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Support CUDA, TensorRT & ROCm execution provider advanced settings #62

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merged 1 commit into from
Jun 23, 2024
Merged

Support CUDA, TensorRT & ROCm execution provider advanced settings #62

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13 changes: 8 additions & 5 deletions Source/YoloV8/Builder/IYoloV8Builder.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -6,17 +6,20 @@ public interface IYoloV8Builder

#if GPURELEASE

public IYoloV8Builder UseCuda(int deviceId = 0);
public IYoloV8Builder UseCuda(int deviceId = 0);
public IYoloV8Builder UseCuda(OrtCUDAProviderOptions options);

public IYoloV8Builder UseRocm(int deviceId = 0);
public IYoloV8Builder UseRocm(int deviceId = 0);
public IYoloV8Builder UseRocm(OrtROCMProviderOptions options);

public IYoloV8Builder UseTensorrt(int deviceId = 0);
public IYoloV8Builder UseTensorrt(int deviceId = 0);
public IYoloV8Builder UseTensorrt(OrtTensorRTProviderOptions options);

public IYoloV8Builder UseTvm(string settings = "");
public IYoloV8Builder UseTvm(string settings = "");

#endif

public IYoloV8Builder WithMetadata(YoloV8Metadata metadata);
public IYoloV8Builder WithMetadata(YoloV8Metadata metadata);

public IYoloV8Builder WithConfiguration(Action<YoloV8Configuration> configure);

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11 changes: 7 additions & 4 deletions Source/YoloV8/Builder/YoloV8Builder.cs
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Expand Up @@ -39,13 +39,16 @@ public IYoloV8Builder UseOnnxModel(BinarySelector model)

#if GPURELEASE

public IYoloV8Builder UseCuda(int deviceId) => WithSessionOptions(SessionOptions.MakeSessionOptionWithCudaProvider(deviceId));
public IYoloV8Builder UseCuda(int deviceId) => WithSessionOptions(SessionOptions.MakeSessionOptionWithCudaProvider(deviceId));
public IYoloV8Builder UseCuda(OrtCUDAProviderOptions options) => WithSessionOptions(SessionOptions.MakeSessionOptionWithCudaProvider(options));

public IYoloV8Builder UseRocm(int deviceId) => WithSessionOptions(SessionOptions.MakeSessionOptionWithRocmProvider(deviceId));
public IYoloV8Builder UseRocm(int deviceId) => WithSessionOptions(SessionOptions.MakeSessionOptionWithRocmProvider(deviceId));
public IYoloV8Builder UseRocm(OrtROCMProviderOptions options) => WithSessionOptions(SessionOptions.MakeSessionOptionWithRocmProvider(options));

public IYoloV8Builder UseTensorrt(int deviceId) => WithSessionOptions(SessionOptions.MakeSessionOptionWithTensorrtProvider(deviceId));
public IYoloV8Builder UseTensorrt(int deviceId) => WithSessionOptions(SessionOptions.MakeSessionOptionWithTensorrtProvider(deviceId));
public IYoloV8Builder UseTensorrt(OrtTensorRTProviderOptions options) => WithSessionOptions(SessionOptions.MakeSessionOptionWithTensorrtProvider(options));

public IYoloV8Builder UseTvm(string settings = "") => WithSessionOptions(SessionOptions.MakeSessionOptionWithTvmProvider(settings));
public IYoloV8Builder UseTvm(string settings = "") => WithSessionOptions(SessionOptions.MakeSessionOptionWithTvmProvider(settings));

#endif

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