

Overview details: Resnet50_batchsize4



Overview details: Resnet50_batchsize32

Kernel View
The kernel has “Blocks per SM” and “Est. Achieved Occupancy” which is a great tool to compare model runs. 



Mean Blocks per SM:
Blocks per SM = Blocks of this kernel / SM number of this GPU. If this number is less than 1, it indicates the GPU multiprocessors are not fully utilized. “Mean Blocks per SM” is weighted average of all runs of this kernel name, using each run’s duration as weight.  
Mean Est. Achieved Occupancy: