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Merge branch 'master' into patch-1
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nv-rborkar authored Sep 27, 2023
2 parents b69cde1 + e5c9ebf commit 0426a39
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25 changes: 14 additions & 11 deletions MLPerf_Compatibility_Table.adoc
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Expand Up @@ -40,17 +40,20 @@ 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
|MobileNet-v1|X 6+|N/A
|ResNet-50 v1.5 7+|X
|SSD-MobileNets 7+|X
|SSD-ResNet34 5+|X 2+|N/A
|RetinaNet-ResNeXt50 5+|N/A 2+|X
|NMT |X 6+|N/A
|DLRM |N/A 6+|X
|BERT |N/A 6+|X
|RNN-T |N/A 6+|X
|3D U-Net |N/A 6+|X
|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

|===

Metrics: Queries/second (server), Samples/second (offline), Latency (measured in milliseconds) (single stream), Streams (multi-stream v0.5-v1.1), Latency (measured in milliseconds) (multi-stream 2.0+)
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