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NCCL Library Integration #156

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merged 1 commit into from
Jun 3, 2016

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drnikolaev
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@@ -118,6 +118,7 @@ function(caffe_print_configuration_summary)
caffe_status(" USE_LEVELDB : ${USE_LEVELDB}")
caffe_status(" USE_LMDB : ${USE_LMDB}")
caffe_status(" ALLOW_LMDB_NOLOCK : ${ALLOW_LMDB_NOLOCK}")
caffe_status(" USE_NCCL : ${USE_NCCL}")
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Can you add this down below with the other CUDA options?
https://github.com/NVIDIA/caffe/blob/v0.15.1/cmake/Summary.cmake#L144-L148

@lukeyeager
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CMake didn't auto-detect and use the deb package installation of NCCL automatically. I really like that feature for cuDNN (one less flag to set).

@drnikolaev
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@lukeyeager NCCL does not come as a Deb package. This is old school make && sudo make install thing. And Cmake does find it well.

@@ -424,7 +424,7 @@ RegisterBrewFunction(time);

int main(int argc, char** argv) {
// Print output to stderr (while still logging).
FLAGS_alsologtostderr = 1;
FLAGS_alsologtostderr = true;
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Was this causing a problem?

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No, just a purist habit... :) This flag is boolean.

@lukeyeager
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lukeyeager commented Jun 2, 2016

NCCL does not come as a Deb package.

https://github.com/NVIDIA/nccl/releases

Cmake does find it well.

It can find it, but it doesn't use it until I specify -DUSE_NCCL=On. And since multi-GPU is disabled if you don't have NCCL, we should definitely use it by default if it's available.

@slayton58
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Agreed, if found it should be the default. If not found it should probably warn at that point that multi gpu will be disabled.

On Jun 1, 2016, at 8:25 PM, Luke Yeager [email protected] wrote:

NCCL does not come as a Deb package.

https://github.com/NVIDIA/nccl/releases

Cmake does find it well.

It can find it, but it doesn't use it until I specify -DUSE_NCCL=On. And since multi-GPU is disabled if you don't have NCCL, we should definitely use it by default if it's available.


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@drnikolaev
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Notes from Luke and Simon have been addressed, thank you.

# ---[ NCCL
if(USE_NCCL)
add_definitions(-DUSE_NCCL)
find_package(NCCL REQUIRED)
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Now I can't build Caffe with CUDA unless I have NCCL. I'd like to see this behavior (same as with USE_CUDNN):

USE_NCCL found NCCL? use?
On Yes Yes
On No ERROR
unset Yes Yes
unset No No
Off * No

@lukeyeager
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CMake Error at CMakeLists.txt:40 (caffe_option):
caffe_option Function invoked with incorrect arguments for function named:
caffe_option

@drnikolaev
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@lukeyeager yes, I've seen it and fixing it now.

@drnikolaev drnikolaev force-pushed the caffe-0.15-nccl2 branch 3 times, most recently from bb8c03f to ad43d82 Compare June 3, 2016 06:09
@drnikolaev
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All redundant changes removed, CMake is green.

@drnikolaev drnikolaev merged commit a3b0deb into NVIDIA:caffe-0.15 Jun 3, 2016
@drnikolaev drnikolaev deleted the caffe-0.15-nccl2 branch June 3, 2016 18:02
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3 participants