FrozenGene commented on issue #4747: [ThreadPool] Solve ARM BIG.LITTLE heterogeneous multicores URL: https://github.com/apache/incubator-tvm/pull/4747#issuecomment-576208993 > This approach needs to be added as comments in the code explaining how this is expected to work. Further I suspect it is TVM_BIND_MASTER_THREAD that you refer to above ? What is the role of the TVM master thread ? Is it another thread that does compute or is it a "controlling" thread ? TVM_BIND_MASTER_THREAD is related with `exclude_worker0` , the default value of `exclude_worker0` is false. https://github.com/apache/incubator-tvm/blob/master/include/tvm/runtime/threading_backend.h#L50. As the comment said, if it is false, we will make main thread compute worker0 and worker0 will not be launched in a new thread. Normally main thread doesn't have much to do. If TVM_BIND_MASTER_THREAD env var is set, we will bind the main thread be sored_order_[0] or sored_order_[-1] (if we are in the little mode) So previous solution is let us doesn't bind the master thread be one specific core. so that our master thread could run any cores. But previous solution omit one situation that ARM CPU has BIG.LITTLE, we can not add all cpus to CPU SET. It will result in main thread could run big core (even users specify tvm run little cores). Also could run little cores (even users specify tvm run big cores). This PR solves this by restrict tvm master thread's cpu set. That is to say: if we are in the little mode, we should restrict master thread run only little cores. if we are in the big mode, we should restrict master thread run only big cores. Note: This could work well on x86 cpu too. Because x86 cpu doesn't have BIG.Little. our code implementation will use big_count_ to calculate the cpu cores by default. So master thread could run any cores. I will add comment to explain a bit in code. > pthread_atfork IIRC originally comes from the posix group from Issue 5 as documented here. Checking the other libcs suggest that all other mainstream Linux runtimes like glibc, musl and bionic support this and thus are we working around a limitation of AliOS here ? AliOS like some versions of Android, doesn't provide pthread_atfork. However, the key to solve this problem is doesn't restrict master thread bind to one specific core. So PR's solution could work fine on Linux / Android too. pthread_atfork is not a key or must.
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