Josh Fromm (jwfromm)

jwfromm

Geek Repo

Company:Meta

Location:Portland

Home Page:jwfromm.com

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octoml

Josh Fromm's repositories

Riptide

Simple Training and Deployment of Fast End-to-End Binary Networks

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BinOps

Binary Ops for Tensorflow, CNTK, and Keras

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tvm

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

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numpy_dlpack

Example showing how to convert between Numpy and TVM's NDArray without copies.

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larq

An Open-Source Library for Training Binarized Neural Networks

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keras-onnx

Convert tf.keras/Keras models to ONNX

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onnxconverter-common

Common utilities for ONNX converters

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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Bus_Pirate

Community driven firmware and hardware for Bus Pirate

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CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

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dlpack

RFC for common in-memory tensor structure and operator interface for deep learning system

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FBGEMM

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

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Halide

a language for fast, portable data-parallel computation

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jwfromm_resume

LaTex file of my personal resume.

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models

Models built with TensorFlow

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netron

Visualizer for neural network, deep learning and machine learning models

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Neural-Tree

Tensorflow implementation of a Tree

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octoai-cartoonizer

Cartoonizer demo for OctoAI launch

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onnx

Open standard for machine learning interoperability

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relax

Temp repo for prototyping relax(relay next), the effort will be upstreamed. We use the wiki pages on this repo to host design docs.

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soft-decision-tree

pytorch implementation of "Distilling a Neural Network Into a Soft Decision Tree"

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tensorflow

Computation using data flow graphs for scalable machine learning

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triton

Development repository for the Triton language and compiler

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unity_flow

A set of utilities to make it easier to use TVM Unity end to end.

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uwsampl.github.io

The UW SAMPL group's website.

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web-llm

Bringing large-language models and chat to web browsers. Everything runs inside the browser with no server support.

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zoo

Reference implementations of popular Binarized Neural Networks

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zookeeper

A small library for managing deep learning models, hyperparameters and datasets

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