Issue 119- IMPROVE script for Uno

Pilot1/Uno/train.sh

@@ -0,0 +1,68 @@
+#!/bin/bash
+set -eu
+
+# UNO TRAIN SH
+
+# arg 1 CUDA_VISIBLE_DEVICES
+# arg 2 CANDLE_DATA_DIR
+# arg 3 CANDLE_CONFIG
+
+### Path to your CANDLEized model's main Python script###
+CANDLE_MODEL=uno_baseline_keras2.py
+IMPROVE_MODEL_DIR=${IMPROVE_MODEL_DIR:-$( dirname -- "$0" )}
+CANDLE_MODEL=${IMPROVE_MODEL_DIR}/${CANDLE_MODEL}
+
+if [ ! -f ${CANDLE_MODEL} ] ; then
+  echo No such file ${CANDLE_MODEL}
+  exit 404
+fi
+
+# Make copy of $# before shifts
+ARGC=$#
+
+if (( $ARGC < 2 )) ; then
+  echo "Uno/train.sh: Illegal number of parameters: given: ${ARGC}"
+  echo "CUDA_VISIBLE_DEVICES and CANDLE_DATA_DIR are required"
+  exit -1
+fi
+
+CUDA_VISIBLE_DEVICES=$1 ; shift
+CANDLE_DATA_DIR=$1 ; shift
+CANDLE_CONFIG=0
+
+if (( $ARGC == 2 )) ; then
+  CMD=( python ${CANDLE_MODEL} )
+elif (( $ARGC >= 3 )) ; then
+  # If original $3 is a file, set candle_config and passthrough $@
+  CANDLE_CONFIG=$1
+  if [[ -f $CANDLE_CONFIG ]] ; then
+    echo "Uno/train.sh: found CANDLE_CONFIG=$CANDLE_CONFIG"
+    shift
+    CMD=( python ${CANDLE_MODEL} --config_file $CANDLE_CONFIG $@ )
+  else # simply passthrough $@
+    CMD=( python ${CANDLE_MODEL} $@ )
+  fi
+fi
+
+# Report runtime arguments
+echo "using CUDA_VISIBLE_DEVICES ${CUDA_VISIBLE_DEVICES}"
+echo "using CANDLE_DATA_DIR ${CANDLE_DATA_DIR}"
+echo "using CANDLE_CONFIG ${CANDLE_CONFIG}"
+
+echo "train.sh: running command..."
+echo "CMD = ${CMD[@]}"
+echo
+
+# Set up environmental variables and execute the model!
+if env CUDA_VISIBLE_DEVICES=${CUDA_VISIBLE_DEVICES} \
+       CANDLE_DATA_DIR=${CANDLE_DATA_DIR} \
+       ${CMD[@]}
+then
+  CODE=0
+  echo "train.sh: OK."
+else
+  CODE=$?
+  echo "train.sh: MODEL ERROR: code=$CODE"
+fi
+
+exit $CODE