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msr-fiddle / pipedream

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Is this the version used in SOSP paper? #46

Closed nirandaperera closed 4 years ago

nirandaperera commented 4 years ago

Hi,

I have been testing this repository to replicate results given in the SOSP paper. https://dl.acm.org/doi/abs/10.1145/3341301.3359646

But I was unable to reproduce the results, and I'm seeing some data loading problems for Alexnet. I have started a discussion in PyTorch forum. https://discuss.pytorch.org/t/strange-behavior-in-data-loader-with-workers/83769

So, is this the exact version that was used for the experiments in the SOSP paper?

deepakn94 commented 4 years ago

Yeah, we either used this or a close variant of this.

For AlexNet, you need to use synthetic data. AlexNet is a small model, and can be bottlenecked by data loading.