Get more from your ML models

Get more from your ML models

OctoML accelerates your machine learning model performance automatically, enabling seamless deployment while maintaining accuracy.

Get more from your ML models

OctoML works seamlessly across common ML frameworks and hardware backends

Glow
Keras
MXNet
PyTorch
TensorFlow
Theano
ONNX
CoreML
DL4J
Caffe2
Glow
Keras
MXNet
PyTorch
TensorFlow
Theano
ONNX
CoreML
DL4J
Caffe2
Glow
Keras
MXNet
PyTorch
TensorFlow
Theano
ONNX
CoreML
DL4J
Caffe2
Arm
MIPS
Nvidia Cuda
AMD
Apple
Qualcomm
Android
Intel
RPi
AWS
GCP
Azure
Arm
MIPS
Nvidia Cuda
AMD
Apple
Qualcomm
Android
Intel
RPi
AWS
GCP
Azure
Arm
MIPS
Nvidia Cuda
AMD
Apple
Qualcomm
Android
Intel
RPi
AWS
GCP
Azure

Performance acceleration platform

Machine learning made fast, automated, and adaptive.

Machine learning made fast, automated, and adaptive.
Manual and Tedious

90% of ML models don't make it to production. The remaining 10% take months to deploy — plagued by manual optimizations and benchmarking, labor-intensive packaging, and a lack of modern CI/CD integrations.

Fast and Seamless

OctoML takes the pain out of getting models to production by automatically maximizing model performance on any hardware and across common ML frameworks like Pytorch, TensorFlow and ONNX serialized models.

Accelerate performance

Automatic optimization

We go beyond achieving one-off SoTA results and deliver tangible results that improve performance by up to 30x without sacrificing accuracy.

Automatic  optimization

Greater visibility

Comprehensive benchmarking

We compile and benchmark against your original model and similar public models available on model zoos. Easily compare the performance of a model across various cloud CPU and GPU instance types.

Comprehensive benchmarking

Production-ready

Seamless packaging

Your model is seamlessly packaged to deploy in the edge and cloud environment. Flexible packaging formats such as Python wheel shared library with C API, serverless cloud tarball, and more.

Seamless packaging

Why OctoML?

Deploy your models in hours, not months.

Future-proofed
Future-proofed

Built on open-source framework Apache TVM, OctoML offers immediate access to the most current and innovative optimization techniques.

Broad interoperability
Broad interoperability

Built for engineers, OctoML can optimize inference for specific hardware targets.

Deployment ready
Deployment ready

OctoML is pre-configured to run effectively out-of-the-box so you can deploy to production with a couple of lines of code.

Our blog

Read more about our ML science at work

Maximize performance. Simplify deployment.

Ready to get started?