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utcs-scea / altis

A benchmarking suite for heterogeneous systems. The primary goal of this project is to improve and update aspects of existing benchmarking suites which are either insufficient or outdated.
https://utcs-scea.github.io/altis/
BSD 2-Clause "Simplified" License
37 stars 14 forks source link

Softmax benchmark #17

Closed mahmoodn closed 3 years ago

mahmoodn commented 3 years ago

Hi I don't see DNN workloads in level 0, 1 and 2 folders. I mean softmax, activation and ... Where should I look exactly?

BDHU commented 3 years ago

They were moved to the deprecated branch and should be inside the darknet directory at level2

mahmoodn commented 3 years ago

I cloned that branch and ran setup.sh. However, it seems that not enough. I also switched to src/cuda/level2/darknet and executed make and got this error

./src/convolutional_layer.c:167:13: error: ‘CUDNN_CONVOLUTION_FWD_SPECIFY_WORKSPACE_LIMIT’ undeclared (first use in this function)
  167 |             CUDNN_CONVOLUTION_FWD_SPECIFY_WORKSPACE_LIMIT,
BDHU commented 3 years ago

Without knowing your execution environment, the answers here are merely speculative. This error is likely caused by CUDA 11 and cuDNN 8. It was tested with CUDA 9 and 10 with cuDNN 7 before and it's likely not supported by newer versions. There might be plans to address those issues but downgrading the CUDA and cuDNN might solve the problem.

mahmoodn commented 3 years ago

Yes that was CUDA 11.2. Thanks.