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Search results for autotuning
autotuning
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25 search results found
Neural Compressor
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1,773
SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
Awesome Machine Learning In Compilers
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1,239
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
Bpftune
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594
bpftune uses BPF to auto-tune Linux systems
Kernel_tuner
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236
Kernel Tuner
Kernel Ml
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158
Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
Cltune
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148
CLTune: An automatic OpenCL & CUDA kernel tuner
Mlos
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118
MLOS is a project to enable autotuning for systems.
Phoebe
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72
Phoebe
Ck Autotuning
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56
CK automation actions to let users implement portable, customizable and reusable program workflows for reproducible, collaborative and multi-objective benchmarking, optimization and SW/HW co-design:
Paper End2end Dl
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53
📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)
Tlcbench
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51
Benchmark scripts for TVM
Ktt
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50
Kernel Tuning Toolkit
Ytopt
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38
ytopt: machine-learning-based search methods for autotuning
Ck Crowdtuning
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34
Collective Knowledge crowd-tuning extension to let users crowdsource their experiments (using portable Collective Knowledge workflows) such as performance benchmarking, auto tuning and machine learning across diverse platforms with Linux, Windows, MacOS and Android provided by volunteers. Demo of DNN crowd-benchmarking and crowd-tuning:
Jotai Benchmarks
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30
Collection of executable benchmarks
Gswitch
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26
A pattern-based algorithmic autotuner for graph processing on GPUs.
Nodal.jl
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25
NODAL is an Open Distributed Autotuning Library in Julia
Paper Synthesizing Benchmarks
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21
📝 "Synthesizing Benchmarks for Predictive Modeling" (🥇 CGO'17 Best Paper)
Halo
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20
😇 Wholly Adaptive LLVM Optimizer
Bat
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15
A GPU benchmark suite for autotuners
Uptune
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12
A Generic Distributed Auto-Tuning Infrastructure
Boast
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11
BOAST aims at providing a framework to metaprogram, benchmark and validate computing kernels
Jbprof
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7
ebpf profiler for jvm
Tvm Learning
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7
TVM learning and research
Backoff
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7
:bowtie: Backoff uses an exponential backoff algorithm to backoff between retries with optional auto-tuning functionality.
1-25 of 25 search results
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