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!DOCTYPE html>html classwriter-html5 langen data-content_root./>head>  meta charsetutf-8 />meta nameviewport contentwidthdevice-width, initial-scale1 />  meta nameviewport contentwidthdevice-width, initial-scale1.0 />  title>Welcome to SiMa.ai Developer Guide! — Documentation  documentation/title>      link relstylesheet typetext/css href_static/pygments.css?vb86133f3 />      link relstylesheet typetext/css href_static/css/theme.css?ve59714d7 />      link relstylesheet typetext/css href_static/copybutton.css?v76b2166b />      link relstylesheet typetext/css href_static/graphviz.css?v4ae1632d />      link relstylesheet typetext/css href_static/tabs.css?va5c4661c />      link relstylesheet typetext/css href_static/sphinx-design.min.css?v95c83b7e />      link relstylesheet typetext/css href_static/css/css-style.css?vec0d445d />      link relstylesheet typetext/css href_static/css/jquery.dataTables.min.css?v28ed7a40 />      link relstylesheet typetext/css 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hrefgenindex.html />    link relsearch titleSearch hrefsearch.html />    link relnext titleSystem Architectures hrefpages/overview/target_architectures.html />             !-- Google tag (gtag.js) -->    script async srchttps://www.googletagmanager.com/gtag/js?idG-HPGD2BYZWP>/script>    script>    window.dataLayer  window.dataLayer || ;    function gtag(){dataLayer.push(arguments);}    gtag(js, new Date());    gtag(config, G-HPGD2BYZWP);    /script>    /head>body classwy-body-for-nav>   div classwy-grid-for-nav>    nav data-togglewy-nav-shift classwy-nav-side>      div classwy-side-scroll>        div classwy-side-nav-search >                              a href#>                          img src_static/logo.png classlogo altLogo/>          /a>div rolesearch>  form idrtd-search-form classwy-form actionsearch.html methodget>    input typetext nameq placeholderSearch docs aria-labelSearch docs />    input typehidden namecheck_keywords valueyes />    input typehidden namearea valuedefault />  /form>/div>        /div>div classwy-menu wy-menu-vertical data-spyaffix rolenavigation aria-labelNavigation menu>              p classcaption roleheading>span classcaption-text>Getting Started/span>/p>ul>li classtoctree-l1>a classreference internal hrefpages/overview/target_architectures.html>System Architectures/a>/li>li classtoctree-l1>a classreference internal hrefpages/overview/devkit.html>SiMa.ai DevKits/a>ul>li classtoctree-l2>a classreference internal hrefpages/overview/devkit/modalix-devkit.html>Modalix/a>/li>li classtoctree-l2>a classreference internal hrefpages/overview/devkit/modalix-ea-kit.html>Modalix Early Access/a>/li>li classtoctree-l2>a classreference internal hrefpages/overview/devkit/mlsoc-devkit.html>MLSoC/a>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/overview/setup_devkit.html>Set Up DevKit/a>ul>li classtoctree-l2>a classreference internal hrefpages/overview/setup_standalone_mode.html>Standalone Mode/a>ul>li classtoctree-l3>a classreference internal hrefpages/overview/setup_standalone_mode/setup_serial.html>Configure Serial Connection/a>/li>li classtoctree-l3>a classreference internal hrefpages/overview/setup_standalone_mode/setup_network.html>Configure DevKit Network/a>/li>li classtoctree-l3>a classreference internal hrefpages/overview/setup_standalone_mode/setup_nvme.html>Configure NVMe Storage/a>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/overview/setup_pcie_mode.html>PCIe Mode/a>/li>li classtoctree-l2>a classreference internal hrefpages/overview/firmware_update.html>Firmware Update/a>ul>li classtoctree-l3>a classreference internal hrefpages/overview/firmware_update/sima_cli_update.html>Update with sima-cli/a>/li>li classtoctree-l3>a classreference internal hrefpages/overview/firmware_update/palette_assisted.html>Update with Palette/a>/li>li classtoctree-l3>a classreference internal hrefpages/overview/firmware_update/bootimage.html>Update with Boot Image/a>/li>li classtoctree-l3>a classreference internal hrefpages/overview/firmware_update/netboot.html>Update with Net Boot/a>/li>/ul>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/overview/hello_sima.html>Hello SiMa!/a>ul>li classtoctree-l2>a classreference internal hrefpages/overview/hello_sima/overview.html>Application Pipeline/a>ul>li classtoctree-l3>a classreference internal hrefpages/overview/hello_sima/overview.html#a-typical-ml-application>A Typical ML Application/a>/li>li classtoctree-l3>a classreference internal hrefpages/overview/hello_sima/overview.html#ml-preprocessing-and-postprocessing>ML Preprocessing and Postprocessing/a>/li>li classtoctree-l3>a classreference internal hrefpages/overview/hello_sima/overview.html#resnet50-classification-application>ResNet50 Classification Application/a>/li>li classtoctree-l3>a classreference internal hrefpages/overview/hello_sima/overview.html#mapping-the-resnet50-application-to-the-mlsoc>Mapping the ResNet50 Application to the MLSoC/a>/li>li classtoctree-l3>a classreference internal hrefpages/overview/hello_sima/overview.html#tesselation-and-quantization>Tesselation and Quantization/a>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/overview/hello_sima/run_demos.html>Run Demos/a>/li>li classtoctree-l2>a classreference internal hrefpages/overview/hello_sima/optimize_model.html>Compile Your Model/a>/li>li classtoctree-l2>a classreference internal hrefpages/overview/hello_sima/build_your_first_app.html>Build Your First Pipeline/a>ul>li classtoctree-l3>a classreference internal hrefpages/overview/hello_sima/build_your_first_pipeline_with_edgematic.html>Build with Edgematic/a>/li>li classtoctree-l3>a classreference internal hrefpages/overview/hello_sima/build_your_first_pipeline_with_palette.html>Build with Palette/a>/li>li classtoctree-l3>a classreference internal hrefpages/overview/hello_sima/build_your_first_pcie_app.html>PCIe Pipeline Adaptation/a>/li>li classtoctree-l3>a classreference internal hrefpages/overview/hello_sima/run_multi_pipelines.html>Run Multiple (Concurrent) Pipelines/a>/li>/ul>/li>/ul>/li>/ul>p classcaption roleheading>span classcaption-text>ML Development/span>/p>ul>li classtoctree-l1>a classreference internal hrefpages/palette/main.html>Palette/a>ul>li classtoctree-l2>a classreference internal hrefpages/palette/sw_overview.html>Software Overview/a>ul>li classtoctree-l3>a classreference internal hrefpages/palette/sw_overview.html#palette-components>Palette Components/a>ul>li classtoctree-l4>a classreference internal hrefpages/palette/sw_overview.html#modelsdk>ModelSDK/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/sw_overview.html#palette-cli-mpk>Palette CLI / MPK/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/sw_overview.html#gstreamer-plugin-zoo>GStreamer Plugin Zoo/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/sw_overview.html#mla-compiler>MLA Compiler/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/sw_overview.html#debugging-and-logging>Debugging and Logging/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/sw_overview.html#arm-cross-compiler>Arm Cross-Compiler/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/palette/sw_overview.html#development-flow>Development Flow/a>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/palette/installation_requirements.html>System Requirements/a>ul>li classtoctree-l3>a classreference internal hrefpages/palette/installation_requirements.html#cpu-memory-and-storage>CPU, Memory, and Storage/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/installation_requirements.html#operating-systems>Operating Systems/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/installation_requirements.html#palette-sdk-mlsoc-firmware>Palette SDK / MLSoC Firmware/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/installation_requirements.html#docker-engine>Docker Engine/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/installation_requirements.html#python>Python/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/installation_requirements.html#ports>Ports/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/installation_requirements.html#firewall-settings>Firewall Settings/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/installation_requirements.html#ssh-capabilities>SSH Capabilities/a>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/palette/installation.html>Software Installation/a>ul>li classtoctree-l3>a classreference internal hrefpages/palette/installation.html#installation-requirements>Installation Requirements/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/installation.html#downloading-palette-software>Downloading Palette Software/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/installation.html#installing-on-linux>Installing on Linux/a>ul>li classtoctree-l4>a classreference internal hrefpages/palette/installation.html#dependencies-checklist>Dependencies Checklist/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/installation.html#installing-the-software>Installing the Software/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/installation.html#running-launching-software>Running/Launching Software/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/installation.html#verifying-the-installation>Verifying the Installation/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/palette/installation.html#installing-on-windows-using-hyper-v>Installing on Windows using Hyper-V/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/installation.html#uninstalling-the-palette-software>Uninstalling the Palette Software/a>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/palette/get_fps.html>Get Model FPS/a>ul>li classtoctree-l3>a classreference internal hrefpages/palette/get_fps.html#setup-tool>Setup Tool/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/get_fps.html#download-model>Download Model/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/get_fps.html#compile-model>Compile Model/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/get_fps.html#execute>Execute/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/get_fps.html#verify>Verify/a>ul classsimple>/ul>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/palette/get_accuracy.html>Get Model Accuracy/a>ul>li classtoctree-l3>a classreference internal hrefpages/palette/get_accuracy.html#architecture>Architecture/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/get_accuracy.html#overview>Overview/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/get_accuracy.html#prepare-dataset>Prepare Dataset/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/get_accuracy.html#pytorch-inference>PyTorch Inference/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/get_accuracy.html#compile-model>Compile Model/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/get_accuracy.html#sima-inference>SiMa Inference/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/get_accuracy.html#example>Example/a>ul classsimple>/ul>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/palette/mpk_tools.html>MPK Tool/a>ul>li classtoctree-l3>a classreference internal hrefpages/palette/mpk_tools.html#device-connectivity-using-mpk>Device Connectivity using mpk/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/mpk_tools.html#mpk-device>mpk device/a>ul>li classtoctree-l4>a classreference internal hrefpages/palette/mpk_tools.html#more-options>More Options/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/palette/mpk_tools.html#mpk-create>mpk create/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/mpk_tools.html#mpk-project-create>mpk project create/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/mpk_tools.html#mpk-deploy>mpk deploy/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/mpk_tools.html#mpk-launch>mpk launch/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/mpk_tools.html#mpk-list>mpk list/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/mpk_tools.html#mpk-kill>mpk kill/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/mpk_tools.html#mpk-remove>mpk remove/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/mpk_tools.html#mpk-firmware-upgrade>mpk firmware-upgrade/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/mpk_tools.html#performance-estimator>Performance Estimator/a>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/palette/mlperf_benchmark.html>MLPerf Benchmark/a>ul>li classtoctree-l3>a classreference internal hrefpages/palette/mlperf_benchmark.html#accessing-the-mlperf-files>Accessing the MLPerf Files/a>/li>li classtoctree-l3>a classreference internal hrefpages/palette/mlperf_benchmark.html#running-mlperf-tests>Running MLPerf Tests/a>ul>li classtoctree-l4>a classreference internal hrefpages/palette/mlperf_benchmark.html#batch1-performance-mode-test>Batch1 Performance Mode Test/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/mlperf_benchmark.html#batch1-accuracy-mode-test>Batch1 Accuracy Mode Test/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/mlperf_benchmark.html#batch8-performance-mode-test>Batch8 Performance Mode Test/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/mlperf_benchmark.html#batch8-accuracy-mode-test>Batch8 Accuracy Mode Test/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/mlperf_benchmark.html#batch14-performance-mode-test>Batch14 Performance Mode Test/a>/li>li classtoctree-l4>a classreference internal hrefpages/palette/mlperf_benchmark.html#batch14-accuracy-mode-test>Batch14 Accuracy Mode Test/a>/li>/ul>/li>/ul>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/edgematic/main.html>Edgematic 🔥/a>ul>li classtoctree-l2>a classreference internal hrefpages/edgematic/introduction.html>Introduction to Edgematic/a>ul>li classtoctree-l3>a classreference internal hrefpages/edgematic/introduction.html#getting-started>Getting Started/a>ul>li classtoctree-l4>a classreference internal hrefpages/edgematic/introduction.html#layout>Layout/a>/li>li classtoctree-l4>a classreference internal hrefpages/edgematic/introduction.html#starter-examples>Starter Examples/a>/li>/ul>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/edgematic/terminology.html>Terminology/a>/li>li classtoctree-l2>a classreference internal hrefpages/edgematic/dashboard.html>Edgematic Dashboard/a>/li>li classtoctree-l2>a classreference internal hrefpages/edgematic/using_edgematic.html>Edgematic Features/a>ul>li classtoctree-l3>a classreference internal hrefpages/edgematic/using_edgematic.html#machine-learning-models>Machine Learning Models/a>/li>li classtoctree-l3>a classreference internal hrefpages/edgematic/using_edgematic.html#gstreamer-pipelines>GStreamer Pipelines/a>/li>li classtoctree-l3>a classreference internal hrefpages/edgematic/using_edgematic.html#gstreamer-plugins>GStreamer Plugins/a>/li>li classtoctree-l3>a classreference internal hrefpages/edgematic/using_edgematic.html#applications>Applications/a>/li>li classtoctree-l3>a classreference internal hrefpages/edgematic/using_edgematic.html#kpi-measurement>KPI Measurement/a>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/edgematic/hello_world.html>Building Applications/a>ul>li classtoctree-l3>a classreference internal hrefpages/edgematic/building_applications.html>Image File Inferencing/a>/li>li classtoctree-l3>a classreference internal hrefpages/edgematic/building_rtsp_application.html>RTSP Video Stream Inferencing/a>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/edgematic/application_catalog.html>Application Catalog/a>ul>li classtoctree-l3>a classreference internal hrefpages/edgematic/application_catalog.html#developer-community-applications>Developer Community Applications/a>/li>li classtoctree-l3>a classreference internal hrefpages/edgematic/application_catalog.html#sima-provided-applications>SiMa-Provided Applications/a>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/edgematic/model_catalog.html>Model Catalog/a>ul>li classtoctree-l3>a classreference internal hrefpages/edgematic/model_catalog.html#image-classification-models>Image 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hrefpages/edgematic/transform_anchors.html#configuration>Configuration/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/edgematic/yolov8boxcomposer.html>yolov8boxcomposer/a>ul>li classtoctree-l4>a classreference internal hrefpages/edgematic/yolov8boxcomposer.html#features>Features/a>/li>li classtoctree-l4>a classreference internal hrefpages/edgematic/yolov8boxcomposer.html#usage>Usage/a>/li>li classtoctree-l4>a classreference internal hrefpages/edgematic/yolov8boxcomposer.html#configuration>Configuration/a>/li>/ul>/li>/ul>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/building_apps/developing_gstreamer_apps/main.html>Develop with GStreamer/a>ul>li classtoctree-l2>a classreference internal hrefpages/building_apps/developing_gstreamer_apps/main.html#key-components>Key Components/a>/li>li classtoctree-l2>a classreference internal hrefpages/building_apps/developing_gstreamer_apps/main.html#plugins>Plugins/a>/li>li classtoctree-l2>a classreference internal hrefpages/building_apps/developing_gstreamer_apps/main.html#development-workflow>Development Workflow/a>/li>li classtoctree-l2>a classreference internal hrefpages/building_apps/developing_gstreamer_apps/main.html#key-features>Key Features/a>ul>li classtoctree-l3>a classreference internal hrefpages/building_apps/developing_gstreamer_apps/caps_negotiation.html>CAPS Negotiation/a>/li>li classtoctree-l3>a classreference internal hrefpages/building_apps/developing_gstreamer_apps/gst_app.html>GStreamer Application/a>ul>li classtoctree-l4>a classreference internal hrefpages/building_apps/developing_gstreamer_apps/gst_app.html#features>Features/a>/li>li classtoctree-l4>a classreference internal hrefpages/building_apps/developing_gstreamer_apps/gst_app.html#components>Components/a>/li>li classtoctree-l4>a classreference internal hrefpages/building_apps/developing_gstreamer_apps/gst_app.html#usage>Usage/a>/li>/ul>/li>/ul>/li>/ul>/li>li classtoctree-l1>a classreference internal 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hrefpages/peppi/ethernet-tutorial.html#build-and-deploy>Build and Deploy/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/ethernet-tutorial.html#performance-considerations>Performance Considerations/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/peppi/pcie-tutorial.html>PCIe Tutorial/a>ul>li classtoctree-l4>a classreference internal hrefpages/peppi/pcie-tutorial.html#purpose>Purpose/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/pcie-tutorial.html#configuration-overview>Configuration Overview/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/pcie-tutorial.html#project-configuration>Project Configuration/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/pcie-tutorial.html#script-behavior>Script Behavior/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/pcie-tutorial.html#model-details>Model Details/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/pcie-tutorial.html#host-pipeline-setup>Host Pipeline Setup/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/pcie-tutorial.html#build-and-deploy>Build and Deploy/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/peppi/filesrc-tutorial.html>Filesrc Tutorial/a>ul>li classtoctree-l4>a classreference internal hrefpages/peppi/filesrc-tutorial.html#purpose>Purpose/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/filesrc-tutorial.html#configuration-overview>Configuration Overview/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/filesrc-tutorial.html#project-configuration>Project Configuration/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/filesrc-tutorial.html#script-behavior>Script Behavior/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/filesrc-tutorial.html#model-details>Model Details/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/filesrc-tutorial.html#pipeline-architecture>Pipeline Architecture/a>/li>li classtoctree-l4>a classreference internal hrefpages/peppi/filesrc-tutorial.html#build-and-deploy>Build and Deploy/a>/li>/ul>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/peppi/index.html#logging>Logging/a>/li>li classtoctree-l2>a classreference internal hrefpages/peppi/index.html#models-with-boxdecoder-support>Models with BoxDecoder Support/a>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/genai/llm.html>GenAI Model Compilation/a>ul>li classtoctree-l2>a classreference internal hrefpages/genai/llm.html#introduction>Introduction/a>/li>li classtoctree-l2>a classreference internal hrefpages/genai/llm.html#supported-models>Supported Models/a>/li>li classtoctree-l2>a classreference internal hrefpages/genai/llm.html#limitations>Limitations/a>/li>li classtoctree-l2>a classreference internal hrefpages/genai/llm.html#system-requirements>System Requirements/a>/li>li classtoctree-l2>a classreference internal hrefpages/genai/llm.html#prerequisites>Prerequisites/a>/li>li classtoctree-l2>a classreference internal hrefpages/genai/llm.html#sample-code>Sample Code/a>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/model-sdk/main.html>ModelSDK/a>ul>li classtoctree-l2>a classreference internal hrefpages/model-sdk/defining_ANY.html>Model Compatibility Guide/a>ul>li classtoctree-l3>a classreference internal hrefpages/model-sdk/defining_ANY.html#terminology>Terminology/a>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/defining_ANY.html#supported-operations>Supported Operations/a>ul>li classtoctree-l4>a classreference internal hrefpages/model-sdk/defining_ANY.html#custom-implementation>Custom Implementation/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/defining_ANY.html#unsupported-operators>Unsupported Operators/a>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/defining_ANY.html#a65-supported-operators>A65 Supported Operators/a>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/defining_ANY.html#mla-supported-operators>MLA Supported Operators/a>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/defining_ANY.html#individual-operators>Individual Operators/a>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/model-sdk/supported_onnx_operators.html>ONNX Operators Support List/a>/li>li classtoctree-l2>a classreference internal hrefpages/model-sdk/ptq.html>Post Training Quantization/a>ul>li classtoctree-l3>a classreference internal hrefpages/model-sdk/load_model.html>load_model/a>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/quantize.html>quantize/a>ul>li classtoctree-l4>a classreference internal hrefpages/model-sdk/quantize.html#afe.apis.defines.QuantizationParams.with_custom_quantization_configs>code classdocutils literal notranslate>span classpre>with_custom_quantization_configs()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/quantize.html#LoadedNet.convert_to_sima_quantization>code classdocutils literal notranslate>span classpre>LoadedNet.convert_to_sima_quantization()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/quantize.html#Model.analyze_quantization_error>code classdocutils literal notranslate>span classpre>Model.analyze_quantization_error()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/quantize.html#Model.execute_in_accelerator_mode>code classdocutils literal notranslate>span classpre>Model.execute_in_accelerator_mode()/span>/code>/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/compilation.html>compile/a>ul>li classtoctree-l4>a classreference internal hrefpages/model-sdk/compilation.html#compile-with-default-options>Compile with Default Options/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/compilation.html#compiling-for-batch-sizes-1>Compiling for Batch Sizes > 1/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/compilation.html#printing-tar-gz-contents>Printing tar.gz Contents/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/compilation.html#per-layer-runtime-statistics>Per-Layer Runtime Statistics/a>/li>/ul>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/model-sdk/qat.html>Quantization Aware Training/a>ul>li classtoctree-l3>a classreference internal hrefpages/model-sdk/qat.html#pre-requisites>Pre-requisites/a>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/qat.html#qat-process>QAT Process/a>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/qat.html#qat-workflow>QAT Workflow/a>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/qat.html#model-training-process>Model Training Process/a>ul>li classtoctree-l4>a classreference internal hrefpages/model-sdk/qat.html#scaffolding>Scaffolding/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/qat.html#finalization>Finalization/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/qat.html#export>Export/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/qat.html#training-loop>Training Loop/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/qat.html#pytorch-integration>PyTorch Integration/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/qat.html#user-api>User API/a>/li>/ul>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/model-sdk/model_graph_surgery.html>Graph Surgery/a>ul>li classtoctree-l3>a classreference internal hrefpages/model-sdk/model_graph_surgery.html#what-is-graph-surgery>What is Graph Surgery/a>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/model_graph_surgery.html#why-do-you-need-to-perform-graph-surgery>Why Do You Need to Perform Graph Surgery/a>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/model_graph_surgery.html#graph-surgery-using-sima-tools>Graph Surgery Using SiMa Tools/a>ul>li classtoctree-l4>a classreference internal hrefpages/model-sdk/model_graph_surgery.html#analyzing-a-model>Analyzing a Model/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/model_graph_surgery.html#onnx-model>ONNX Model/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/model-sdk/model_graph_surgery.html#example-case-studies>Example Case Studies/a>ul>li classtoctree-l4>a classreference internal hrefpages/model-sdk/model_graph_surgery.html#ufld-simple-operator-replacement>UFLD: Simple Operator Replacement/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/model_graph_surgery.html#yolov8-output-to-be-modified>YoloV8: Output to be Modified/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/model_graph_surgery.html#post-processing>Post Processing/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/model_graph_surgery.html#vit-s14>ViT-s14/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/model_graph_surgery.html#pre-processing>Pre-Processing/a>/li>li classtoctree-l4>a classreference internal hrefpages/model-sdk/model_graph_surgery.html#id1>Post-Processing/a>/li>/ul>/li>/ul>/li>/ul>/li>/ul>p classcaption roleheading>span classcaption-text>App Development/span>/p>ul>li classtoctree-l1>a classreference internal hrefpages/app_dev/pcie-dev.html>PCIe Mode App/a>ul>li classtoctree-l2>a classreference internal hrefpages/app_dev/build_host_app_with_cpp.html>Build Host App With C++ API/a>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/app_dev/standalone-dev.html>Standalone Mode App/a>ul>li classtoctree-l2>a classreference internal hrefpages/app_dev/standalone/cross_compilation.html>Cross Compilation Environment/a>/li>li classtoctree-l2>a classreference internal hrefpages/app_dev/standalone/build_custom_app.html>Build Custom C/C++ App/a>/li>li classtoctree-l2>a classreference internal hrefpages/app_dev/standalone/build_third_party_app.html>Build Third-Party Component/a>/li>li classtoctree-l2>a classreference internal hrefpages/app_dev/standalone/run_pipeline.html>Run Pipeline without MPK Tools/a>/li>li classtoctree-l2>a classreference internal hrefpages/app_dev/standalone/mpk_package.html>Understand the MPK Package/a>/li>/ul>/li>/ul>p classcaption roleheading>span classcaption-text>Tools/span>/p>ul>li classtoctree-l1>a classreference internal hrefpages/sima_cli/main.html>sima-cli/a>ul>li classtoctree-l2>a classreference internal hrefpages/sima_cli/main.html#installation>Installation/a>/li>li classtoctree-l2>a classreference internal hrefpages/sima_cli/main.html#authentication>Authentication/a>/li>li classtoctree-l2>a classreference internal hrefpages/sima_cli/main.html#view-commands>View Commands/a>/li>li classtoctree-l2>a classreference internal hrefpages/sima_cli/main.html#view-command-help>View Command Help/a>/li>li classtoctree-l2>a classreference internal hrefpages/sima_cli/main.html#uninstall>Uninstall/a>/li>li classtoctree-l2>a classreference internal hrefpages/sima_cli/main.html#check-installed-version>Check Installed Version/a>/li>li classtoctree-l2>a classreference internal hrefpages/sima_cli/main.html#update-sima-cli>Update sima-cli/a>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/optiview/main.html>OptiView/a>ul>li classtoctree-l2>a classreference internal hrefpages/optiview/install.html>Installation/a>/li>li classtoctree-l2>a classreference internal hrefpages/optiview/connect.html>Connect to DevKit/a>/li>li classtoctree-l2>a classreference internal hrefpages/optiview/mediasrc.html>Media Source Manager/a>/li>li classtoctree-l2>a classreference internal hrefpages/optiview/lde.html>Code Editor and Runner/a>/li>li classtoctree-l2>a classreference internal hrefpages/optiview/viewer.html>Web Video Viewer/a>/li>/ul>/li>/ul>p classcaption roleheading>span classcaption-text>References/span>/p>ul>li classtoctree-l1>a classreference internal hrefpages/api_reference/pcie_host_apis/main.html>PCIe Mode Host APIs/a>ul>li classtoctree-l2>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html>C++ API/a>ul>li classtoctree-l3>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApiE>code classdocutils literal notranslate>span classpre>simaai::SimaMlsocApi/span>/code>/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi15setLogVerbosityE12SiMaLogLevel>code classdocutils literal notranslate>span classpre>setLogVerbosity()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi20enumerateDeviceGuidsEv>code classdocutils literal notranslate>span classpre>enumerateDeviceGuids()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi10openDeviceE6string>code classdocutils literal notranslate>span classpre>openDevice()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi4loadEK10shared_ptrI10SiMaDeviceE10SiMaBundle>code classdocutils literal notranslate>span classpre>load()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi4loadEK10shared_ptrI10SiMaDeviceE6string10SiMaBundle>code classdocutils literal notranslate>span classpre>load()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi4loadEK10shared_ptrI10SiMaDeviceE6stringi>code classdocutils literal notranslate>span classpre>load()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi6unloadEK10shared_ptrI10SiMaBundleE>code classdocutils literal notranslate>span classpre>unload()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi11isAppActiveEK10shared_ptrI10SiMaBundleE>code classdocutils literal notranslate>span classpre>isAppActive()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi11isAppActiveEK10shared_ptrI10SiMaDeviceE>code classdocutils literal notranslate>span classpre>isAppActive()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi12isDeviceOpenEK10shared_ptrI10SiMaDeviceE>code classdocutils literal notranslate>span classpre>isDeviceOpen()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi14runSynchronousEK10shared_ptrI10SiMaBundleERK14SiMaTensorListRK12SiMaMetaDataR14SiMaTensorList>code classdocutils literal notranslate>span classpre>runSynchronous()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi15runAsynchronousEK10shared_ptrI10SiMaBundleERK14SiMaTensorListRK12SiMaMetaDataNSt8functionIFv14SiMaTensorList12SiMaMetaData10shared_ptrI9SiMaModelE13SiMaErrorCodeEEE>code classdocutils literal notranslate>span classpre>runAsynchronous()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi11closeDeviceEKNSt10shared_ptrI10SiMaDeviceEE>code classdocutils literal notranslate>span classpre>closeDevice()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi11resetDeviceEKNSt10shared_ptrI10SiMaDeviceEE>code classdocutils literal notranslate>span classpre>resetDevice()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi3logEKNSt10shared_ptrI10SiMaDeviceEEK12SiMaLogLevelPKcKiPKcPKcz>code classdocutils literal notranslate>span classpre>log()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi16getLastErrorCodeEv>code classdocutils literal notranslate>span classpre>getLastErrorCode()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi25setMaxOutstandingRequestsEK10shared_ptrI10SiMaDeviceE8uint32_t>code classdocutils literal notranslate>span classpre>setMaxOutstandingRequests()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi25getMaxOutstandingRequestsEK10shared_ptrI10SiMaDeviceEP8uint32_t>code classdocutils literal notranslate>span classpre>getMaxOutstandingRequests()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/cpp_api_references.html#_CPPv4N6simaai12SimaMlsocApi17setRequestTimeoutEK10shared_ptrI10SiMaDeviceE8uint32_t>code 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classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4NK17BaseSiMaErrorCode7isErrorEv>code classdocutils literal notranslate>span classpre>isError()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4NK17BaseSiMaErrorCode5cloneEv>code classdocutils literal notranslate>span classpre>clone()/span>/code>/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv428SiMaCoProcessingAPIErrorCode>code classdocutils literal notranslate>span classpre>SiMaCoProcessingAPIErrorCode/span>/code>/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4N28SiMaCoProcessingAPIErrorCode9ErrorCodeE>code classdocutils literal notranslate>span classpre>ErrorCode/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4IDpEN28SiMaCoProcessingAPIErrorCode28SiMaCoProcessingAPIErrorCodeERK9ErrorCodeDp4Args>code classdocutils literal notranslate>span classpre>SiMaCoProcessingAPIErrorCode()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4N28SiMaCoProcessingAPIErrorCode28SiMaCoProcessingAPIErrorCodeERK28SiMaCoProcessingAPIErrorCode>code classdocutils literal notranslate>span classpre>SiMaCoProcessingAPIErrorCode()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4N28SiMaCoProcessingAPIErrorCodeD0Ev>code classdocutils literal notranslate>span classpre>~SiMaCoProcessingAPIErrorCode()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4NK28SiMaCoProcessingAPIErrorCode7getCodeEv>code classdocutils literal notranslate>span classpre>getCode()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4NK28SiMaCoProcessingAPIErrorCode7getTypeEv>code classdocutils literal notranslate>span classpre>getType()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4NK28SiMaCoProcessingAPIErrorCode7isErrorEv>code classdocutils literal notranslate>span classpre>isError()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4NK28SiMaCoProcessingAPIErrorCode8ToStringEv>code classdocutils literal notranslate>span classpre>ToString()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4NK28SiMaCoProcessingAPIErrorCode5cloneEv>code classdocutils literal notranslate>span classpre>clone()/span>/code>/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv47SiMaLog>code classdocutils literal notranslate>span classpre>SiMaLog/span>/code>/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4N7SiMaLog7SiMaLogERK7SiMaLog>code classdocutils literal notranslate>span classpre>SiMaLog()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4N7SiMaLogaSERK7SiMaLog>code classdocutils literal notranslate>span classpre>operator()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4IDpEN7SiMaLog3logEv12SiMaLogLevelDp4Args>code classdocutils literal notranslate>span classpre>log()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4NK7SiMaLog14getLogFilePathEv>code classdocutils literal notranslate>span classpre>getLogFilePath()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/pcie_host_apis/co_processing_api_references.html#_CPPv4N7SiMaLog11getInstanceERKNSt6stringE6size_ti>code classdocutils literal notranslate>span classpre>getInstance()/span>/code>/a>/li>/ul>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/api_reference/pcie_host_apis/python/python_apis.html>Python API/a>ul>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/sima_host/index.html>sima_host/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_host/index.html#attributes>Attributes/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_host/index.html#classes>Classes/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_host/index.html#functions>Functions/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_host/index.html#module-contents>Module Contents/a>/li>/ul>/li>/ul>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/api_reference/model_sdk.html>ModelSDK APIs/a>ul>li classtoctree-l2>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/model/index.html>afe.apis.model/a>ul>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/model/index.html#classes>Classes/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/model/index.html#module-contents>Module Contents/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/model/index.html#afe.apis.model.Model>code classdocutils literal notranslate>span classpre>Model/span>/code>/a>/li>/ul>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/loaded_net/index.html>afe.apis.loaded_net/a>ul>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/loaded_net/index.html#attributes>Attributes/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/loaded_net/index.html#classes>Classes/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/loaded_net/index.html#functions>Functions/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/loaded_net/index.html#module-contents>Module Contents/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/loaded_net/index.html#afe.apis.loaded_net.GroundTruth>code classdocutils literal notranslate>span classpre>GroundTruth/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/loaded_net/index.html#afe.apis.loaded_net.LoadedNet>code classdocutils literal notranslate>span classpre>LoadedNet/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/loaded_net/index.html#afe.apis.loaded_net.load_model>code classdocutils literal notranslate>span classpre>load_model()/span>/code>/a>/li>/ul>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/api_reference/python-autoapi/afe/load/index.html>afe.load/a>ul>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/afe/load/index.html#submodules>Submodules/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/load/importers/index.html>afe.load.importers/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/load/loader/index.html>afe.load.loader/a>/li>/ul>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html>afe.apis.defines/a>ul>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#attributes>Attributes/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#classes>Classes/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#functions>Functions/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#module-contents>Module Contents/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.InputValues>code classdocutils literal notranslate>span classpre>InputValues/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.gen1_target>code classdocutils literal notranslate>span classpre>gen1_target/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.gen2_target>code classdocutils literal notranslate>span classpre>gen2_target/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.ExceptionFuncType>code classdocutils literal notranslate>span classpre>ExceptionFuncType/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.ColorSpaceStandard>code classdocutils literal notranslate>span classpre>ColorSpaceStandard/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.BT_COLOR_COEFF>code classdocutils literal notranslate>span classpre>BT_COLOR_COEFF/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.YUV2RGB_FULL_RANGE_CONSTANTS>code classdocutils literal notranslate>span classpre>YUV2RGB_FULL_RANGE_CONSTANTS/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.ColorConversion>code classdocutils literal notranslate>span classpre>ColorConversion/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.ChromaSampling>code classdocutils literal notranslate>span classpre>ChromaSampling/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.ResizeMethod>code classdocutils literal notranslate>span classpre>ResizeMethod/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.ResizeDepositLocation>code classdocutils literal notranslate>span classpre>ResizeDepositLocation/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.CalibrationMethod>code classdocutils literal notranslate>span classpre>CalibrationMethod/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.MinMaxMethod>code classdocutils literal notranslate>span classpre>MinMaxMethod/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.HistogramMSEMethod>code classdocutils literal notranslate>span classpre>HistogramMSEMethod/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.MovingAverageMinMaxMethod>code classdocutils literal notranslate>span classpre>MovingAverageMinMaxMethod/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.HistogramEntropyMethod>code classdocutils literal notranslate>span classpre>HistogramEntropyMethod/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.HistogramPercentileMethod>code classdocutils literal notranslate>span classpre>HistogramPercentileMethod/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.default_calibration>code classdocutils literal notranslate>span classpre>default_calibration()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.QuantizationScheme>code classdocutils literal notranslate>span classpre>QuantizationScheme/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.quantization_scheme>code classdocutils literal notranslate>span classpre>quantization_scheme()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.bfloat16_scheme>code classdocutils literal notranslate>span classpre>bfloat16_scheme()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.QuantizationParams>code classdocutils literal notranslate>span classpre>QuantizationParams/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.default_quantization>code classdocutils literal notranslate>span classpre>default_quantization/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/afe/apis/defines/index.html#afe.apis.defines.int16_quantization>code classdocutils literal notranslate>span classpre>int16_quantization/span>/code>/a>/li>/ul>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html>sima_qat.qat_api/a>ul>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html#attributes>Attributes/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html#classes>Classes/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html#functions>Functions/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html#module-contents>Module Contents/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html#sima_qat.qat_api.device_modifier_ops>code classdocutils literal notranslate>span classpre>device_modifier_ops/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html#sima_qat.qat_api.sima_prepare_qat_model>code classdocutils literal notranslate>span classpre>sima_prepare_qat_model()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html#sima_qat.qat_api.sima_finalize_qat_model>code classdocutils literal notranslate>span classpre>sima_finalize_qat_model()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html#sima_qat.qat_api.sima_export_onnx>code classdocutils literal notranslate>span classpre>sima_export_onnx()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html#sima_qat.qat_api.SimaQatWrapper>code classdocutils literal notranslate>span classpre>SimaQatWrapper/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html#sima_qat.qat_api.check_graph_nodes>code classdocutils literal notranslate>span classpre>check_graph_nodes()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html#sima_qat.qat_api.replace_dropout>code classdocutils literal notranslate>span classpre>replace_dropout()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_qat/qat_api/index.html#sima_qat.qat_api.replace_batchnorm>code classdocutils literal notranslate>span classpre>replace_batchnorm()/span>/code>/a>/li>/ul>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/index.html>sima_utils.transformer/a>ul>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/index.html#submodules>Submodules/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/default_llm_config/index.html>sima_utils.transformer.default_llm_config/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/default_vision_config/index.html>sima_utils.transformer.default_vision_config/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/devkit/index.html>sima_utils.transformer.devkit/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/gguf_conversion/index.html>sima_utils.transformer.gguf_conversion/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/hf_transformer/index.html>sima_utils.transformer.hf_transformer/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/llm_tokenizer/index.html>sima_utils.transformer.llm_tokenizer/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/model/index.html>sima_utils.transformer.model/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/onnx_builder/index.html>sima_utils.transformer.onnx_builder/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/preproc/index.html>sima_utils.transformer.preproc/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/prompt_template/index.html>sima_utils.transformer.prompt_template/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/tokenizer/index.html>sima_utils.transformer.tokenizer/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/utils/index.html>sima_utils.transformer.utils/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/vision_preprocessor/index.html>sima_utils.transformer.vision_preprocessor/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/vlm_config/index.html>sima_utils.transformer.vlm_config/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/whisper_config/index.html>sima_utils.transformer.whisper_config/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/index.html#classes>Classes/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/index.html#package-contents>Package Contents/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/index.html#sima_utils.transformer.VlmArchType>code classdocutils literal notranslate>span classpre>VlmArchType/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/index.html#sima_utils.transformer.VlmConfig>code classdocutils literal notranslate>span classpre>VlmConfig/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima_utils/transformer/index.html#sima_utils.transformer.VlmHelper>code classdocutils literal notranslate>span classpre>VlmHelper/span>/code>/a>/li>/ul>/li>/ul>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/api_reference/peppi.html>PePPi APIs/a>ul>li classtoctree-l2>a classreference internal hrefpages/api_reference/python-autoapi/sima/index.html>sima/a>ul>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/sima/index.html#submodules>Submodules/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima/gst_utils/index.html>sima.gst_utils/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima/mini_pipeline_base/index.html>sima.mini_pipeline_base/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima/operations/index.html>sima.operations/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima/video_reader/index.html>sima.video_reader/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/sima/index.html#classes>Classes/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/sima/index.html#functions>Functions/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/python-autoapi/sima/index.html#package-contents>Package Contents/a>ul>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima/index.html#sima.resize>code classdocutils literal notranslate>span classpre>resize()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima/index.html#sima.cvtColor>code classdocutils literal notranslate>span classpre>cvtColor()/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima/index.html#sima.SimaBoxRender>code classdocutils literal notranslate>span classpre>SimaBoxRender/span>/code>/a>/li>li classtoctree-l4>a classreference internal hrefpages/api_reference/python-autoapi/sima/index.html#sima.set_log_level>code classdocutils literal notranslate>span classpre>set_log_level()/span>/code>/a>/li>li classtoctree-l4>a classreference internal 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classreference internal hrefpages/api_reference/gst-plugins/simaaisrc.html#properties>Properties/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/gst-plugins/simaaisrc.html#usage>Usage/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/gst-plugins/simaaisrc.html#installation>Installation/a>/li>li classtoctree-l3>a classreference internal hrefpages/api_reference/gst-plugins/simaaisrc.html#integrating-into-a-gstreamer-pipeline>Integrating into a GStreamer Pipeline/a>/li>/ul>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/cvu/main.html>CVU Graphs Library/a>ul>li classtoctree-l2>a classreference internal hrefpages/cvu/cvu_graphs/main.html>CVU Graphs/a>ul>li classtoctree-l3>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_0_sima_colorconvert.html>SIMA_COLORCONVERT/a>ul>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_0_sima_colorconvert.html#description>Description/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_0_sima_colorconvert.html#graph-info>Graph Info/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_0_sima_colorconvert.html#example-config>Example Config/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_0_sima_colorconvert.html#dependent-app>CVU Configuration Application/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_8_sima_resize.html>SIMA_RESIZE/a>ul>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_8_sima_resize.html#description>Description/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_8_sima_resize.html#graph-info>Graph Info/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_8_sima_resize.html#example-config>Example Config/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_8_sima_resize.html#dependent-app>CVU Configuration Application/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_2_sima_tesselate.html>SIMA_TESSELATE/a>ul>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_2_sima_tesselate.html#description>Description/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_2_sima_tesselate.html#graph-info>Graph Info/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_2_sima_tesselate.html#example-config>Example Config/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_2_sima_tesselate.html#dependent-app>CVU Configuration Application/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_200_sima_generic_preproc.html>SIMA_GENERIC_PREPROC/a>ul>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_200_sima_generic_preproc.html#description>Description/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_200_sima_generic_preproc.html#graph-info>Graph Info/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_200_sima_generic_preproc.html#example-config>Example Config/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_200_sima_generic_preproc.html#dependent-app>CVU Configuration Application/a>/li>/ul>/li>li classtoctree-l3>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_201_sima_detess_dequant.html>SIMA_DETESS_DEQUANT/a>ul>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_201_sima_detess_dequant.html#description>Description/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_201_sima_detess_dequant.html#graph-info>Graph Info/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_201_sima_detess_dequant.html#example-config>Example Config/a>/li>li classtoctree-l4>a classreference internal hrefpages/cvu/cvu_graphs/cvu_graph_201_sima_detess_dequant.html#dependent-app>CVU Configuration Application/a>/li>/ul>/li>/ul>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/tech-notes/main.html>Technical Notes/a>ul>li classtoctree-l2>a classreference internal hrefpages/tech-notes/llima-dvt.html>Install LLiMa on Modalix Early Access Kit/a>ul>li classtoctree-l3>a classreference internal hrefpages/tech-notes/llima-dvt.html#prerequisites>Prerequisites/a>/li>li classtoctree-l3>a classreference internal hrefpages/tech-notes/llima-dvt.html#updating-firmware>Updating Firmware/a>/li>li classtoctree-l3>a classreference internal hrefpages/tech-notes/llima-dvt.html#installing-via-sd-card>Installing via SD Card/a>/li>li classtoctree-l3>a classreference internal hrefpages/tech-notes/llima-dvt.html#installing-via-nfs>Installing via NFS/a>/li>li classtoctree-l3>a classreference internal hrefpages/tech-notes/llima-dvt.html#running-the-application>Running the Application/a>/li>/ul>/li>li classtoctree-l2>a classreference internal hrefpages/tech-notes/nfs.html>Setup NFS/a>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/software/main.html>Software Downloads/a>ul>li classtoctree-l2>a classreference internal hrefpages/software/main.html#software-updates>Software Updates/a>/li>li classtoctree-l2>a classreference internal hrefpages/software/main.html#ml-models>ML Models/a>/li>li classtoctree-l2>a classreference internal hrefpages/software/main.html#file-examples>File Examples/a>/li>li classtoctree-l2>a classreference internal hrefpages/software/main.html#aws-sagemaker-blog>AWS SageMaker Blog/a>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/extra-docs/main.html>Reference Documents/a>ul>li classtoctree-l2>a classreference internal hrefpages/extra-docs/main.html#quick-start-guide>Quick Start Guide/a>/li>li classtoctree-l2>a classreference internal hrefpages/extra-docs/main.html#product-briefs>Product Briefs/a>/li>li classtoctree-l2>a classreference internal hrefpages/extra-docs/main.html#market-briefs>Market Briefs/a>/li>li classtoctree-l2>a classreference internal hrefpages/extra-docs/main.html#device-datasheets>Device Datasheets/a>/li>li classtoctree-l2>a classreference internal hrefpages/extra-docs/main.html#hardware-reference-manuals>Hardware Reference Manuals/a>/li>/ul>/li>/ul>p classcaption roleheading>span classcaption-text>Release Notes/span>/p>ul>li classtoctree-l1>a classreference internal hrefpages/release_notes/1.7.html>Palette SDK version 1.7/a>ul>li classtoctree-l2>a classreference internal hrefpages/release_notes/1.7.html#new-features-and-enhancements>New Features and Enhancements/a>/li>li classtoctree-l2>a classreference internal hrefpages/release_notes/1.7.html#performance-validations>Performance Validations/a>/li>li classtoctree-l2>a classreference internal hrefpages/release_notes/1.7.html#known-issues>Known Issues/a>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/release_notes/1.6.html>Palette SDK version 1.6/a>ul>li classtoctree-l2>a classreference internal hrefpages/release_notes/1.6.html#new-features-and-enhancements>New Features and Enhancements/a>/li>li classtoctree-l2>a classreference internal hrefpages/release_notes/1.6.html#performance-validations>Performance Validations/a>/li>li classtoctree-l2>a classreference internal hrefpages/release_notes/1.6.html#known-issues>Known Issues/a>/li>/ul>/li>li classtoctree-l1>a classreference internal hrefpages/release_notes/1.5.html>Palette SDK Version 1.5/a>ul>li classtoctree-l2>a classreference internal hrefpages/release_notes/1.5.html#new-features-enhancements>New Features & Enhancements/a>/li>li classtoctree-l2>a classreference internal hrefpages/release_notes/1.5.html#performance-validations>Performance Validations/a>/li>li classtoctree-l2>a classreference internal hrefpages/release_notes/1.5.html#bug-fixes>Bug Fixes/a>/li>li classtoctree-l2>a classreference internal hrefpages/release_notes/1.5.html#known-issues>Known Issues/a>/li>/ul>/li>/ul>        /div>      /div>    /nav>    section data-togglewy-nav-shift classwy-nav-content-wrap>nav classwy-nav-top aria-labelMobile navigation menu >          i data-togglewy-nav-top classfa fa-bars>/i>          a href#>Documentation/a>      /nav>      div classwy-nav-content>        div classrst-content>          div rolenavigation aria-labelPage navigation>  ul classwy-breadcrumbs>      li>a href# classicon icon-home aria-labelHome>/a>/li>      li classbreadcrumb-item active>Welcome to SiMa.ai Developer Guide!/li>      li classwy-breadcrumbs-aside>            a href_sources/index.rst.txt relnofollow> View page source/a>      /li>  /ul>  hr/>/div>          div rolemain classdocument itemscopeitemscope itemtypehttp://schema.org/Article>           div itemproparticleBody>               section idwelcome-to-sima-ai-developer-guide>h1>Welcome to SiMa.ai Developer Guide!a classheaderlink href#welcome-to-sima-ai-developer-guide titleLink to this heading>/a>/h1>p>SiMa’s software development offering centers around a a classreference external hrefhttps://gstreamer.freedesktop.org/features/>GStreamer/a> pipeline that can be defined, packaged, and deployed to the SiMa MLA for accelerated inferencing./p>p>a classreference internal href_images/software-ecosystem.png>img altSoftware Ecosystem Diagram classalign-middle src_images/software-ecosystem.png stylewidth: 80%; />/a>/p>p>At the heart of this ecosystem is a classreference internal hrefpages/palette/main.html#palette-cli>span classstd std-ref>Palette/span>/a>, a containerized development environment that serves as the backbone of the SDK. a classreference internal hrefpages/palette/main.html#palette-cli>span classstd std-ref>Palette/span>/a> provides powerful tools likea classreference internal hrefpages/palette/modelsdk.html#modelsdk>span classstd std-ref>ModelSDK/span>/a> for model quantization, testing, and compilation, the MLA Compiler for optimization, a classreference internal hrefpages/model-sdk/model_graph_surgery.html#model-graph-surgery>span classstd std-ref>Graph Surgery tools/span>/a> for model adaptation and thea classreference internal hrefpages/palette/mpk_tools.html#mpk-tool>span classstd std-ref>MPK Tool/span>/a> for packaging and deploying applications. Developers can use Palette independently to build and manage pipelines locally, making it the foundation of SiMa’s development ecosystem.For rapid development, a classreference internal hrefpages/peppi/main.html#peppi>span classstd std-ref>PePPi/span>/a> Python tool abstracts development complexities, allowing developers to focus on experimentation./p>p>To simplify the process further, a classreference internal hrefpages/edgematic/main.html#edgematic>span classstd std-ref>Edgematic/span>/a> offers a low-code, web-based platform with a visual pipeline interface for cloud-based evaluation, benchmarking, and performance optimization.With Edgematic, customers can explore and evaluate SiMa’s capabilities without the need to purchase or set up hardware, making it easier to get started. By providing an intuitiveinterface for faster iteration, a classreference internal hrefpages/edgematic/main.html#edgematic>span classstd std-ref>Edgematic/span>/a> complements a classreference internal hrefpages/palette/main.html#palette-cli>span classstd std-ref>Palette/span>/a>, offering a seamless development experience from evaluation to deployment./p>p>Together, a classreference internal hrefpages/palette/main.html#palette-cli>span classstd std-ref>Palette/span>/a> and a classreference internal hrefpages/edgematic/main.html#edgematic>span classstd std-ref>Edgematic/span>/a> deliver a flexible and scalable development experience, enabling developers to choose between comprehensive workflows or fasteriterations, regardless of the a classreference internal hrefpages/overview/target_architectures.html#target-architecture>span classstd std-ref>target system architecture/span>/a>./p>div classtoctree-wrapper compound>/div>div classtoctree-wrapper compound>/div>div classtoctree-wrapper compound>/div>div classtoctree-wrapper compound>/div>div classtoctree-wrapper compound>/div>div classtoctree-wrapper compound>/div>/section>           /div>          /div>          footer>div classrst-footer-buttons rolenavigation aria-labelFooter>        a hrefpages/overview/target_architectures.html classbtn btn-neutral float-right titleSystem Architectures accesskeyn relnext>Next span classfa fa-arrow-circle-right aria-hiddentrue>/span>/a>    /div>  hr/>  div rolecontentinfo>    p>© Copyright 2025, SiMa Technologies./p>  /div>  Built with a hrefhttps://www.sphinx-doc.org/>Sphinx/a> using a    a hrefhttps://github.com/readthedocs/sphinx_rtd_theme>theme/a>    provided by a hrefhttps://readthedocs.org>Read the Docs/a>.   /footer>        /div>      /div>    /section>  /div>  div classrst-versions data-togglerst-versions rolenote aria-labelversions>  span classrst-current-version data-togglerst-current-version>    span classfa fa-book> Other Versions/span>    v: latest    span classfa fa-caret-down>/span>  /span>  div classrst-other-versions>    dl>      dt>Tags/dt>      dd>a href/v1.5.0/index.html>v1.5.0/a>/dd>      dd>a href/v1.6.0/index.html>v1.6.0/a>/dd>      dd>a href/v1.4.0/index.html>v1.4.0/a>/dd>      dd>a href/latest/index.html>latest/a>/dd>    /dl>  /div> /div>script>      jQuery(function () {          SphinxRtdTheme.Navigation.enable(true);      });  /script> /body>/html>

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