Transformers Perf
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Performance Comparisons (TF 2.0 on DGX Station)
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TaskGPUsAMP/XLAVal Acc (Avg)Time-to-result
Peak Throughput
E2E Speed-up
Throughput Speed-up
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CoLA1 x V100 16GB0.824451591.01.0
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CoLA1 x V100 16GBAMP0.820284981.61.7
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CoLA1 x V100 16GBAMP+XLA0.8232341571.92.7
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CoLA4 x V100 16GB0.8122072182.23.7
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CoLA4 x V100 16GBAMP0.8281843652.56.2
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CoLA4 x V100 16GBAMP+XLA0.8282515051.88.6
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MRPC1 x V100 16GB0.835204581.01.0
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MRPC1 x V100 16GBAMP0.823134971.51.7
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MRPC1 x V100 16GBAMP+XLA0.8271411581.42.7
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MRPC4 x V100 16GB0.8271502181.43.8
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MRPC4 x V100 16GBAMP0.8171433651.46.3
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MRPC4 x V100 16GBAMP+XLA0.8182225290.99.1
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SST21 x V100 16GB0.9223436591.01.0
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SST21 x V100 16GBAMP0.9182088971.61.6
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SST21 x V100 16GBAMP+XLA0.92213521582.52.7
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SST24 x V100 16GB0.92910252163.43.7
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SST24 x V100 16GBAMP0.9266723645.16.2
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SST24 x V100 16GBAMP+XLA0.9256015085.78.6
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