[one-cmds] Add input/output_type options to one-quantize (Samsung#7856)

This adds input/output_type options to one-quantize.

ONE-DCO-1.0-Signed-off-by: Hyukjin Jeong <[email protected]>

compiler/one-cmds/one-quantize

@@ -79,6 +79,14 @@ def _get_parser():
         '--granularity',
         type=str,
         help='quantize granularity (supported: layer, channel, default=layer)')
+    quantization_group.add_argument(
+        '--input_type',
+        type=str,
+        help='input data type (supported: uint8, int16, default=quantized_dtype)')
+    quantization_group.add_argument(
+        '--output_type',
+        type=str,
+        help='output data type (supported: uint8, int16, default=quantized_dtype)')
     quantization_group.add_argument(
         '--min_percentile', type=str, help='minimum percentile (0.0~100.0, default=1.0)')
     quantization_group.add_argument(
@@ -249,6 +257,12 @@ def _quantize(args):
             circle_quantizer_cmd.append(getattr(args, 'quantized_dtype'))
         if _utils._is_valid_attr(args, 'granularity'):
             circle_quantizer_cmd.append(getattr(args, 'granularity'))
+        if _utils._is_valid_attr(args, 'input_type'):
+            circle_quantizer_cmd.append('--input_type')
+            circle_quantizer_cmd.append(getattr(args, 'input_type'))
+        if _utils._is_valid_attr(args, 'output_type'):
+            circle_quantizer_cmd.append('--output_type')
+            circle_quantizer_cmd.append(getattr(args, 'output_type'))
         # input and output path
         circle_quantizer_cmd.append(tmp_output_path_2)
         if _utils._is_valid_attr(args, 'output_path'):

compiler/one-cmds/tests/one-quantize_007.test

@@ -0,0 +1,55 @@
+#!/bin/bash
+
+# Copyright (c) 2021 Samsung Electronics Co., Ltd. All Rights Reserved
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+filename_ext="$(basename -- $0)"
+filename="${filename_ext%.*}"
+
+trap_err_onexit()
+{
+  echo "${filename_ext} FAILED"
+  exit 255
+}
+
+trap trap_err_onexit ERR
+
+inputfile="./inception_v3.circle"
+outputfile="./inception_v3.random.quantized.q16.iq8.circle"
+
+rm -rf ${outputfile}
+
+# to create inception_v3.circle
+if [[ ! -s ${inputfile} ]]; then
+  /bin/bash one-import_001.test > /dev/null 2>&1
+  return_code=$?
+  if [[ ${return_code} != 0 ]]; then
+    trap_err_onexit
+  fi
+fi
+
+# run test without input data
+one-quantize \
+--input_dtype float32 \
+--quantized_dtype int16 \
+--granularity channel \
+--input_type uint8 \
+--input_path ${inputfile} \
+--output_path ${outputfile} > /dev/null 2>&1
+
+if [[ ! -s "${outputfile}" ]]; then
+  trap_err_onexit
+fi
+
+echo "${filename_ext} SUCCESS"

compiler/one-cmds/tests/one-quantize_008.test

@@ -0,0 +1,55 @@
+#!/bin/bash
+
+# Copyright (c) 2021 Samsung Electronics Co., Ltd. All Rights Reserved
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+filename_ext="$(basename -- $0)"
+filename="${filename_ext%.*}"
+
+trap_err_onexit()
+{
+  echo "${filename_ext} FAILED"
+  exit 255
+}
+
+trap trap_err_onexit ERR
+
+inputfile="./inception_v3.circle"
+outputfile="./inception_v3.random.quantized.q16.oq8.circle"
+
+rm -rf ${outputfile}
+
+# to create inception_v3.circle
+if [[ ! -s ${inputfile} ]]; then
+  /bin/bash one-import_001.test > /dev/null 2>&1
+  return_code=$?
+  if [[ ${return_code} != 0 ]]; then
+    trap_err_onexit
+  fi
+fi
+
+# run test without input data
+one-quantize \
+--input_dtype float32 \
+--quantized_dtype int16 \
+--granularity channel \
+--output_type uint8 \
+--input_path ${inputfile} \
+--output_path ${outputfile} > /dev/null 2>&1
+
+if [[ ! -s "${outputfile}" ]]; then
+  trap_err_onexit
+fi
+
+echo "${filename_ext} SUCCESS"

compiler/one-cmds/tests/one-quantize_neg_019.test

@@ -0,0 +1,50 @@
+#!/bin/bash
+
+# Copyright (c) 2021 Samsung Electronics Co., Ltd. All Rights Reserved
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# negative usage with invalid min_percentile
+
+filename_ext="$(basename -- $0)"
+filename="${filename_ext%.*}"
+
+trap_err_onexit()
+{
+  if grep -q "Unsupported input type" "${filename}.log"; then
+    echo "${filename_ext} SUCCESS"
+    exit 0
+  fi
+
+  echo "${filename_ext} FAILED"
+  exit 255
+}
+
+trap trap_err_onexit ERR
+
+inputfile="./inception_v3.circle"
+outputfile="./inception_v3.quantized.neg_019.circle"
+
+rm -rf ${outputfile}.log
+
+# run test
+one-quantize \
+--input_dtype float32 \
+--quantized_dtype int16 \
+--granularity channel \
+--input_type float32 \
+--input_path ${inputfile} \
+--output_path ${outputfile} > ${filename}.log 2>&1
+
+echo "${filename_ext} FAILED"
+exit 255

compiler/one-cmds/tests/onecc_023.cfg

@@ -0,0 +1,15 @@
+[onecc]
+one-import-tf=False
+one-import-tflite=False
+one-import-bcq=False
+one-optimize=False
+one-quantize=True
+one-pack=False
+one-codegen=False
+
+[one-quantize]
+input_path=inception_v3.circle
+output_path=inception_v3.onecc_023.q16.iq8.circle
+quantized_dtype=int16
+granularity=channel
+input_type=uint8

compiler/one-cmds/tests/onecc_023.test

@@ -0,0 +1,42 @@
+#!/bin/bash
+
+# Copyright (c) 2021 Samsung Electronics Co., Ltd. All Rights Reserved
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# one-import-tf -> one-quantize
+
+filename_ext="$(basename -- $0)"
+filename="${filename_ext%.*}"
+
+trap_err_onexit()
+{
+  echo "${filename_ext} FAILED"
+  exit 255
+}
+
+trap trap_err_onexit ERR
+
+configfile="onecc_023.cfg"
+outputfile="inception_v3.onecc_023.q16.iq8.circle"
+
+rm -rf ${outputfile}
+
+# run test
+onecc -C ${configfile} > /dev/null 2>&1
+
+if [[ ! -s "${outputfile}" ]]; then
+  trap_err_onexit
+fi
+
+echo "${filename_ext} SUCCESS"