# QNN GPU Tuning Mode Tutorial

## Introduction

This tutorial demonstrates the usage of the QNN GPU Tuning Mode. The following steps introduce different
components used for tuning and their respective configurations to tune various models.

Below is a representation of high level call-flow of the tuning mode:

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)

**Performance Cache**

The performance cache file contains the mapping of each kernel to its performance numbers and currenty supported tunable parameters.
Tunable parameters include:

> 
> 
> - LocalWorkSize
> 
> 
> 
> 
> - **Initialization and Usage:**
>     - - When a backend is initialized with custom config PerformanceCacheDir, the cache file will be created and stored in the given directory,
> unique to each device tier. Refer the file management below for more details on the cache file.
> - During kernel profiling, the model references these cached entries to avoid profiling the performance numbers, thereby minimizing the tuning time.
> 
> - **File Management:**
>     - - If the cache file does not exist in the specified directory, it will be created automatically based on the device the model is tuned.
> - If an existing cache file is found and InvalidatePerformanceCache is set to true, the file is deleted and a new one is created.

**Kernel Profiling Configs**

The following consists of custom GPU backend configurations for influencing kernel profiling behavior when in tuning mode.

> 
> 
> - **Disable Kernel Profiling**
>     - - When a backend is initialized with custom config: DisableKernelProfiling, kernels will not be profiled. If a performance cache is
> provided, the tunable parameters will be used for a particular OpConfig if available. Otherwise, parameters will be selected consistent with online graph preparation.

- Steps to set Custom Config for different modes (enable tuning, set performanceCache directory, invalidate performanceCache, disable kernel profiling):
    - QnnGpuBackend_CustomConfig_t gpuTuningEnableConfig;
    QnnGpuBackend_CustomConfig_t gpuTuningPerformanceCacheConfig;
    QnnGpuBackend_CustomConfig_t gpuTuningInvalidatePerformanceCacheConfig;
    QnnGpuBackend_CustomConfig_t gpuTuningDisableKernelProfilingConfig;
    
    // enable tuning mode
    gpuTuningEnableConfig.option                                          = QNN_GPU_BACKEND_CONFIG_OPTION_ENABLE_TUNING_MODE;
    gpuTuningEnableConfig.enableTuningMode                                = true;
    
    // set performanceCache directory
    gpuTuningPerformanceCacheConfig.option                                = QNN_GPU_BACKEND_CONFIG_OPTION_PERFORMANCE_CACHE_DIR;
    gpuTuningPerformanceCacheConfig.performanceCacheDir                   = "path_to_user_supplied_directory";
    
    // invalidate performanceCache
    gpuTuningInvalidatePerformanceCacheConfig.option                      = QNN_GPU_BACKEND_CONFIG_OPTION_INVALIDATE_PERFORMANCE_CACHE;
    gpuTuningInvalidatePerformanceCacheConfig.invalidatePerformanceCache  = false;
    
    // disable kernel profiling
    gpuTuningDisableKernelProfilingConfig.option                          = QNN_GPU_BACKEND_CONFIG_OPTION_DISABLE_KERNEL_PROFILING;
    gpuTuningDisableKernelprofilingConfig.disableKernelProfiling          = true;
    Copy to clipboard

Note

- Ensure that the cache file directory has the necessary permissions.
- Set the invalidate flag only when you need to discard the outdated cache for a fresh cache build.
- Ensure the tuning mode is enabled when performanceCacheDir or invalidatePerformanceCache are to be set.

**Target Server**

The target server facilitates the client-server relationship. The main operations are: compiling, profiling, and
executing kernels. This client-server communication is done via tcp connection along with MsgPack to offload tasks.

- The server performs the following tasks:
    - - Compile Kernel: compile an OpenCL kernel and return the compiled bin for on-host context serialization.
- Profile Kernel: profile kernel variants for different tunable parameters and returns the most performant kernel.
- Execute Kernel: executes finalize kernels on device (weights rearrangement, static kernels, etc.).

- The client performs the following tasks:
    - - Connects to the target server
- Processes the received data from the server.

- Steps to run Target Server:
    - $ adb forward tcp:22598 tcp:22598
    $ adb push $SDK_ROOT/$DEVICE_TARGET/qnn-gpu-target-server $USER_SELECTED_LOCATION
    $ adb shell "$USER_SELECTED_LOCATION/qnn-gpu-target-server
    Copy to clipboard

Note

- If the device is attached to a remote host, set the environment variable `TARGET_SERVER_SOCKET=<hostname>:<port>`

**Context Binary Generator**

With the target server running, the user can now tune a specific model by generating a context binary cache on a
different terminal.

$ qnn-context-binary-generator --model <qnn_model.so>
                      --backend <path_to_backend_library>/libQnnGpu.so \
                      --binary_file context_cache \
                      --config_file <path_to_JSON_of_backend_extensions>
    Copy to clipboard

This generates a context binary cache with the best performing kernels, resulting in an optimized model.

A sample json used in the context binary generation for tuning mode is provided below:

{
        "tuning_mode": true,
        "performance_cache_dir": "path_to_user_supplied_directory",
        "invalidate_performance_cache": false,
        "disable_kernel_profiling": false
    }
    Copy to clipboard

Note

- - Known limitations
    - - Current support only for QAIRT internal GPU OpPackage.

**Supported Toolchains**

The following table describes the supported platforms for the Tuning Mode feature. The columns represent the host
side where the qnn-context-binary-generator or API is executed upon while the rows represent the target platform
where the qnn-gpu-target-server is running on.

Note

A blank cell denotes the use case being unsupported (e.g. cannot tune using aarch64-android platform as
host for x86\_64-linux-clang architecture).

| Columns: Host<br><br><br>Rows: Target Platforms | aarch64-android | x86\_64-linux-clang |
| --- | --- | --- |
| aarch64-android |  | Yes |
| x86\_64-linux-clang |  |  |

Last Published: Jun 04, 2026

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