Hi, I haven't yet looked at the new version of the patch, but I ran your benchmark from upthread (fwiw, I removed the sleep 10 to reduce runtimes, the results seem stable enough anyway) on two intel machines, as you mentioned that you saw a lot variation in Azure.
For both I disabled turbo boost, cpu idling and pinned the backend to a single CPU core. There's a bit of noise on "awork3" (basically an editor and an idle browser window), but everything is pinned to the other socket. "awork4" is entirely idle. Looks like overall the results are quite impressive! Some of the extra_cols=0 runs saphire rapids are a bit slower, but the losses are much smaller than the gains in other cases. I think it'd be good to add a few test cases of "incremental deforming" to the benchmark. E.g. a qual that accesses column 10, but projection then deforms up to 20. I'm a bit worried that e.g. the repeated first_null_attr() computations could cause regressions. Greetings, Andres Freund
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awork4-saphire-rapids,master,gcc,6,40,1,185.426 awork4-saphire-rapids,master,gcc,6,40,2,185.111 awork4-saphire-rapids,master,gcc,6,40,3,185.036 awork4-saphire-rapids,master,gcc,7,0,1,48.959 awork4-saphire-rapids,master,gcc,7,0,2,48.945 awork4-saphire-rapids,master,gcc,7,0,3,48.947 awork4-saphire-rapids,master,gcc,7,10,1,80.048 awork4-saphire-rapids,master,gcc,7,10,2,80.427 awork4-saphire-rapids,master,gcc,7,10,3,80.132 awork4-saphire-rapids,master,gcc,7,20,1,109.369 awork4-saphire-rapids,master,gcc,7,20,2,109.421 awork4-saphire-rapids,master,gcc,7,20,3,109.491 awork4-saphire-rapids,master,gcc,7,30,1,146.060 awork4-saphire-rapids,master,gcc,7,30,2,146.426 awork4-saphire-rapids,master,gcc,7,30,3,146.384 awork4-saphire-rapids,master,gcc,7,40,1,182.010 awork4-saphire-rapids,master,gcc,7,40,2,181.952 awork4-saphire-rapids,master,gcc,7,40,3,182.047 awork4-saphire-rapids,master,gcc,8,0,1,48.961 awork4-saphire-rapids,master,gcc,8,0,2,48.976 awork4-saphire-rapids,master,gcc,8,0,3,48.979 awork4-saphire-rapids,master,gcc,8,10,1,80.258 awork4-saphire-rapids,master,gcc,8,10,2,80.078 awork4-saphire-rapids,master,gcc,8,10,3,80.137 awork4-saphire-rapids,master,gcc,8,20,1,109.321 awork4-saphire-rapids,master,gcc,8,20,2,109.377 awork4-saphire-rapids,master,gcc,8,20,3,109.432 awork4-saphire-rapids,master,gcc,8,30,1,146.321 awork4-saphire-rapids,master,gcc,8,30,2,146.334 awork4-saphire-rapids,master,gcc,8,30,3,146.820 awork4-saphire-rapids,master,gcc,8,40,1,181.935 awork4-saphire-rapids,master,gcc,8,40,2,182.043 awork4-saphire-rapids,master,gcc,8,40,3,182.115 awork4-saphire-rapids,v5,gcc,1,0,1,47.179 awork4-saphire-rapids,v5,gcc,1,0,2,47.061 awork4-saphire-rapids,v5,gcc,1,0,3,47.032 awork4-saphire-rapids,v5,gcc,1,10,1,60.513 awork4-saphire-rapids,v5,gcc,1,10,2,60.584 awork4-saphire-rapids,v5,gcc,1,10,3,60.587 awork4-saphire-rapids,v5,gcc,1,20,1,76.657 awork4-saphire-rapids,v5,gcc,1,20,2,76.676 awork4-saphire-rapids,v5,gcc,1,20,3,76.689 awork4-saphire-rapids,v5,gcc,1,30,1,96.932 awork4-saphire-rapids,v5,gcc,1,30,2,96.574 awork4-saphire-rapids,v5,gcc,1,30,3,96.958 awork4-saphire-rapids,v5,gcc,1,40,1,118.203 awork4-saphire-rapids,v5,gcc,1,40,2,118.456 awork4-saphire-rapids,v5,gcc,1,40,3,118.500 awork4-saphire-rapids,v5,gcc,2,0,1,50.122 awork4-saphire-rapids,v5,gcc,2,0,2,50.104 awork4-saphire-rapids,v5,gcc,2,0,3,50.123 awork4-saphire-rapids,v5,gcc,2,10,1,73.909 awork4-saphire-rapids,v5,gcc,2,10,2,74.049 awork4-saphire-rapids,v5,gcc,2,10,3,74.066 awork4-saphire-rapids,v5,gcc,2,20,1,99.370 awork4-saphire-rapids,v5,gcc,2,20,2,99.465 awork4-saphire-rapids,v5,gcc,2,20,3,99.499 awork4-saphire-rapids,v5,gcc,2,30,1,129.085 awork4-saphire-rapids,v5,gcc,2,30,2,128.626 awork4-saphire-rapids,v5,gcc,2,30,3,129.107 awork4-saphire-rapids,v5,gcc,2,40,1,181.695 awork4-saphire-rapids,v5,gcc,2,40,2,181.273 awork4-saphire-rapids,v5,gcc,2,40,3,181.333 awork4-saphire-rapids,v5,gcc,3,0,1,52.065 awork4-saphire-rapids,v5,gcc,3,0,2,52.063 awork4-saphire-rapids,v5,gcc,3,0,3,52.061 awork4-saphire-rapids,v5,gcc,3,10,1,82.646 awork4-saphire-rapids,v5,gcc,3,10,2,82.692 awork4-saphire-rapids,v5,gcc,3,10,3,82.761 awork4-saphire-rapids,v5,gcc,3,20,1,111.720 awork4-saphire-rapids,v5,gcc,3,20,2,111.795 awork4-saphire-rapids,v5,gcc,3,20,3,111.933 awork4-saphire-rapids,v5,gcc,3,30,1,147.043 awork4-saphire-rapids,v5,gcc,3,30,2,147.037 awork4-saphire-rapids,v5,gcc,3,30,3,147.298 awork4-saphire-rapids,v5,gcc,3,40,1,178.232 awork4-saphire-rapids,v5,gcc,3,40,2,178.079 awork4-saphire-rapids,v5,gcc,3,40,3,178.608 awork4-saphire-rapids,v5,gcc,4,0,1,52.093 awork4-saphire-rapids,v5,gcc,4,0,2,52.072 awork4-saphire-rapids,v5,gcc,4,0,3,52.078 awork4-saphire-rapids,v5,gcc,4,10,1,82.694 awork4-saphire-rapids,v5,gcc,4,10,2,82.705 awork4-saphire-rapids,v5,gcc,4,10,3,82.701 awork4-saphire-rapids,v5,gcc,4,20,1,112.105 awork4-saphire-rapids,v5,gcc,4,20,2,112.012 awork4-saphire-rapids,v5,gcc,4,20,3,112.031 awork4-saphire-rapids,v5,gcc,4,30,1,146.771 awork4-saphire-rapids,v5,gcc,4,30,2,147.193 awork4-saphire-rapids,v5,gcc,4,30,3,147.198 awork4-saphire-rapids,v5,gcc,4,40,1,178.500 awork4-saphire-rapids,v5,gcc,4,40,2,178.633 awork4-saphire-rapids,v5,gcc,4,40,3,178.191 awork4-saphire-rapids,v5,gcc,5,0,1,47.865 awork4-saphire-rapids,v5,gcc,5,0,2,47.866 awork4-saphire-rapids,v5,gcc,5,0,3,47.871 awork4-saphire-rapids,v5,gcc,5,10,1,64.176 awork4-saphire-rapids,v5,gcc,5,10,2,64.261 awork4-saphire-rapids,v5,gcc,5,10,3,64.223 awork4-saphire-rapids,v5,gcc,5,20,1,79.541 awork4-saphire-rapids,v5,gcc,5,20,2,79.783 awork4-saphire-rapids,v5,gcc,5,20,3,79.678 awork4-saphire-rapids,v5,gcc,5,30,1,101.540 awork4-saphire-rapids,v5,gcc,5,30,2,101.579 awork4-saphire-rapids,v5,gcc,5,30,3,101.607 awork4-saphire-rapids,v5,gcc,5,40,1,121.498 awork4-saphire-rapids,v5,gcc,5,40,2,121.535 awork4-saphire-rapids,v5,gcc,5,40,3,121.511 awork4-saphire-rapids,v5,gcc,6,0,1,50.831 awork4-saphire-rapids,v5,gcc,6,0,2,50.821 awork4-saphire-rapids,v5,gcc,6,0,3,50.810 awork4-saphire-rapids,v5,gcc,6,10,1,77.795 awork4-saphire-rapids,v5,gcc,6,10,2,77.941 awork4-saphire-rapids,v5,gcc,6,10,3,77.849 awork4-saphire-rapids,v5,gcc,6,20,1,102.979 awork4-saphire-rapids,v5,gcc,6,20,2,103.029 awork4-saphire-rapids,v5,gcc,6,20,3,102.986 awork4-saphire-rapids,v5,gcc,6,30,1,136.245 awork4-saphire-rapids,v5,gcc,6,30,2,135.758 awork4-saphire-rapids,v5,gcc,6,30,3,136.043 awork4-saphire-rapids,v5,gcc,6,40,1,180.620 awork4-saphire-rapids,v5,gcc,6,40,2,180.158 awork4-saphire-rapids,v5,gcc,6,40,3,180.346 awork4-saphire-rapids,v5,gcc,7,0,1,51.187 awork4-saphire-rapids,v5,gcc,7,0,2,51.213 awork4-saphire-rapids,v5,gcc,7,0,3,51.237 awork4-saphire-rapids,v5,gcc,7,10,1,82.384 awork4-saphire-rapids,v5,gcc,7,10,2,82.492 awork4-saphire-rapids,v5,gcc,7,10,3,82.508 awork4-saphire-rapids,v5,gcc,7,20,1,111.640 awork4-saphire-rapids,v5,gcc,7,20,2,111.555 awork4-saphire-rapids,v5,gcc,7,20,3,111.754 awork4-saphire-rapids,v5,gcc,7,30,1,145.710 awork4-saphire-rapids,v5,gcc,7,30,2,146.150 awork4-saphire-rapids,v5,gcc,7,30,3,146.106 awork4-saphire-rapids,v5,gcc,7,40,1,181.022 awork4-saphire-rapids,v5,gcc,7,40,2,181.057 awork4-saphire-rapids,v5,gcc,7,40,3,180.671 awork4-saphire-rapids,v5,gcc,8,0,1,51.177 awork4-saphire-rapids,v5,gcc,8,0,2,51.184 awork4-saphire-rapids,v5,gcc,8,0,3,51.224 awork4-saphire-rapids,v5,gcc,8,10,1,82.421 awork4-saphire-rapids,v5,gcc,8,10,2,82.591 awork4-saphire-rapids,v5,gcc,8,10,3,82.508 awork4-saphire-rapids,v5,gcc,8,20,1,111.636 awork4-saphire-rapids,v5,gcc,8,20,2,111.926 awork4-saphire-rapids,v5,gcc,8,20,3,111.646 awork4-saphire-rapids,v5,gcc,8,30,1,145.822 awork4-saphire-rapids,v5,gcc,8,30,2,145.918 awork4-saphire-rapids,v5,gcc,8,30,3,145.951 awork4-saphire-rapids,v5,gcc,8,40,1,180.658 awork4-saphire-rapids,v5,gcc,8,40,2,180.770 awork4-saphire-rapids,v5,gcc,8,40,3,180.807
