Tutorials & Demos

Get the most out of Deci’s platform. From webinars to guides, discover how you can deliver production-grade deep learning models faster than ever, with outstanding performance, and reduced cost-to-serve.

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    • Video

    Webinar: How to Select the Right CNN Architecture for Your Application

    Take a deep dive into the intricate but critical stage of selecting convolutional neural network (CNN) architectures.

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    AMA: How to Productize Deep Learning Models

    Learn best practices for productizing your deep learning models, and successfully deploying them to production.

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    GTC Talk: An End-to-End Walkthrough for Deploying Deep Learning Models on Jetson

    Watch this technical session packed with practical tips and tricks from model selection & training tools to running successful inference at the edge.

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    GTC Talk: How to Improve Model Efficiency with Hardware Aware Neural Architecture Search

    Learn about the evolution of NAS technology and recent advances that are making NAS viable for industry applications and commercial usage.

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    Webinar: How to Benchmark and Optimize Runtime Performance on Jetson

    Want to get the most out of your NVIDIA Jetson devices? Watch this practical hands-on session that demonstrates a simple and easy process for benchmarking and optimizing your deep learning models for Jetson Nano and Xavier NX.

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    Webinar: Engineering Best Practices for DL Deployment on NVIDIA Jetson Devices

    Get tips for overcoming any deployment hurdles and achieving your performance targets on NVIDIA Jetson devices.

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    [Webinar] SuperGradients: The New Open-Source Python Library for CV Models

    SuperGradients is a free open-source library for training computer vision models based on PyTorch. Watch now to learn how to get started.

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    Webinar: Can You Achieve GPU Performance When Running CNNs on a CPU?

    Know how to maximize CPU compute power, enabling you to deploy larger models and implement new use cases on existing hardware.

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    Webinar: How to Leverage Neural Architecture Search to Optimize Your Models

    Neural Architecture Search (NAS) can generate neural networks that meet production constraints. Fill up the form to watch the webinar.

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    Tutorial: How to Convert a PyTorch Model to ONNX in 5 Minutes

    Using the`torch.onnx.export` function, learn how to convert a PyTorch model into an ONNX format. It only takes less than 5 minutes!

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    Webinar: How to Accelerate and Deploy YOLOv5 in 15 Minutes

    A hands-on webinar where you'll learn a simple and fast way to accelerate and deploy a YOLOv5 model (or any other deep learning model) in less than 15 minutes.

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    Deci Platform Tutorial: How to Use Infery, a Python Runtime Engine

    Infery lets you run inference locally or on edge devices with only 3 simple commands. Here's how to use it.

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    Deci Platform Tutorial: How to Optimize a Model

    Our product manager, Amir Servi, walks you through the process of optimizing a model in Deci's platform.

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    Deci Platform Tutorial: How to Add a New Model

    It only takes 2 minutes to add a new model to Deci's Deep Learning Development Platform.

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    Webinar: How to Deploy Deep Learning Models to Production

    Learn about the best practices for maximizing both resource utilization and performance of deep learning models in production.

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    Webinar: How to Find the Correct Deep Learning Model for Your Task

    Finding the correct deep learning model is important to reduce cost, enable edge AI, and improve UX. But how do you choose the right one?

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    GTC Talk: The Challenges in Hardware-Aware Inference Optimization in Deep Learning

    The increasing size of modern deep neural models makes it harder to meet cost-effective inference performance requirements without hardware-aware optimization.

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    Webinar: Accelerate ResNet-50 Inference by Up to 5X with the Click of a Button

    Our product manager demonstrates how to optimize inference of a ResNet-50 model by 5X and deploy it seamlessly to production.

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    Demo: Deci Deep Learning Acceleration Platform

    Together with our VP of AI, this demo takes you through a 10-min overview of the Deci Platform capabilities.

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    Deep Learning Models