|
gptkbp:instanceOf
|
gptkb:software
machine learning compiler
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|
gptkbp:category
|
gptkb:compilation_album
gptkb:software
machine learning infrastructure
deep learning software
|
|
gptkbp:citation
|
Tianqi Chen et al., 'TVM: An Automated End-to-End Optimizing Compiler for Deep Learning', OSDI 2018
|
|
gptkbp:contributedTo
|
gptkb:Carlos_Guestrin
gptkb:Tianqi_Chen
gptkb:Thierry_Moreau
gptkb:Luis_Ceze
Arvind Krishnamurthy
Eddie Yan
Haichen Shen
Jared Roesch
Josh Fromm
Lianmin Zheng
Yuwei Hu
Ziheng Jiang
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|
gptkbp:developer
|
gptkb:Apache_Software_Foundation
|
|
gptkbp:feature
|
model quantization
runtime system
hardware abstraction
graph optimization
TVM Unity
auto-tuning
automatic tensor optimization
microTVM
relay IR
|
|
gptkbp:firstReleased
|
2017
|
|
gptkbp:format
|
gptkb:Darknet
gptkb:TensorFlow
gptkb:Keras
gptkb:MXNet
gptkb:CoreML
gptkb:PyTorch
gptkb:ONNX
gptkb:TFLite
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Apache TVM
|
|
gptkbp:license
|
gptkb:Apache_License_2.0
|
|
gptkbp:programmingLanguage
|
gptkb:Python
gptkb:C++
|
|
gptkbp:purpose
|
model deployment
deep learning model optimization
|
|
gptkbp:relatedTo
|
gptkb:Glow
gptkb:MLIR
gptkb:OpenVINO
gptkb:TensorRT
gptkb:TensorFlow_Lite
gptkb:ONNX
XLA
nGraph
|
|
gptkbp:repository
|
https://github.com/apache/tvm
|
|
gptkbp:supports
|
gptkb:cloud_service
gptkb:microprocessor
gptkb:graphics_card
microcontrollers
FPGA
mobile devices
embedded devices
edge devices
|
|
gptkbp:usedFor
|
cross-platform deployment
AI model inference
model compilation
|
|
gptkbp:website
|
https://tvm.apache.org/
|
|
gptkbp:bfsParent
|
gptkb:Tianqi_Chen
gptkb:OctoML
|
|
gptkbp:bfsLayer
|
6
|