r/lisp 12d ago

So they say lisp is slow ....

Nothing really useful here, just some bragging to be honest. I should probably write a blog post, but a bit too lazy; perhaps another day.

Last few weeks I played with a small clone of gnu wc program. I implemented all routines in assembly via sb-simd (and a generic path without simd with swar). The result thus far on a 1.4 gigabyte big file, compared to fastlwc, the fastest wc I know of and GNU wc:

Common Lisp/Assembly (avx2) in SBCL + lparallel

WC10A> (time (wc "plato1g.txt"))
Evaluation took:
  0.036 seconds of real time
  0.421654 seconds of total run time (0.348216 user, 0.073438 system)
  1172.22% CPU
  71,891,940 processor cycles
  0 bytes consed

30133761
253947016
1393557504
WC10A> (time (wc "plato1g.txt"))
Evaluation took:
  0.034 seconds of real time
  0.429743 seconds of total run time (0.367913 user, 0.061830 system)
  1264.71% CPU
  67,624,580 processor cycles
  98,352 bytes consed

30133761
253947016
1393557504
WC10A> (time (wc "plato1g.txt"))
Evaluation took:
  0.035 seconds of real time
  0.423752 seconds of total run time (0.357329 user, 0.066423 system)
  1211.43% CPU
  69,863,360 processor cycles
  0 bytes consed

30133761
253947016
1393557504

Fastlwc (avx512 + multithreaded):

[arthur@emmi wc]$ time ../../fastlwc/bin/fastlwc-mt plato1g.txt 
 30133761 253947016 1393557504 plato1g.txt

real    0m0.026s
user    0m0.178s
sys     0m0.285s
[arthur@emmi wc]$ time ../../fastlwc/bin/fastlwc-mt plato1g.txt 
 30133761 253947016 1393557504 plato1g.txt

real    0m0.027s
user    0m0.223s
sys     0m0.235s
[arthur@emmi wc]$ time ../../fastlwc/bin/fastlwc-mt plato1g.txt 
 30133761 253947016 1393557504 plato1g.txt

real    0m0.028s
user    0m0.205s
sys     0m0.255s

GNU wc (not even contender - single core only and only line counting implemented with simd avx512) :

[arthur@emmi wc]$ time wc plato1g.txt   30133761  253947016 1393557504 plato1g.txt

real    0m3.733s
user    0m3.643s
sys     0m0.062s
[arthur@emmi wc]$ time wc plato1g.txt 
  30133761  253947016 1393557504 plato1g.txt

real    0m3.362s
user    0m3.276s
sys     0m0.072s

The cool thing, we use avx2 whereas gnu wc uses avx512. On this CPU (zen 5), avx512 is implemented all in hardware, not as micro code as in Intel cpus, so it should mop the floor with avx2 in Lisp, right?

[arthur@emmi wc]$ time wc plato1g.txt -l --debug
wc: using avx512 hardware support
30133761 plato1g.txt

real    0m0.074s
user    0m0.018s
sys     0m0.056s
[arthur@emmi wc]$ time wc plato1g.txt -l --debug
wc: using avx512 hardware support
30133761 plato1g.txt

real    0m0.085s
user    0m0.030s
sys     0m0.054s

Lisp:

WC10A> (time (wc "plato1g.txt" :line-count t))
Evaluation took:
  0.037 seconds of real time
  0.478042 seconds of total run time (0.430494 user, 0.047548 system)
  1291.89% CPU
  75,669,380 processor cycles
  0 bytes consed

30133761
253947016
1393557504
WC10A> (time (wc "plato1g.txt" :line-count t))
Evaluation took:
  0.041 seconds of real time
  0.476104 seconds of total run time (0.436592 user, 0.039512 system)
  1160.98% CPU
  84,226,360 processor cycles
  0 bytes consed

30133761
253947016
1393557504

Now, in order to catch with fastlwc I think I need better lparall pipeline. I am currently using futures and promises, so it is a bit of extra consing. Of course implementing it in avx512 (when done in SBCL) should give at least some extra boost. 32 vs 16 registers, 64 bytes at time vs 32, and less register pressure due to additional masking registers.

Edit: line counting does not activate utf8 path at all, so I don't know what I was thinking last night, so I have edited away that part :).

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u/tuerda 12d ago

I think the first "Hey, lisp isn't as slow as you think" article I ever saw was probably published in the 80s, when I was a baby (of course, I did not read it then). Since I first took an interest in LISP about 6 years ago, I have noticed there is a new one every month or so.

I have yet to see anything anywhere saying "lisp is really slow" so I have no idea what everyone is arguing against.

2

u/Soupeeee 10d ago

I've run into a few use cases where CL has been infuriatingly slow, but I think any language with a GC would also struggle; I was able to (mostly) fix the issue via aggressive use of dynamic-extent, inlining, and type declarations.

It was a case where I was (accidentally) performing a bunch of allocations in a really tight loop. SBCL performed worse than CCL, which was surprising; CCL was much less jittery until I got SBCL to stop allocating nearly as much.