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Add Training v4.0 benchmarks to compatibility table #167

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Mar 21, 2024
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Add Training v4.0 benchmarks to compatibility table #167

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291a758
Add Training v4.0 benchmarks to compatibility table
nv-rborkar Feb 22, 2024
6d3ad79
Update MLPerf_Compatibility_Table.adoc
nv-rborkar Feb 22, 2024
5239b05
Update MLPerf_Compatibility_Table.adoc
nv-rborkar Feb 22, 2024
afe817b
Update MLPerf_Compatibility_Table.adoc
nv-rborkar Feb 22, 2024
27375d2
Update MLPerf_Compatibility_Table.adoc
nv-rborkar Feb 22, 2024
0c87fc2
Merge branch 'master' into nv-rborkar-v4.0-compatibility-table
hiwotadese Mar 21, 2024
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35 changes: 20 additions & 15 deletions MLPerf_Compatibility_Table.adoc
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:toc:
:toclevels: 4

N/A : Benchmark not present in a round

X: Change in benchmark. Submission results can be compared across rounds when there has been no change in the benchmark

== Training

|===
|Model |0.5 |0.6 |0.7 |1.0 |1.1 |2.0 |2.1 |3.0
|ResNet-50 v1.5 |X 7+|X
|SSD-ResNet34 |X 4+|X 3+|N/A
|RetinaNet-ResNeXt50 5+|N/A 3+|X
|MaskRCNN |X 7+|X
|NCF |X 7+|N/A
|NMT |X 2+|X 5+|N/A
|Transformer |X 2+|X 5+|N/A
|MiniGo |X |X 5+|X 1+|N/A
|DLRM 2+|N/A 5+|X 1+|N/A
|DLRM-dcnv2 7+|N/A |X
|BERT 3+|N/A 5+|X
|RNN-T 3+|N/A |X 4+|X
|3D U-Net 3+|N/A 5+|X
|GPT3 7+|N/A |X
|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
|===

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