[Performance] Do not fuse neighbor sampler for 1 thread #6421
+4
−2
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Description
It fixes the issue #6315 (at least for CPU-only configuration)
The fused version of NeighborSampler (sample_neighbors_fused) is prepared as multithreaded, so we can not use it when the number of available threads is lower than 2.
This way we can achieve the same performance as previously with not fused version (which is also multithreaded but with less overhead).
Performance results of the script from the issue #6315 (modified to be allowed to run on CPU-only configuration) on AWS EC2 instance r6i.32xlarge (2 socket Intel(R) Xeon(R) Platinum 8375C) are as follow :
Checklist
Please feel free to remove inapplicable items for your PR.