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|
#!/bin/bash
usage()
{
echo "usage : $0"
echo " --info=Information file"
echo " --tensorflow_path=TensorFlow path (Use externals/tensorflow by default)"
echo " --tensorflow_version=TensorFlow version (Must be entered)"
}
SCRIPT_PATH="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
TF_DIR="${SCRIPT_PATH}/../../externals/tensorflow"
for i in "$@"
do
case $i in
--info=*)
INFO=${i#*=}
;;
--tensorflow_path=*)
TF_DIR=${i#*=}
;;
--tensorflow_version=*)
TF_VERSION=${i#*=}
;;
-h|--help)
usage
exit 0
;;
*)
usage
exit 1
;;
esac
shift
done
if [ -z "$INFO" ]; then
echo "INFO is unset or set to the empty string"
usage
exit 1
fi
if [ -z "$TF_DIR" ]; then
echo "tensorflow_path is unset or set to the empty string"
usage
exit 1
fi
if [ -z "$TF_VERSION" ]; then
echo "tensorflow_version is unset or set to the empty string"
usage
exit 1
fi
if [ ! -x "$(command -v bazel)" ]; then
echo "Cannot find bazel. Please install bazel."
exit 1
fi
source $INFO
if [ -z "$GRAPHDEF_PATH" ]; then
echo "GRAPHDEF_PATH is unset or set to the empty string"
echo "Update the $INFO file"
exit 1
fi
if [ -z "$TFLITE_PATH" ]; then
echo "TFLITE_PATH is unset or set to the empty string"
echo "Update the $INFO file"
exit 1
fi
if [ -z "$INPUT" ]; then
echo "INPUT is unset or set to the empty string"
echo "Update the $INFO file"
exit 1
fi
if [ -z "$INPUT_SHAPE" ]; then
echo "INPUT_SHAPE is unset or set to the empty string"
echo "Update the $INFO file"
exit 1
fi
if [ -z "$OUTPUT" ]; then
echo "OUTPUT is unset or set to the empty string"
echo "Update the $INFO file"
exit 1
fi
CUR_DIR=$(pwd)
{
echo "Enter $TF_DIR"
pushd $TF_DIR > /dev/null
NAME_LIST=()
INPUT_SHAPE_LIST=()
if [ -z "$NAME" ]; then
NAME_LIST+=("$TFLITE_PATH")
INPUT_SHAPE_LIST+=("$INPUT_SHAPE")
else
for name in $NAME; do
NAME_LIST[${#NAME_LIST[*]}]="${TFLITE_PATH/NAME/$name}"
done
for shape in $INPUT_SHAPE; do
INPUT_SHAPE_LIST[${#INPUT_SHAPE_LIST[*]}]="$shape"
done
if (( ${#NAME_LIST[*]} != ${#INPUT_SHAPE_LIST[*]} )); then
echo "The number of NAME and INPUT_SHAPE are different"
echo "Update the $INFO file"
exit 1
fi
fi
for (( i=0; i < ${#NAME_LIST[@]}; ++i )); do
if [ "${TF_VERSION%%.*}" = "2" ]; then
bazel run tensorflow/lite/python:tflite_convert -- \
--output_file="${NAME_LIST[$i]}" \
--graph_def_file="$GRAPHDEF_PATH" \
--input_arrays="$INPUT" \
--input_shapes="${INPUT_SHAPE_LIST[$i]}" \
--output_arrays="$OUTPUT" \
--allow_custom_ops=true
else
bazel run tensorflow/contrib/lite/python:tflite_convert -- \
--output_file="${NAME_LIST[$i]}" \
--graph_def_file="$GRAPHDEF_PATH" \
--input_arrays="$INPUT" \
--input_shapes="${INPUT_SHAPE_LIST[$i]}" \
--output_arrays="$OUTPUT" \
--allow_custom_ops
fi
done
popd
for (( i=0; i < ${#NAME_LIST[@]}; ++i )); do
echo "OUTPUT FILE : ${NAME_LIST[$i]}"
done
}
|
