data scientists

Bring your models to life with speed and accuracy

You worked hard on that model. OctoML can help you get it to the finish line.

Bring your models to life with speed and accuracy

Deploy with ease

OctoML uses the latest optimization techniques to shrink model size, reduce latency, and maintain accuracy, making it easier and faster to deploy cutting edge models to production.

Deploy with ease

Compatible across deep learning frameworks

Create your model in any framework — including TensorFlow, PyTorch, Keras, MXNet, CoreML and ONNX — and switch between frameworks to maximize your productivity.

Compatible across deep learning frameworks

Deploy on the cloud, hardware, or edge

Run your model across diverse hardware targets from server-class GPUs and CPUs to specialized accelerators (FPGAs, ASICs), mobile phones, IoT and edge devices.

Deploy on the cloud, hardware, or edge

Our blog

Read more about our ML science at work

In the cloud — Sparsity on GPUs provides 5X speedup

Jan 15, 2021

In the cloud — Sparsity on GPUs provides 5X speedup

As AI models get larger, the importance of each weight for a typical inferencing decreases...

Unlocking 10x Performance Improvements on Computer Vision Models

Nov 5, 2020

Unlocking 10x Performance Improvements on Computer Vision Models

At OctoML, we love working with teams that are changing our world through the application and productization of deep learning models.

Amplify ML Hardware Design Productivity with TVM-driven Hardware Simulation

Dec 4, 2020

Amplify ML Hardware Design Productivity with TVM-driven Hardware Simulation

Machine learning (ML) has spurred tremendous innovation in CPU, GPUs and NPUs.

In the cloud — Sparsity on GPUs provides 5X speedup

Jan 15, 2021

In the cloud — Sparsity on GPUs provides 5X speedup

As AI models get larger, the importance of each weight for a typical inferencing decreases...

Unlocking 10x Performance Improvements on Computer Vision Models

Nov 5, 2020

Unlocking 10x Performance Improvements on Computer Vision Models

At OctoML, we love working with teams that are changing our world through the application and productization of deep learning models.

Amplify ML Hardware Design Productivity with TVM-driven Hardware Simulation

Dec 4, 2020

Amplify ML Hardware Design Productivity with TVM-driven Hardware Simulation

Machine learning (ML) has spurred tremendous innovation in CPU, GPUs and NPUs.

We simplify the hardest parts of ML deployment

Faster machine learning everywhere

Maximize Performance

Maximize Performance

Get up to a 30x performance boost.

Comprehensive benchmarking

Comprehensive benchmarking

Benchmarking that raises the bar.

Flexible Deployment

Flexible Deployment

Deploy in hours, not months.

Apache TVM

Apache TVM

The open-source backbone of OctoML.

Maximize performance. Simplify deployment.

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