On Jul 8, 2013, at 11:35 AM, Michael Thomadakis <email@example.com> wrote:Sure, you'll cause congestion across the QPI network when you do non-local PCI reads/writes. That's a given.
> The issue is that when you read or write PCIe_gen 3 dat to a non-local NUMA memory, SandyBridge will use the inter-socket QPIs to get this data across to the other socket. I think there is considerable limitation in PCIe I/O traffic data going over the inter-socket QPI. One way to get around this is for reads to buffer all data into memory space local to the same socket and then transfer them by code across to the other socket's physical memory. For writes the same approach can be used with intermediary process copying data.
But I'm not aware of a hardware limitation on PCI-requested traffic across QPI (I could be wrong, of course -- I'm a software guy, not a hardware guy). A simple test would be to bind an MPI process to a far NUMA node and run a simple MPI bandwidth test and see if to get better/same/worse bandwidth compared to binding an MPI process on a near NUMA socket.
But in terms of doing intermediate (pipelined) reads/writes to local NUMA memory before reading/writing to PCI, no, Open MPI does not do this. Unless there is a PCI-QPI bandwidth constraint that we're unaware of, I'm not sure why you would do this -- it would likely add considerable complexity to the code and it would definitely lead to higher overall MPI latency.
Don't forget that the MPI paradigm is for the application to provide the send/receive buffer. Meaning: MPI doesn't (always) control where the buffer is located (particularly for large messages).
Just what I mentioned in the prior email.
> I was wondering if OpenMPI does anything special memory mapping to work around this.
Open MPI doesn't treat these chips any different.
> And if with Ivy Bridge (or Haswell) he situation has improved.
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