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cluster:181 [2019/07/31 19:02]
hmeij07
cluster:181 [2019/08/02 14:53]
hmeij07 [2019 GPU Models]
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 This is a handy tool [[https://www.nvidia.com/en-us/data-center/tesla/tesla-qualified-servers-catalog/|GPU Server Catalog]] This is a handy tool [[https://www.nvidia.com/en-us/data-center/tesla/tesla-qualified-servers-catalog/|GPU Server Catalog]]
  
-Learn more about the T4 ... the T4 can run in mixed mode (fp32/fp16) and deliver 65 Tflops. Other modes are INT8 at 130 Tops and INT4 260 Tops. Now at 65 Tflops mixed precision the cost dives to $34/tflop. Amazing. And the wattage is amazing too.+Learn more about the T4 ... the T4 can run in mixed mode (fp32/fp16) and can deliver 65 Tflops. Other modes are INT8 at 130 Tops and INT4 260 Tops. Now at 65 Tflops mixed precision the cost dives to $34/tflop. Amazing. And the wattage is amazing too.
  
   * [[https://www.nvidia.com/en-us/data-center/tesla-t4/|T4]]   * [[https://www.nvidia.com/en-us/data-center/tesla-t4/|T4]]
   * [[https://www.nvidia.com/en-us/data-center/products/enterprise-server/|External Link]]   * [[https://www.nvidia.com/en-us/data-center/products/enterprise-server/|External Link]]
 +  * [[http://https://blog.inten.to/hardware-for-deep-learning-part-3-gpu-8906c1644664|Fp32, Fp16, INT8, INT4, Mixed Mode]]
 +      * very interesting peak performance FP32 gpu chart (RTX TITAN and RTX 6000 on top)
 +    * [[https://docs.nvidia.com/deeplearning/sdk/mixed-precision-training/index.html#framework|Training Guide for Mixed Precision]]
  
 Keep track of this; does Amber run on the T4, the web site lists "Turing (SM_75) based cards require CUDA 9.2 or later." but does not list the T4 (too new?). Keep track of this; does Amber run on the T4, the web site lists "Turing (SM_75) based cards require CUDA 9.2 or later." but does not list the T4 (too new?).
cluster/181.txt ยท Last modified: 2019/08/13 12:15 by hmeij07