Jingyu Qiu

Symbolic Basic Block Profiling for Machine Learning Kernels

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 overheads and also require the execution of the program, which, for large input sizes, can take substant...