search

RuokaiYin / SATA_Sim

SATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and inference with sparsity awareness.
MIT License
25 stars 2 forks source link

run.py file missing #1

Closed QianpengLi577 closed 1 year ago

QianpengLi577 commented 1 year ago

When I run inference-energy-cal/cycle-utils.py, I get this error

can't open file '....../scale-sim-v2/run.py': [Errno 2] No such file or directory".

Could you please provide this file？

In addition, I found a bug that doesn't affect the simulation results too much. The extract_workload function in energy-cal.py calculates the size of the output feature map correctly only for the convolutional layers, but not for the fully-connected layers. Here is the relevant code

of_w = (math.floor((attr['IFMAP Width'] + 2 - attr['Filter Width'])/attr['Strides']) + 1)
of_h = (math.floor((attr['IFMAP Height'] + 2 - attr['Filter Height'])/attr['Strides']) + 1)
RuokaiYin commented 1 year ago

Hi Qianpeng,

Sorry for resolving this issue a little bit late. My schedule has been quite overwhelming recently. I just added the scale sim files into another folder and changed all the relative paths. Please check whether it can be successfully running on your side. Please do let me know if there are any further issues, I will be happy to help.

Thank you for pointing out the stride bug, I will resolve it ASAP.

Best, Ruokai

QianpengLi577 commented 1 year ago

Hi Ruokai,

Thanks for fixing it, it works well now.

Best, Qianpeng

RuokaiYin commented 3 months ago

The FC kernel is now supported. Thanks.