Added learning rate scheduling for cifar and options for using resnet_v2_50 model #4336
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added 29 commits
October 2, 2019 09:35
Author: Harshitha Parnandi Venkata <havenka@microsoft.com>
Date: Tue Oct 1 21:19:57 2019 -0700
Fixed a bug in the unit test for image classification
commit 30aa4d1
Author: Harshitha Parnandi Venkata <havenka@microsoft.com>
Date: Tue Oct 1 20:43:17 2019 -0700
addressed Zeeshan's comments
commit 3d4f5fe
Merge: 0fbd3d2 718a238
Author: Harshitha Parnandi Venkata <havenka@microsoft.com>
Date: Tue Oct 1 20:41:21 2019 -0700
Merge branch 'master' of https://github.com/dotnet/machinelearning into ImageClassificationVBuf
commit 0fbd3d2
Author: Harshitha Parnandi Venkata <havenka@microsoft.com>
Date: Tue Oct 1 17:10:49 2019 -0700
Changed type to useImageType in LoadImages(). Changed appropriate variable names in ImageClassificationTransform.cs
commit 2417888
Merge: 3ad26b4 4944be7
Author: Harshitha Parnandi Venkata <havenka@microsoft.com>
Date: Tue Oct 1 16:55:25 2019 -0700
Merge branch 'master' of https://github.com/dotnet/machinelearning into ImageClassificationVBuf
commit 3ad26b4
Author: Harshitha Parnandi Venkata <havenka@microsoft.com>
Date: Tue Oct 1 15:59:06 2019 -0700
Added buffer re-use while reading the image in netstandard 2.0. Addressed Eric's comments. Changed ImageLoadingTransformer to take a bool type instead of a DataViewType to make it user friendly. (type = true means we are using VBuffer<byte> , type = false means we are using ImageDataViewType)
commit c67dd08
Author: Harshitha Parnandi Venkata <havenka@microsoft.com>
Date: Tue Oct 1 09:50:52 2019 -0700
Added functionality to load images as VBuffer<byte> in ImageLoader. If no DataViewType options are provided it defaults to loading images as ImageDataViewType. Made LoadImages a part of the sample in ResnetV2101TransferLearningTrainTestSplit.cs. Addressed some of the comments from Zeeshan and Yael. Added a unit test for testing the API. Added TargetFrameworks to get cross platform functionality for System.IO.Stream.Read(Span<Byte>) which doesn't work for netstandard2.0.
commit ae2ac0d
Author: Harshitha Parnandi Venkata <havenka@microsoft.com>
Date: Wed Sep 25 14:49:41 2019 -0700
Added some edits to address Yael's comments
commit b1e5739
Author: Harshitha Parnandi Venkata <havenka@microsoft.com>
Date: Wed Sep 25 13:24:03 2019 -0700
Added unit test for the change
commit acf985d
Author: Harshitha Parnandi Venkata <havenka@microsoft.com>
Date: Mon Sep 23 10:39:07 2019 -0700
Changed the calling function back to how it was in master
commit b80f7ad
Author: Harshitha Parnandi Venkata <havenka@microsoft.com>
Date: Mon Sep 23 10:20:31 2019 -0700
Added a few optimizations to re-use buffers and thereby improving performance.
commit b106ae0
Author: Harshitha Parnandi Venkata <havenka@microsoft.com>
Date: Thu Sep 19 14:07:15 2019 -0700
Changed Image Classification API to take in a VBuffer<byte> type instead of ImagePath.
…to ImageClassificationVBuf
…y VBuffer. Another check for handling empty images.
…to ImageClassificationVBuf
…to ImageClassificationVBuf
…ling code and is not synced with master
…Added functionality to use resnet_v2_50 model. Added learning rate scheduling for CIFAR-10 dataset.
…to learningRateSchedulingCode
Codecov Report
@@ Coverage Diff @@
## master #4336 +/- ##
==========================================
- Coverage 74.56% 74.54% -0.02%
==========================================
Files 879 880 +1
Lines 154524 154568 +44
Branches 16883 16888 +5
==========================================
+ Hits 115218 115229 +11
- Misses 34554 34594 +40
+ Partials 4752 4745 -7
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