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dnn_interface: add interface to support async execution
Signed-off-by: Xie, Lin <lin.xie@intel.com> Signed-off-by: Wu Zhiwen <zhiwen.wu@intel.com> Signed-off-by: Guo, Yejun <yejun.guo@intel.com>
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@ -33,7 +33,7 @@ DNNModule *ff_get_dnn_module(DNNBackendType backend_type)
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{
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DNNModule *dnn_module;
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dnn_module = av_malloc(sizeof(DNNModule));
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dnn_module = av_mallocz(sizeof(DNNModule));
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if(!dnn_module){
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return NULL;
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}
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@ -35,6 +35,13 @@ typedef enum {DNN_NATIVE, DNN_TF, DNN_OV} DNNBackendType;
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typedef enum {DNN_FLOAT = 1, DNN_UINT8 = 4} DNNDataType;
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typedef enum {
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DAST_FAIL, // something wrong
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DAST_EMPTY_QUEUE, // no more inference result to get
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DAST_NOT_READY, // all queued inferences are not finished
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DAST_SUCCESS // got a result frame successfully
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} DNNAsyncStatusType;
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typedef struct DNNData{
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void *data;
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DNNDataType dt;
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@ -69,6 +76,11 @@ typedef struct DNNModule{
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// Executes model with specified input and output. Returns DNN_ERROR otherwise.
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DNNReturnType (*execute_model)(const DNNModel *model, const char *input_name, AVFrame *in_frame,
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const char **output_names, uint32_t nb_output, AVFrame *out_frame);
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// Executes model with specified input and output asynchronously. Returns DNN_ERROR otherwise.
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DNNReturnType (*execute_model_async)(const DNNModel *model, const char *input_name, AVFrame *in_frame,
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const char **output_names, uint32_t nb_output, AVFrame *out_frame);
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// Retrieve inference result.
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DNNAsyncStatusType (*get_async_result)(const DNNModel *model, AVFrame **out);
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// Frees memory allocated for model.
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void (*free_model)(DNNModel **model);
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} DNNModule;
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