# Runtime The following document describes Qualcomm AIC 100 User space Linux Runtime classes design and implementation. ## QPC Elements ### QPC Class `Qpc` is a main QPC API class type that provides functionality to allocate a QPC from a filename or buffer, and also provides API to query information related to the loaded `Qpc`. Class `Qpc` provides two Factory functions to create a `std::shared_ptr<>` of `Qpc`. 1. Creating from buffer and size. 2. Creating from a specified filename (base-path plus filename). The class is neither copyable, nor movable. If `Factory` instance creation is successful, the functions will return an instance of `std::shared_ptr<>`, otherwise a proper exception will be thrown. Important API in class type `Qpc` includes the following: 1. `getInfo()` - returns `QpcInfo`. See below for more info. 2. `getBufferMappings()` - returns a container of `BufferMappings`. Each `BufferMapping` instance in the container includes information on the buffers as obtained from `Qpc` file. Name, size, direction and index of buffers. 3. `getBufferMappingsV2()` - returns a container of `v2::BufferMappings`. Each `v2::BufferMapping` instance in the container includes `BufferMappings` and `IoShapes` information on the buffers obtained from the `QPC` file. `IoShapes` contains the default and allowed data dimensions of the buffer. 4. `getBufferMappingsDma` - Same return type as above (`getBufferMapping()`) but for DMA allocated buffers instead of user’s heap allocated ones. 5. `getIoDescriptor()` - returns pointer to QData which is a buffer and length of the QPC buffer. 6. `get()` - returns a const pointer to QAicQpcObj - which is an opaque Data structure to Internal Program Container. Users have no visibility to the API of QAicQpcObj since it’s Opaque in the C layer. 7. `buffer()` - returns the QPC buffer as a const pointer to uint8\_t. 8. `size()` - returns the size of the QPC buffer. ### QpcFile Class `QpcFile` is encapsulating the QPC file basepath and filename as well as `DataBuffer` data member which holds the buffer of the QPC file. `QpcFile` takes the base-path and the filename of the QPC, where `programqpc.bin` is a default filename provided in the constructor. `QpcFile` is a non-movable, non-copyable type. It has a `load()` function that will load the content of the QPC into `DataBuffer<>` which holds `QData` buffer representation internally. The `QpcFile` class provides the following APIs: 1. `getBuffer()` - returns a `QData` buffer const reference. 2. `data()` - returns a `const uint8_t` pointer to buffer. 3. `size()` - returns the size of the loaded QPC file buffer. ### QpcInfo The `QpcInfo` struct is a simple struct type that aggregates a collection of `QpcProgramInfo` (also referred to as “program”) and corresponding collection of `QpcConstantsInfo` (also referred to as “constants”). ### QpcProgramInfo The `QpcProgramInfo` struct is a simple struct aggregating information related to the content of the loaded QPC. For example: 1. BufferMappings, user allocated or *DMA*. 2. Name identifying a segment in `QPC` file. 3. Number of cores requires to run the program. 4. Program Index in the QPC. 5. Size of the program 6. Batch size. 7. Number of Semaphores, number of MC(MultiCast) IDs. 8. Total required memory to run the program. ### QpcConstantsInfo The `QpcConstantsInfo` struct defines the Constants info that are obtained from the QPC file. It has the following attributes: 1. `name` 2. `index` 3. `size` ## BufferMappings Vector `BufferMappings` is a vector of `BufferMapping`. `BufferMappings` is created from QPC. `BufferMappings` is used by API to store the Input/Output buffer information for inference. ### BufferMapping The `BufferMapping` struct is a simple struct type that describes the information of a buffer. It has two constructors: 1. Creating by providing all data members. 2. Default constructor that creates an uninitialized `BufferMapping` instance. The `BufferMapping` struct has following structure data members: 1. `bufferName` - string name identifying the buffer. 2. `index` - an unsigned int that represent the index in an array of buffers. 3. `ioType` - define the direction of a buffer from user’s perspective. An input buffer is from user to device. An output buffer is from device to user. 4. `size` - buffer size in bytes. 5. `isPartialBufferAllowed` - `Partial buffer` is a feature that allows buffer to have actual size that’s smaller than what’s specified in IO descriptor. `isPartialBufferAllowed` is set by IO descriptor. By setting `isPartialBufferAllowed` true, this buffer takes user buffer that’s smaller than what’s specified by `size`. 6. `dataType` - define the format of buffer. The types of format is defined in struct `QAicBufferDataTypeEnum` ### QAicBufferDataTypeEnum The `QAicBufferDataTypeEnum` struct is a simple struct type that defines the data type of the `BufferMapping`. The `QAicBufferDataTypeEnum` struct defines following data types: 1. `BUFFER_DATA_TYPE_FLOAT` - 32-bit float type (float) 2. `BUFFER_DATA_TYPE_FLOAT16` - 16-bit float type (half, fp16) 3. `BUFFER_DATA_TYPE_INT8Q` - 8-bit quantized type (int8\_t) 4. `BUFFER_DATA_TYPE_UINT8Q` - unsigned 8-bit quantized type (uint8\_t) 5. `BUFFER_DATA_TYPE_INT16Q` - 16-bit quantized type (int16\_t) 6. `BUFFER_DATA_TYPE_INT32Q` - 32-bit quantized type (int32\_t) 7. `BUFFER_DATA_TYPE_INT32I` - 32-bit index type (int32\_t) 8. `BUFFER_DATA_TYPE_INT64I` - 64-bit index type (int64\_t) 9. `BUFFER_DATA_TYPE_INT8` - 8-bit type (int8\_t) 10. `BUFFER_DATA_TYPE_UINT8` - unsigned 8-bit type (uint8\_t) 11. `BUFFER_DATA_TYPE_FLOAT64C` - 64-bit complex float type 12. `BUFFER_DATA_TYPE_INVAL` - invalid type ## Context Elements ### Context Various Linux Runtime core components like `qpc`, `program`, `execObj`, and `queue` are needed to run inference and enhance performance/usability. Class `Context` is a primary class which helps to link all LRT core components. `Context` object should be created first. Application creates a context to obtain access to other API functions, the context is passed in other API calls. The caller can also register for logging and error callbacks. A context ID is passed to the error handler to uniquely identify the `Context` object. Class `Context` has a *Factory* functions to create a `std::shared_ptr<>` of `Context`. Context object is created from context properties, list of devices used by this context, logging callback function, specific user data to be included in log callback, an error handler to call in case of critical errors and specific user data to be included in error handler callback. If logging callback and error handler aren’t provided then default `defaultLogger` and `defaultErrorHandler` will be used. If `Factory` instance creation is successful, the functions will return an instance of `std::shared_ptr<>`, otherwise a proper exception will be thrown. Important API in class type `Context` includes the following: 1. `setLogLevel()` - set new logging level to get logging information while running the program. See below for more details about `QLogLevel`. 2. `getLogLevel()` - returns current logging level for specified `Context`. ### QLogLevel Use different logging levels to view different types of logs. 1. `QL_DEBUG` : set to this level to see debug logs 2. `QL_INFO` : set to this level to see informative logs 3. `QL_WARN` : set to this level to see warning logs 4. `QL_ERROR` : set to this level to see error logs `LogCallback` - It’s a logging callback lambda function. `ErrorHandler` - It’s an error handler lambda function to call in case of critical errors. ## Profiling Elements For overview of profiling feature, see [Profiling Support in Runtime](https://docs.qualcomm.com/doc/80-99100-3/topic/index_features.html#reference-to-profiling-support-in-runtime). ### ProfilingHandle `ProfilingHandle` provides interface to use num-iter based profiling. See [Num-iter based profiling](https://docs.qualcomm.com/doc/80-99100-3/topic/index_features.html#reference-to-num-iter-based-profiling) for more details about num-iter based profiling feature. A `ProfilingHandle` object should be created using the `Factory` method. User needs to specify the `Program` that should be profiled, number of samples to collect, callback to call to deliver report, and type of profiling output expected. Note Profiling type parameter has a default value set to *Latency type*. Important API in class type `ProfilingHandle` includes the following: 1. `start()` - Start profiling. After the API call, profiling data from all the inferences for specified `Program` will be collected till either user calls `stop()` or number of requested samples have been collected. 2. `stop()` Stop profiling. Stops profiling even if the num-samples requirement hasn’t been met. This API calls triggers a callback to the user specified callback with profiling report of all collected samples. Note If `stop()` is called without any inferences being complete for the specified `Program`, callback won’t get triggered. ## Inferencing Elements ### QBuffer `QBuffer` is a struct that contains pointer to the buffer and its size. It can have Input or output buffer address from heap or DMA memory. `handle`, `offset` and `type` are considered only when type is QBUFFER\_TYPE\_DMABUF. It has following Members: 1. `size` - Total size of memory pointed by buf pointer or handle. 2. `buf` - Buffer Pointer, must be valid in case of heap buffer. 3. `handle` - Buffer Handle, must be valid in case of DMA buffer. 4. `offset` - Offset within handle. 5. `type` - Type of the buffer: heap or DMA. ### InferenceHandle `InferenceHandle` contains the input/output buffers and the id specified at the time of submission of inference. `InferenceHandle` can’t be created directly by the user; user can get an available `InferenceHandle` by calling `getAvailable()` API of `InferenceSet`. `InferenceHandle` is a container that holds all data needed for inference. Number of `InferenceHandle` objects created depends on the set\_size and num\_activations parameters passed during instantiation of `InferenceSet`. Number of `InferenceHandle` and number of `ExecObj` created will be the same. #### LifeCycle of `InferenceHandle` - `InferenceHandle` objects are created when `InferenceSet` is instantiated and all objects are moved to availableList vector from which user can retrieve it by calling `getAvailable()` API of `InferenceSet` - When user calls `getAvailable()` if availableList vector has an `InferenceHandle`, it’s popped out from the availableList and returned to user, otherwise this call is blocked until the user puts the used `InferenceHandle` using `putCompleted()` API - User sets buffers in the InferenceHandle it got using `setBuffers()`, `setInputBuffers()`, or `setOutputBuffers()` APIs - User submits InferenceHandle using `submit()` API of `InferenceSet` - To get the completed `InferenceHandle` user can call `getCompletedId()` and extract/read the output of inference from `InferenceHandle` - After processing the output of inference, user needs to call `putCompleted()` API of `InferenceSet` to put completed `InferenceHandle` back to availableList vector otherwise `getAvailable()` call will be blocked ### InferenceSet `InferenceSet` is a C++ class that’s used to submit inference. It abstracts out lower level classes like Queue, Program and ExecObj and provides an easier way of handling multiple activations in a single group to submit inference. List of APIs of `InferenceSet` - `Factory()`: Instantiates the `InferenceSet`. - `submit(shInferenceHandle, requestId)`: Submits an inference request for a specified handle and associates it with a user-defined ID. This is a non-blocking call used for polling-based completion. - `submit(shInferenceHandle, notifyFn, userData)`: Submits an inference request and registers a callback function to be executed upon completion. This is a non-blocking call used for event-driven workflows. - `getCompletedId(infHandle, requestId, timeoutUs)`: Waits for and returns the `InferenceHandle` associated with the specified `requestId`. This is a blocking call. - `getAvailable(infHandle, timeoutUs)`: Retrieves an available `InferenceHandle` from the internal pool. This call blocks if no handles are available. - `putCompleted(infHandle)`: Returns a used `InferenceHandle` back to the pool, making it available for subsequent inferences. - `waitForCompletion(infHandle, timeoutUs)`: Waits for a previously submitted `InferenceHandle` to complete. User application can consume output buffers upon successful return. `timeoutUs` defaults to 0 (wait until completion). - `waitForCompletion(timeoutUs)`: Blocks until all previously submitted inferences across all activations in the set have completed. This is a convenience API; results are discarded. `timeoutUs` defaults to 0. #### NumActivations and SetSize `NumActivations` and `SetSize` are arguments of `InferenceSet::Factory` API. - `NumActivations`: `InferenceSet` creates this many numbers of network instances inside device. User can decide `NumActivations` based on number of cores required to run his network and number of available cores. - `SetSize`: For each network instance, user application can simultaneously enqueue this many numbers of input/output buffers to run inferences. Recommended value is between 2 to 10. User should find an optimal value to achieve desired throughput (inferences/sec) and latency. ![../../../../_images/ActivationAndSetSize.png](data:image/png;base64,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) Activations and SetSize #### Inference Flow Patterns The `InferenceSet` API supports multiple programming models for running inferences. **1. Synchronous (Polling) Flow** This pattern involves submitting a request and then waiting for the result. 1. Acquire a handle using `getAvailable()`. 2. Set data using `handle->setBuffers()`, `handle->setInputBuffers()`, or `handle->setOutputBuffers()`. 3. Submit the request using `submit(infHandle, requestId)`. 4. Wait for the result using `getCompletedId(infHandle, requestId)`. 5. Process the output and return the handle using `putCompleted(infHandle)`. ![../../../../_images/InferenceSetFlow.png](data:image/png;base64,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) Synchronous Inference Flow **2. Multi-threaded Flow** The synchronous polling flow can be executed in parallel across multiple application threads. The `QAicInferenceSetExample.cpp` file demonstrates this pattern in the `runInferenceMultiThread` function. **3. Asynchronous (Callback) Flow** This pattern uses a callback function for event-driven notification of completed inferences. 1. Define a callback function to process results. 2. Acquire a handle using `getAvailable()`. 3. Set data using `handle->setBuffers()`, `handle->setInputBuffers()`, or `handle->setOutputBuffers()`. 4. Submit the request using the `submit(infHandle, notifyFn, userData)` overload, passing a pointer to the callback. This call is non-blocking. 5. The application can perform other work while waiting for the callback to be invoked by the runtime upon completion. ### InferenceSetProperties `InferenceSetProperties` defines properties to be consumed by `InferenceSet` List of members of `InferenceSetProperties` - `programProperties`: User can set different program properties which will be consumed internally by `Program` object. Notable programProperties are: - `dataPathTimeoutMs`: After submission of inference, runtime waits for this milliseconds timeout period, if inference isn’t complete in this timeout period, error is returned. - `submitNumRetries`: Number of times submission should be retried when the above timeout occurs. - `devMapping`: devMapping specifies the physical devices to be used by the program and is valid only for networks that need multiple devices to run. - `queueProperties`: User can set queue properties which will be consumed internally by `Queue` object. Notable queueProperties are: - `numThreadsPerQueue`: Number of threads spawned to process elements in the queue. Default 4. - `inferenceSetGroup`: User can create an over-subscription group by passing the same `InferenceSetGroup` shared pointer to different `InferenceSet` objects. - `name`: Defines name of the InferenceSet Object. - `id`: Defines id of the InferenceSet Object. ### InferenceSetGroup Use this class to construct an `InferenceSetGroup`. A user application can pass this object as part of `InferenceSet` properties to multiple `InferenceSet` objects. All such `InferenceSet` objects will share the same set of resources on device. All `InferenceSet` objects grouped using an `InferenceSetGroup` are activated once the `InferenceSetGroup` object is enabled. The user has flexibility to enable an `InferenceSetGroup` by calling the `enable()` function or by submitting an inference to any of the associated `InferenceSet` objects. - `enable()`: Enable the InferenceSet group. - `disable()`: Disable the InferenceSet group. - `release()`: Releases the shared pointer reference from the static map of the InferenceSet group repository. User application should call this during clean up if the `InferenceSetGroup` object was created using a unique name. - `Factory()`: Instantiates InferenceSetGroup. **Over-subscription with InferenceSetGroup** All `InferenceSet` objects within a group share NSPs and other resources on device. Only one `InferenceSet` can actively run on device at any specified point in time. `InferenceSetGroup` takes care of serializing inferences submitted to any associated `InferenceSet`. Constraints when using `InferenceSetGroup`: 1. Each `InferenceSet` object must be created with `NumActivations` set to one. 2. All associated `InferenceSet` objects are enabled together by calling `enable()` or by submitting the first inference. 3. Once `InferenceSetGroup` is enabled, no new `InferenceSet` object can be added to the same group unless `disable()` is called first. ![../../../../_images/OverSubNInferenceSetGrp.png](data:image/png;base64,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) Over-subscription with InferenceSetGroup ![../../../../_images/InferenceSetGroupFlow.png](data:image/png;base64,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Inference Flow with InferenceSetGroup Last Published: Aug 25, 2026 [Previous Topic Profiling support in runtime](https://docs.qualcomm.com/bundle/publicresource/80-99100-3/topics/index_features.md) [Next Topic ONNX Runtime](https://docs.qualcomm.com/bundle/publicresource/80-99100-3/topics/index_onnxruntime.md)