Symbolic Basic Block Profiling for Machine Learning Kernels

Jingyu Qiu, Rongcui Dong, Sreepathi Pai

Current basic block profiling techniques obtain the count of executions of each basic block in a program using dynamic instrumentation. These profiling counters create runtime over…