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47 lines
1.1 KiB
47 lines
1.1 KiB
#ifndef COMMONMODEL_H
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#define COMMONMODEL_H
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#include <CL/cl.h>
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#include "common/mat.h"
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#include "common/modeldata.h"
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#include "transforms/transform.h"
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#include "transforms/loadyuv.h"
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#ifdef __cplusplus
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extern "C" {
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#endif
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void softmax(const float* input, float* output, size_t len);
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float softplus(float input);
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float sigmoid(float input);
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typedef struct ModelInput {
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cl_device_id device_id;
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cl_context context;
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// input
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Transform transform;
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int transformed_width, transformed_height;
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cl_mem transformed_y_cl, transformed_u_cl, transformed_v_cl;
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LoadYUVState loadyuv;
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cl_mem net_input;
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size_t net_input_size;
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} ModelInput;
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void model_input_init(ModelInput* s, int width, int height,
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cl_device_id device_id, cl_context context);
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float *model_input_prepare(ModelInput* s, cl_command_queue q,
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cl_mem yuv_cl, int width, int height,
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mat3 transform);
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void model_input_free(ModelInput* s);
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void model_publish(void* sock, uint32_t frame_id,
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const mat3 transform, const ModelData data);
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#ifdef __cplusplus
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}
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#endif
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#endif
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