2 * Copyright (c) 2020 Samsung Electronics Co., Ltd. All Rights Reserved
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
8 * http://www.apache.org/licenses/LICENSE-2.0
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
17 #ifndef __LUCI_QUANTIZE_WITH_MINMAX_PASS_H__
18 #define __LUCI_QUANTIZE_WITH_MINMAX_PASS_H__
22 #include <logo/Pass.h>
24 #include <luci/Pass/QuantizationParameters.h>
30 * @brief Pass to quantize activation, weights, and bias
32 class QuantizeWithMinMaxPass : public logo::Pass
34 // For backward-compatibility
35 // TODO Remove this constructor
37 QuantizeWithMinMaxPass(loco::DataType input_model_dtype, loco::DataType output_model_dtype,
38 QuantizationGranularity granularity)
39 : _input_model_dtype{input_model_dtype}, _output_model_dtype{output_model_dtype},
40 _granularity{granularity}, _input_type{output_model_dtype}, _output_type{output_model_dtype}
46 QuantizeWithMinMaxPass(loco::DataType input_model_dtype, loco::DataType output_model_dtype,
47 QuantizationGranularity granularity, loco::DataType input_type,
48 loco::DataType output_type)
49 : _input_model_dtype{input_model_dtype}, _output_model_dtype{output_model_dtype},
50 _granularity{granularity}, _input_type{input_type}, _output_type{output_type}
54 virtual const char *name(void) const { return "luci::QuantizeWithMinMaxPass"; }
57 bool run(loco::Graph *graph);
60 void set_input_type(loco::Graph *graph) const;
61 void set_output_type(loco::Graph *graph) const;
64 loco::DataType _input_model_dtype;
65 loco::DataType _output_model_dtype;
66 QuantizationGranularity _granularity;
67 loco::DataType _input_type;
68 loco::DataType _output_type;
73 #endif //__LUCI_QUANTIZE_WITH_MINMAX_PASS_H__