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Update MLPerf_Compatibility_Table.adoc - Inference
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Update MLPerf_Compatibility_Table.adoc - Inference
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peladodigital authored Feb 22, 2024
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28 changes: 15 additions & 13 deletions MLPerf_Compatibility_Table.adoc
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Expand Up @@ -40,19 +40,21 @@ Metrics: Time-to-train (measured in minutes) and throughput (weak scaling - meas
== Inference

|===
|Model |0.5 |0.7 |1.0 |1.1 |2.0 |2.1 |3.0 |3.1
|MobileNet-v1|X 7+|N/A
|ResNet-50 v1.5 8+|X
|SSD-MobileNets 8+|X
|SSD-ResNet34 5+|X 3+|N/A
|RetinaNet-ResNeXt50 5+|N/A 3+|X
|NMT |X 7+|N/A
|DLRM |N/A 6+|X|N/A
|DLRM-v2 7+|N/A |X
|BERT |N/A 7+|X
|RNN-T |N/A 7+|X
|3D U-Net |N/A 7+|X
|GPT-J 7+|N/A |X
|Model |0.5 |0.7 |1.0 |1.1 |2.0 |2.1 |3.0 |3.1 |4.0
|MobileNet-v1|X 8+|N/A
|ResNet-50 v1.5 9+|X
|SSD-MobileNets 9+|X
|SSD-ResNet34 5+|X 4+|N/A
|RetinaNet-ResNeXt50 5+|N/A 4+|X
|NMT |X 8+|N/A
|DLRM |N/A 6+|X 2+|N/A
|DLRM-v2 7+|N/A 2+|X
|BERT |N/A 8+|X
|RNN-T |N/A 8+|X
|3D U-Net |N/A 8+|X
|GPT-J 7+|N/A 2+|X
|Llama2 70B 8+|N/A |X
|SD 70B 8+|N/A |X

|===

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