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|
#!/bin/bash
# Need at least 2 arguments
if [[ $# -lt 2 ]]; then
echo "USAGE: $0 ..."
echo
echo "ARGUMENTS:"
echo " [test.config path]"
echo " [WORKDIR]"
echo " [Prefix1]"
echo " [Prefix2]"
echo " ..."
exit 255
fi
CONFIG_PATH="$1"; shift
WORKDIR="$1"; shift
source "${CONFIG_PATH}"
echo "-- Found nnkit-run: ${NNKIT_RUN_PATH}"
echo "-- Found TF backend: ${TF_BACKEND_PATH}"
echo "-- Found TFLITE backend: ${TFLITE_BACKEND_PATH}"
echo "-- Found TF2TFLITEV2: ${TF2TFLITEV2_PATH}"
echo "-- Found randomize action: ${RANDOMIZE_ACTION_PATH}"
echo "-- Found HDF5 export action: ${HDF5_EXPORT_ACTION_PATH}"
echo "-- Found HDF5 import action: ${HDF5_IMPORT_ACTION_PATH}"
echo "-- Found i5diff: ${I5DIFF_PATH}"
echo "-- Found workdir: ${WORKDIR}"
TESTED=()
PASSED=()
FAILED=()
pushd "${WORKDIR}"
while [[ $# -ne 0 ]]; do
PREFIX="$1"; shift
TESTED+=("${PREFIX}")
PASSED_TAG="${PREFIX}.passed"
rm -f "${PASSED_TAG}"
cat > "${PREFIX}.log" <(
exec 2>&1
echo "-- Found pb: ${PREFIX}.pb"
# Exit immediately if any command fails
set -e
# Show commands
set -x
# Generate tflite
source "${VIRTUALENV}/bin/activate"
"${VIRTUALENV}/bin/python" "${TF2TFLITEV2_PATH}" \
--v1 \
--input_path "${WORKDIR}/${PREFIX}.pb" \
--input_arrays "$(awk -F, '/^input/ { print $2 }' ${PREFIX}.info | cut -d: -f1 | tr -d ' ' | paste -d, -s)" \
--input_shapes "$(cat ${PREFIX}.info | grep '^input' | cut -d '[' -f2 | cut -d ']' -f1 | tr -d ' ' | xargs | tr ' ' ':')" \
--output_path "${WORKDIR}/${PREFIX}.tflite" \
--output_arrays "$(awk -F, '/^output/ { print $2 }' ${PREFIX}.info | cut -d: -f1 | tr -d ' ' | paste -d, -s)"
# Run TensorFlow
"${NNKIT_RUN_PATH}" \
--backend "${TF_BACKEND_PATH}" \
--backend-arg "${WORKDIR}/${PREFIX}.pb" \
--backend-arg "${WORKDIR}/${PREFIX}.info" \
--pre "${RANDOMIZE_ACTION_PATH}" \
--pre "${HDF5_EXPORT_ACTION_PATH}" \
--pre-arg "${WORKDIR}/${PREFIX}.input.h5" \
--post "${HDF5_EXPORT_ACTION_PATH}" \
--post-arg "${WORKDIR}/${PREFIX}.expected.h5"
# Run TensorFlow Lite
"${NNKIT_RUN_PATH}" \
--backend "${TFLITE_BACKEND_PATH}" \
--backend-arg "${WORKDIR}/${PREFIX}.tflite" \
--pre "${HDF5_IMPORT_ACTION_PATH}" \
--pre-arg "${WORKDIR}/${PREFIX}.input.h5" \
--post "${HDF5_EXPORT_ACTION_PATH}" \
--post-arg "${WORKDIR}/${PREFIX}.obtained.h5"
"${I5DIFF_PATH}" -d 0.001 "${PREFIX}.expected.h5" "${PREFIX}.obtained.h5"
if [[ $? -eq 0 ]]; then
touch "${PASSED_TAG}"
fi
)
if [[ -f "${PASSED_TAG}" ]]; then
PASSED+=("$PREFIX")
else
FAILED+=("$PREFIX")
fi
done
popd
if [[ ${#TESTED[@]} -ne ${#PASSED[@]} ]]; then
echo "FAILED"
for TEST in "${FAILED[@]}"
do
echo "- ${TEST}"
done
exit 255
fi
echo "PASSED"
exit 0
|
