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Benchmark

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Name
batch-size
train steps
train-time(sec)
samples/sec
x faster
huggingface-pytorch-v100x4
Open
16
900
336.2196
14.270435156070615
huggingface-pytorch-v100x4
Open
32
450
259.6039
18.482002774226427
huggingface-pytorch-v100x4
Open
64
225
245.2095
19.56694173757542
huggingface-pytorch-tpuv3x8
Open
16
900
237.898
20.168307425871593
huggingface-pytorch-tpuv3x8
Open
32
450
128.7528
37.26520898962974
huggingface-pytorch-tpuv3x8
Open
64
225
90.8725
52.79925169880877
huggingface-pytorch-tpuv3x8
Open
128
114
66.8629
71.75877803684854
huggingface-tf-v100x1
Open
16
900
703
6.825035561877667
huggingface-tf-v100x4
Open
32
450
213.365
22.487287043329506
huggingface-tf-v100x4
Open
64
225
203
23.635467980295566
huggingface-tf-tpuv3x8 (N/A)
Open
NaN
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