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Diffstat (limited to 'compiler/luci-interpreter/pal/mcu/PALConv2d.h')
| -rw-r--r-- | compiler/luci-interpreter/pal/mcu/PALConv2d.h | 85 |
1 files changed, 85 insertions, 0 deletions
diff --git a/compiler/luci-interpreter/pal/mcu/PALConv2d.h b/compiler/luci-interpreter/pal/mcu/PALConv2d.h new file mode 100644 index 000000000..13976877a --- /dev/null +++ b/compiler/luci-interpreter/pal/mcu/PALConv2d.h @@ -0,0 +1,85 @@ +/* + * 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. + */ + +#ifndef LUCI_INTERPRETER_PAL_CONV2D_H +#define LUCI_INTERPRETER_PAL_CONV2D_H + +#include <tensorflow/lite/kernels/internal/reference/conv.h> +#include <tensorflow/lite/kernels/internal/reference/integer_ops/conv.h> + +namespace luci_interpreter_pal +{ +static inline void Conv(const tflite::ConvParams ¶ms, const tflite::RuntimeShape &input_shape, + const float *input_data, const tflite::RuntimeShape &filter_shape, + const float *filter_data, const tflite::RuntimeShape &bias_shape, + const float *bias_data, const tflite::RuntimeShape &output_shape, + float *output_data, const tflite::RuntimeShape &scratchpad_shape, + float *scratchpad_data) +{ + (void)scratchpad_shape; + (void)scratchpad_data; + tflite::reference_ops::Conv(params, input_shape, input_data, filter_shape, filter_data, + bias_shape, bias_data, output_shape, output_data, + tflite::RuntimeShape(), nullptr); +} + +static inline void Conv(const tflite::ConvParams ¶ms, const tflite::RuntimeShape &input_shape, + const uint8 *input_data, const tflite::RuntimeShape &filter_shape, + const uint8 *filter_data, const tflite::RuntimeShape &bias_shape, + const int32 *bias_data, const tflite::RuntimeShape &output_shape, + uint8 *output_data, const tflite::RuntimeShape &scratchpad_shape, + uint8 *scratchpad_data) +{ + (void)scratchpad_shape; + (void)scratchpad_data; + tflite::reference_ops::Conv(params, input_shape, input_data, filter_shape, filter_data, + bias_shape, bias_data, output_shape, output_data, scratchpad_shape, + scratchpad_data, nullptr); +} + +static inline void ConvPerChannel(const tflite::ConvParams ¶ms, const int32_t *mult, + const int32_t *shifts, const tflite::RuntimeShape &input_shape, + const int8 *input_data, const tflite::RuntimeShape &filter_shape, + const int8 *filter_data, const tflite::RuntimeShape &bias_shape, + const int32 *bias_data, const tflite::RuntimeShape &output_shape, + int8 *output_data, const tflite::RuntimeShape &scratchpad_shape, + int8 *scratchpad_data) +{ + (void)scratchpad_shape; + (void)scratchpad_data; + tflite::reference_integer_ops::ConvPerChannel(params, mult, shifts, input_shape, input_data, + filter_shape, filter_data, bias_shape, bias_data, + output_shape, output_data); +} + +static inline void SetupScratchpadTensor(luci_interpreter::Tensor *scratchpad, + const luci_interpreter::DataType &input_data_type, + const tflite::ConvParams ¶ms, + const tflite::RuntimeShape &input_shape, + const tflite::RuntimeShape &filter_shape, + const tflite::RuntimeShape &output_shape) +{ + (void)input_data_type; + (void)params; + (void)input_shape; + (void)filter_shape; + (void)output_shape; + scratchpad->set_allocatable(false); +} + +} // namespace luci_interpreter_pal + +#endif // LUCI_INTERPRETER_PAL_CONV2D_H |