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-rw-r--r--infra/packaging/res/tf2nnpkg.2020063033
-rw-r--r--infra/packaging/res/tf2nnpkg.20210406109
-rw-r--r--infra/packaging/res/tf2nnpkg.20210706109
-rw-r--r--infra/packaging/res/tf2nnpkg.20210910109
-rw-r--r--infra/packaging/res/tf2nnpkg.20220323109
-rw-r--r--infra/packaging/res/tf2nnpkg.20221125109
-rw-r--r--infra/packaging/res/tf2nnpkg.20230413109
-rw-r--r--infra/packaging/res/tf2nnpkg.20230907109
8 files changed, 791 insertions, 5 deletions
diff --git a/infra/packaging/res/tf2nnpkg.20200630 b/infra/packaging/res/tf2nnpkg.20200630
index 7846fd388..b7091541a 100644
--- a/infra/packaging/res/tf2nnpkg.20200630
+++ b/infra/packaging/res/tf2nnpkg.20200630
@@ -92,16 +92,39 @@ OUTPUT=$(awk -F, '/^output/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' '
INPUT_SHAPES=$(grep ^input ${INFO_FILE} | cut -d "[" -f2 | cut -d "]" -f1 | tr -d ' ' | xargs | tr ' ' ':')
+# Generate BCQ information metadata
+# If model has no BCQ information or invalid information, pb file is not changed.
+"${ROOT}/bin/generate_bcq_metadata" \
+--input_path "${GRAPHDEF_FILE}" \
+--output_path "${TMPDIR}/${MODEL_NAME}_withmeta.pb" \
+--output_arrays "${OUTPUT}"
+
+# Generate BCQ information nodes as output_arrays
+# If model has no BCQ information, output_arrays would be empty.
+"${ROOT}/bin/generate_bcq_output_arrays" \
+--input_path "${TMPDIR}/${MODEL_NAME}_withmeta.pb" \
+--metadata_path "${TMPDIR}/${MODEL_NAME}_metadata_arrays.txt" \
+--output_arrays_path "${TMPDIR}/${MODEL_NAME}_output_arrays.txt"
+
# generate tflite file
-python "${ROOT}/bin/tf2tfliteV2.py" ${TF_INTERFACE} --input_path ${GRAPHDEF_FILE} \
---output_path "${TMPDIR}/${MODEL_NAME}.tflite" \
---input_arrays ${INPUT} --input_shapes ${INPUT_SHAPES} \
---output_arrays ${OUTPUT}
+TF2TFLITE_CONVERT_SCRIPT="python ${ROOT}/bin/tf2tfliteV2.py ${TF_INTERFACE} "
+TF2TFLITE_CONVERT_SCRIPT+="--input_path ${TMPDIR}/${MODEL_NAME}_withmeta.pb "
+TF2TFLITE_CONVERT_SCRIPT+="--input_arrays ${INPUT} "
+TF2TFLITE_CONVERT_SCRIPT+="--output_path ${TMPDIR}/${MODEL_NAME}.tflite "
+TF2TFLITE_CONVERT_SCRIPT+="--output_arrays "
+TF2TFLITE_CONVERT_SCRIPT+="$(cat ${TMPDIR}/${MODEL_NAME}_metadata_arrays.txt)"
+TF2TFLITE_CONVERT_SCRIPT+="${OUTPUT}"
+TF2TFLITE_CONVERT_SCRIPT+="$(cat ${TMPDIR}/${MODEL_NAME}_output_arrays.txt) "
+if [ ! -z ${INPUT_SHAPES} ]; then
+ TF2TFLITE_CONVERT_SCRIPT+="--input_shapes ${INPUT_SHAPES} "
+fi
+
+${TF2TFLITE_CONVERT_SCRIPT}
# convert .tflite to .circle
"${ROOT}/bin/tflite2circle" "${TMPDIR}/${MODEL_NAME}.tflite" "${TMPDIR}/${MODEL_NAME}.tmp.circle"
# optimize
-"${ROOT}/bin/circle2circle" --all "${TMPDIR}/${MODEL_NAME}.tmp.circle" "${TMPDIR}/${MODEL_NAME}.circle"
+"${ROOT}/bin/circle2circle" --O1 "${TMPDIR}/${MODEL_NAME}.tmp.circle" "${TMPDIR}/${MODEL_NAME}.circle"
"${ROOT}/bin/model2nnpkg.sh" -o "${OUTPUT_DIR}" "${TMPDIR}/${MODEL_NAME}.circle"
diff --git a/infra/packaging/res/tf2nnpkg.20210406 b/infra/packaging/res/tf2nnpkg.20210406
new file mode 100644
index 000000000..0d44818a1
--- /dev/null
+++ b/infra/packaging/res/tf2nnpkg.20210406
@@ -0,0 +1,109 @@
+#!/bin/bash
+
+set -e
+
+ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+
+command_exists() {
+ if [ "$#" -le 0 ]; then
+ return 1
+ fi
+ command -v "$@" > /dev/null 2>&1
+}
+
+usage()
+{
+ echo "Convert TensorFlow model to nnpackage."
+ echo "Usage: tf2nnpkg"
+ echo " --info <path/to/info>"
+ echo " --graphdef <path/to/pb>"
+ echo " -o <path/to/nnpkg/directory>"
+ echo " --v2 (optional) Use TF 2.x interface"
+ exit 255
+}
+
+TF_INTERFACE="--v1"
+
+# Parse command-line arguments
+#
+while [ "$#" -ne 0 ]; do
+ CUR="$1"
+
+ case $CUR in
+ '--help')
+ usage
+ ;;
+ '--info')
+ export INFO_FILE="$2"
+ shift 2
+ ;;
+ '--graphdef')
+ export GRAPHDEF_FILE="$2"
+ shift 2
+ ;;
+ '-o')
+ export OUTPUT_DIR="$2"
+ shift 2
+ ;;
+ '--v2')
+ TF_INTERFACE="--v2"
+ shift
+ ;;
+ *)
+ echo "${CUR}"
+ shift
+ ;;
+ esac
+done
+
+if [ -z ${GRAPHDEF_FILE} ] || [ ! -e ${GRAPHDEF_FILE} ]; then
+ echo "pb is not found. Please check --graphdef is correct."
+ exit 2
+fi
+
+if [ -z ${INFO_FILE} ] || [ ! -e ${INFO_FILE} ]; then
+ echo "info is not found. Please check --info is correct."
+ exit 2
+fi
+
+if [ -z ${OUTPUT_DIR} ]; then
+ echo "output directory is not specifed. Please check -o is correct.."
+ exit 2
+fi
+
+FILE_BASE=$(basename ${GRAPHDEF_FILE})
+MODEL_NAME="${FILE_BASE%.*}"
+TMPDIR=$(mktemp -d)
+trap "{ rm -rf $TMPDIR; }" EXIT
+
+# activate python virtual environment
+VIRTUALENV_LINUX="${ROOT}/bin/venv/bin/activate"
+VIRTUALENV_WINDOWS="${ROOT}/bin/venv/Scripts/activate"
+
+if [ -e ${VIRTUALENV_LINUX} ]; then
+ source ${VIRTUALENV_LINUX}
+elif [ -e ${VIRTUALENV_WINDOWS} ]; then
+ source ${VIRTUALENV_WINDOWS}
+fi
+
+# parse inputs, outputs from info file
+INPUT=$(awk -F, '/^input/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+OUTPUT=$(awk -F, '/^output/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+
+INPUT_SHAPES=$(grep ^input ${INFO_FILE} | cut -d "[" -f2 | cut -d "]" -f1 | tr -d ' ' | xargs | tr ' ' ':')
+
+ONE_IMPORT_BCQ_SCRIPT="${ROOT}/bin/one-import-bcq ${TF_INTERFACE} "
+ONE_IMPORT_BCQ_SCRIPT+="-i ${GRAPHDEF_FILE} "
+ONE_IMPORT_BCQ_SCRIPT+="-o ${TMPDIR}/${MODEL_NAME}.tmp.circle "
+ONE_IMPORT_BCQ_SCRIPT+="-I ${INPUT} "
+ONE_IMPORT_BCQ_SCRIPT+="-O ${OUTPUT} "
+if [ ! -z ${INPUT_SHAPES} ]; then
+ ONE_IMPORT_BCQ_SCRIPT+="-s ${INPUT_SHAPES} "
+fi
+
+${ONE_IMPORT_BCQ_SCRIPT}
+
+# optimize
+"${ROOT}/bin/circle2circle" --O1 "${TMPDIR}/${MODEL_NAME}.tmp.circle" "${TMPDIR}/${MODEL_NAME}.circle"
+
+"${ROOT}/bin/model2nnpkg.sh" -o "${OUTPUT_DIR}" "${TMPDIR}/${MODEL_NAME}.circle"
diff --git a/infra/packaging/res/tf2nnpkg.20210706 b/infra/packaging/res/tf2nnpkg.20210706
new file mode 100644
index 000000000..0d44818a1
--- /dev/null
+++ b/infra/packaging/res/tf2nnpkg.20210706
@@ -0,0 +1,109 @@
+#!/bin/bash
+
+set -e
+
+ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+
+command_exists() {
+ if [ "$#" -le 0 ]; then
+ return 1
+ fi
+ command -v "$@" > /dev/null 2>&1
+}
+
+usage()
+{
+ echo "Convert TensorFlow model to nnpackage."
+ echo "Usage: tf2nnpkg"
+ echo " --info <path/to/info>"
+ echo " --graphdef <path/to/pb>"
+ echo " -o <path/to/nnpkg/directory>"
+ echo " --v2 (optional) Use TF 2.x interface"
+ exit 255
+}
+
+TF_INTERFACE="--v1"
+
+# Parse command-line arguments
+#
+while [ "$#" -ne 0 ]; do
+ CUR="$1"
+
+ case $CUR in
+ '--help')
+ usage
+ ;;
+ '--info')
+ export INFO_FILE="$2"
+ shift 2
+ ;;
+ '--graphdef')
+ export GRAPHDEF_FILE="$2"
+ shift 2
+ ;;
+ '-o')
+ export OUTPUT_DIR="$2"
+ shift 2
+ ;;
+ '--v2')
+ TF_INTERFACE="--v2"
+ shift
+ ;;
+ *)
+ echo "${CUR}"
+ shift
+ ;;
+ esac
+done
+
+if [ -z ${GRAPHDEF_FILE} ] || [ ! -e ${GRAPHDEF_FILE} ]; then
+ echo "pb is not found. Please check --graphdef is correct."
+ exit 2
+fi
+
+if [ -z ${INFO_FILE} ] || [ ! -e ${INFO_FILE} ]; then
+ echo "info is not found. Please check --info is correct."
+ exit 2
+fi
+
+if [ -z ${OUTPUT_DIR} ]; then
+ echo "output directory is not specifed. Please check -o is correct.."
+ exit 2
+fi
+
+FILE_BASE=$(basename ${GRAPHDEF_FILE})
+MODEL_NAME="${FILE_BASE%.*}"
+TMPDIR=$(mktemp -d)
+trap "{ rm -rf $TMPDIR; }" EXIT
+
+# activate python virtual environment
+VIRTUALENV_LINUX="${ROOT}/bin/venv/bin/activate"
+VIRTUALENV_WINDOWS="${ROOT}/bin/venv/Scripts/activate"
+
+if [ -e ${VIRTUALENV_LINUX} ]; then
+ source ${VIRTUALENV_LINUX}
+elif [ -e ${VIRTUALENV_WINDOWS} ]; then
+ source ${VIRTUALENV_WINDOWS}
+fi
+
+# parse inputs, outputs from info file
+INPUT=$(awk -F, '/^input/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+OUTPUT=$(awk -F, '/^output/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+
+INPUT_SHAPES=$(grep ^input ${INFO_FILE} | cut -d "[" -f2 | cut -d "]" -f1 | tr -d ' ' | xargs | tr ' ' ':')
+
+ONE_IMPORT_BCQ_SCRIPT="${ROOT}/bin/one-import-bcq ${TF_INTERFACE} "
+ONE_IMPORT_BCQ_SCRIPT+="-i ${GRAPHDEF_FILE} "
+ONE_IMPORT_BCQ_SCRIPT+="-o ${TMPDIR}/${MODEL_NAME}.tmp.circle "
+ONE_IMPORT_BCQ_SCRIPT+="-I ${INPUT} "
+ONE_IMPORT_BCQ_SCRIPT+="-O ${OUTPUT} "
+if [ ! -z ${INPUT_SHAPES} ]; then
+ ONE_IMPORT_BCQ_SCRIPT+="-s ${INPUT_SHAPES} "
+fi
+
+${ONE_IMPORT_BCQ_SCRIPT}
+
+# optimize
+"${ROOT}/bin/circle2circle" --O1 "${TMPDIR}/${MODEL_NAME}.tmp.circle" "${TMPDIR}/${MODEL_NAME}.circle"
+
+"${ROOT}/bin/model2nnpkg.sh" -o "${OUTPUT_DIR}" "${TMPDIR}/${MODEL_NAME}.circle"
diff --git a/infra/packaging/res/tf2nnpkg.20210910 b/infra/packaging/res/tf2nnpkg.20210910
new file mode 100644
index 000000000..0d44818a1
--- /dev/null
+++ b/infra/packaging/res/tf2nnpkg.20210910
@@ -0,0 +1,109 @@
+#!/bin/bash
+
+set -e
+
+ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+
+command_exists() {
+ if [ "$#" -le 0 ]; then
+ return 1
+ fi
+ command -v "$@" > /dev/null 2>&1
+}
+
+usage()
+{
+ echo "Convert TensorFlow model to nnpackage."
+ echo "Usage: tf2nnpkg"
+ echo " --info <path/to/info>"
+ echo " --graphdef <path/to/pb>"
+ echo " -o <path/to/nnpkg/directory>"
+ echo " --v2 (optional) Use TF 2.x interface"
+ exit 255
+}
+
+TF_INTERFACE="--v1"
+
+# Parse command-line arguments
+#
+while [ "$#" -ne 0 ]; do
+ CUR="$1"
+
+ case $CUR in
+ '--help')
+ usage
+ ;;
+ '--info')
+ export INFO_FILE="$2"
+ shift 2
+ ;;
+ '--graphdef')
+ export GRAPHDEF_FILE="$2"
+ shift 2
+ ;;
+ '-o')
+ export OUTPUT_DIR="$2"
+ shift 2
+ ;;
+ '--v2')
+ TF_INTERFACE="--v2"
+ shift
+ ;;
+ *)
+ echo "${CUR}"
+ shift
+ ;;
+ esac
+done
+
+if [ -z ${GRAPHDEF_FILE} ] || [ ! -e ${GRAPHDEF_FILE} ]; then
+ echo "pb is not found. Please check --graphdef is correct."
+ exit 2
+fi
+
+if [ -z ${INFO_FILE} ] || [ ! -e ${INFO_FILE} ]; then
+ echo "info is not found. Please check --info is correct."
+ exit 2
+fi
+
+if [ -z ${OUTPUT_DIR} ]; then
+ echo "output directory is not specifed. Please check -o is correct.."
+ exit 2
+fi
+
+FILE_BASE=$(basename ${GRAPHDEF_FILE})
+MODEL_NAME="${FILE_BASE%.*}"
+TMPDIR=$(mktemp -d)
+trap "{ rm -rf $TMPDIR; }" EXIT
+
+# activate python virtual environment
+VIRTUALENV_LINUX="${ROOT}/bin/venv/bin/activate"
+VIRTUALENV_WINDOWS="${ROOT}/bin/venv/Scripts/activate"
+
+if [ -e ${VIRTUALENV_LINUX} ]; then
+ source ${VIRTUALENV_LINUX}
+elif [ -e ${VIRTUALENV_WINDOWS} ]; then
+ source ${VIRTUALENV_WINDOWS}
+fi
+
+# parse inputs, outputs from info file
+INPUT=$(awk -F, '/^input/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+OUTPUT=$(awk -F, '/^output/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+
+INPUT_SHAPES=$(grep ^input ${INFO_FILE} | cut -d "[" -f2 | cut -d "]" -f1 | tr -d ' ' | xargs | tr ' ' ':')
+
+ONE_IMPORT_BCQ_SCRIPT="${ROOT}/bin/one-import-bcq ${TF_INTERFACE} "
+ONE_IMPORT_BCQ_SCRIPT+="-i ${GRAPHDEF_FILE} "
+ONE_IMPORT_BCQ_SCRIPT+="-o ${TMPDIR}/${MODEL_NAME}.tmp.circle "
+ONE_IMPORT_BCQ_SCRIPT+="-I ${INPUT} "
+ONE_IMPORT_BCQ_SCRIPT+="-O ${OUTPUT} "
+if [ ! -z ${INPUT_SHAPES} ]; then
+ ONE_IMPORT_BCQ_SCRIPT+="-s ${INPUT_SHAPES} "
+fi
+
+${ONE_IMPORT_BCQ_SCRIPT}
+
+# optimize
+"${ROOT}/bin/circle2circle" --O1 "${TMPDIR}/${MODEL_NAME}.tmp.circle" "${TMPDIR}/${MODEL_NAME}.circle"
+
+"${ROOT}/bin/model2nnpkg.sh" -o "${OUTPUT_DIR}" "${TMPDIR}/${MODEL_NAME}.circle"
diff --git a/infra/packaging/res/tf2nnpkg.20220323 b/infra/packaging/res/tf2nnpkg.20220323
new file mode 100644
index 000000000..5f43b2386
--- /dev/null
+++ b/infra/packaging/res/tf2nnpkg.20220323
@@ -0,0 +1,109 @@
+#!/bin/bash
+
+set -e
+
+ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+
+command_exists() {
+ if [ "$#" -le 0 ]; then
+ return 1
+ fi
+ command -v "$@" > /dev/null 2>&1
+}
+
+usage()
+{
+ echo "Convert TensorFlow model to nnpackage."
+ echo "Usage: tf2nnpkg"
+ echo " --info <path/to/info>"
+ echo " --graphdef <path/to/pb>"
+ echo " -o <path/to/nnpkg/directory>"
+ echo " --v2 (optional) Use TF 2.x interface"
+ exit 255
+}
+
+TF_INTERFACE="--v1"
+
+# Parse command-line arguments
+#
+while [ "$#" -ne 0 ]; do
+ CUR="$1"
+
+ case $CUR in
+ '--help')
+ usage
+ ;;
+ '--info')
+ export INFO_FILE="$2"
+ shift 2
+ ;;
+ '--graphdef')
+ export GRAPHDEF_FILE="$2"
+ shift 2
+ ;;
+ '-o')
+ export OUTPUT_DIR="$2"
+ shift 2
+ ;;
+ '--v2')
+ TF_INTERFACE="--v2"
+ shift
+ ;;
+ *)
+ echo "${CUR}"
+ shift
+ ;;
+ esac
+done
+
+if [ -z ${GRAPHDEF_FILE} ] || [ ! -e ${GRAPHDEF_FILE} ]; then
+ echo "pb is not found. Please check --graphdef is correct."
+ exit 2
+fi
+
+if [ -z ${INFO_FILE} ] || [ ! -e ${INFO_FILE} ]; then
+ echo "info is not found. Please check --info is correct."
+ exit 2
+fi
+
+if [ -z ${OUTPUT_DIR} ]; then
+ echo "output directory is not specifed. Please check -o is correct.."
+ exit 2
+fi
+
+FILE_BASE=$(basename ${GRAPHDEF_FILE})
+MODEL_NAME="${FILE_BASE%.*}"
+TMPDIR=$(mktemp -d)
+trap "{ rm -rf $TMPDIR; }" EXIT
+
+# activate python virtual environment
+VIRTUALENV_LINUX="${ROOT}/bin/venv/bin/activate"
+VIRTUALENV_WINDOWS="${ROOT}/bin/venv/Scripts/activate"
+
+if [ -e ${VIRTUALENV_LINUX} ]; then
+ source ${VIRTUALENV_LINUX}
+elif [ -e ${VIRTUALENV_WINDOWS} ]; then
+ source ${VIRTUALENV_WINDOWS}
+fi
+
+# parse inputs, outputs from info file
+INPUT=$(awk -F, '/^input/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+OUTPUT=$(awk -F, '/^output/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+
+INPUT_SHAPES=$(grep ^input ${INFO_FILE} | cut -d "[" -f2 | cut -d "]" -f1 | tr -d ' ' | xargs | tr ' ' ':')
+
+ONE_IMPORT_BCQ_SCRIPT="${ROOT}/bin/one-import-bcq ${TF_INTERFACE} "
+ONE_IMPORT_BCQ_SCRIPT+="-i ${GRAPHDEF_FILE} "
+ONE_IMPORT_BCQ_SCRIPT+="-o ${TMPDIR}/${MODEL_NAME}.tmp.circle "
+ONE_IMPORT_BCQ_SCRIPT+="-I ${INPUT} "
+ONE_IMPORT_BCQ_SCRIPT+="-O ${OUTPUT} "
+if [ ! -z ${INPUT_SHAPES} ]; then
+ ONE_IMPORT_BCQ_SCRIPT+="-s ${INPUT_SHAPES} "
+fi
+
+${ONE_IMPORT_BCQ_SCRIPT}
+
+# optimize
+"${ROOT}/bin/circle2circle" --resolve_customop_add "${TMPDIR}/${MODEL_NAME}.tmp.circle" "${TMPDIR}/${MODEL_NAME}.circle"
+
+"${ROOT}/bin/model2nnpkg.sh" -o "${OUTPUT_DIR}" "${TMPDIR}/${MODEL_NAME}.circle"
diff --git a/infra/packaging/res/tf2nnpkg.20221125 b/infra/packaging/res/tf2nnpkg.20221125
new file mode 100644
index 000000000..a7446e6fe
--- /dev/null
+++ b/infra/packaging/res/tf2nnpkg.20221125
@@ -0,0 +1,109 @@
+#!/bin/bash
+
+set -e
+
+ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+
+command_exists() {
+ if [ "$#" -le 0 ]; then
+ return 1
+ fi
+ command -v "$@" > /dev/null 2>&1
+}
+
+usage()
+{
+ echo "Convert TensorFlow model to nnpackage."
+ echo "Usage: tf2nnpkg"
+ echo " --info <path/to/info>"
+ echo " --graphdef <path/to/pb>"
+ echo " -o <path/to/nnpkg/directory>"
+ echo " --v2 (optional) Use TF 2.x interface"
+ exit 255
+}
+
+TF_INTERFACE="--v1"
+
+# Parse command-line arguments
+#
+while [ "$#" -ne 0 ]; do
+ CUR="$1"
+
+ case $CUR in
+ '--help')
+ usage
+ ;;
+ '--info')
+ export INFO_FILE="$2"
+ shift 2
+ ;;
+ '--graphdef')
+ export GRAPHDEF_FILE="$2"
+ shift 2
+ ;;
+ '-o')
+ export OUTPUT_DIR="$2"
+ shift 2
+ ;;
+ '--v2')
+ TF_INTERFACE="--v2"
+ shift
+ ;;
+ *)
+ echo "${CUR}"
+ shift
+ ;;
+ esac
+done
+
+if [ -z ${GRAPHDEF_FILE} ] || [ ! -e ${GRAPHDEF_FILE} ]; then
+ echo "pb is not found. Please check --graphdef is correct."
+ exit 2
+fi
+
+if [ -z ${INFO_FILE} ] || [ ! -e ${INFO_FILE} ]; then
+ echo "info is not found. Please check --info is correct."
+ exit 2
+fi
+
+if [ -z ${OUTPUT_DIR} ]; then
+ echo "output directory is not specifed. Please check -o is correct.."
+ exit 2
+fi
+
+FILE_BASE=$(basename ${GRAPHDEF_FILE})
+MODEL_NAME="${FILE_BASE%.*}"
+TMPDIR=$(mktemp -d)
+trap "{ rm -rf $TMPDIR; }" EXIT
+
+# activate python virtual environment
+VIRTUALENV_LINUX="${ROOT}/bin/venv/bin/activate"
+VIRTUALENV_WINDOWS="${ROOT}/bin/venv/Scripts/activate"
+
+if [ -e ${VIRTUALENV_LINUX} ]; then
+ source ${VIRTUALENV_LINUX}
+elif [ -e ${VIRTUALENV_WINDOWS} ]; then
+ source ${VIRTUALENV_WINDOWS}
+fi
+
+# parse inputs, outputs from info file
+INPUT=$(awk -F, '/^input/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+OUTPUT=$(awk -F, '/^output/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+
+INPUT_SHAPES=$(grep ^input ${INFO_FILE} | cut -d "[" -f2 | cut -d "]" -f1 | tr -d ' ' | xargs | tr ' ' ':')
+
+ONE_IMPORT_BCQ_SCRIPT="${ROOT}/bin/one-import-bcq ${TF_INTERFACE} "
+ONE_IMPORT_BCQ_SCRIPT+="-i ${GRAPHDEF_FILE} "
+ONE_IMPORT_BCQ_SCRIPT+="-o ${TMPDIR}/${MODEL_NAME}.tmp.circle "
+ONE_IMPORT_BCQ_SCRIPT+="-I ${INPUT} "
+ONE_IMPORT_BCQ_SCRIPT+="-O ${OUTPUT} "
+if [ ! -z ${INPUT_SHAPES} ]; then
+ ONE_IMPORT_BCQ_SCRIPT+="-s ${INPUT_SHAPES} "
+fi
+
+${ONE_IMPORT_BCQ_SCRIPT}
+
+# optimize
+"${ROOT}/bin/circle2circle" --resolve_customop_add "${TMPDIR}/${MODEL_NAME}.tmp.circle" "${TMPDIR}/${MODEL_NAME}.circle"
+
+"${ROOT}/bin/model2nnpkg" -o "${OUTPUT_DIR}" -m "${TMPDIR}/${MODEL_NAME}.circle"
diff --git a/infra/packaging/res/tf2nnpkg.20230413 b/infra/packaging/res/tf2nnpkg.20230413
new file mode 100644
index 000000000..a7446e6fe
--- /dev/null
+++ b/infra/packaging/res/tf2nnpkg.20230413
@@ -0,0 +1,109 @@
+#!/bin/bash
+
+set -e
+
+ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+
+command_exists() {
+ if [ "$#" -le 0 ]; then
+ return 1
+ fi
+ command -v "$@" > /dev/null 2>&1
+}
+
+usage()
+{
+ echo "Convert TensorFlow model to nnpackage."
+ echo "Usage: tf2nnpkg"
+ echo " --info <path/to/info>"
+ echo " --graphdef <path/to/pb>"
+ echo " -o <path/to/nnpkg/directory>"
+ echo " --v2 (optional) Use TF 2.x interface"
+ exit 255
+}
+
+TF_INTERFACE="--v1"
+
+# Parse command-line arguments
+#
+while [ "$#" -ne 0 ]; do
+ CUR="$1"
+
+ case $CUR in
+ '--help')
+ usage
+ ;;
+ '--info')
+ export INFO_FILE="$2"
+ shift 2
+ ;;
+ '--graphdef')
+ export GRAPHDEF_FILE="$2"
+ shift 2
+ ;;
+ '-o')
+ export OUTPUT_DIR="$2"
+ shift 2
+ ;;
+ '--v2')
+ TF_INTERFACE="--v2"
+ shift
+ ;;
+ *)
+ echo "${CUR}"
+ shift
+ ;;
+ esac
+done
+
+if [ -z ${GRAPHDEF_FILE} ] || [ ! -e ${GRAPHDEF_FILE} ]; then
+ echo "pb is not found. Please check --graphdef is correct."
+ exit 2
+fi
+
+if [ -z ${INFO_FILE} ] || [ ! -e ${INFO_FILE} ]; then
+ echo "info is not found. Please check --info is correct."
+ exit 2
+fi
+
+if [ -z ${OUTPUT_DIR} ]; then
+ echo "output directory is not specifed. Please check -o is correct.."
+ exit 2
+fi
+
+FILE_BASE=$(basename ${GRAPHDEF_FILE})
+MODEL_NAME="${FILE_BASE%.*}"
+TMPDIR=$(mktemp -d)
+trap "{ rm -rf $TMPDIR; }" EXIT
+
+# activate python virtual environment
+VIRTUALENV_LINUX="${ROOT}/bin/venv/bin/activate"
+VIRTUALENV_WINDOWS="${ROOT}/bin/venv/Scripts/activate"
+
+if [ -e ${VIRTUALENV_LINUX} ]; then
+ source ${VIRTUALENV_LINUX}
+elif [ -e ${VIRTUALENV_WINDOWS} ]; then
+ source ${VIRTUALENV_WINDOWS}
+fi
+
+# parse inputs, outputs from info file
+INPUT=$(awk -F, '/^input/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+OUTPUT=$(awk -F, '/^output/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+
+INPUT_SHAPES=$(grep ^input ${INFO_FILE} | cut -d "[" -f2 | cut -d "]" -f1 | tr -d ' ' | xargs | tr ' ' ':')
+
+ONE_IMPORT_BCQ_SCRIPT="${ROOT}/bin/one-import-bcq ${TF_INTERFACE} "
+ONE_IMPORT_BCQ_SCRIPT+="-i ${GRAPHDEF_FILE} "
+ONE_IMPORT_BCQ_SCRIPT+="-o ${TMPDIR}/${MODEL_NAME}.tmp.circle "
+ONE_IMPORT_BCQ_SCRIPT+="-I ${INPUT} "
+ONE_IMPORT_BCQ_SCRIPT+="-O ${OUTPUT} "
+if [ ! -z ${INPUT_SHAPES} ]; then
+ ONE_IMPORT_BCQ_SCRIPT+="-s ${INPUT_SHAPES} "
+fi
+
+${ONE_IMPORT_BCQ_SCRIPT}
+
+# optimize
+"${ROOT}/bin/circle2circle" --resolve_customop_add "${TMPDIR}/${MODEL_NAME}.tmp.circle" "${TMPDIR}/${MODEL_NAME}.circle"
+
+"${ROOT}/bin/model2nnpkg" -o "${OUTPUT_DIR}" -m "${TMPDIR}/${MODEL_NAME}.circle"
diff --git a/infra/packaging/res/tf2nnpkg.20230907 b/infra/packaging/res/tf2nnpkg.20230907
new file mode 100644
index 000000000..a7446e6fe
--- /dev/null
+++ b/infra/packaging/res/tf2nnpkg.20230907
@@ -0,0 +1,109 @@
+#!/bin/bash
+
+set -e
+
+ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+
+command_exists() {
+ if [ "$#" -le 0 ]; then
+ return 1
+ fi
+ command -v "$@" > /dev/null 2>&1
+}
+
+usage()
+{
+ echo "Convert TensorFlow model to nnpackage."
+ echo "Usage: tf2nnpkg"
+ echo " --info <path/to/info>"
+ echo " --graphdef <path/to/pb>"
+ echo " -o <path/to/nnpkg/directory>"
+ echo " --v2 (optional) Use TF 2.x interface"
+ exit 255
+}
+
+TF_INTERFACE="--v1"
+
+# Parse command-line arguments
+#
+while [ "$#" -ne 0 ]; do
+ CUR="$1"
+
+ case $CUR in
+ '--help')
+ usage
+ ;;
+ '--info')
+ export INFO_FILE="$2"
+ shift 2
+ ;;
+ '--graphdef')
+ export GRAPHDEF_FILE="$2"
+ shift 2
+ ;;
+ '-o')
+ export OUTPUT_DIR="$2"
+ shift 2
+ ;;
+ '--v2')
+ TF_INTERFACE="--v2"
+ shift
+ ;;
+ *)
+ echo "${CUR}"
+ shift
+ ;;
+ esac
+done
+
+if [ -z ${GRAPHDEF_FILE} ] || [ ! -e ${GRAPHDEF_FILE} ]; then
+ echo "pb is not found. Please check --graphdef is correct."
+ exit 2
+fi
+
+if [ -z ${INFO_FILE} ] || [ ! -e ${INFO_FILE} ]; then
+ echo "info is not found. Please check --info is correct."
+ exit 2
+fi
+
+if [ -z ${OUTPUT_DIR} ]; then
+ echo "output directory is not specifed. Please check -o is correct.."
+ exit 2
+fi
+
+FILE_BASE=$(basename ${GRAPHDEF_FILE})
+MODEL_NAME="${FILE_BASE%.*}"
+TMPDIR=$(mktemp -d)
+trap "{ rm -rf $TMPDIR; }" EXIT
+
+# activate python virtual environment
+VIRTUALENV_LINUX="${ROOT}/bin/venv/bin/activate"
+VIRTUALENV_WINDOWS="${ROOT}/bin/venv/Scripts/activate"
+
+if [ -e ${VIRTUALENV_LINUX} ]; then
+ source ${VIRTUALENV_LINUX}
+elif [ -e ${VIRTUALENV_WINDOWS} ]; then
+ source ${VIRTUALENV_WINDOWS}
+fi
+
+# parse inputs, outputs from info file
+INPUT=$(awk -F, '/^input/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+OUTPUT=$(awk -F, '/^output/ { print $2 }' ${INFO_FILE} | cut -d: -f1 | tr -d ' ' | paste -d, -s)
+
+INPUT_SHAPES=$(grep ^input ${INFO_FILE} | cut -d "[" -f2 | cut -d "]" -f1 | tr -d ' ' | xargs | tr ' ' ':')
+
+ONE_IMPORT_BCQ_SCRIPT="${ROOT}/bin/one-import-bcq ${TF_INTERFACE} "
+ONE_IMPORT_BCQ_SCRIPT+="-i ${GRAPHDEF_FILE} "
+ONE_IMPORT_BCQ_SCRIPT+="-o ${TMPDIR}/${MODEL_NAME}.tmp.circle "
+ONE_IMPORT_BCQ_SCRIPT+="-I ${INPUT} "
+ONE_IMPORT_BCQ_SCRIPT+="-O ${OUTPUT} "
+if [ ! -z ${INPUT_SHAPES} ]; then
+ ONE_IMPORT_BCQ_SCRIPT+="-s ${INPUT_SHAPES} "
+fi
+
+${ONE_IMPORT_BCQ_SCRIPT}
+
+# optimize
+"${ROOT}/bin/circle2circle" --resolve_customop_add "${TMPDIR}/${MODEL_NAME}.tmp.circle" "${TMPDIR}/${MODEL_NAME}.circle"
+
+"${ROOT}/bin/model2nnpkg" -o "${OUTPUT_DIR}" -m "${TMPDIR}/${MODEL_NAME}.circle"
generated by cgit v1.2.3 (git 2.25.1) at 2024-06-28 03:24:15 +0000