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@@ -544,10 +544,10 @@ RaySGD TorchTrainer provides comparable or better performance than other existin
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Number DataParallel Ray (PyTorch) DataParallel Ray (PyTorch)
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of GPUs + Apex + Apex
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======= ============ ============= ============ ==============
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1 2769.7 5143 2962.7 6172
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2 5492.2 9463 5886.1 10052.8
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4 10733.4 18807 11705.9 20319.5
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8 21872.5 36911.8 23317.9 38642
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1 355.5 356 776 770
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2 656 701 1303 1346
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4 1289 1401 2606 2695
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8 2521 2795 4795 5862
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**Multi-node benchmarks**:
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@@ -561,10 +561,10 @@ RaySGD TorchTrainer provides comparable or better performance than other existin
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Number Horovod Ray (PyTorch) Horovod Ray (PyTorch)
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of GPUs + Apex + Apex
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======= ======= ============= ======= ==============
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1 * 8 2769.7 5143 2962.7 6172
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2 * 8 5492.2 9463 5886.1 10052.8
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4 * 8 10733.4 18807 11705.9 20319.5
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8 * 8 21872.5 36911.8 23317.9 38642
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1 * 8 2769.7 2962.7 5143 6172
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2 * 8 5492.2 5886.1 9463 10052.8
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4 * 8 10733.4 11705.9 18807 20319.5
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8 * 8 21872.5 23317.9 36911.8 38642
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