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Update benchmark.csv
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benchmark.csv

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Intel(R) Core(TM) i7-6850K CPU @ 3.60GHz,single,pytorch,1,458.97,0.0
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Intel(R) Core(TM) i7-6850K CPU @ 3.60GHz,single,onnx,1,286.13,0.0
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NVIDIA GeForce RTX 3090,single,pytorch,1,7.96,7.72
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NVIDIA GeForce RTX 3090,half,pytorch,1,4.83,4.54
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NVIDIA GeForce RTX 3090,single,pytorch,2,14.49,11
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NVIDIA GeForce RTX 3090,half,pytorch,2,8.42,8.75
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NVIDIA GeForce RTX 3090,single,pytorch,4,27.94,17.69
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NVIDIA GeForce RTX 3090,half,pytorch,4,15.87,15.36
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NVIDIA GeForce RTX 3090,single,pytorch,8,-1.0,-1.0
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NVIDIA GeForce RTX 3090,half,pytorch,8,-1.0,-1.0
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NVIDIA RTX A5500,single,pytorch,1,8.55,7.69
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NVIDIA RTX A5500,half,pytorch,1,5.05,4.58
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NVIDIA RTX A5500,single,pytorch,2,15.71,11
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NVIDIA RTX A5500,half,pytorch,2,9.37,8.8
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NVIDIA RTX A5500,single,pytorch,4,30.51,17.69
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NVIDIA RTX A5500,half,pytorch,4,16.97,15.33
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NVIDIA RTX A5500,single,pytorch,8,-1.0,-1.0
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NVIDIA RTX A5500,half,pytorch,8,-1.0,-1.0
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AMD EPYC 7352 24-Core Processor,single,pytorch,1,529.93,0.0
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AMD EPYC 7352 24-Core Processor,single,onnx,1,223.19,0.0
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NVIDIA GeForce RTX 3080,single,pytorch,4,-1.0,-1.0
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NVIDIA GeForce RTX 3080,half,pytorch,4,-1.0,-1.0
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NVIDIA GeForce RTX 3080,single,pytorch,1,-1.0,-1.0
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NVIDIA GeForce RTX 3080,half,pytorch,1,5.59,4.52
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NVIDIA GeForce RTX 3080,single,pytorch,2,-1.0,-1.0
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NVIDIA GeForce RTX 3080,half,pytorch,2,-1.0,-1.0
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NVIDIA A100 80GB PCIe,single,pytorch,1,6.39,7.75
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NVIDIA A100 80GB PCIe,half,pytorch,1,3.74,4.55
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NVIDIA A100 80GB PCIe,single,pytorch,2,11.12,11.05
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NVIDIA A100 80GB PCIe,half,pytorch,2,5.72,8.77
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NVIDIA A100 80GB PCIe,single,pytorch,4,20.18,17.63
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NVIDIA A100 80GB PCIe,half,pytorch,4,10.04,15.34
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NVIDIA A100 80GB PCIe,single,pytorch,8,38.88,30.88
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NVIDIA A100 80GB PCIe,half,pytorch,8,18.68,28.47
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NVIDIA A100 80GB PCIe,single,pytorch,16,76.92,57.46
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NVIDIA A100 80GB PCIe,half,pytorch,16,36.67,54.73
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NVIDIA A100 80GB PCIe,half,pytorch,28,63.88,78.78
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NVIDIA RTX A6000,single,pytorch,1,8.09,7.75
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NVIDIA RTX A6000,half,pytorch,1,5.03,4.53
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NVIDIA RTX A6000,single,pytorch,2,14.86,10.98
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NVIDIA RTX A6000,half,pytorch,2,9.03,8.79
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NVIDIA RTX A6000,single,pytorch,4,27.92,17.62
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NVIDIA RTX A6000,half,pytorch,4,17.0,15.34
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NVIDIA RTX A6000,single,pytorch,8,53.95,30.88
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NVIDIA RTX A6000,half,pytorch,8,32.57,28.51
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NVIDIA RTX A6000,half,pytorch,16,63.16,46.11
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Quadro RTX 8000,single,pytorch,1,12.3,7.71
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Quadro RTX 8000,half,pytorch,1,5.93,4.52
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Quadro RTX 8000,single,pytorch,2,24.42,9.16
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Quadro RTX 8000,half,pytorch,2,10.92,7.02
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Quadro RTX 8000,single,pytorch,4,42.56,15.58
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Quadro RTX 8000,half,pytorch,4,21.24,12.39
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Quadro RTX 8000,single,pytorch,8,76.96,23.11
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Quadro RTX 8000,half,pytorch,8,40.52,20.98
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Quadro RTX 8000,single,pytorch,16,152.55,42.47
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Quadro RTX 8000,half,pytorch,16,80.31,38.18
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Quadro RTX 8000,single,pytorch,32,-1.0,-1.0
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Quadro RTX 8000,half,pytorch,32,-1.0,-1.0
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device,precision,autocast,xformers,runtime,n_samples,latency,memory
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NVIDIA A10,half,FALSE,TRUE,pytorch,32,48.79,7.37
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NVIDIA A10,half,FALSE,TRUE,pytorch,16,24.65,19.86
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NVIDIA A10,half,FALSE,TRUE,pytorch,8,12.93,11.05
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NVIDIA A10,half,FALSE,TRUE,pytorch,128,212.94,22.18
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NVIDIA A10,half,FALSE,TRUE,pytorch,4,6.68,6.63
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NVIDIA A10,half,FALSE,TRUE,pytorch,64,108.26,17.54
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NVIDIA A10,half,FALSE,TRUE,pytorch,2,3.65,4.3
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NVIDIA A10,half,FALSE,TRUE,pytorch,1,2.01,3.13
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NVIDIA A100 80GB PCIe,half,FALSE,TRUE,pytorch,128,73.72,22.68
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NVIDIA A100 80GB PCIe,half,FALSE,TRUE,pytorch,64,36.89,12.46
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NVIDIA A100 80GB PCIe,half,FALSE,TRUE,pytorch,32,18.75,7.34
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NVIDIA A100 80GB PCIe,half,FALSE,TRUE,pytorch,16,9.93,19.81
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NVIDIA A100 80GB PCIe,half,FALSE,TRUE,pytorch,8,5.25,11.12
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NVIDIA A100 80GB PCIe,half,FALSE,TRUE,pytorch,2,1.73,4.33
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NVIDIA A100 80GB PCIe,half,FALSE,TRUE,pytorch,4,3.73,6.62
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NVIDIA A100 80GB PCIe,half,FALSE,TRUE,pytorch,1,1.17,3.19
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NVIDIA A100-SXM4-40GB,half,FALSE,TRUE,pytorch,128,69.31,22.68
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NVIDIA A100-SXM4-40GB,half,FALSE,TRUE,pytorch,64,34.92,13.79
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NVIDIA A100-SXM4-40GB,half,FALSE,TRUE,pytorch,32,17.72,7.33
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NVIDIA A100-SXM4-40GB,half,FALSE,TRUE,pytorch,16,9.13,19.8
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NVIDIA A100-SXM4-40GB,half,FALSE,TRUE,pytorch,8,4.85,11.12
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NVIDIA A100-SXM4-40GB,half,FALSE,TRUE,pytorch,4,2.68,6.61
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NVIDIA A100-SXM4-40GB,half,FALSE,TRUE,pytorch,2,1.66,4.32
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NVIDIA A100-SXM4-40GB,half,FALSE,TRUE,pytorch,1,1.18,3.18
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NVIDIA RTX A6000,half,FALSE,TRUE,pytorch,32,31.19,7.65
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NVIDIA RTX A6000,half,FALSE,TRUE,pytorch,16,15.62,20.01
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NVIDIA RTX A6000,half,FALSE,TRUE,pytorch,128,130.38,34.36
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NVIDIA RTX A6000,half,FALSE,TRUE,pytorch,64,65.72,23.84
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NVIDIA RTX A6000,half,FALSE,TRUE,pytorch,8,8.39,11.19
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NVIDIA RTX A6000,half,FALSE,TRUE,pytorch,4,4.56,6.64
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NVIDIA RTX A6000,half,FALSE,TRUE,pytorch,2,2.84,4.37
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NVIDIA RTX A6000,half,FALSE,TRUE,pytorch,1,1.93,3.15
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Tesla V100-SXM2-16GB,half,FALSE,TRUE,pytorch,64,79.82,13.51
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Tesla V100-SXM2-16GB,half,FALSE,TRUE,pytorch,32,40.13,7.73
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Tesla V100-SXM2-16GB,half,FALSE,TRUE,pytorch,16,20.96,10.87
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Tesla V100-SXM2-16GB,half,FALSE,TRUE,pytorch,8,10.64,10.45
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Tesla V100-SXM2-16GB,half,FALSE,TRUE,pytorch,4,5.62,6.42
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Tesla V100-SXM2-16GB,half,FALSE,TRUE,pytorch,2,3.08,4.17
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Tesla V100-SXM2-16GB,half,FALSE,TRUE,pytorch,1,1.84,3.24
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Tesla V100-SXM2-16GB,half,FALSE,,pytorch,128,-1,-1

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