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Uniformly package all non runtime parameters of TenosrRTEngine to ConstructionParams.
Support load trt engine in runtime(in tensorrt_engine op run).
Remove some unused function and variable in trt related code.
Refine some unittest related to trt.
Add unittest for function of save_optimized_model_pass(gpu/trt).
How to use:
//// Step 1: first run//// other code
config.SetModel(/*model dir*/);
// other code
config.EnableUseGpu(...); // for gpu
config.EnableTensorRtEngine(..., use_static=true, ...). // for tensorrt// other code
config.SwitchIrOptim(true);
config.SetOptimCacheDir("./optim_cache");
config.EnableSaveOptimModel(true);
// other codeauto predictor = CreatePredictor(config);
// Optimized model will be save to ./optim_cache/_optimized.*//// Step 2: second run//// other code
config.SetModel(/*optimized model dir*/);
// other code
config.EnableUseGpu(...); // for gpu
config.EnableTensorRtEngine(..., use_static=true, ...). // for tensorrt// other code
config.SwitchIrOptim(false);
// other codeauto predictor = CreatePredictor(config);
// other code
predictor->Run();
// other code
Note:
Not support EnableTensorRtEngine(..., use_cuda_graph=true).
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Pcard-71500