Hsin-Ping

3 posts

Hsin-Ping

Hsin-Ping

@Hsinping_Chou

What up

Hsinchu City, Taiwan Присоединился Nisan 2010
129 Подписки13 Подписчики
Hsin-Ping
Hsin-Ping@Hsinping_Chou·
@xbresson I'm running the code with PyTorch 1.0.0 CUDA 10.0 Can you please share the spec of your server or any tips that should be taken care of?
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Xavier Bresson
Xavier Bresson@xbresson·
Benchmarking my new RXT2080Ti GPUs :) on ImageNet with ResNet50: github.com/pytorch/exampl… Got 23min/epoch with 4 x RXT2080Ti. Seems okay but I'd appreciate to know if you got similar time?
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Hsin-Ping
Hsin-Ping@Hsinping_Chou·
@xbresson I had serious I/O issue when the dataset was stored on a HDD. I then store the dataset on a SATA SSD which gave significant improvement but still far from your results. I got 1hour/epoch with 4 RTX 2080ti on ImageNet with ResNet50.
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Hsin-Ping
Hsin-Ping@Hsinping_Chou·
@xbresson Hi Xavier, I ran the exact same code. Below are the specs of my server. Supermicro 7048GR-TR 4U server CPU: Intel XEON E5-2620 *2 RAM: DDR4 16G *4 (another 64G swap memory is configured as well) GPU: ASUS Turbo GeForceR RTX 2080 Ti *4 HDD: 4TB *1 SSD: 256GB SATA SSD
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