SAMPL

The University of Washington's SAMPL research group

Seattle, Washington

Pinned Repositories

dtr
Dynamic Tensor Rematerialization
6 10 40
dtr-prototype
Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616
Language:Python133 12 418
lastlayer
Towards Hardware and Software Continuous Integration
Language:Rust13 6 02
nexus
Language:C++83 6 523
paper-agents
Language:Python13 8 00
relay-aot
An experimental ahead of time compiler for Relay.
Language:Python50 11 48
relay-bench
A repository containing examples and benchmarks for Relay.
Language:Python7 9 65
SparseTIR
SparseTIR: Sparse Tensor Compiler for Deep Learning
Language:Python135 5 7114
sparsetir-artifact
Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"
Language:Python24 1 126
tutorial
A self-contained version of the tutorial which can be easily cloned and viewed by others.
Language:Jupyter Notebook24 10 414

SAMPL's Repositories

uwsampl/SparseTIR
SparseTIR: Sparse Tensor Compiler for Deep Learning
Language:Python135 5 7114
uwsampl/dtr-prototype
Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616
Language:Python133 12 418
uwsampl/nexus
Language:C++83 6 523
uwsampl/sparsetir-artifact
Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"
Language:Python24 1 126
uwsampl/paper-agents
Language:Python13 8 00
uwsampl/relay-bench
A repository containing examples and benchmarks for Relay.
Language:Python7 9 65
uwsampl/pytorch
Dynamic tensor rematerialization, implemented as a pytorch fork
Language:C++6 8 122
uwsampl/uwsampl.github.io
The UW SAMPL group's website.
Language:HTML4 12 920
uwsampl/egraphs-ai-experiments
Language:Rust3 7 0
uwsampl/3la-ir-example
Example showing the different stages of Relay and TVM IR for a single program.
Language:Python2 5 01
uwsampl/3la-evaluation
Language:Python1 7 91
uwsampl/3la-tvm
Fork of TVM for 3LA BYOC extensions
Language:Python1 6 0
uwsampl/gpt-fast
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
1
uwsampl/verilator-unisims
This is mainly a simulation library of xilinx primitives that are verilator compatible.
Language:Verilog1 0 02
uwsampl/yosys
Yosys Open SYnthesis Suite
Language:C++1 0 31
uwsampl/2023-05-03-yosys-lakeroad-demo
Demo of Yosys+Lakeroad integration for Yosys team.
Language:Dockerfile5 0
uwsampl/calyx
Intermediate Language (IL) for Hardware Accelerator Generators
Language:Rust0 0
uwsampl/calyx-evaluation
Language:Jupyter Notebook0 0
uwsampl/churchroad-web-demo
Language:Rust0 0
uwsampl/circt
Circuit IR Compilers and Tools
Language:C++0 0
uwsampl/dahlia
Time-sensitive affine types for predictable hardware generation
Language:Scala0 0
uwsampl/f4pga-arch-defs
FOSS architecture definitions of FPGA hardware useful for doing PnR device generation.
Language:Jupyter Notebook0 0
uwsampl/FlexGen
Running large language models on a single GPU for throughput-oriented scenarios.
Language:Python0 0
uwsampl/LLMTest_NeedleInAHaystack
Doing simple retrieval from LLM models at various context lengths to measure accuracy
Language:Jupyter Notebook0 0
uwsampl/marius
Large scale graph learning on a single machine.
Language:C++0 0
uwsampl/skywater-pdk-libs-sky130_fd_sc_hd
Language:Verilog0 0
uwsampl/SOFA
SOFA (Skywater Opensource FPGAs) based on Skywater 130nm PDK and OpenFPGA
Language:Verilog0 0
uwsampl/tvm-custom-datatypes-notebook-example
Language:Jupyter Notebook6 01
uwsampl/vidur
A large-scale simulation framework for LLM inference
uwsampl/yarn
YaRN: Efficient Context Window Extension of Large Language Models
Language:Python0 0