This room is deprecated - please use #onnx-modelzoo channel on https://slack.lfai.foundation/
@hannibalhuang looked at it briefly. downside seems to be that it needs separate storage provider (with git lfs, it is the storage) and overall seems more complicated (seems more appropriate for active model development, rather than a repository of curated final models)
Steering Committee is happy to announce that @vinitra will help kick start the model zoo/tutorials SIG! LF AI will help setup the calendar and she will schedule mtgs. She has written a mission statement and proposed work at https://github.com/onnx/sigs/blob/master/models-tutorials/docs/MissionStatement.md
Topic: Model Zoo + Tutorials SIG, Meeting #1
Time: Jan 30, 2020 02:00 PM Pacific Time (US and Canada)
Join Zoom Meeting
https://zoom.us/j/818755381
Meeting ID: 818 755 381
+16699006833, 818755381# US (San Jose)
+16465588656, 818755381# US (New York)
1 reply
@/all Additionally, we have now moved scheduling to the LFAI Foundation. Please join the group and subscribe to our SIG's calendar! https://lists.lfai.foundation/g/onnx-sig-modelstutorials
You can find the meeting minutes + action items here, @sveta-levitan. For SIG members who missed the meeting, the zoom recording link is included in the minutes! Please sign up for tasks, or feel free to suggest new ones. https://github.com/onnx/sigs/blob/master/models-tutorials/meetings/001-20200130.md
thanks @vinitra. collating upcoming talks workshops is a great idea. please add upcoming events to the onnx-announce calendar (https://wiki.lfai.foundation/pages/viewpage.action?pageId=18481196) instead of only in https://github.com/onnx/sigs/blob/master/models-tutorials/docs/CommunityEvents.md
Also, might be good to keep a page of past events, with materials (video, slides) from them?
You can either take one from the Model Zoo or export one using one of the converters. Start here: http://onnx.ai/get-started.html
there are also some nice notebooks as part of the onnx-ecosystem docker image: https://github.com/onnx/onnx-docker/tree/master/onnx-ecosystem
The next SIG meeting will be on 3/6 from 2-2:30 PM PST. Hope you will join us! If you're looking for action items to accomplish before the next meeting, here's a good place to find some: https://github.com/onnx/sigs/blob/master/models-tutorials/meetings/001-20200130.md#action-items
Topic: Model Zoo + Tutorials SIG, Mtg #2
Time: Mar 6, 2020 02:00 PM Pacific Time (US and Canada)
Join Zoom Meeting
https://zoom.us/j/234284997
Meeting ID: 234 284 997
1 reply
Minutes, Meeting Recording, and action items from Meeting #2: https://github.com/onnx/sigs/blob/master/models-tutorials/meetings/002-20200309.md
I agree, I think it can be deprecated. I don't think users are actually using them. Reminder -- if you have some free time, please port some models to Git LFS! onnx/models#271
Next SIG meeting slated for the afternoon (1 PM) of Monday, April 13th, after the ONNX workshop on April 9th. Let me know if the proposed time needs to be changed. Sign up for the online onnx workshop here: https://events.linuxfoundation.org/lf-ai-day-onnx-community-virtual-meetup/
@vinitra I'm on the community meetup, it was mentioned earlier that the models repo has added GPT-2 & NCF (Neural Collaborative Filtering) since the last release. I found GPT-2, nice to have that. I don't see anything but the stub for NCF though, is there WIP there or was that a mistake?
@prasanthpul adding checksum , adding additional layer of security doesn't hurt. but is it valid , though ?
a better checksum can be, imho:
validity of the data used in making the model.
validity of model itself.
validity of the data used in making the model.
validity of model itself.
or on that lines...
@/all The next SIG meeting has been moved to this Monday, 4/13 at 2 - 2:30 PM PST. Hope to see you all there.
Topic: Model Zoo + Tutorials Meeting #3
Time: Apr 13, 2020 02:00 PM Pacific Time (US and Canada)
https://zoom.us/j/341887317
Meeting ID: 341 887 317
Reminder -- meeting today at 2! We're tracking several issues here, would love community input on these topics (opset versioning, model zoo CI, github analytics): https://github.com/onnx/sigs/issues
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Hi, I think the resnetv1 onnx model in model zoo https://github.com/onnx/models/tree/master/vision/classification/resnet is wrong. The
spatial attr of batchnorm is incorrectly set to 0 and as a result an error is raised when running this model in onnxruntime
Hi @daquexian -- yes, that's a known issue! Thanks for reminding us. I fixed this on the MXNet exporter side: apache/incubator-mxnet#17711 a few weeks ago, but forgot to update the models. Will make a PR shortly.
There seem to be some malformed tar files in the onnx/models LFS archives:
$ wget https://media.githubusercontent.com/media/onnx/models/master/vision/classification/resnet/model/resnet101-v1-7.tar.gz
--2020-05-21 15:48:44-- https://media.githubusercontent.com/media/onnx/models/master/vision/classification/resnet/model/resnet101-v1-7.tar.gz
Proxy request sent, awaiting response... 200 OK
Length: 167595867 (160M) [application/octet-stream]
Saving to: ‘resnet101-v1-7.tar.gz’
resnet101-v1-7.tar.gz 100%[===========================================>] 159.83M 5.29MB/s in 24s
$ tar -xzvf resnet101-v1-7.tar
x resnet101v1/
x resnet101v1/resnet101-v1.onnx
x resnet101v1/test_data_set_0/
x resnet101v1/test_data_set_0/._input_0.pb
x resnet101v1/test_data_set_0/._output_0.pb
x resnet101v1/test_data_set_0/input_0.pb
x resnet101v1/test_data_set_0/output_0.pb
tar: Ignoring malformed pax extended attributeIgnoring malformed pax extended attributeIgnoring malformed pax extended attribute
x resnet101v1/test_data_set_1/
x resnet101v1/test_data_set_1/._input_0.pb
x resnet101v1/test_data_set_1/._output_0.pb
x resnet101v1/test_data_set_1/input_0.pb
x resnet101v1/test_data_set_1/output_0.pb
tar: Ignoring malformed pax extended attributeIgnoring malformed pax extended attributeIgnoring malformed pax extended attribute
x resnet101v1/test_data_set_2/
x resnet101v1/test_data_set_2/._input_0.pb
x resnet101v1/test_data_set_2/._output_0.pb
x resnet101v1/test_data_set_2/input_0.pb
x resnet101v1/test_data_set_2/output_0.pb
tar: Damaged tar archive
tar: Error exit delayed from previous errors.
It seems that all of these models have malformed tar files (most ResNet models):
onnx/models/master/vision/classification/resnet/model/resnet101-v1-7.tar.gz
onnx/models/master/vision/classification/resnet/model/resnet101-v2-7.tar.gz
onnx/models/master/vision/classification/resnet/model/resnet152-v1-7.tar.gz
onnx/models/master/vision/classification/resnet/model/resnet152-v2-7.tar.gz
onnx/models/master/vision/classification/resnet/model/resnet18-v2-7.tar.gz
onnx/models/master/vision/classification/resnet/model/resnet34-v1-7.tar.gz
onnx/models/master/vision/classification/resnet/model/resnet34-v2-7.tar.gz
onnx/models/master/vision/classification/resnet/model/resnet50-v1-7.tar.gz
onnx/models/master/vision/classification/resnet/model/resnet50-v2-7.tar.gzNext meeting will be mid-June! Some quick updates --
- migration to git LFS for all models is now complete!
- tracker for model zoo traffic can be found here: https://repo-analytics.github.io/onnx/models
- tracker for tutorials traffic can be found here: https://repo-analytics.github.io/onnx/tutorials
- model zoo CI preliminary PR in progress here: onnx/models#307
Reviews and community contributions are encouraged and welcome. :)
Next SIG meeting - Monday, June 15, 1 - 1:30 PM PST. Looking forward to seeing you there! https://zoom.us/j/96099632051
2 replies
Check out my blog about ONNX: https://medium.com/codait/contribute-to-the-open-neural-network-exchange-onnx-5cfff6889761?source=friends_link&sk=0d71afd0925618cc8417c653e23932d6
1 reply
Lots of exciting new updates in the Model Zoo! Next meeting will be Friday, August 14th from 11 - 11:30 AM PST. See you there! https://zoom.us/j/97523672358