250 --num_workers 0
+GOTO :EOF
+
+REM Interactive debugging:
+docker run -it --gpus=all -v M:/Histo/Multi-Compartment-Segmentation/:/exec/ -v %DATADIR%/:/data -v %MODELDIR%/:/model/ --entrypoint /bin/bash %CONTAINER%
+python3 /exec/multic/segmentationschool/segmentation_school.py --option train --base_dir /model --init_modelfile /model/model_0214999.pth --training_data_dir /data --train_steps 1000 --eval_period 250 --num_workers 0