Memory Profile Format

[ArmageddonKnight]

Adjust the format of the memory profiler output, specifically, to the following:

Scope	Attribute Name	Request	Actual	Reuse?

[ArmageddonKnight]

The Storage Tagging part of the memory profiler consists of the following components:

• Static and Dynamic Graph Backend
  • mxnet::exec::GraphExecutor
    • InitArguments (2)
    • InitDataEntryMemory
  • mxnet::imperative::CachedOp
• NDArray
  • ndarray.h/.cc
• Ephemeral Allocations
  • mxnet::op::CuDNNConvolutionOp
  • mxnet::op::CuDNNDeconvolutionOp
  • mxnet::op::RNNOp
• GPU Memory Profiler
  • mxnet::profiler::GpuMemoryProfiler
• Temporary Resource
  • mxnet::Resource
• GPU Memory Allocator
  • mxnet::storage::GPUDeviceStorage
  • mxnet::storage::PinnedMemoryStorage
  • mxnet::storage::GPUPooledStorageManager

[ArmageddonKnight]

Questions & Concerns

• Do we need to handle GPUPooledRoundedStorageManager? How often is it used compared with the legacy GPUPooledStorageManager?