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SAMPL's Projects

3la-ir-example icon 3la-ir-example

Example showing the different stages of Relay and TVM IR for a single program.

3la-tvm icon 3la-tvm

Fork of TVM for 3LA BYOC extensions

calyx icon calyx

Intermediate Language (IL) for Hardware Accelerator Generators

circt icon circt

Circuit IR Compilers and Tools

dahlia icon dahlia

Time-sensitive affine types for predictable hardware generation

dtr icon dtr

Dynamic Tensor Rematerialization

dtr-prototype icon dtr-prototype

Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616

f4pga-arch-defs icon f4pga-arch-defs

FOSS architecture definitions of FPGA hardware useful for doing PnR device generation.

flexgen icon flexgen

Running large language models on a single GPU for throughput-oriented scenarios.

lakeroad icon lakeroad

FPGA synthesis tool powered by program synthesis

lastlayer icon lastlayer

Towards Hardware and Software Continuous Integration

libposit icon libposit

A library for working with the posit number type.

marius icon marius

Large scale graph learning on a single machine.

ps-lite icon ps-lite

A lightweight parameter server interface

pytorch icon pytorch

Dynamic tensor rematerialization, implemented as a pytorch fork

pytorch-playground icon pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

relay-aot icon relay-aot

An experimental ahead of time compiler for Relay.

relay-bench icon relay-bench

A repository containing examples and benchmarks for Relay.

sofa icon sofa

SOFA (Skywater Opensource FPGAs) based on Skywater 130nm PDK and OpenFPGA

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