When using the tensorflow profiler for memory footprint analysis, the profiler keeps up to 1000 snapshots. This default value limits us to more detailed memory analysis. I would like to know why this default value is set to 1000.
The relevant code is as follows：
tensorflow/tensorflow/core/profiler/convert/xplane_to_memory_profile.h
Line 30 in f0df570
MemoryProfile ConvertXPlaneToMemoryProfile(const XPlane& host_plane,
tensorflow/tensorflow/core/profiler/convert/xplane_to_memory_profile.cc
Line 550 in f0df570
MemoryProfile memory_profile = ConvertXPlaneToMemoryProfile(*host_plane);