Details

Time bar (total: 24.0s)

sample196.0ms

Algorithm
intervals
Results
49.0ms56×body640valid
43.0ms48×body1280valid
34.0ms36×body10240exit
13.0ms115×body80valid
8.0ms23×body320valid
5.0ms69×body80nan
4.0msbody2560valid
3.0ms14×body160valid
3.0msbody640nan
2.0msbody1280nan
1.0msbody320nan
0.0msbody160nan

simplify4.1s

Counts
1 → 1
Iterations
IterNodes
done5000
74914
6921
5224
484
353
235
120
012

prune12.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 24.5b

localize26.0ms

Local error

Found 3 expressions with local error:

0.1b
(/ (log (fma y (exp z) (- 1.0 y))) t)
2.4b
(log (fma y (exp z) (- 1.0 y)))
2.9b
(fma y (exp z) (- 1.0 y))

rewrite8.0ms

Algorithm
rewrite-expression-head
Rules
13×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
12×times-frac
pow1
add-exp-log
add-cbrt-cube log-pow
associate-/l*
expm1-log1p-u log-prod associate-/r* log1p-expm1-u add-log-exp
cbrt-undiv clear-num frac-2neg div-exp rem-log-exp fma-udef div-inv
Counts
3 → 57
Calls
3 calls:
5.0ms
(/ (log (fma y (exp z) (- 1.0 y))) t)
1.0ms
(log (fma y (exp z) (- 1.0 y)))
0.0ms
(fma y (exp z) (- 1.0 y))

series447.0ms

Counts
3 → 9
Calls
3 calls:
268.0ms
(/ (log (fma y (exp z) (- 1.0 y))) t)
115.0ms
(log (fma y (exp z) (- 1.0 y)))
64.0ms
(fma y (exp z) (- 1.0 y))

simplify746.0ms

Counts
66 → 66
Iterations
IterNodes
done5000
21277
1338
0149

prune477.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 3.9b

localize48.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (* y z) z)
3.0b
(fma 1.0 (* (/ z t) y) (fma (/ (* (* y z) z) t) 0.5 (/ (log 1.0) t)))
4.0b
(* (/ z t) y)
5.4b
(/ (* (* y z) z) t)

rewrite53.0ms

Algorithm
rewrite-expression-head
Rules
23×add-cbrt-cube add-exp-log
20×add-sqr-sqrt
15×*-un-lft-identity add-cube-cbrt
14×associate-*l*
13×times-frac
11×pow1
prod-exp cbrt-unprod
associate-*r*
expm1-log1p-u cbrt-undiv div-exp pow-prod-down log1p-expm1-u add-log-exp
associate-/r*
*-commutative div-inv unswap-sqr
clear-num frac-2neg associate-*l/ fma-udef associate-/l*
Counts
4 → 89
Calls
4 calls:
13.0ms
(* (* y z) z)
0.0ms
(fma 1.0 (* (/ z t) y) (fma (/ (* (* y z) z) t) 0.5 (/ (log 1.0) t)))
12.0ms
(* (/ z t) y)
26.0ms
(/ (* (* y z) z) t)

series263.0ms

Counts
4 → 12
Calls
4 calls:
38.0ms
(* (* y z) z)
135.0ms
(fma 1.0 (* (/ z t) y) (fma (/ (* (* y z) z) t) 0.5 (/ (log 1.0) t)))
40.0ms
(* (/ z t) y)
50.0ms
(/ (* (* y z) z) t)

simplify1.9s

Counts
101 → 101
Iterations
IterNodes
done5000
22596
1358
0143

prune760.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 3.9b

localize79.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt t)
0.6b
(cbrt t)
3.0b
(fma 1.0 (* (/ (* (cbrt z) (cbrt z)) (* (cbrt t) (cbrt t))) (* y (/ (cbrt z) (cbrt t)))) (fma (/ (* (* y z) z) t) 0.5 (/ (log 1.0) t)))
5.4b
(/ (* (* y z) z) t)

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
13×add-cbrt-cube add-exp-log
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
cbrt-prod
expm1-log1p-u pow1 log1p-expm1-u add-log-exp
cbrt-undiv associate-/r* times-frac div-exp prod-exp cbrt-unprod
pow1/3
clear-num frac-2neg fma-udef div-inv associate-/l*
Counts
4 → 61
Calls
4 calls:
1.0ms
(cbrt t)
1.0ms
(cbrt t)
0.0ms
(fma 1.0 (* (/ (* (cbrt z) (cbrt z)) (* (cbrt t) (cbrt t))) (* y (/ (cbrt z) (cbrt t)))) (fma (/ (* (* y z) z) t) 0.5 (/ (log 1.0) t)))
16.0ms
(/ (* (* y z) z) t)

series682.0ms

Counts
4 → 12
Calls
4 calls:
230.0ms
(cbrt t)
279.0ms
(cbrt t)
124.0ms
(fma 1.0 (* (/ (* (cbrt z) (cbrt z)) (* (cbrt t) (cbrt t))) (* y (/ (cbrt z) (cbrt t)))) (fma (/ (* (* y z) z) t) 0.5 (/ (log 1.0) t)))
48.0ms
(/ (* (* y z) z) t)

simplify756.0ms

Counts
73 → 73
Iterations
IterNodes
done5000
21689
1270
0111

prune704.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 3.9b

localize157.0ms

Local error

Found 4 expressions with local error:

5.0b
(/ y (/ (/ t z) z))
21.9b
(cbrt (fma 1.0 (* y (pow (/ (cbrt z) (cbrt t)) 3)) (fma 0.5 (/ y (/ (/ t z) z)) (/ (log 1.0) t))))
21.9b
(cbrt (fma 1.0 (* y (pow (/ (cbrt z) (cbrt t)) 3)) (fma 0.5 (/ y (/ (/ t z) z)) (/ (log 1.0) t))))
21.9b
(cbrt (fma 1.0 (* y (pow (/ (cbrt z) (cbrt t)) 3)) (fma 0.5 (/ y (/ (/ t z) z)) (/ (log 1.0) t))))

rewrite43.0ms

Algorithm
rewrite-expression-head
Rules
393×times-frac
191×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
43×associate-/r*
17×div-inv
13×add-cbrt-cube add-exp-log
cbrt-prod
cbrt-undiv div-exp
expm1-log1p-u pow1 log1p-expm1-u add-log-exp
pow1/3 associate-/l*
clear-num frac-2neg associate-/r/
Counts
4 → 233
Calls
4 calls:
25.0ms
(/ y (/ (/ t z) z))
1.0ms
(cbrt (fma 1.0 (* y (pow (/ (cbrt z) (cbrt t)) 3)) (fma 0.5 (/ y (/ (/ t z) z)) (/ (log 1.0) t))))
1.0ms
(cbrt (fma 1.0 (* y (pow (/ (cbrt z) (cbrt t)) 3)) (fma 0.5 (/ y (/ (/ t z) z)) (/ (log 1.0) t))))
1.0ms
(cbrt (fma 1.0 (* y (pow (/ (cbrt z) (cbrt t)) 3)) (fma 0.5 (/ y (/ (/ t z) z)) (/ (log 1.0) t))))

series1.3s

Counts
4 → 12
Calls
4 calls:
45.0ms
(/ y (/ (/ t z) z))
419.0ms
(cbrt (fma 1.0 (* y (pow (/ (cbrt z) (cbrt t)) 3)) (fma 0.5 (/ y (/ (/ t z) z)) (/ (log 1.0) t))))
390.0ms
(cbrt (fma 1.0 (* y (pow (/ (cbrt z) (cbrt t)) 3)) (fma 0.5 (/ y (/ (/ t z) z)) (/ (log 1.0) t))))
440.0ms
(cbrt (fma 1.0 (* y (pow (/ (cbrt z) (cbrt t)) 3)) (fma 0.5 (/ y (/ (/ t z) z)) (/ (log 1.0) t))))

simplify822.0ms

Counts
245 → 245
Iterations
IterNodes
done5000
11443
0517

prune3.1s

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 3.9b

regimes868.0ms

Accuracy

73% (4.3b remaining)

Error of 8.1b against oracle of 3.8b and baseline of 19.7b

bsearch3.0ms

simplify4.0ms

Iterations
IterNodes
done36
136
031

end0.0ms

sample6.4s

Algorithm
intervals
Results
1.9s1620×body10240exit
1.2s1456×body1280valid
832.0ms1534×body640valid
662.0ms2554×body80nan
433.0ms3534×body80valid
338.0ms941×body320valid
149.0ms85×body2560valid
90.0ms276×body640nan
82.0ms476×body160valid
44.0ms103×body1280nan
40.0ms168×body320nan
15.0ms110×body160nan