OctoAI (octoml)

OctoAI

octoml

Geek Repo

Optimizing machine learning using machine learning

Location:Seattle

Home Page:octo.ai

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OctoAI's repositories

Apple-M1-BERT

3X speedup over Apple’s TensorFlow plugin by using Apache TVM on M1

synr

A library for syntactically rewriting Python programs, pronounced (sinner).

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deformable-attention-kernel

TVMScript kernel for deformable attention

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public-tvm-docker

Build TVM docker image for production compilation deployments

tvm-build

A library for building TVM programmatically.

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mlops

CK MLOps components

octoml-examples

A collection of test models for the OctoML AI acceleration service

cm-mlops

Collective Mind repository with unified automations to automatically co-design, optimize and deploy intelligent and Pareto-efficient systems across continuously changing software and hardware stacks.

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mlperf-loadgen-harness

A simple Python harness to run an ONNX model in various concurrency and replication configurations against MLCommon's LoadGen to measure throughput.

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mlcommons-inference

Fork of MLCommons inference repository to test TVM integration

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onnx-golive

ONNX Runtime(ORT) Go Live, is a python package that automates the process of accelerating models with ONNX Runtime(ORT). It contains two parts including model conversion to ONNX with correctness checking and auto performance tuning with ORT. Users can run these two together through a single pipeline or run them independently as needed.

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onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

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venv

CK virtual environment

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octoml-helm-charts

Repository for OctoML-affiliated Helm Charts

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ariel

A library for interfacing with Triton.

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ci-terraform

Terraform configuration for TVM Jenkins Infrastructure

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cocoapi

COCO API - Dataset @ http://cocodataset.org/

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collage-core

Open deep learning compiler stack for cpu, gpu and specialized accelerators

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grpc-web-client

gRPC-Web client in Rust

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lacework-agent-ansible-role

An Ansible Role to install the Lacework Datacollector Agent

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onnx-pb-rs

Protobuf definitions for onnx models

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opentelemetry-datadog

DataDog integration with the OpenTelemetry crate, copied and adapted from opentelemetry-contrib https://github.com/open-telemetry/opentelemetry-rust/tree/master/opentelemetry-contrib.

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relay-to-js

A translator from a serialized relay graph layout into a structured graph object in JavaScript/TypeScript

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terraform-google-container-vm

This module simplifies deploying containers on GCE instances.

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terraform-google-sql-db

Modular Cloud SQL database instance for Terraform.

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terraform-google-vpn

A Terraform Module for setting up Google Cloud VPN

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training

Reference implementations of MLPerf™ training benchmarks

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