Created
July 10, 2011 18:52
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OpenCL vs Clojure, CPU vs GPU Fibonacci benchmark
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(use 'calx) | |
(def benchn 40) | |
(def ocl-src "int fib(int a) { | |
int b = -1; | |
int c = 1; | |
int d; | |
int i; | |
for (i=0;i<=a;i++) { | |
d = c + b; | |
b = c; | |
c = d; | |
} | |
return c; | |
} | |
__kernel void fibs(__global const int *a, __global int *b) { | |
int gid = get_global_id(0); | |
b[gid] = fib(a[gid]); | |
}") | |
(defn ocl-fibs [maxn prog] | |
(concat '(0 1) @(with-program prog | |
(let [r (vec (range 2 (inc maxn))) | |
a (wrap r :int32) | |
b (mimic a)] | |
(enqueue-kernel :fibs (count r) a b) | |
(enqueue-read b))))) | |
(prn (available-devices)) | |
; not including compilation time | |
(println "OpenCL CPU") | |
(with-cpu | |
(let [prog (compile-program ocl-src)] | |
(time (prn (ocl-fibs benchn prog))))) | |
(println "") | |
(println "OpenCL GPU") | |
(with-gpu | |
(let [prog (compile-program ocl-src)] | |
(time (prn (ocl-fibs benchn prog))))) | |
; ------------------- | |
(defn clj-a-fib [n] | |
(let [b (ref -1) | |
c (ref 1) | |
d (ref 0)] | |
(dosync | |
(dotimes [_ n] | |
(ref-set d (+ @c @b)) | |
(ref-set b @c) | |
(ref-set c @d))) | |
@c)) | |
(defn clj-a-fibs [maxn] | |
(pmap clj-a-fib (range 1 (+ 2 maxn)))) | |
(println "") | |
(println "Clojure Ref") | |
(time (prn (clj-a-fibs benchn))) | |
(defn clj-r-fib [n] | |
(condp = n 0 0 1 1 | |
(+ (clj-r-fib (dec n)) (clj-r-fib (- n 2))))) | |
(defn clj-r-fibs [maxn] | |
(pmap clj-r-fib (range 0 (inc maxn)))) | |
(println "") | |
(println "Clojure Recursive") | |
(println "Press Ctrl+C to stop ;-)") | |
(time (prn (clj-r-fibs benchn))) |
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