ONNX
Tensor - CreateTensor_FromData_Float
Constructs a Tensor with the specified shape and data. Note: This constructor creates a Tensor from a shape Array and a data Array. The shape defines the dimensions of the Tensor, and the data array provides the initial values for the Tensor elements. The data type of the Tensor is inferred from the type of the input data array. The size of inData must match the product of the dimensions specified in inShape.
IN
| Name | Type | Description |
|---|---|---|
| InShape | IntArray | An array of integers specifying the dimensions of the Tensor. |
| InData | FloatArray | An array of values to initialize the Tensor elements. Its type determines the Tensor's element type. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | The Tensor instance. |
| Error | ErrorState | Gets the execution error message |
Tensor - CreateTensor_FromData_Int
Constructs a Tensor with the specified shape and data. Note: This constructor creates a Tensor from a shape Array and a data Array. The shape defines the dimensions of the Tensor, and the data array provides the initial values for the Tensor elements. The data type of the Tensor is inferred from the type of the input data array. The size of inData must match the product of the dimensions specified in inShape.
IN
| Name | Type | Description |
|---|---|---|
| InShape | IntArray | An array of integers specifying the dimensions of the Tensor. |
| InData | IntArray | An array of values to initialize the Tensor elements. Its type determines the Tensor's element type. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | The Tensor instance. |
| Error | ErrorState | Gets the execution error message |
Tensor - CreateTensor_FromData_Int16
Constructs a Tensor with the specified shape and data. Note: This constructor creates a Tensor from a shape Array and a data Array. The shape defines the dimensions of the Tensor, and the data array provides the initial values for the Tensor elements. The data type of the Tensor is inferred from the type of the input data array. The size of inData must match the product of the dimensions specified in inShape.
IN
| Name | Type | Description |
|---|---|---|
| InShape | IntArray | An array of integers specifying the dimensions of the Tensor. |
| InData | Int16Array | An array of values to initialize the Tensor elements. Its type determines the Tensor's element type. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | The Tensor instance. |
| Error | ErrorState | Gets the execution error message |
Tensor - CreateTensor_FromData_Int8
Constructs a Tensor with the specified shape and data. Note: This constructor creates a Tensor from a shape Array and a data Array. The shape defines the dimensions of the Tensor, and the data array provides the initial values for the Tensor elements. The data type of the Tensor is inferred from the type of the input data array. The size of inData must match the product of the dimensions specified in inShape.
IN
| Name | Type | Description |
|---|---|---|
| InShape | IntArray | An array of integers specifying the dimensions of the Tensor. |
| InData | SByteArray | An array of values to initialize the Tensor elements. Its type determines the Tensor's element type. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | The Tensor instance. |
| Error | ErrorState | Gets the execution error message |
Tensor - CreateTensor_FromData_UInt16
Constructs a Tensor with the specified shape and data. Note: This constructor creates a Tensor from a shape Array and a data Array. The shape defines the dimensions of the Tensor, and the data array provides the initial values for the Tensor elements. The data type of the Tensor is inferred from the type of the input data array. The size of inData must match the product of the dimensions specified in inShape.
IN
| Name | Type | Description |
|---|---|---|
| InShape | IntArray | An array of integers specifying the dimensions of the Tensor. |
| InData | UInt16Array | An array of values to initialize the Tensor elements. Its type determines the Tensor's element type. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | The Tensor instance. |
| Error | ErrorState | Gets the execution error message |
Tensor - CreateTensor_FromData_UInt8
Constructs a Tensor with the specified shape and data. Note: This constructor creates a Tensor from a shape Array and a data Array. The shape defines the dimensions of the Tensor, and the data array provides the initial values for the Tensor elements. The data type of the Tensor is inferred from the type of the input data array. The size of inData must match the product of the dimensions specified in inShape.
IN
| Name | Type | Description |
|---|---|---|
| InShape | IntArray | An array of integers specifying the dimensions of the Tensor. |
| InData | ByteArray | An array of values to initialize the Tensor elements. Its type determines the Tensor's element type. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | The Tensor instance. |
| Error | ErrorState | Gets the execution error message |
Tensor - CreateTensor_FromImage
Constructs a Tensor from a single Image using a specified configuration. Note: This constructor creates a Tensor by converting Image data into a Tensor format according to the provided TensorConfig. The resulting Tensor shape and element values depend on the dimensions of the input Image and the parameters specified in the TensorConfig.
IN
| Name | Type | Description |
|---|---|---|
| InImage | Image | The input image to convert into a Tensor. |
| InConfig | TensorConfig | The configuration object defining preprocessing and conversion parameters. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | The Tensor instance. |
| Error | ErrorState | Gets the execution error message |
Tensor - CreateTensor_FromImages
Constructs a Tensor from an array of Images using a specified configuration. Note: This constructor creates a Tensor by converting the array of Images into a Tensor format according to the provided TensorConfig. The resulting Tensor shape and element values depend on the dimensions of the input Image and the parameters specified in the TensorConfig.
IN
| Name | Type | Description |
|---|---|---|
| InImages | ImageArray | The input images to convert into a Tensor. |
| InConfig | TensorConfig | The configuration object defining preprocessing and conversion parameters. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | The Tensor instance. |
| Error | ErrorState | Gets the execution error message |
Tensor - GetBatchElement
Retrieves a copy of sub-Tensor from a batched Tensor. Note: This method returns a Tensor corresponding to the specified batch index. It is useful when working with batched data, allowing access to individual samples within the batch without modifying the original tensor. The returned Tensor shares the same data type as the original batch tensor, but its shape corresponds to a single element of the batch.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | The input Tensor |
| InBatchIndex | Int | The index of the batch element to retrieve. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | A tensor representing the element at the specified batch index. |
| Error | ErrorState | Gets the execution error message |
Tensor - GetDimension
Returns the Tensor dimension (or rank).
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | The input Tensor |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutInt | Int | The Tensor dimension. |
| Error | ErrorState | Gets the execution error message |
Tensor - GetElementType
Returns the Tensor element data type.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | The input Tensor |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorDataType | Enum < TensorDataType > | The Tensor element data type. |
| Error | ErrorState | Gets the execution error message |
Tensor - GetShape
Returns the Tensor shape.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | The input Tensor |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutInt | IntArray | An array of integers representing the Tensor shape. |
| Error | ErrorState | Gets the execution error message |
Tensor - GetTensorElement
Get the TensorElement at the given index.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | The input Tensor |
| InIndex0 | Int | Axis-0 index. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | Selected Tensor element. |
| Error | ErrorState | Gets the execution error message |
Tensor - GetTensorElement2
Get the TensorElement at the given indices.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | The input Tensor |
| InIndex0 | Int | Axis-0 index. |
| InIndex1 | Int | Axis-1 index. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | Selected Tensor element. |
| Error | ErrorState | Gets the execution error message |
Tensor - GetTensorElement3
Get the TensorElement at the given indices.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | The input Tensor |
| InIndex0 | Int | Axis-0 index. |
| InIndex1 | Int | Axis-1 index. |
| InIndex2 | Int | Axis-2 index. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | Selected Tensor element. |
| Error | ErrorState | Gets the execution error message |
Tensor - GetTensorElement4
Get the TensorElement at the given indices.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | The input Tensor |
| InIndex0 | Int | Axis-0 index. |
| InIndex1 | Int | Axis-1 index. |
| InIndex2 | Int | Axis-2 index. |
| InIndex3 | Int | Axis-3 index. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | Selected Tensor element. |
| Error | ErrorState | Gets the execution error message |
TensorTypeInfo - CreateTensorTypeInfo
Constructs a new TensorTypeInfo object from given shape and element type.
IN
| Name | Type | Description |
|---|---|---|
| InShape | IntArray | Shape. |
| InElementType | Enum < TensorDataType > | Element type. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorTypeInfo | TensorTypeInfo | The TensorTypeInfo instance. |
| Error | ErrorState | Gets the execution error message |
TensorTypeInfo - GetElementType
Returns the type of the tensor.
IN
| Name | Type | Description |
|---|---|---|
| InTensorTypeInfo | TensorTypeInfo | The input TensorTypeInfo |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorDataType | Enum < TensorDataType > | The tensor element type. |
| Error | ErrorState | Gets the execution error message |
TensorTypeInfo - GetShape
Returns the shape of the tensor.
IN
| Name | Type | Description |
|---|---|---|
| InTensorTypeInfo | TensorTypeInfo | The input TensorTypeInfo |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| Outint | IntArray | The tensor shape. |
| Error | ErrorState | Gets the execution error message |
TensorOperations - GetArgMax
Returns the indices of the maximum values along a specified axis.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | Input Tensor. |
| InAxis | Int | The axis along which to compute the Arg Max. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | A tensor containing the indices of the maximum values along the specified axis. |
| Error | ErrorState | Gets the execution error message |
TensorOperations - GetArgMin
Returns the indices of the minimum values along a specified axis.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | Input Tensor. |
| InAxis | Int | The axis along which to compute the Arg Min. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | A tensor containing the indices of the minimum values along the specified axis. |
| Error | ErrorState | Gets the execution error message |
TensorOperations - Reshape
Returns a new tensor with the shape specified by inShape
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | The input tensor to be reshaped. |
| InShape | IntArray | An array defining the desired shape of the output tensor. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | A tensor containing the same data as inTensor but reshaped to the specified dimensions. |
| Error | ErrorState | Gets the execution error message |
TensorOperations - Softmax
Apply softmax along a given axis of the input Tensor. Note: The softmax function applied to a vector \f$ \vec{x} = {x_0,\dots, x_K} \f$ is defined as: \f[ \sigma(\vec{x})j = \frac{e^{x_j}}{\sum \f] where: - \f}^K e^{x_k}\(j\f\) indexes the elements along the specified axis. - \f\(k\f\) runs over all indices along that axis.
IN
| Name | Type | Description |
|---|---|---|
| IoTensor | Tensor | Input Tensor. |
| InAxis | Int | Axis to compute the function along. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutIoTensor | Tensor | The modified Core.Data.Types.Tensor |
| Error | ErrorState | Gets the execution error message |
TensorOperations - ConvertTensorToImage
Convert a Tensor to an Image.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | Input Tensor. |
| InLayout | Enum < ChannelsLayout > | Tensor ChannelsLayout::Type. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutImage | Image | Converted tensor. |
| Error | ErrorState | Gets the execution error message |
TensorOperations - ConvertTensorToImageArray
Convert a Tensor of rank N into N single-channel Images.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | Input Tensor. |
| InLayout | Enum < ChannelsLayout > | Tensor ChannelsLayout::Type. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutImage | ImageArray | Array that contains all the single-channel images. |
| Error | ErrorState | Gets the execution error message |
TensorElement - AddFloat
Adds an unsigned 32-bit float value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Float | float value to add. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - AddInt
Adds an unsigned 32-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Int | int value to add. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - AddInt16
Adds an unsigned 16-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Int16 | short value to add. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - AddInt8
Adds an 8-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | SByte | sbyte value to add. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - AddUInt16
Adds an unsigned 16-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | UInt16 | ushort value to add. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - AddUInt8
Adds an unsigned 8-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Byte | byte value to add. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - CastToDouble
Converts the TensorElement to a 64-bit double.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutDouble | Double | The value of the underlying Tensor element as a double. |
| Error | ErrorState | Gets the execution error message |
TensorElement - CastToFloat
Converts the TensorElement to a 32-bit float.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutFloat | Float | The value of the underlying Tensor element as a float. |
| Error | ErrorState | Gets the execution error message |
TensorElement - CastToInt
Converts the TensorElement to a 32-bit integer.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutInt | Int | The value of the underlying Tensor element as an int. |
| Error | ErrorState | Gets the execution error message |
TensorElement - CastToInt16
Converts the TensorElement to a 16-bit integer.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutInt16 | Int16 | The value of the underlying Tensor element as a short. |
| Error | ErrorState | Gets the execution error message |
TensorElement - CastToInt8
Converts the TensorElement to an 8-bit integer.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutSByte | SByte | The value of the underlying Tensor element as a sbyte. |
| Error | ErrorState | Gets the execution error message |
TensorElement - CastToUInt16
Converts the TensorElement to an unsigned 16-bit integer.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutUInt16 | UInt16 | The value of the underlying Tensor element as a ushort. |
| Error | ErrorState | Gets the execution error message |
TensorElement - CastToUInt8
Converts the TensorElement to an unsigned 8-bit integer.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutByte | Byte | The value of the underlying Tensor element as a byte. |
| Error | ErrorState | Gets the execution error message |
TensorElement - CreateTensorElement_From1DTensor
Constructs a new Tensor Element object.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | Input Tensor. |
| InIndex0 | Int | Axis-0 index. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The TensorElement instance. |
| Error | ErrorState | Gets the execution error message |
TensorElement - CreateTensorElement_From2DTensor
Constructs a new Tensor Element object.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | Input Tensor. |
| InIndex0 | Int | Axis-0 index. |
| InIndex1 | Int | Axis-1 index. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The TensorElement instance. |
| Error | ErrorState | Gets the execution error message |
TensorElement - CreateTensorElement_From3DTensor
Constructs a new Tensor Element object.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | Input Tensor. |
| InIndex0 | Int | Axis-0 index. |
| InIndex1 | Int | Axis-1 index. |
| InIndex2 | Int | Axis-2 index. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The TensorElement instance. |
| Error | ErrorState | Gets the execution error message |
TensorElement - CreateTensorElement_From4DTensor
Constructs a new Tensor Element object.
IN
| Name | Type | Description |
|---|---|---|
| InTensor | Tensor | Input Tensor. |
| InIndex0 | Int | Axis-0 index. |
| InIndex1 | Int | Axis-1 index. |
| InIndex2 | Int | Axis-2 index. |
| InIndex3 | Int | Axis-3 index. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The TensorElement instance. |
| Error | ErrorState | Gets the execution error message |
TensorElement - DivideFloat
Divide an unsigned 32-bit float value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Float | float value to use as divider. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - DivideInt
Divide an unsigned 32-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Int | int value to use as divider. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - DivideInt16
Divide an unsigned 16-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Int16 | short value to use as divider. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - DivideInt8
Divide an 8-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | SByte | sbyte value to use as divider. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - DivideUInt16
Divide an unsigned 16-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | UInt16 | ushort value to use as divider. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - DivideUInt8
Divide an unsigned 8-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Byte | byte value to use as divider. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - MultiplyFloat
Multiply an unsigned 32-bit float value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Float | float value to use as multiplier. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - MultiplyInt
Multiply an unsigned 32-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Int | int value to use as multiplier. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - MultiplyInt16
Multiply an unsigned 16-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Int16 | short value to use as multiplier. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - MultiplyInt8
Multiply an 8-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | SByte | sbyte value to use as multiplier. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - MultiplyUInt16
Multiply an unsigned 16-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | UInt16 | ushort value to use as multiplier. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - MultiplyUInt8
Multiply an unsigned 8-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Byte | byte value to use as multiplier. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - SubtractFloat
Subtract an unsigned 32-bit float value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Float | float value to subtract. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - SubtractInt
Subtract an unsigned 32-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Int | int value to subtract. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - SubtractInt16
Subtract an unsigned 16-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Int16 | short value to subtract. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - SubtractInt8
Subtract an 8-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | SByte | sbyte value to subtract. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - SubtractUInt16
Subtract an unsigned 16-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | UInt16 | ushort value to subtract. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorElement - SubtractUInt8
Subtract an unsigned 8-bit integer value to this TensorElement.
IN
| Name | Type | Description |
|---|---|---|
| InTensorElement | TensorElement | The input TensorElement |
| InValue | Byte | byte value to subtract. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorElement | TensorElement | The modified Core.Data.Types.TensorElement |
| Error | ErrorState | Gets the execution error message |
TensorConfig - CreateTensorConfig
Constructs a new TensorConfig object.
IN
| Name | Type | Description |
|---|---|---|
| InRescaleFactor | Float | float rescale factor applied to the input Image. |
| InMean | FloatArray | Mean values used for tensor normalization. |
| InSwapRB | Bool | Whether the red and blue channels are swapped. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorConfig | TensorConfig | The TensorConfig instance. |
| Error | ErrorState | Gets the execution error message |
TensorConfig - GetCropSize
Retrieves the Image to Tensor crop size.
IN
| Name | Type | Description |
|---|---|---|
| InTensorConfig | TensorConfig | The input TensorConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorConfig | TensorConfig | The modified Core.Data.Types.TensorConfig |
| Error | ErrorState | Gets the execution error message |
TensorConfig - GetMean
Retrieves the mean values used for Tensor normalization.
IN
| Name | Type | Description |
|---|---|---|
| InTensorConfig | TensorConfig | The input TensorConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutFloat | FloatArray | The mean values. |
| Error | ErrorState | Gets the execution error message |
TensorConfig - GetRescaleFactor
Retrieves the current rescale factor applied to the Tensor.
IN
| Name | Type | Description |
|---|---|---|
| InTensorConfig | TensorConfig | The input TensorConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutFloat | Float | The rescale factor. |
| Error | ErrorState | Gets the execution error message |
TensorConfig - GetSwapRB
Checks whether the red and blue channels are swapped.
IN
| Name | Type | Description |
|---|---|---|
| InTensorConfig | TensorConfig | The input TensorConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutBool | Bool | True if RB swapping is enabled, false otherwise. |
| Error | ErrorState | Gets the execution error message |
TensorConfig - SetCropSize
Enables or disables cropping for the input Image.
IN
| Name | Type | Description |
|---|---|---|
| InTensorConfig | TensorConfig | The input TensorConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorConfig | TensorConfig | The modified Core.Data.Types.TensorConfig |
| Error | ErrorState | Gets the execution error message |
TensorConfig - SetMean
Sets the mean values for Tensor normalization.
IN
| Name | Type | Description |
|---|---|---|
| InTensorConfig | TensorConfig | The input TensorConfig |
| InMean | FloatArray | An array of mean values to apply. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorConfig | TensorConfig | The modified Core.Data.Types.TensorConfig |
| Error | ErrorState | Gets the execution error message |
TensorConfig - SetRescaleFactor
Sets the rescale factor for the Tensor.
IN
| Name | Type | Description |
|---|---|---|
| InTensorConfig | TensorConfig | The input TensorConfig |
| InRescaleFactor | Float | The new rescale factor to apply. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorConfig | TensorConfig | The modified Core.Data.Types.TensorConfig |
| Error | ErrorState | Gets the execution error message |
TensorConfig - SetSwapRB
Enables or disables swapping of red and blue channels.
IN
| Name | Type | Description |
|---|---|---|
| InTensorConfig | TensorConfig | The input TensorConfig |
| InSwapRB | Bool | Set to true to swap the red and blue channels, false otherwise. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorConfig | TensorConfig | The modified Core.Data.Types.TensorConfig |
| Error | ErrorState | Gets the execution error message |
RunOptions - CreateRunOptions
Constructs a new RunOptions object from specific tag.
IN
| Name | Type | Description |
|---|---|---|
| InTag | String | Run Tag. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutRunOptions | RunOptions | The RunOptions instance. |
| Error | ErrorState | Gets the execution error message |
RunOptions - SetRunTag
Sets a new Run Tag.
IN
| Name | Type | Description |
|---|---|---|
| InRunOptions | RunOptions | The input RunOptions |
| InTag | String | A ov::String that will be used as Run tag. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutRunOptions | RunOptions | The modified Core.Data.Types.RunOptions |
| Error | ErrorState | Gets the execution error message |
RunOptions - SetTerminate
Sets the 'terminate' flag.
IN
| Name | Type | Description |
|---|---|---|
| InRunOptions | RunOptions | The input RunOptions |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutRunOptions | RunOptions | The modified Core.Data.Types.RunOptions |
| Error | ErrorState | Gets the execution error message |
RunOptions - UnsetTerminate
Clears the 'terminate' flag.
IN
| Name | Type | Description |
|---|---|---|
| InRunOptions | RunOptions | The input RunOptions |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutRunOptions | RunOptions | The modified Core.Data.Types.RunOptions |
| Error | ErrorState | Gets the execution error message |
Model - CreateModel
Constructs a new Model from .onnx file and configuration.
IN
| Name | Type | Description |
|---|---|---|
| InFile | PathFile | Path to the model .onnx file. |
| InModelConfig | OnnxModelConfig | Model configuration. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModel | OnnxModel | The Model instance. |
| Error | ErrorState | Gets the execution error message |
Model - GetInputNames
Returns the Input Names.
IN
| Name | Type | Description |
|---|---|---|
| InModel | OnnxModel | The input Model |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutString | StringArray | An array containing all the input layers names. |
| Error | ErrorState | Gets the execution error message |
Model - GetInputsCount
Returns the number of Inputs layers.
IN
| Name | Type | Description |
|---|---|---|
| InModel | OnnxModel | The input Model |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutUInt64 | UInt64 | The number of Inputs layers. |
| Error | ErrorState | Gets the execution error message |
Model - GetInputType
Returns the Input Type for layer with index inIndex.
IN
| Name | Type | Description |
|---|---|---|
| InModel | OnnxModel | The input Model |
| InIndex | UInt64 | Input layer index. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutONNXType | Enum < ONNXType > | Type of the input layer with index inIndex. |
| Error | ErrorState | Gets the execution error message |
Model - GetOutputNames
Returns the Output Names.
IN
| Name | Type | Description |
|---|---|---|
| InModel | OnnxModel | The input Model |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutString | StringArray | An array containing all the output layers names. |
| Error | ErrorState | Gets the execution error message |
Model - GetOutputsCount
Returns the Outputs Count.
IN
| Name | Type | Description |
|---|---|---|
| InModel | OnnxModel | The input Model |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutUInt64 | UInt64 | The number of outputs layers. |
| Error | ErrorState | Gets the execution error message |
Model - GetOutputType
Returns the Output Type for layer with index inIndex.
IN
| Name | Type | Description |
|---|---|---|
| InModel | OnnxModel | The input Model |
| InIndex | UInt64 | Output layer index. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutONNXType | Enum < ONNXType > | Type of the output layer with index inIndex. |
| Error | ErrorState | Gets the execution error message |
Model - GetTensorInputTypeInfo
Returns the Tensor Input Type Info.
IN
| Name | Type | Description |
|---|---|---|
| InModel | OnnxModel | The input Model |
| InIndex | UInt64 | Input layer index. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorTypeInfo | TensorTypeInfo | The TensorTypeInfo of the input layer with index inIndex. |
| Error | ErrorState | Gets the execution error message |
Model - GetTensorOutputTypeInfo
Returns the Tensor Output Type Info.
IN
| Name | Type | Description |
|---|---|---|
| InModel | OnnxModel | The input Model |
| InIndex | UInt64 | Output layer index |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensorTypeInfo | TensorTypeInfo | The TensorTypeInfo of the output layer with index inIndex. |
| Error | ErrorState | Gets the execution error message |
Model - Run_MultipleToMultiple
Run model inference with multiple input / multiple output.
IN
| Name | Type | Description |
|---|---|---|
| InModel | OnnxModel | The input Model |
| InTensors | TensorArray | Input tensors. |
| InRunOptions | RunOptions | Model run options. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensors | TensorArray | Output tensors. |
| Error | ErrorState | Gets the execution error message |
Model - Run_SingleToMultiple
Run model inference with single input / multiple output.
IN
| Name | Type | Description |
|---|---|---|
| InModel | OnnxModel | The input Model |
| InTensor | Tensor | Input tensor. |
| InRunOptions | RunOptions | Model run options. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensors | TensorArray | Output tensors. |
| Error | ErrorState | Gets the execution error message |
Model - Run_SingleToSingle
Run model inference with single input / single output.
IN
| Name | Type | Description |
|---|---|---|
| InModel | OnnxModel | The input Model |
| InTensor | Tensor | Input tensor. |
| InRunOptions | RunOptions | Model run options. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutTensor | Tensor | Output tensor. |
| Error | ErrorState | Gets the execution error message |
ModelConfig - AddCUDAExecutionProvider
Add the CUDA execution provider using the specified configuration options.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| InCUDAProviderOptions | CUDAProviderOptions | The CUDA provider configuration settings. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - CreateModelConfig
Constructs a new ModelConfig object from the given values.
IN
| Name | Type | Description |
|---|---|---|
| InGraphOptimizationLevel | Enum < GraphOptimizationLevel > | Graph optimization level to apply. |
| InLogID | String | Log identifier. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The ModelConfig instance. |
| Error | ErrorState | Gets the execution error message |
ModelConfig - CudaProviderIsAvailable
Check whether the CUDA execution provider is available.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutBool | Bool | True if the CUDA provider is available on this system, otherwise false. |
| Error | ErrorState | Gets the execution error message |
ModelConfig - DisableCpuMemArena
Disable the memory arena on CPU.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - DisableMemPattern
Enable the memory pattern optimization.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - DisablePerSessionThreads
Use global thread pool on a session.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - DisableProfiling
Disable profiling.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - EnableCpuMemArena
Enable the memory arena on CPU.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - EnableMemPattern
Enable the memory pattern optimization. If the input shapes are the same, is possible to trace the internal memory allocations and record a memory pattern for future requests. Then, on subsequent runs, instead of performing many small allocations, is possible to allocate one large contiguous block to cover all internal memory needs.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - EnableProfiling
Enable profiling.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| InProfileFilePrefix | String | Profile filename prefix. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - GetAvailableExecutionProviders
Get the list of available execution providers supported at runtime.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutExecutionProvider | EnumArray < ExecutionProvider > | Array containing the types of available execution providers. |
| Error | ErrorState | Gets the execution error message |
ModelConfig - SetGraphOptimizationLevel
Set the optimization level to be applied to the model graph.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| InGraphOptimizationLevel | Enum < GraphOptimizationLevel > | The optimization level. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - SetInterOpNumThreads
Configures the maximum number of threads to use for parallel execution of graph nodes that can run concurrently.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| InThreads | Int | maximum number of threads. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - SetIntraOpNumThreads
Sets the number of threads used to parallelize the execution within nodes.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| InThreads | Int | Number of threads to use. A value of 0 selects the default thread count. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - SetLogId
Set log ID.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| InLogID | String | Input log ID. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - SetLogSeverityLevel
Sets a new Log Severity Level.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| InLogSeverity | Enum < ONNXLoggingLevel > | Desired ONNXLoggingLevel. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
ModelConfig - SetOptimizedModelFilePath
Set the file path of the optimized model.
IN
| Name | Type | Description |
|---|---|---|
| InModelConfig | OnnxModelConfig | The input ModelConfig |
| InFile | PathFile | Optimized model file path. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutModelConfig | OnnxModelConfig | The modified OnnxModelConfig |
| Error | ErrorState | Gets the execution error message |
CUDAProviderOptions - CreateCUDAProviderOptions
Construct CUDA provider options with the given configuration values.
IN
| Name | Type | Description |
|---|---|---|
| InGpuMemoryLimit | UInt64 | The maximum GPU memory （in bytes） allowed for allocation. |
| InArenaExtendStrategy | Int | Strategy used to extend memory arenas. |
| InDoCopyInDefaultStream | Bool | true to perform memory copy operations on the default CUDA stream, false otherwise. |
| InEnableTunableOp | Bool | true to enable support for tunable operators, false to disable. |
| InEnableTunableOpTuning | Bool | true to enable tuning of tunable operators, false otherwise. |
| InTunableOpMaxTuningDurationMs | Int | Maximum allowed tuning duration for tunable operators （in milliseconds）. |
| Name | String | Set the tool's name |
| Enable | Bool | Sets if current tool is enabled or not |
OUT
| Name | Type | Description |
|---|---|---|
| OutCUDAProviderOptions | CUDAProviderOptions | The CUDAProviderOptions instance. |
| Error | ErrorState | Gets the execution error message |