Public Member Functions
static Int32	ailiaTFLiteGetEnvironmentCount (ref UInt64 env_count)
	Get the number of available calculation environments. More...

static Int32	ailiaTFLiteGetEnvironment (Int32[] env)
	Get a list of calculation environments. More...

static Int32	ailiaTFLiteCreate (ref IntPtr instance, byte[] tflite, UInt64 tflite_length, IntPtr pmalloc, IntPtr pmemcpy, IntPtr pfree, IntPtr phandle, Int32 env_id, Int32 memory_mode, UInt32 flags)
	Create ailia TFLite runtime instances. More...

static void	ailiaTFLiteDestroy (IntPtr instance)
	Discard the instance of ailia TFLite runtime. More...

static Int32	ailiaTFLiteGetCpuFeatures (IntPtr instance, ref Int32 cpu_features)
	Get the CPU instruction to use. More...

static Int32	ailiaTFLiteSetCpuFeatures (IntPtr instance, Int32 cpu_features)
	Set the CPU instruction to use. More...

static Int32	ailiaTFLiteGetDeviceCount (IntPtr instance, ref UInt64 device_count)
	Get the number of available devices. More...

static Int32	ailiaTFLiteGetDeviceName (IntPtr instance, Int32 device_idx, ref IntPtr name)
	Get the name of the specified index device. More...

static Int32	ailiaTFLiteGetDeviceExtraInfo (IntPtr instance, Int32 device_idx, ref IntPtr info)
	Get the detailed information of the specified index device. More...

static Int32	ailiaTFLiteSelectDevices (IntPtr instance, Int32[] device_idxes, UInt64 idx_count)
	Specify the index of the device to use. More...

static Int32	ailiaTFLiteGetSelectedDeviceIndexes (IntPtr instance, Int32[] device_idxes, ref UInt64 idx_count)
	Get the index and number of devices used. More...

static Int32	ailiaTFLiteAllocateTensors (IntPtr instance)
	Ensure the internal buffer of ailia TFLite runtime. More...

static Int32	ailiaTFLiteResizeInputTensor (IntPtr instance, Int32 input_index, Int32[] shape, Int32 dim)
	Change the shape of Tensor of the specified input index. More...

static Int32	ailiaTFLiteGetNumberOfInputs (IntPtr instance, ref Int32 num_of_input_tensor)
	Get the number of TENSOR in the TFLITE model. More...

static Int32	ailiaTFLiteGetInputTensorIndex (IntPtr instance, ref Int32 tensor_index, Int32 input_index)
	Get Tensor's index from index in Tensor. More...

static Int32	ailiaTFLiteGetNumberOfOutputs (IntPtr instance, ref Int32 num_of_output_tensor)
	Get the number of TENSOR of the TFLITE model. More...

static Int32	ailiaTFLiteGetOutputTensorIndex (IntPtr instance, ref Int32 tensor_index, Int32 output_index)
	Obtain Tensor's index from index of output Tensor. More...

static Int32	ailiaTFLiteGetTensorDimension (IntPtr instance, ref Int32 tensor_dim, Int32 tensor_index)
	Get the dimension of index number Tensor. More...

static Int32	ailiaTFLiteGetTensorShape (IntPtr instance, Int32[] shape, Int32 tensor_index)
	Get the shape of the index number Tensor. More...

static Int32	ailiaTFLiteGetTensorShapeSignature (IntPtr instance, Int32[] shape, Int32 tensor_index)
	Get the undecided dimensional form of Tensor of index number. More...

static Int32	ailiaTFLiteGetTensorType (IntPtr instance, ref sbyte tensor_type, Int32 tensor_index)
	Get the Data type of TENSOR in Index. More...

static Int32	ailiaTFLiteGetTensorBuffer (IntPtr instance, ref IntPtr buffer, Int32 tensor_index)
	Obtain a storage buffer in Tensor's data. More...

static Int32	ailiaTFLiteGetTensorName (IntPtr instance, ref IntPtr name, Int32 tensor_index)
	Get the name of the index number Tensor. More...

static Int32	ailiaTFLiteGetTensorQuantizationCount (IntPtr instance, ref Int32 count, Int32 tensor_index)
	Get the number of quantified parameters of index number Tensor. More...

static Int32	ailiaTFLiteGetTensorQuantizationScale (IntPtr instance, float[] scale, Int32 tensor_index)
	Get the scale of the quantified parameter of the index number TENSOR. More...

static Int32	ailiaTFLiteGetTensorQuantizationZeroPoint (IntPtr instance, Int64[] zero_point, Int32 tensor_index)
	Get the zero point of the quantified parameter of the index number TENSOR. More...

static Int32	ailiaTFLiteGetTensorQuantizationQuantizedDimension (IntPtr instance, ref Int32 axis, Int32 tensor_index)
	Get the axis of the integrated TENSOR quantization parameter. More...

static Int32	ailiaTFLitePredict (IntPtr instance)
	Do inference. More...

static Int32	ailiaTFLiteGetNodeCount (IntPtr instance, ref Int32 count)
	Get the number of node. More...

static Int32	ailiaTFLiteGetNodeOperator (IntPtr instance, ref Int32 op, Int32 node_index)
	Get node_index number Operator. More...

static Int32	ailiaTFLiteGetNodeInputCount (IntPtr instance, ref Int32 count, Int32 node_index)
	Node_index gets the number of node input. More...

static Int32	ailiaTFLiteGetNodeInputTensorIndex (IntPtr instance, ref Int32 tensor_index, Int32 node_index, Int32 input_index)
	Node_index Acquires the index of Tensor in the input input of node. More...

static Int32	ailiaTFLiteGetNodeOutputCount (IntPtr instance, ref Int32 count, Int32 node_index)
	Node_index gets the number of node output. More...

static Int32	ailiaTFLiteGetNodeOutputTensorIndex (IntPtr instance, ref Int32 tensor_index, Int32 node_index, Int32 output_index)

static Int32	ailiaTFLiteGetNodeOption (IntPtr instance, IntPtr value, Int32 node_index, string key)

static Int32	ailiaTFLiteGetOperatorName (ref IntPtr name, Int32 op)

static Int32	ailiaTFLiteSetProfileMode (IntPtr instance, Int32 mode)
	Set the profile mode. More...

static Int32	ailiaTFLiteGetSummaryLength (IntPtr instance, ref UInt64 buffer_size)
	Get the size of the buffer required for network Summary. More...

static Int32	ailiaTFLiteGetSummary (IntPtr instance, byte[] buffer, UInt64 buffer_size)
	Displays the name and shape of each node. More...

static Int32	ailiaTFLiteGetErrorDetail (IntPtr instance, ref IntPtr buffer)
	Returns the error details. More...

static Int32	ailiaTFLiteSetScratchBuffer (IntPtr instance, IntPtr int_buffer, UInt64 int_buffer_size, IntPtr mid_buffer, UInt64 mid_buffer_size, IntPtr ext_buffer, UInt64 ext_buffer_size)
	Set a scratch buffer. More...

static Int32	ailiaTFLiteGetScratchBufferUsage (IntPtr instance, ref UInt64 int_buffer_size, ref UInt64 mid_buffer_size, ref UInt64 ext_buffer_size)
	Get the maximum usage of the scratch buffer. More...

static Int32	ailiaTFLiteMklSetNumThreads (Int32 num_threads)
	Set the number of threads used by MKL. More...

static Int32	ailiaTFLiteMklDisableFastMM ()
	Disable the mkl fastmm. More...

static IntPtr	ailiaTFLiteGetVersion ()
	Get the library version. More...

Static Public Attributes
const Int32	AILIA_TFLITE_TENSOR_TYPE_FLOAT32 =( 0)

const Int32	AILIA_TFLITE_TENSOR_TYPE_FLOAT16 =( 1)

const Int32	AILIA_TFLITE_TENSOR_TYPE_INT32 =( 2)

const Int32	AILIA_TFLITE_TENSOR_TYPE_UINT8 =( 3)

const Int32	AILIA_TFLITE_TENSOR_TYPE_INT64 =( 4)

const Int32	AILIA_TFLITE_TENSOR_TYPE_STRING =( 5)

const Int32	AILIA_TFLITE_TENSOR_TYPE_BOOL =( 6)

const Int32	AILIA_TFLITE_TENSOR_TYPE_INT16 =( 7)

const Int32	AILIA_TFLITE_TENSOR_TYPE_COMPLEX64 =( 8)

const Int32	AILIA_TFLITE_TENSOR_TYPE_INT8 =( 9)

const Int32	AILIA_TFLITE_STATUS_SUCCESS =( 0)

const Int32	AILIA_TFLITE_STATUS_INVALID_ARGUMENT =( -1)

const Int32	AILIA_TFLITE_STATUS_OUT_OF_RANGE =( -2)

const Int32	AILIA_TFLITE_STATUS_MEMORY_INSUFFICIENT =( -3)

const Int32	AILIA_TFLITE_STATUS_BROKEN_MODEL =( -4)

const Int32	AILIA_TFLITE_STATUS_INVALID_PARAMETER =( -5)

const Int32	AILIA_TFLITE_STATUS_PARAMETER_NOT_FOUND =( -6)

const Int32	AILIA_TFLITE_STATUS_UNSUPPORTED_OPCODE =( -7)

const Int32	AILIA_TFLITE_STATUS_LICENSE_NOT_FOUND =( -8)

const Int32	AILIA_TFLITE_STATUS_LICENSE_BROKEN =( -9)

const Int32	AILIA_TFLITE_STATUS_LICENSE_EXPIRED =( -10)

const Int32	AILIA_TFLITE_STATUS_INVALID_STATE =( -11)

const Int32	AILIA_TFLITE_STATUS_OTHER_ERROR =(-128)

const Int32	AILIA_TFLITE_ENV_REFERENCE =( 0)

const Int32	AILIA_TFLITE_ENV_NNAPI =( 1)

const Int32	AILIA_TFLITE_ENV_MMALIB =( 2)

const Int32	AILIA_TFLITE_ENV_MMALIB_COMPATIBLE =( 3)

const Int32	AILIA_TFLITE_MEMORY_MODE_DEFAULT =( 0)

const Int32	AILIA_TFLITE_MEMORY_MODE_REDUCE_INTERSTAGE =( 1)

const Int32	AILIA_TFLITE_PROFILE_MODE_DISABLE =( 0)

const Int32	AILIA_TFLITE_PROFILE_MODE_ENABLE =( 1)

const Int32	AILIA_TFLITE_PROFILE_MODE_TRACE =( 2)

const Int32	AILIA_TFLITE_PROFILE_MODE_MEMORY =( 4)

const UInt32	AILIA_TFLITE_FLAG_NONE =( 0)

const UInt32	AILIA_TFLITE_FLAG_INPUT_AND_OUTPUT_TENSORS_USE_SCRATCH =( 1)

const UInt32	AILIA_TFLITE_CPU_FEATURES_NONE =(0x00000000)

const UInt32	AILIA_TFLITE_CPU_FEATURES_NEON =(0x00000001)

const UInt32	AILIA_TFLITE_CPU_FEATURES_SSE2 =(0x00000002)

const UInt32	AILIA_TFLITE_CPU_FEATURES_SSE4_2 =(0x00000004)

const UInt32	AILIA_TFLITE_CPU_FEATURES_AVX =(0x00000008)

const UInt32	AILIA_TFLITE_CPU_FEATURES_AVX2 =(0x00000010)

const UInt32	AILIA_TFLITE_CPU_FEATURES_VNNI =(0x00000020)

const String	LIBRARY_NAME ="ailia_tflite"

Member Function Documentation

◆ ailiaTFLiteAllocateTensors()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteAllocateTensors ( IntPtr instance )

Ensure the internal buffer of ailia TFLite runtime.

Parameters

instance ailia TFLite runtime instance pointer

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

Update the internal shape and secure the buffer required for inference.

◆ ailiaTFLiteCreate()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteCreate	(	ref IntPtr	instance,
		byte[]	tflite,
		UInt64	tflite_length,
		IntPtr	pmalloc,
		IntPtr	pmemcpy,
		IntPtr	pfree,
		IntPtr	phandle,
		Int32	env_id,
		Int32	memory_mode,
		UInt32	flags
	)

Create ailia TFLite runtime instances.

Parameters

instance	ailia TFLite runtime Pointter to instance pointer
tflite	Pointter to TFLITE model
tflite_length	TFLITE length (byte unit)
pmalloc	MALLOC function pointer (use malloc in the case of null)
pmemcpy	MEMCPY function pointer (use Memcpy for null)
pfree	FREE function pointer (use free in the case of null)
phandle	Handle passed to Memoria Locator (NULL when using standard allocator)
env_id	Progress execution environment used for calculation (AILIA_TFLITE_ENV_NAPI_*)
memory_mode	Memory mode (AILIA_TFLITE_MEMORY_MODE_*)
flags	Flag (logical sum of AILIA_TFLITE_FLAG_*)

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

Open the TFLITE model and create ailia TFLite runtime instances. We will also secure the necessary internal buffers. If the instance fails, you need to call AILIATFLITEDESTROY if you store anything other than NULL in Instance.

◆ ailiaTFLiteDestroy()

static void ailiaTFLite.AiliaTFLite.ailiaTFLiteDestroy ( IntPtr instance )

Discard the instance of ailia TFLite runtime.

Parameters

instance ailia TFLite runtime instance pointer

◆ ailiaTFLiteGetCpuFeatures()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetCpuFeatures	(	IntPtr	instance,
		ref Int32	cpu_features
	)

Get the CPU instruction to use.

Parameters

instance	ailia TFLite runtime instance pointer
cpu_features	AILIA_TFLITE_CPU_FEATURES_XXX logical sum

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

Get the CPU instruction to use. By default, it returns the CPU instruction obtained from the CPU information. After calling ailiaTFLiteSetCpuFeatures, return the set CPU instruction.

◆ ailiaTFLiteGetDeviceCount()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetDeviceCount	(	IntPtr	instance,
		ref UInt64	device_count
	)

Get the number of available devices.

Parameters

instance	ailia TFLite runtime instance pointer
device_count	Device storage destination

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

Get the number of available devices.

◆ ailiaTFLiteGetDeviceExtraInfo()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetDeviceExtraInfo	(	IntPtr	instance,
		Int32	device_idx,
		ref IntPtr	info
	)

Get the detailed information of the specified index device.

Parameters

instance	ailia TFLite runtime instance pointer
device_idx	Index number in the number acquired by AILIATFLITEGETDEVICECOUNT ()
info	Detailed information of the device information string storage destination

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

Get the detailed information of the specified index device.

◆ ailiaTFLiteGetDeviceName()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetDeviceName	(	IntPtr	instance,
		Int32	device_idx,
		ref IntPtr	name
	)

Get the name of the specified index device.

Parameters

instance	ailia TFLite runtime instance pointer
device_idx	Index number in the number acquired by AILIATFLITEGETDEVICECOUNT ()
name	Device storage destination with the name of the device

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

Get the name of the specified index device.

◆ ailiaTFLiteGetEnvironment()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetEnvironment ( Int32[] env )

Get a list of calculation environments.

Parameters

env	Arrangement of storage destination of calculation environmental information

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

Give the size of the ailiaTFLiteGetEnvironmentCount() to input to the input.

◆ ailiaTFLiteGetEnvironmentCount()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetEnvironmentCount ( ref UInt64 env_count )

Get the number of available calculation environments.

Parameters

env_count Pointter to the number of calculation environment information

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteGetErrorDetail()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetErrorDetail	(	IntPtr	instance,
		ref IntPtr	buffer
	)

Returns the error details.

Parameters

instance	ailia TFLite runtime instance pointer
buffer	Error detailed pointer to string

The string does not need to be released. The validity period of the string is to call the AILIA API.

◆ ailiaTFLiteGetInputTensorIndex()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetInputTensorIndex	(	IntPtr	instance,
		ref Int32	tensor_index,
		Int32	input_index
	)

Get Tensor's index from index in Tensor.

Parameters

instance	ailia TFLite runtime instance pointer
tensor_index	Pointer to the destination of Tensor's index
input_index	INDEX of input Tensor (0 ~ Number of input Tensor-1)

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If INPUT_INDEX is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

Convert from index in Tensor to index of Tensor. The upper limit of INDEX is ailiaTFLiteGetNumberOfInputs() -1.

◆ ailiaTFLiteGetNodeCount()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetNodeCount	(	IntPtr	instance,
		ref Int32	count
	)

Get the number of node.

Parameters

instance	ailia TFLite runtime instance pointer
count	Pointter to the number of node stored

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteGetNodeInputCount()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetNodeInputCount	(	IntPtr	instance,
		ref Int32	count,
		Int32	node_index
	)

Node_index gets the number of node input.

Parameters

instance	ailia TFLite runtime instance pointer
count	Pointter to the storage destination of the number of input
node_index	Node index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If node_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteGetNodeInputTensorIndex()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetNodeInputTensorIndex	(	IntPtr	instance,
		ref Int32	tensor_index,
		Int32	node_index,
		Int32	input_index
	)

Node_index Acquires the index of Tensor in the input input of node.

Parameters

instance	ailia TFLite runtime instance pointer
tensor_index	Pointer to the destination of Tensor's index
node_index	Node index
input_index	INDEX for input

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If node_index and input_index are out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteGetNodeOperator()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetNodeOperator	(	IntPtr	instance,
		ref Int32	op,
		Int32	node_index
	)

Get node_index number Operator.

Parameters

instance	ailia TFLite runtime instance pointer
op	Pointter to the destination of Operator
node_index	Node index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If node_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

The ENUM value of Operator is the same as the internal value of the TFLite file. For more information, see TensorFlow/Lite/Schema/Schema.fbs files in TensorFlow source tree.

◆ ailiaTFLiteGetNodeOption()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetNodeOption	(	IntPtr	instance,
		IntPtr	value,
		Int32	node_index,
		string	key
	)

◆ ailiaTFLiteGetNodeOutputCount()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetNodeOutputCount	(	IntPtr	instance,
		ref Int32	count,
		Int32	node_index
	)

Node_index gets the number of node output.

Parameters

instance	ailia TFLite runtime instance pointer
count	Pointter to the storage destination of the number of output
node_index	Node index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If node_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteGetNodeOutputTensorIndex()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetNodeOutputTensorIndex	(	IntPtr	instance,
		ref Int32	tensor_index,
		Int32	node_index,
		Int32	output_index
	)

◆ ailiaTFLiteGetNumberOfInputs()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetNumberOfInputs	(	IntPtr	instance,
		ref Int32	num_of_input_tensor
	)

Get the number of TENSOR in the TFLITE model.

Parameters

instance	ailia TFLite runtime instance pointer
num_of_input_tensor	Pointter to the number of model input TENSOR

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteGetNumberOfOutputs()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetNumberOfOutputs	(	IntPtr	instance,
		ref Int32	num_of_output_tensor
	)

Get the number of TENSOR of the TFLITE model.

Parameters

instance	ailia TFLite runtime instance pointer
num_of_output_tensor	Pointter to the number of model output TENSOR

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteGetOperatorName()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetOperatorName	(	ref IntPtr	name,
		Int32	op
	)

◆ ailiaTFLiteGetOutputTensorIndex()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetOutputTensorIndex	(	IntPtr	instance,
		ref Int32	tensor_index,
		Int32	output_index
	)

Obtain Tensor's index from index of output Tensor.

Parameters

instance	ailia TFLite runtime instance pointer
tensor_index	Pointer to the destination of Tensor's index
output_index	Output TENSOR index (0 ~ Number of output Tensor-1)

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If output_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

Convert from Index in Tensor to Tensor Index. The upper limit of INDEX is ailiaTFLiteGetNumberOfOutputs () -1.

◆ ailiaTFLiteGetScratchBufferUsage()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetScratchBufferUsage	(	IntPtr	instance,
		ref UInt64	int_buffer_size,
		ref UInt64	mid_buffer_size,
		ref UInt64	ext_buffer_size
	)

Get the maximum usage of the scratch buffer.

Parameters

instance	ailia TFLite runtime instance pointer
int_buffer_size	Size of scratch buffer (L2)
mid_buffer_size	Size of scratch buffer (MSMC)
ext_buffer_size	Size of scratch buffer (DDR)

You can get the size of the necessary scratch buffer by inferring in the first large scratch buffer size. Since the value considering the alignment performed inside is returned, the acquired value can be used directly without considering the alignment.

◆ ailiaTFLiteGetSelectedDeviceIndexes()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetSelectedDeviceIndexes	(	IntPtr	instance,
		Int32[]	device_idxes,
		ref UInt64	idx_count
	)

Get the index and number of devices used.

Parameters

instance	ailia TFLite runtime instance pointer
device_idxes	A array that store indexes.Prepare an array with the maximum number of obtained in AILIATFLITEGETDEVICECOUNT ().
idx_count	Destination of the number of arrays

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

Get the index and number of devices used.

◆ ailiaTFLiteGetSummary()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetSummary	(	IntPtr	instance,
		byte[]	buffer,
		UInt64	buffer_size
	)

Displays the name and shape of each node.

Parameters

instance	ailia TFLite runtime instance pointer
buffer	SUMMARY output string pointer
buffer_size	The size of the output buffer (including the terminal NULL character).Set the value obtained by AILIATFLITITEGETSUMMARYLENGTH ().

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteGetSummaryLength()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetSummaryLength	(	IntPtr	instance,
		ref UInt64	buffer_size
	)

Get the size of the buffer required for network Summary.

Parameters

instance	ailia TFLite runtime instance pointer
buffer_size	Pointter to the storage destination of the size of the buffer (including the terminal NULL character)

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteGetTensorBuffer()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetTensorBuffer	(	IntPtr	instance,
		ref IntPtr	buffer,
		Int32	tensor_index
	)

Obtain a storage buffer in Tensor's data.

Parameters

instance	ailia TFLite runtime instance pointer
buffer	Pointter to the destination of the pointer to the data storage buffer
tensor_index	Tensor's index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If Tensor_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

The life of the storage buffer that can be obtained with Buffer is valid until either ailiaTFLiteAllocateTensors/ailiaTFLiteResizeInputTensor/ailiaTFLiteDestroy is called. The value of the storage buffer is changed when ailiaTFLitePredict is called. There is no need to open the storage buffer at the caller.

◆ ailiaTFLiteGetTensorDimension()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetTensorDimension	(	IntPtr	instance,
		ref Int32	tensor_dim,
		Int32	tensor_index
	)

Get the dimension of index number Tensor.

Parameters

instance	ailia TFLite runtime instance pointer
tensor_dim	Pointter to the specified Tensor's dimension
tensor_index	Tensor's index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If Tensor_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteGetTensorName()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetTensorName	(	IntPtr	instance,
		ref IntPtr	name,
		Int32	tensor_index
	)

Get the name of the index number Tensor.

Parameters

instance	ailia TFLite runtime instance pointer
name	Pointter to the destination of the character string pointer named Tensor
tensor_index	Tensor's index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If Tensor_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

The life of the string pointer that can be obtained in name is effective until calling ailiaTFLiteDestroy. There is no need to open the string pointer at the caller.

◆ ailiaTFLiteGetTensorQuantizationCount()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetTensorQuantizationCount	(	IntPtr	instance,
		ref Int32	count,
		Int32	tensor_index
	)

Get the number of quantified parameters of index number Tensor.

Parameters

instance	ailia TFLite runtime instance pointer
count	Pointter to the number of quantified parameters
tensor_index	Tensor's index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If Tensor_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

Get the number of quantified parameters associated with the specified Tensor. If there is no quantization parameter in the specified Tensor, 0 is stored.

◆ ailiaTFLiteGetTensorQuantizationQuantizedDimension()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetTensorQuantizationQuantizedDimension	(	IntPtr	instance,
		ref Int32	axis,
		Int32	tensor_index
	)

Get the axis of the integrated TENSOR quantization parameter.

Parameters

instance	ailia TFLite runtime instance pointer
axis	Pointter to the destination of the axis of the quantized parameter
tensor_index	Tensor's index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If Tensor_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. If the quantized parameter does not exist in the specified Tensor, AILIA_TFLITE_STATUS_PARAMETER_NOT_FOUND is returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteGetTensorQuantizationScale()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetTensorQuantizationScale	(	IntPtr	instance,
		float[]	scale,
		Int32	tensor_index
	)

Get the scale of the quantified parameter of the index number TENSOR.

Parameters

instance	ailia TFLite runtime instance pointer
scale	Pointter to the storage destination of the quantized parameter
tensor_index	Tensor's index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If Tensor_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. If the quantized parameter does not exist in the specified Tensor, AILIA_TFLITE_STATUS_PARAMETER_NOT_FOUND is returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

Tensor is quantized and stored in the following formula. Quantization value = zero_point * round(input/scale) Acquired by scale: ailiaTFLiteGetTensorQuantizationScale Acquired by zero_point: ailiaTFliteGetTensorQuantizationZeroPoint scale should secure more than the number of elements obtained in ailiaTFLiteGetTensorQuantizationCount.

◆ ailiaTFLiteGetTensorQuantizationZeroPoint()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetTensorQuantizationZeroPoint	(	IntPtr	instance,
		Int64[]	zero_point,
		Int32	tensor_index
	)

Get the zero point of the quantified parameter of the index number TENSOR.

Parameters

instance	ailia TFLite runtime instance pointer
zero_point	Pointter to the destination of zero points of quantization parameters
tensor_index	Tensor's index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If Tensor_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. If the quantized parameter does not exist in the specified Tensor, AILIA_TFLITE_STATUS_PARAMETER_NOT_FOUND is returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

See ailiaTFLiteGetTensorQuantizationScale for description of quantification. For zero_point, secure a buffer that is more than the number of elements acquired in ailiaTFLiteGetTensorQuantizationCountで.

◆ ailiaTFLiteGetTensorShape()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetTensorShape	(	IntPtr	instance,
		Int32[]	shape,
		Int32	tensor_index
	)

Get the shape of the index number Tensor.

Parameters

instance	ailia TFLite runtime instance pointer
shape	Tensor shape storage destination
tensor_index	Tensor's index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If Tensor_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

Store the shape of the specified Tensor in Shape. Shape should secure a buffer that is more than the dimensions acquired by ailiaTFLiteGetTensorDimension.

◆ ailiaTFLiteGetTensorShapeSignature()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetTensorShapeSignature	(	IntPtr	instance,
		Int32[]	shape,
		Int32	tensor_index
	)

Get the undecided dimensional form of Tensor of index number.

Parameters

instance	ailia TFLite runtime instance pointer
shape	Tensor shape storage destination
tensor_index	Tensor's index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If Tensor_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

Store the undecided dimensional information of the specified Tensor in Shape. -1 is stored for dimensions with undecided shape. If the specified Tensor does not contain an undecided dimension, it will be the same result as ailiaTFLiteGetTensorShape. Shape should secure a buffer that is more than the dimensions acquired by ailiaTFLiteGetTensorDimension.

◆ ailiaTFLiteGetTensorType()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteGetTensorType	(	IntPtr	instance,
		ref sbyte	tensor_type,
		Int32	tensor_index
	)

Get the Data type of TENSOR in Index.

Parameters

instance	ailia TFLite runtime instance pointer
tensor_type	Specified TENSOR data type storage destination
tensor_index	Tensor's index

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If Tensor_index is out of range, AILIA_TFLITE_STATUS_OUT_OF_RANGE will be returned. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteGetVersion()

static IntPtr ailiaTFLite.AiliaTFLite.ailiaTFLiteGetVersion ( )

Get the library version.

Returns: Version number (can be converted to string with Marshal.PtrToStringAnsi)

The return value does not need to be released.

◆ ailiaTFLiteMklDisableFastMM()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteMklDisableFastMM ( )

Disable the mkl fastmm.

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

mkl_disable_fast_mm is called to disable FastMM.It affects all instances. Mkl increases the memory monotonously until mkl_Free_buffers is called to secure memory for each thread. This work memory is kept until mkl_Free_buffers is called in ailiaTFLiteDestroy. By disabling the fastmm, you can specify not to secure memory for each thread. In an environment that does not use Mkl (MacOS, etc.), return AILIA_TFLITE_STATUS_INVALID_STATE.

◆ ailiaTFLiteMklSetNumThreads()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteMklSetNumThreads ( Int32 num_threads )

Set the number of threads used by MKL.

Parameters

num_threads Number of threads (1 or more)

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

Change the MKL thread number by calling mkl_set_num_threads.It affects all instances. By default, it will be automatically set. In an environment that does not use Mkl (MacOS, etc.), return AILIA_TFLITE_STATUS_INVALID_STATE.

◆ ailiaTFLitePredict()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLitePredict ( IntPtr instance )

Do inference.

Parameters

instance ailia TFLite runtime instance pointer

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

◆ ailiaTFLiteResizeInputTensor()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteResizeInputTensor	(	IntPtr	instance,
		Int32	input_index,
		Int32[]	shape,
		Int32	dim
	)

Change the shape of Tensor of the specified input index.

Parameters

instance	ailia TFLite runtime instance pointer
input_index	0 ~ Input Tensor number-1
shape	New shape
dim	dimension

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If the specified Tensor does not contain an undecided dimension, return AILIA_TFLITE_STATUS_FIXED_TENSOR. If you fail, return AILIA_TFLITE_STATUS_XXX.

Change the shape of the input Tensor. Calling this function to open the secured internal buffer You need to call ailiaTFLiteAllocateTensors. Also, since the shape of the intermediate Tensor may change depending on the input shape. After calling this function, the results of the acquisition API may be fraudulent until the ailiaTFLiteAllocateTensors is called. The upper limit of INDEX is ailiaTFLiteGetNumberOfInputs() -1. If the specified Tensor does not contain an undecided dimension (if the Shape obtained in the ailiaTFLiteGetTensorShapeSignature does not include -1) will be an error.

◆ ailiaTFLiteSelectDevices()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteSelectDevices	(	IntPtr	instance,
		Int32[]	device_idxes,
		UInt64	idx_count
	)

Specify the index of the device to use.

Parameters

instance	ailia TFLite runtime instance pointer
device_idxes	Arrangement with index number
idx_count	Number of arrays

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

Specify the index of the device to use. Multiple specification can be specified. There are operators that are not implemented in NNAPI. Therefore, it is necessary to offload non compatible operators to CPU by specifying both DSP and CPU.

◆ ailiaTFLiteSetCpuFeatures()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteSetCpuFeatures	(	IntPtr	instance,
		Int32	cpu_features
	)

Set the CPU instruction to use.

Parameters

instance	ailia TFLite runtime instance pointer
cpu_features	AILIA_TFLITE_CPU_FEATURES_XXX logical sum

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. If you fail, return AILIA_TFLITE_STATUS_XXX.

Set the CPU instruction to use. If an unusable CPU instruction is set, return AILIA_TFLITE_STATUS_OUT_OF_RANGE.

◆ ailiaTFLiteSetProfileMode()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteSetProfileMode	(	IntPtr	instance,
		Int32	mode
	)

Set the profile mode.

Parameters

instance	ailia TFLite runtime instance pointer
mode	Profile mode (AILIA_TFLITE_PROFILE_MODE_*)

Returns: If you succeed, return AILIA_TFLITE_STATUS_SUCCESS. In the case of other errors, return AILIA_TFLITE_STATUS_XXX.

Specify the profile mode.The default is invalid. When the profile mode is enabled, the profile result is added to the output of ailiaTFLiteGetSummary. It must be executed immediately after ailiaTFLiteCreate. If you call after ailiaTFLiteAllocateTensors, AILIA_TFLITE_STATUS_INVALID_STATE will be returned.

◆ ailiaTFLiteSetScratchBuffer()

static Int32 ailiaTFLite.AiliaTFLite.ailiaTFLiteSetScratchBuffer	(	IntPtr	instance,
		IntPtr	int_buffer,
		UInt64	int_buffer_size,
		IntPtr	mid_buffer,
		UInt64	mid_buffer_size,
		IntPtr	ext_buffer,
		UInt64	ext_buffer_size
	)

Set a scratch buffer.

Parameters

instance	ailia TFLite runtime instance pointer
int_buffer	Pointer to scratch buffer (L2)
int_buffer_size	Size of scratch buffer (L2) (64 byte or above)
mid_buffer	Pointer to scratch buffer (MSMC)
mid_buffer_size	Size of scratch buffer (MSMC)
ext_buffer	Pointer to scratch buffer (DDR)
ext_buffer_size	Size of scratch buffer (DDR)

Set the scratch buffer used for mmalib.It is valid only when env_mmalib is specified. The alignment of the buffer is performed internally, so there is no need to consider alignment. If you specify 0 for a buffer size other than L2, you can disable the specified buffer. If you specify * env_mmalib, execute ailiaTFLiteAllocateTensors without calling this function, return AILIA_TFLITE_STATUS_INVALID_STATE. The scratch buffer can be changed each time ailiaTFLitePredict is called. However, the size of the scratch buffer must be the same as the value used in ailiaTFLiteAllocateTensors. Because it is used as a work area of non -permanent data, it is possible to give the same buffer to multiple instances for single threads.

Member Data Documentation

◆ AILIA_TFLITE_CPU_FEATURES_AVX

const UInt32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_CPU_FEATURES_AVX =(0x00000008)

static

◆ AILIA_TFLITE_CPU_FEATURES_AVX2

const UInt32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_CPU_FEATURES_AVX2 =(0x00000010)

static

◆ AILIA_TFLITE_CPU_FEATURES_NEON

const UInt32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_CPU_FEATURES_NEON =(0x00000001)

static

◆ AILIA_TFLITE_CPU_FEATURES_NONE

const UInt32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_CPU_FEATURES_NONE =(0x00000000)

static

◆ AILIA_TFLITE_CPU_FEATURES_SSE2

const UInt32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_CPU_FEATURES_SSE2 =(0x00000002)

static

◆ AILIA_TFLITE_CPU_FEATURES_SSE4_2

const UInt32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_CPU_FEATURES_SSE4_2 =(0x00000004)

static

◆ AILIA_TFLITE_CPU_FEATURES_VNNI

const UInt32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_CPU_FEATURES_VNNI =(0x00000020)

static

◆ AILIA_TFLITE_ENV_MMALIB

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_ENV_MMALIB =( 2)

static

◆ AILIA_TFLITE_ENV_MMALIB_COMPATIBLE

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_ENV_MMALIB_COMPATIBLE =( 3)

static

◆ AILIA_TFLITE_ENV_NNAPI

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_ENV_NNAPI =( 1)

static

◆ AILIA_TFLITE_ENV_REFERENCE

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_ENV_REFERENCE =( 0)

static

◆ AILIA_TFLITE_FLAG_INPUT_AND_OUTPUT_TENSORS_USE_SCRATCH

const UInt32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_FLAG_INPUT_AND_OUTPUT_TENSORS_USE_SCRATCH =( 1)

static

◆ AILIA_TFLITE_FLAG_NONE

const UInt32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_FLAG_NONE =( 0)

static

◆ AILIA_TFLITE_MEMORY_MODE_DEFAULT

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_MEMORY_MODE_DEFAULT =( 0)

static

◆ AILIA_TFLITE_MEMORY_MODE_REDUCE_INTERSTAGE

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_MEMORY_MODE_REDUCE_INTERSTAGE =( 1)

static

◆ AILIA_TFLITE_PROFILE_MODE_DISABLE

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_PROFILE_MODE_DISABLE =( 0)

static

◆ AILIA_TFLITE_PROFILE_MODE_ENABLE

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_PROFILE_MODE_ENABLE =( 1)

static

◆ AILIA_TFLITE_PROFILE_MODE_MEMORY

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_PROFILE_MODE_MEMORY =( 4)

static

◆ AILIA_TFLITE_PROFILE_MODE_TRACE

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_PROFILE_MODE_TRACE =( 2)

static

◆ AILIA_TFLITE_STATUS_BROKEN_MODEL

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_BROKEN_MODEL =( -4)

static

◆ AILIA_TFLITE_STATUS_INVALID_ARGUMENT

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_INVALID_ARGUMENT =( -1)

static

◆ AILIA_TFLITE_STATUS_INVALID_PARAMETER

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_INVALID_PARAMETER =( -5)

static

◆ AILIA_TFLITE_STATUS_INVALID_STATE

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_INVALID_STATE =( -11)

static

◆ AILIA_TFLITE_STATUS_LICENSE_BROKEN

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_LICENSE_BROKEN =( -9)

static

◆ AILIA_TFLITE_STATUS_LICENSE_EXPIRED

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_LICENSE_EXPIRED =( -10)

static

◆ AILIA_TFLITE_STATUS_LICENSE_NOT_FOUND

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_LICENSE_NOT_FOUND =( -8)

static

◆ AILIA_TFLITE_STATUS_MEMORY_INSUFFICIENT

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_MEMORY_INSUFFICIENT =( -3)

static

◆ AILIA_TFLITE_STATUS_OTHER_ERROR

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_OTHER_ERROR =(-128)

static

◆ AILIA_TFLITE_STATUS_OUT_OF_RANGE

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_OUT_OF_RANGE =( -2)

static

◆ AILIA_TFLITE_STATUS_PARAMETER_NOT_FOUND

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_PARAMETER_NOT_FOUND =( -6)

static

◆ AILIA_TFLITE_STATUS_SUCCESS

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_SUCCESS =( 0)

static

◆ AILIA_TFLITE_STATUS_UNSUPPORTED_OPCODE

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_STATUS_UNSUPPORTED_OPCODE =( -7)

static

◆ AILIA_TFLITE_TENSOR_TYPE_BOOL

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_TENSOR_TYPE_BOOL =( 6)

static

◆ AILIA_TFLITE_TENSOR_TYPE_COMPLEX64

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_TENSOR_TYPE_COMPLEX64 =( 8)

static

◆ AILIA_TFLITE_TENSOR_TYPE_FLOAT16

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_TENSOR_TYPE_FLOAT16 =( 1)

static

◆ AILIA_TFLITE_TENSOR_TYPE_FLOAT32

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_TENSOR_TYPE_FLOAT32 =( 0)

static

◆ AILIA_TFLITE_TENSOR_TYPE_INT16

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_TENSOR_TYPE_INT16 =( 7)

static

◆ AILIA_TFLITE_TENSOR_TYPE_INT32

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_TENSOR_TYPE_INT32 =( 2)

static

◆ AILIA_TFLITE_TENSOR_TYPE_INT64

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_TENSOR_TYPE_INT64 =( 4)

static

◆ AILIA_TFLITE_TENSOR_TYPE_INT8

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_TENSOR_TYPE_INT8 =( 9)

static

◆ AILIA_TFLITE_TENSOR_TYPE_STRING

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_TENSOR_TYPE_STRING =( 5)

static

◆ AILIA_TFLITE_TENSOR_TYPE_UINT8

const Int32 ailiaTFLite.AiliaTFLite.AILIA_TFLITE_TENSOR_TYPE_UINT8 =( 3)

static

◆ LIBRARY_NAME

const String ailiaTFLite.AiliaTFLite.LIBRARY_NAME ="ailia_tflite"

static

The documentation for this class was generated from the following file:

AiliaTFLite.cs

Public Member Functions

Static Public Attributes

Member Function Documentation

◆ ailiaTFLiteAllocateTensors()

◆ ailiaTFLiteCreate()

◆ ailiaTFLiteDestroy()

◆ ailiaTFLiteGetCpuFeatures()

◆ ailiaTFLiteGetDeviceCount()

◆ ailiaTFLiteGetDeviceExtraInfo()

◆ ailiaTFLiteGetDeviceName()

◆ ailiaTFLiteGetEnvironment()

◆ ailiaTFLiteGetEnvironmentCount()

◆ ailiaTFLiteGetErrorDetail()

◆ ailiaTFLiteGetInputTensorIndex()

◆ ailiaTFLiteGetNodeCount()

◆ ailiaTFLiteGetNodeInputCount()

◆ ailiaTFLiteGetNodeInputTensorIndex()

◆ ailiaTFLiteGetNodeOperator()

◆ ailiaTFLiteGetNodeOption()

◆ ailiaTFLiteGetNodeOutputCount()

◆ ailiaTFLiteGetNodeOutputTensorIndex()

◆ ailiaTFLiteGetNumberOfInputs()

◆ ailiaTFLiteGetNumberOfOutputs()

◆ ailiaTFLiteGetOperatorName()

◆ ailiaTFLiteGetOutputTensorIndex()

◆ ailiaTFLiteGetScratchBufferUsage()

◆ ailiaTFLiteGetSelectedDeviceIndexes()

◆ ailiaTFLiteGetSummary()

◆ ailiaTFLiteGetSummaryLength()

◆ ailiaTFLiteGetTensorBuffer()

◆ ailiaTFLiteGetTensorDimension()

◆ ailiaTFLiteGetTensorName()

◆ ailiaTFLiteGetTensorQuantizationCount()

◆ ailiaTFLiteGetTensorQuantizationQuantizedDimension()

◆ ailiaTFLiteGetTensorQuantizationScale()

◆ ailiaTFLiteGetTensorQuantizationZeroPoint()

◆ ailiaTFLiteGetTensorShape()

◆ ailiaTFLiteGetTensorShapeSignature()

◆ ailiaTFLiteGetTensorType()

◆ ailiaTFLiteGetVersion()

◆ ailiaTFLiteMklDisableFastMM()

◆ ailiaTFLiteMklSetNumThreads()

◆ ailiaTFLitePredict()

◆ ailiaTFLiteResizeInputTensor()

◆ ailiaTFLiteSelectDevices()

◆ ailiaTFLiteSetCpuFeatures()

◆ ailiaTFLiteSetProfileMode()

◆ ailiaTFLiteSetScratchBuffer()

Member Data Documentation

◆ AILIA_TFLITE_CPU_FEATURES_AVX

◆ AILIA_TFLITE_CPU_FEATURES_AVX2

◆ AILIA_TFLITE_CPU_FEATURES_NEON

◆ AILIA_TFLITE_CPU_FEATURES_NONE

◆ AILIA_TFLITE_CPU_FEATURES_SSE2

◆ AILIA_TFLITE_CPU_FEATURES_SSE4_2

◆ AILIA_TFLITE_CPU_FEATURES_VNNI

◆ AILIA_TFLITE_ENV_MMALIB

◆ AILIA_TFLITE_ENV_MMALIB_COMPATIBLE

◆ AILIA_TFLITE_ENV_NNAPI

◆ AILIA_TFLITE_ENV_REFERENCE

◆ AILIA_TFLITE_FLAG_INPUT_AND_OUTPUT_TENSORS_USE_SCRATCH

◆ AILIA_TFLITE_FLAG_NONE

◆ AILIA_TFLITE_MEMORY_MODE_DEFAULT

◆ AILIA_TFLITE_MEMORY_MODE_REDUCE_INTERSTAGE

◆ AILIA_TFLITE_PROFILE_MODE_DISABLE

◆ AILIA_TFLITE_PROFILE_MODE_ENABLE

◆ AILIA_TFLITE_PROFILE_MODE_MEMORY

◆ AILIA_TFLITE_PROFILE_MODE_TRACE

◆ AILIA_TFLITE_STATUS_BROKEN_MODEL

◆ AILIA_TFLITE_STATUS_INVALID_ARGUMENT

◆ AILIA_TFLITE_STATUS_INVALID_PARAMETER

◆ AILIA_TFLITE_STATUS_INVALID_STATE

◆ AILIA_TFLITE_STATUS_LICENSE_BROKEN

◆ AILIA_TFLITE_STATUS_LICENSE_EXPIRED

◆ AILIA_TFLITE_STATUS_LICENSE_NOT_FOUND

◆ AILIA_TFLITE_STATUS_MEMORY_INSUFFICIENT

◆ AILIA_TFLITE_STATUS_OTHER_ERROR

◆ AILIA_TFLITE_STATUS_OUT_OF_RANGE

◆ AILIA_TFLITE_STATUS_PARAMETER_NOT_FOUND

◆ AILIA_TFLITE_STATUS_SUCCESS