mindwrapped
commited on
Commit
•
dcf7855
1
Parent(s):
82c64cf
Add model
Browse files- .gitattributes +3 -0
- README.md +44 -0
- history.json +16 -0
- keras_metadata.pb +3 -0
- logs/train/events.out.tfevents.1654143210.eea0d1945de5.451.0.v2 +3 -0
- logs/validation/events.out.tfevents.1654143224.eea0d1945de5.451.1.v2 +3 -0
- model.png +3 -0
- saved_model.pb +3 -0
- variables/variables.data-00000-of-00001 +3 -0
- variables/variables.index +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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model.png filter=lfs diff=lfs merge=lfs -text
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variables/variables.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
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variables/variables.index filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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library_name: keras
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tags:
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- collaborative-filtering
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- recommender
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---
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'Adam', 'learning_rate': 0.001, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
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- training_precision: float32
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## Training Metrics
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| Epochs | Train Loss | Validation Loss |
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|--- |--- |--- |
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| 1| 0.637| 0.619|
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| 2| 0.614| 0.616|
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| 3| 0.609| 0.611|
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| 4| 0.608| 0.61|
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| 5| 0.608| 0.609|
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## Model Plot
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<details>
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<summary>View Model Plot</summary>
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![Model Image](./model.png)
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</details>
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history.json
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{
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"loss": [
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0.6373019218444824,
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0.6136389374732971,
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0.6086257696151733,
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0.6080355644226074,
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0.6076262593269348
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],
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"val_loss": [
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0.618667721748352,
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0.6163149476051331,
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0.6105691194534302,
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0.6103658080101013,
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0.6092671751976013
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]
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}
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keras_metadata.pb
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version https://git-lfs.github.com/spec/v1
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oid sha256:23d5bff17bc212c4133de5866411f1f3f65cf80d62e4688b0a7e2d2629618d4c
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size 4421
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logs/train/events.out.tfevents.1654143210.eea0d1945de5.451.0.v2
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version https://git-lfs.github.com/spec/v1
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oid sha256:13999264415d5bffcdeaf152618f1b488d6cd8f271d93b59d1a6bce2bb517e48
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size 86330
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logs/validation/events.out.tfevents.1654143224.eea0d1945de5.451.1.v2
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version https://git-lfs.github.com/spec/v1
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oid sha256:1df9823a5ab6368e801a0b4bd4d3d0b4b2d926fbd8a25a3fea2aae67c4a0e8b7
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size 818
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model.png
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Git LFS Details
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saved_model.pb
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version https://git-lfs.github.com/spec/v1
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oid sha256:bf207b23b168663affcbdb3e7ef594f52a43d9b0a2589511b6dcb12018e00338
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size 103896
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variables/variables.data-00000-of-00001
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version https://git-lfs.github.com/spec/v1
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oid sha256:414d6d94898a2266f3e7ccebb8585aa96711938929ff2da8347ed7c1e317bbff
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size 2111670
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variables/variables.index
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version https://git-lfs.github.com/spec/v1
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oid sha256:90573cf335e7581639a2a853df2d2db3d641c5cf98d2f989a249bc9e4a09aded
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size 573
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