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ONNX / October 2021 Community Meetup

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ONNX / October 2021 Community Meetup

These are all the meetings we have in "October 2021 Communi…" (part of the organization "ONNX"). Click into individual meeting pages to watch the recording and search or read the transcript.

24 Oct 2021
LF AI & Data Day - ONNX Community Meeting, October 24, 2021

Auditing considerations for ONNX models and benchmarking with QuSandbox

Speaker: Sri Krishnamurthy (QuantUniversity)
  • 1 participant
  • 8 minutes
auditing
benchmarking
audited
audit
challenges
testing
analysis
risks
workflow
lfai
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21 Oct 2021
Event: LF AI & Data Day - ONNX Community Meeting, October 21, 2021

Talk Title: ONNX Steering Committee (SC) Update - Host Welcome, Progress, Governance, Roadmap, Release.

Speakers: Rajeev Nalawadi (Intel), Wenming Yer (AWS), Alexandre Eichenberger (IBM),
  • 3 participants
  • 16 minutes
workshop
onyx
presentations
ai
chat
starting
discussions
currently
wenming
committee
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21 Oct 2021
LF AI & Data Day - ONNX Community Meeting - October 21, 2021
Emma Ning (Microsoft)
ONNX Runtime Web for In Browser Inference
  • 1 participant
  • 9 minutes
backends
runtime
webgl
webmn
ai
runtown
browser
machine
gpu
inferencing
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21 Oct 2021
LF AI & Data Day - ONNX Community Meeting, October 21, 2021

ONNX as standard format for institution with legacy

Speaker: Haixuan Xavier Tao ( Banque France)
  • 1 participant
  • 7 minutes
bank
banks
security
supervision
financial
onyx
helping
risk
intelligence
agent
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21 Oct 2021
LF AI & Data Day - ONNX Community Meeting, October 21, 2021

ONNX and the AI on IBM Z client journey

Speaker(s): Elpida Tzortzatos & Andrew M. Sica (IBM)
  • 2 participants
  • 7 minutes
ibm
onix
mainframe
x86
ztpf
architectures
platform
ai
machine
utilization
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21 Oct 2021
LF AI & Data Day - ONNX Community Meeting, October 21, 2021

Intel® Neural Compressor: A Scalable Quantization Tool for ONNX Models

Speaker: Mengni Wang (Intel)
  • 1 participant
  • 7 minutes
compressor
intel
compressed
optimization
neural
tensorflow
quantization
tool
interface
configure
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21 Oct 2021
LF AI & Data Day - ONNX Community Day, October 21, 2021

Ascend CANN and ONNX : inference interoperability for better performance

Speaker: Zhipeng Huang (Huawei)
  • 1 participant
  • 6 minutes
ai
capabilities
computing
applications
inference
onyx
ascent
platform
representation
mindsport
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21 Oct 2021
Event: LF AI & Data Day - ONNX Community Meeting, October 21, 2021

Talk Title: Intel® OneAPI software stack: ONNX Support for xPU hardware

Speaker: Kiefer Kuah (Intel)
  • 1 participant
  • 9 minutes
api
interoperability
architectures
applications
abstraction
complexity
cpus
xpu
workflows
onyx
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21 Oct 2021
LF AI & Data Day - ONNX Community Meeting, October 21, 2021

ONNX: Boosting PaddlePaddle Deployment in Industry

Speaker: Jiajun Jiang (Baidu)
  • 1 participant
  • 6 minutes
pedopedo
pedo
pedophile
pentatonix
petrotonix
onyx
palpato
platform
development
ppocr
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21 Oct 2021
LF AI & Data Day - ONNX Community Meeting, October 21, 2021

TVM: Dynamic Shapes, Control Flow and Quantization compiler

Speakers: Jason Knight (OctoML) and Andrew Luo (OctoML)
  • 2 participants
  • 10 minutes
octo
octomel
octoml
tvm
ml
complicated
onyx
interpretive
backend
machine
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21 Oct 2021
LF AI & Data Day - ONNX Community Meeting, October 21, 2021

ONNX and the OpenVINO Ecosystem

Speaker: Sergey Lyalin
  • 1 participant
  • 8 minutes
openwinner
openvinair
openvin
openvinayar
openvina
openvino
openvideo
inference
intel
tools
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21 Oct 2021
Event: LF AI & Data Day - ONNX Community Meeting, October 21, 2021

Talk Title: ONNX Runtime and Triton

Speakers: Ashwine Khade (Microsoft) and Mahan Salehi (Nvidia)
  • 2 participants
  • 10 minutes
deploying
triton
trident
ai
applications
configure
scalable
gpu
workloads
inferencing
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21 Oct 2021
Event: LF AI & Data Day - ONNX Community Meeting, October 21, 2021

Talk Title: ONNX SIG Operators

Speakers/Co-Chairs: Michal Karzynski (Intel), Ganesan Ramalingam (Microsoft)
  • 2 participants
  • 12 minutes
operators
operations
details
adding
observations
functionality
updated
onyx
sig
tools
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21 Oct 2021
Event: LF AI & Data Day - ONNX Community Meeting, October 21, 2021

Talk Title: ONNX SIG Converts

Speakers/Co-Chairs: Guenther Schmuelling (Micosoft), Kevin Chen (Nvidia), Chin Huang (IBM)
  • 5 participants
  • 12 minutes
tensorflow
kerastronix
sklearn
onyxcentrit
updates
package
tf2
converter
lstm
models
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21 Oct 2021
Event: LF AI & Data Day - ONNX Community Meetings, October 21, 2021

Talk Title: Model Zoo / Tutorials SIG Update

Co-Chairs: Wenbing Li & Mark Hamilton (Microsoft)
  • 2 participants
  • 10 minutes
quantization
applications
models
tensorflow
android
ai
module
optimize
gp2
sig
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21 Oct 2021
Event: LF AI & Data Day - ONNX Community Meeting, October 21, 2021

Talk Title: Working Group (WG) - Preprocessing

Speaker: Joaquin Anton (Nvidia)
  • 1 participant
  • 8 minutes
tensorflow
problem
processing
optimizations
preprocessing
inference
implementation
interpolation
sampling
normalization
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