Exafunction vs. ONNX Comparison


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About Exafunction optimizes your deep learning inference workload, delivering up to a 10x improvement in resource utilization and cost. Focus on building your deep learning application, not on managing clusters and fine-tuning performance. In most deep learning applications, CPU, I/O, and network bottlenecks lead to poor utilization of GPU hardware. Exafunction moves any GPU code to highly utilized remote resources, even spot instances. Your core logic remains an inexpensive CPU instance. Exafunction is battle-tested on applications like large-scale autonomous vehicle simulation. These workloads have complex custom models, require numerical reproducibility, and use thousands of GPUs concurrently. Exafunction supports models from major deep learning frameworks and inference runtimes. Models and dependencies like custom operators are versioned so you can always be confident you’re getting the right results.	About ONNX defines a common set of operators - the building blocks of machine learning and deep learning models - and a common file format to enable AI developers to use models with a variety of frameworks, tools, runtimes, and compilers. Develop in your preferred framework without worrying about downstream inferencing implications. ONNX enables you to use your preferred framework with your chosen inference engine. ONNX makes it easier to access hardware optimizations. Use ONNX-compatible runtimes and libraries designed to maximize performance across hardware. Our active community thrives under our open governance structure, which provides transparency and inclusion. We encourage you to engage and contribute.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Enterprises searching for a solution to optimize their deep learning inference workload	Audience Individuals wanting an advanced Machine Learning solution
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Exafunction exafunction.com	Company Information ONNX onnx.ai/
Alternatives IBM Watson Machine Learning Accelerator IBM	Alternatives ExecuTorch
DeepCube	OpenVINO Intel
AWS EC2 Trn3 Instances Amazon	NVIDIA Triton Inference Server NVIDIA
Together AI	Azure Machine Learning Microsoft
AWS Inferentia Amazon View All	Qualcomm Cloud AI SDK Qualcomm View All
Categories AI Inference Supported Deep Learning Supported	Categories AI Inference Supported Machine Learning Supported ML Model Deployment Supported

Integrations Azure SQL Edge Not Supported Cirrascale Not Supported Flyte Not Supported Groq Not Supported Higson Not Supported Intel Open Edge Platform Not Supported LaunchX Not Supported ML.NET Not Supported OpenVINO Not Supported PyTorch Supported Qualcomm AI Hub Not Supported Qualcomm Cloud AI SDK Not Supported SiMa Not Supported TensorFlow Supported Show More Integrations View All 2 Integrations	Integrations Azure SQL Edge Supported Cirrascale Supported Flyte Supported Groq Supported Higson Supported Intel Open Edge Platform Supported LaunchX Supported ML.NET Supported OpenVINO Supported PyTorch Not Supported Qualcomm AI Hub Supported Qualcomm Cloud AI SDK Supported SiMa Supported TensorFlow Not Supported Show More Integrations View All 12 Integrations
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