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I/O Bandwidth: I/O Bandwidth (GB/s) and IOPS of our file system throughout our full system ImageNet training using 64 GPUs. Between 10th and 60th epoch, the average bandwidth is 3.30 GB/s and the average IOPS is 36.5K.

Software Stack

  • IBM WMLCE 1.6.2
  • Python 3.7
  • PyTorch 1.2.0
  • NVIDIA Apex 0.1.0
  • CUDA 10.1

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