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Update compatibility table for Training #184

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merged 2 commits into from
Oct 24, 2024
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Update compatibility table for Training #184

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7fae9b3
Update compatibility table to account for Training v4.1
ShriyaPalsamudram Oct 24, 2024
c4c4713
Add SD to the Training compatibility table
ShriyaPalsamudram Oct 24, 2024
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35 changes: 18 additions & 17 deletions MLPerf_Compatibility_Table.adoc
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Expand Up @@ -8,23 +8,24 @@ X: Change in benchmark. Submission results can be compared across rounds when th
== Training

|===
|Model |0.5 |0.6 |0.7 |1.0 |1.1 |2.0 |2.1 |3.0 | 3.1 | 4.0
|ResNet-50 v1.5 |X 9+|X
|SSD-ResNet34 |X 4+|X 5+|N/A
|RetinaNet-ResNeXt50 5+|N/A 5+|X
|MaskRCNN |X 8+|X |N/A
|NCF |X 9+|N/A
|NMT |X 2+|X 7+|N/A
|Transformer |X 2+|X 7+|N/A
|MiniGo |X |X 5+|X 3+|N/A
|DLRM 2+|N/A 5+|X 3+|N/A
|DLRM-dcnv2 7+|N/A 3+|X
|BERT 3+|N/A 7+|X
|RNN-T 3+|N/A |X 5+|X |N/A
|3D U-Net 3+|N/A 7+|X
|GPT3 7+|N/A 3+|X
|LLama70B-LoRA 9+|N/A |X
|RGAT 9+|N/A |X
|Model |0.5 |0.6 |0.7 |1.0 |1.1 |2.0 |2.1 |3.0 | 3.1 | 4.0 | 4.1
|ResNet-50 v1.5 |X 9+|X |N/A
|SSD-ResNet34 |X 4+|X 6+|N/A
|RetinaNet-ResNeXt50 5+|N/A 6+|X
|MaskRCNN |X 8+|X 2+|N/A
|NCF |X 10+|N/A
|NMT |X 2+|X 8+|N/A
|Transformer |X 2+|X 8+|N/A
|MiniGo |X |X 5+|X 4+|N/A
|DLRM 2+|N/A 5+|X 4+|N/A
|DLRM-dcnv2 7+|N/A 4+|X
|BERT 3+|N/A 8+|X
|RNN-T 3+|N/A |X 5+|X 2+|N/A
|3D U-Net 3+|N/A 7+|X |N/A
|GPT3 7+|N/A 4+|X
|Stable Diffusionv2 8+|N/A 3+|X
|LLama70B-LoRA 9+|N/A 2+|X
|RGAT 9+|N/A 2+|X
|===

Metric: Time-to-train (measured in minutes)
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