11 #ifndef COM_AXIS_LAROD_H 12 #define COM_AXIS_LAROD_H 19 #include "larod-version.h" 25 #if defined(LAROD_API_VERSION_1) && defined(LAROD_API_VERSION_2) 26 #error API version ambiguous, specify at most one version \ 27 (#define LAROD_API_VERSION_*) before including larod.h 33 #define LAROD_TENSOR_MAX_LEN 12 38 #define LAROD_INVALID_MODEL_ID UINT64_MAX 43 #define LAROD_INVALID_FD (INT_MIN) 66 #define LAROD_FD_PROP_READWRITE (1UL << 0) 68 #define LAROD_FD_PROP_MAP (1UL << 1) 70 #define LAROD_FD_PROP_DMABUF (1UL << 2) 82 #define LAROD_FD_TYPE_DMA (LAROD_FD_PROP_DMABUF | LAROD_FD_PROP_MAP) 84 #define LAROD_FD_TYPE_DISK (LAROD_FD_PROP_READWRITE | LAROD_FD_PROP_MAP) 104 #if defined(LAROD_API_VERSION_1) || defined(LAROD_API_VERSION_2) || \ 105 defined(LAROD_DOXYGEN) 171 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 460 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 482 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 609 #if defined(LAROD_API_VERSION_1) || defined(LAROD_API_VERSION_2) 624 const char* larodGetChipName(
const larodChip chip);
627 #if defined(LAROD_API_VERSION_1) || defined(LAROD_API_VERSION_2) || \ 628 defined(LAROD_DOXYGEN) 675 #if defined(LAROD_API_VERSION_1) 679 #define larodLoadModel larodLoadModel_API_VERSION_1 680 #elif defined(LAROD_API_VERSION_2) 687 #define larodLoadModel larodLoadModel_API_VERSION_2 715 const char* name,
const larodMap* params,
720 #if defined(LAROD_API_VERSION_1) 721 bool larodLoadModelAsync_API_VERSION_1(
larodConnection* conn,
const int fd,
726 #define larodLoadModelAsync larodLoadModelAsync_API_VERSION_1 727 #elif defined(LAROD_API_VERSION_2) 728 bool larodLoadModelAsync_API_VERSION_2(
larodConnection* conn,
const int fd,
731 const char* name,
const larodMap* params,
734 #define larodLoadModelAsync larodLoadModelAsync_API_VERSION_2 760 const char* name,
const larodMap* params,
870 #if defined(LAROD_API_VERSION_2) || defined(LAROD_DOXYGEN) 1127 const uint32_t fdPropFlags,
1128 size_t* numTensors,
larodMap* params,
1178 const uint32_t fdPropFlags,
1179 size_t* numTensors,
larodMap* params,
1211 #if defined(LAROD_API_VERSION_1) || defined(LAROD_API_VERSION_2) 1212 void larodDestroyTensors_API_VERSION_1(
larodTensor*** tensors,
1214 #define larodDestroyTensors larodDestroyTensors_API_VERSION_1 1338 const larodTensorDataType dataType,
1713 const int64_t value1,
const int64_t value2,
1826 size_t numOutputs,
larodMap* params,
1872 const size_t numTensors,
larodError** error);
1889 const size_t numTensors,
larodError** error);
2017 #ifdef LAROD_DOXYGEN 2049 #ifdef LAROD_DOXYGEN 2082 const char* name,
const larodMap* params,
2086 #ifdef LAROD_DOXYGEN 2116 #ifdef LAROD_DOXYGEN 2147 const char* name,
const larodMap* params,
2152 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 2190 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 2205 #define larodDestroyInferenceRequest larodDestroyJobRequest 2208 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 2230 #define larodSetInferenceRequestModel larodSetJobRequestModel 2233 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 2255 const size_t numTensors,
2257 #define larodSetInferenceRequestInputs larodSetJobRequestInputs 2260 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 2282 const size_t numTensors,
2284 #define larodSetInferenceRequestOutputs larodSetJobRequestOutputs 2287 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 2327 const uint8_t priority,
2329 #define larodSetInferenceRequestPriority larodSetJobRequestPriority 2332 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 2366 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 2412 #if defined(LAROD_API_VERSION_2) || defined(LAROD_DOXYGEN) 2417 #define larodRunJobAsync larodRunJobAsync_API_VERSION_2 2420 #if defined(LAROD_API_VERSION_2) || defined(LAROD_DOXYGEN) 2424 #define larodRunJob larodRunJob_API_VERSION_2 2427 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 2446 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 2465 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 2487 #if defined(LAROD_API_VERSION_1) || defined(LAROD_DOXYGEN) 2506 #if defined(LAROD_DOXYGEN) 2531 #endif // COM_AXIS_LAROD_H const larodTensorDims * larodGetTensorDims(const larodTensor *tensor, larodError **error)
Get dimensions of a tensor.
64-bit unsigned integer.
Definition: larod.h:227
bool larodSetJobRequestInputs(larodJobRequest *jobReq, larodTensor **tensors, const size_t numTensors, larodError **error)
Set input tensor array in a request.
Dummy chip for debugging.
Definition: larod.h:119
Tensor mismatch.
Definition: larod.h:198
Max errno value (dummy value).
Definition: larod.h:204
int larodGetTensorFd(const larodTensor *tensor, larodError **error)
Get file descriptor of a tensor.
size_t larodGetModelNumInputs(const larodModel *model, larodError **error)
Get number of input tensors for a model.
Public access.
Definition: larod.h:152
Error while allocating.
Definition: larod.h:202
const larodDevice * larodGetDevice(const larodConnection *conn, const char *name, const uint32_t instance, larodError **error)
Get an available device.
void larodDestroyMap(larodMap **map)
Destroy a larodMap.
bool larodGetChipType(larodConnection *conn, larodChip *chipType, larodError **error)
Get current chip type in use for the session in larod.
size_t * larodGetModelOutputByteSizes(const larodModel *model, size_t *numOutputs, larodError **error)
Get output tensor byte sizes for a model.
Insufficient permissions.
Definition: larod.h:184
bool larodSetTensorFdSize(larodTensor *tensor, const size_t size, larodError **error)
Set file descriptor maximum capacity (bytes) for a tensor.
64-bit signed integer.
Definition: larod.h:228
16-bit unsigned integer.
Definition: larod.h:223
const char * larodMapGetStr(larodMap *map, const char *key, larodError **error)
Get string type value tied to given key.
size_t larodGetModelSize(const larodModel *model, larodError **error)
Get model size.
larodMap * larodCreateMap(larodError **error)
Create new larodMap.
bool larodSetInferenceRequestModel(larodInferenceRequest *infReq, const larodModel *model, larodError **error)
Set model in an inference request.
size_t len
Length of pitches array.
Definition: larod.h:376
bool larodDeleteModel(larodConnection *conn, larodModel *model, larodError **error)
Delete a loaded model.
larodTensorDataType larodGetTensorDataType(const larodTensor *tensor, larodError **error)
Get data type of a tensor.
larodTensor ** larodCreateModelOutputs(const larodModel *model, size_t *numTensors, larodError **error)
Create output tensors from a model.
bool larodRunInference(larodConnection *conn, const larodInferenceRequest *infReq, larodError **error)
Run inference on a loaded model.
Private access.
Definition: larod.h:151
16-bit floating point.
Definition: larod.h:229
larodTensor ** larodCreateTensors(size_t numTensors, larodError **error)
Create a list of empty larodTensor handles.
Invalid chip.
Definition: larod.h:117
bool larodSetTensorDims(larodTensor *tensor, const larodTensorDims *dims, larodError **error)
Set the dimensions of a tensor.
uint64_t larodGetModelId(const larodModel *model, larodError **error)
Get model ID.
32-bit signed integer.
Definition: larod.h:226
larodErrorCode code
Error code.
Definition: larod.h:299
size_t len
Length of dims array.
Definition: larod.h:322
bool larodSetJobRequestPriority(larodJobRequest *jobReq, const uint8_t priority, larodError **error)
Set an priority of a job request.
Invalid access specifier.
Definition: larod.h:194
8-bit unsigned integer.
Definition: larod.h:221
bool larodSetChip(larodConnection *conn, const larodChip chip, larodError **error)
Set current chip using larodChip in use for the session in larod.
bool larodListChips(larodConnection *conn, larodChip **chips, size_t *numChips, larodError **error)
List available chips.
bool larodMapGetInt(larodMap *map, const char *key, int64_t *value, larodError **error)
Get an integer type value tied to given key.
bool larodSetChipId(larodConnection *conn, const uint64_t chipId, larodError **error)
Set current chip using ID in use for the session in larod.
bool larodMapSetIntArr4(larodMap *map, const char *key, const int64_t value0, const int64_t value1, const int64_t value2, const int64_t value3, larodError **error)
Add an integer array of four elements to a larodMap object.
bool larodDisconnect(larodConnection **conn, larodError **error)
Disconnect from larod.
Version mismatch.
Definition: larod.h:200
16-bit signed integer.
Definition: larod.h:224
void(* larodLoadModelCallback)(larodModel *model, void *userData, larodError *error)
Callback used in larodLoadModelAsync().
Definition: larod.h:406
larodTensorLayout
Enum type for specifying tensor layout.
Definition: larod.h:270
bool larodSetTensorFdOffset(larodTensor *tensor, const int64_t offset, larodError **error)
Set file offset for a tensor.
bool larodLoadModelAsync(larodConnection *conn, const int inFd, const larodDevice *dev, const larodAccess access, const char *name, const larodMap *params, larodLoadModelCallback callback, void *userData, larodError **error)
Load a new model asynchronously.
Axis Compute Engine.
Definition: larod.h:132
General error for loading model.
Definition: larod.h:178
bool larodSetTensorDataType(larodTensor *tensor, const larodTensorDataType dataType, larodError **error)
Set data type of a tensor.
larodTensor ** larodAllocModelOutputs(larodConnection *conn, const larodModel *model, const uint32_t fdPropFlags, size_t *numTensors, larodMap *params, larodError **error)
Create and allocate output tensors from a model.
void(* larodRunInferenceCallback)(void *userData, larodError *error)
Callback used in larodRunInferenceAsync().
Definition: larod.h:479
bool larodGetTensorFdSize(const larodTensor *tensor, size_t *size, larodError **error)
Get file descriptor maximum capacity (bytes) for a tensor.
#define LAROD_TENSOR_MAX_LEN
Maximum number of dimensions of a larodTensor.
Definition: larod.h:33
bool larodMapSetIntArr2(larodMap *map, const char *key, const int64_t value0, const int64_t value1, larodError **error)
Add an integer array of two elements to a larodMap object.
bool larodSetTensorLayout(larodTensor *tensor, const larodTensorLayout layout, larodError **error)
Set layout of a tensor.
Max enum (dummy value).
Definition: larod.h:288
General error for job.
Definition: larod.h:170
Invalid access.
Definition: larod.h:150
const char * larodGetTensorName(const larodTensor *tensor, larodError **error)
Get name of tensor.
Image processing using OpenCL.
Definition: larod.h:139
const int64_t * larodMapGetIntArr4(larodMap *map, const char *key, larodError **error)
Get an integer array of four elements tied to given key.
Invalid chip ID.
Definition: larod.h:192
struct larodDevice larodDevice
A type for representing a device.
Definition: larod.h:102
bool larodSetInferenceRequestPriority(larodInferenceRequest *infReq, const uint8_t priority, larodError **error)
Set an priority of an inference request.
larodTensor ** larodCreateModelInputs(const larodModel *model, size_t *numTensors, larodError **error)
Create input tensors from a model.
larodTensor ** larodAllocModelInputs(larodConnection *conn, const larodModel *model, const uint32_t fdPropFlags, size_t *numTensors, larodMap *params, larodError **error)
Create and allocate input tensors from a model.
larodJobRequest * larodCreateJobRequest(const larodModel *model, larodTensor **inputTensors, size_t numInputs, larodTensor **outputTensors, size_t numOutputs, larodMap *params, larodError **error)
Create and initialize a job request handle.
A type containing information about a tensor's dimensions.
Definition: larod.h:320
Ambarella CVFlow (NN).
Definition: larod.h:125
struct larodModel larodModel
A type representing a model.
Definition: larod.h:388
larodTensorDataType
Enum type for specifying tensor data type.
Definition: larod.h:217
bool larodSetJobRequestParams(larodJobRequest *jobReq, const larodMap *params, larodError **error)
Set additional parameters to a job request.
larodErrorCode
Enum type for error codes.
Definition: larod.h:166
const char * msg
Error message.
Definition: larod.h:300
32-bit floating point.
Definition: larod.h:230
larodTensorLayout larodGetTensorLayout(const larodTensor *tensor, larodError **error)
Get layout of a tensor.
struct larodJobRequest larodInferenceRequest
Type describing a job request.
Definition: larod.h:492
bool larodSetTensorFdProps(larodTensor *tensor, const uint32_t fdPropFlags, larodError **error)
Set the properties for a file descriptor of a tensor.
Type containing error information.
Definition: larod.h:298
larodAccess
Enum type for specifying access.
Definition: larod.h:149
bool larodSetJobRequestOutputs(larodJobRequest *jobReq, larodTensor **tensors, const size_t numTensors, larodError **error)
Set output tensor array in a job request.
larodChip
Enum type with supported chips.
Definition: larod.h:115
void larodDestroyInferenceRequest(larodInferenceRequest **infReq)
Destroy an inference request handle.
bool larodGetTensorFdProps(const larodTensor *tensor, uint32_t *fdPropFlags, larodError **error)
Get the properties of a file descriptor of a tensor.
64-bit floating point.
Definition: larod.h:231
const int64_t * larodMapGetIntArr2(larodMap *map, const char *key, larodError **error)
Get an integer array of two elements tied to given key.
bool larodRunJobAsync(larodConnection *conn, const larodJobRequest *jobReq, larodRunJobCallback callback, void *userData, larodError **error)
Run a job on a loaded model asynchronously.
larodAccess larodGetModelAccess(const larodModel *model, larodError **error)
Get model access mode.
bool larodSetJobRequestModel(larodJobRequest *jobReq, const larodModel *model, larodError **error)
Set model in a request.
bool larodTrackTensor(larodConnection *conn, larodTensor *tensor, larodError **error)
Start tracking a tensor in the service.
bool larodRunInferenceAsync(larodConnection *conn, const larodInferenceRequest *infReq, larodRunInferenceCallback callback, void *userData, larodError **error)
Run inference on a loaded model asynchronously.
struct larodTensor larodTensor
A type representing a tensor.
Definition: larod.h:447
const larodDevice * larodGetModelDevice(const larodModel *model, larodError **error)
Get device for a model.
bool larodGetChipId(larodConnection *conn, uint64_t *chipId, larodError **error)
Get current chip ID in use for the session in larod.
void larodClearError(larodError **error)
Deallocate an error handle.
bool larodMapSetInt(larodMap *map, const char *key, const int64_t value, larodError **error)
Add an integer to a larodMap object.
const char * larodGetDeviceName(const larodDevice *dev, larodError **error)
Get the name of a device.
larodModel * larodGetModel(larodConnection *conn, const uint64_t modelId, larodError **error)
Get handle to a model by model ID.
struct larodMap larodMap
A type containing key-value pairs.
Definition: larod.h:458
No layout is specified.
Definition: larod.h:272
bool larodMapSetStr(larodMap *map, const char *key, const char *value, larodError **error)
Add a string to a larodMap object.
const char * larodGetModelName(const larodModel *model, larodError **error)
Get model name.
Error regarding file descriptors.
Definition: larod.h:180
Invalid layout.
Definition: larod.h:271
32-bit unsigned integer.
Definition: larod.h:225
larodInferenceRequest * larodCreateInferenceRequest(const larodModel *model, larodTensor **inputTensors, size_t numInputs, larodTensor **outputTensors, size_t numOutputs, larodError **error)
Create and initialize an inference request handle.
bool larodDestroyTensors(larodConnection *conn, larodTensor ***tensors, size_t numTensors, larodError **error)
Destroy a list of larodTensor.
void larodDestroyModel(larodModel **model)
Free an allocated larodModel handle.
bool larodSetInferenceRequestInputs(larodInferenceRequest *infReq, larodTensor **tensors, const size_t numTensors, larodError **error)
Set input tensor array in an inference request.
Error while deleting model.
Definition: larod.h:196
Failed killing session.
Definition: larod.h:190
bool larodSetInferenceRequestOutputs(larodInferenceRequest *infReq, larodTensor **tensors, const size_t numTensors, larodError **error)
Set output tensor array in an inference request.
size_t larodGetModelNumOutputs(const larodModel *model, larodError **error)
Get number of output tensors for a model.
void larodDestroyModels(larodModel ***models, size_t numModels)
Destroy a list of model objects.
larodModel * larodLoadModel(larodConnection *conn, const int fd, const larodDevice *dev, const larodAccess access, const char *name, const larodMap *params, larodError **error)
Load a new model.
bool larodConnect(larodConnection **conn, larodError **error)
Connect to larod.
void(* larodRunJobCallback)(void *userData, larodError *error)
Callback used in larodRunJobAsync().
Definition: larod.h:423
bool larodGetTensorByteSize(const larodTensor *tensor, size_t *byteSize, larodError **error)
Get byte size of tensor.
Invalid data type.
Definition: larod.h:218
struct larodConnection larodConnection
Connection handle type for the larod service.
Definition: larod.h:431
Max enum (dummy value).
Definition: larod.h:232
bool larodSetTensorFd(larodTensor *tensor, const int fd, larodError **error)
Set file descriptor of a tensor.
1-bit boolean.
Definition: larod.h:220
bool larodGetDeviceInstance(const larodDevice *dev, uint32_t *instance, larodError **error)
Get the instance number of a device.
int64_t larodGetTensorFdOffset(const larodTensor *tensor, larodError **error)
Get file offset for a tensor.
bool larodGetNumSessions(larodConnection *conn, uint64_t *numSessions, larodError **error)
Get number of currently active sessions in larod.
bool larodSetTensorPitches(larodTensor *tensor, const larodTensorPitches *pitches, larodError **error)
Set pitches of a tensor.
No errors.
Definition: larod.h:168
Model was not found.
Definition: larod.h:182
bool larodRunJob(larodConnection *conn, const larodJobRequest *jobReq, larodError **error)
Run a job on a loaded model.
CPU with TensorFlow Lite.
Definition: larod.h:121
Google TPU.
Definition: larod.h:123
larodModel ** larodGetModels(larodConnection *conn, size_t *numModels, larodError **error)
Get all loaded models.
CPU with libyuv.
Definition: larod.h:134
Could not create session.
Definition: larod.h:188
void larodDestroyJobRequest(larodJobRequest **jobReq)
Destroy a request handle.
size_t * larodGetModelInputByteSizes(const larodModel *model, size_t *numInputs, larodError **error)
Get input tensor byte sizes for a model.
const larodDevice ** larodListDevices(larodConnection *conn, size_t *numDevices, larodError **error)
List available devices.
larodChip larodGetModelChip(const larodModel *model, larodError **error)
Get chip for a model.
8-bit signed integer.
Definition: larod.h:222
Ambarella CVFlow (proc).
Definition: larod.h:130
Invalid connection.
Definition: larod.h:186
A type containing information about a tensor's pitches.
Definition: larod.h:374
No data type is specified.
Definition: larod.h:219
struct larodJobRequest larodJobRequest
Type describing a job request.
Definition: larod.h:438
const larodTensorPitches * larodGetTensorPitches(const larodTensor *tensor, larodError **error)
Get pitches of a tensor.