Details

Time bar (total: 51.3s)

sample60.0ms

Algorithm
intervals
Results
22.0ms266×body80valid

simplify6.8s

Counts
1 → 1
Iterations
IterNodes
done5000
114203
101582
9731
8425
7258
6185
5149
4115
375
243
124
014

prune52.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 23.7b

localize39.0ms

Local error

Found 2 expressions with local error:

0.8b
(fma z (- t a) (* x y))
23.0b
(/ (fma z (- t a) (* x y)) (fma (- b y) z y))

rewrite16.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-cbrt-cube add-exp-log
associate-/r* associate-/l*
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u add-log-exp
cbrt-undiv clear-num frac-2neg div-exp fma-udef div-inv
Counts
2 → 41
Calls
2 calls:
2.0ms
(fma z (- t a) (* x y))
11.0ms
(/ (fma z (- t a) (* x y)) (fma (- b y) z y))

series894.0ms

Counts
2 → 6
Calls
2 calls:
95.0ms
(fma z (- t a) (* x y))
798.0ms
(/ (fma z (- t a) (* x y)) (fma (- b y) z y))

simplify7.8s

Counts
47 → 47
Iterations
IterNodes
done5000
44944
3957
2276
1120
071

prune946.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 18.5b

localize46.0ms

Local error

Found 3 expressions with local error:

0.2b
(/ 1 (/ (fma (- b y) z y) (fma z (- t a) (* x y))))
0.8b
(fma z (- t a) (* x y))
23.0b
(/ (fma (- b y) z y) (fma z (- t a) (* x y)))

rewrite59.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
53×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
16×associate-/r* add-exp-log
10×add-cbrt-cube
div-exp
div-inv associate-/l*
pow1 cbrt-undiv
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
rec-exp clear-num frac-2neg 1-exp
associate-/r/ fma-udef pow-flip inv-pow
Counts
3 → 120
Calls
3 calls:
27.0ms
(/ 1 (/ (fma (- b y) z y) (fma z (- t a) (* x y))))
2.0ms
(fma z (- t a) (* x y))
20.0ms
(/ (fma (- b y) z y) (fma z (- t a) (* x y)))

series2.7s

Counts
3 → 9
Calls
3 calls:
2.3s
(/ 1 (/ (fma (- b y) z y) (fma z (- t a) (* x y))))
87.0ms
(fma z (- t a) (* x y))
368.0ms
(/ (fma (- b y) z y) (fma z (- t a) (* x y)))

simplify4.9s

Counts
129 → 129
Iterations
IterNodes
done5001
32856
2915
1382
0173

prune2.1s

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 11.2b

localize52.0ms

Local error

Found 3 expressions with local error:

0.7b
(/ 1 (fma (- b y) z y))
0.8b
(fma z (- t a) (* x y))
22.5b
(* (/ 1 (fma (- b y) z y)) (fma z (- t a) (* x y)))

rewrite48.0ms

Algorithm
rewrite-expression-head
Rules
26×add-sqr-sqrt
20×*-un-lft-identity times-frac
19×add-cube-cbrt
16×add-exp-log
13×associate-*l*
10×add-cbrt-cube
pow1
div-exp prod-exp
expm1-log1p-u associate-/r* associate-*r* fma-udef insert-posit16 log1p-expm1-u associate-/l* add-log-exp unswap-sqr
cbrt-undiv rec-exp 1-exp cbrt-unprod div-inv
distribute-rgt-in clear-num frac-2neg distribute-lft-in pow-prod-down associate-*l/ *-commutative pow-flip inv-pow
Counts
3 → 85
Calls
3 calls:
7.0ms
(/ 1 (fma (- b y) z y))
1.0ms
(fma z (- t a) (* x y))
35.0ms
(* (/ 1 (fma (- b y) z y)) (fma z (- t a) (* x y)))

series2.3s

Counts
3 → 9
Calls
3 calls:
193.0ms
(/ 1 (fma (- b y) z y))
76.0ms
(fma z (- t a) (* x y))
2.1s
(* (/ 1 (fma (- b y) z y)) (fma z (- t a) (* x y)))

simplify4.7s

Counts
94 → 94
Iterations
IterNodes
done5015
32237
2651
1250
0116

prune1.5s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 11.2b

localize82.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y)))))
0.8b
(fma z (- t a) (* x y))
0.8b
(/ 1 (fma z (- t a) (* x y)))
22.2b
(* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y))))

rewrite92.0ms

Algorithm
rewrite-expression-head
Rules
52×add-exp-log
29×add-sqr-sqrt
23×*-un-lft-identity times-frac
22×add-cube-cbrt
20×add-cbrt-cube div-exp
16×prod-exp
13×associate-*r*
10×pow1 rec-exp 1-exp
cbrt-undiv associate-/l*
expm1-log1p-u associate-/r* cbrt-unprod insert-posit16 log1p-expm1-u add-log-exp
associate-*l* div-inv pow-flip unswap-sqr
clear-num frac-2neg pow-prod-down associate-*r/ associate-/r/ un-div-inv inv-pow
*-commutative fma-udef
Counts
4 → 127
Calls
4 calls:
41.0ms
(/ 1 (* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y)))))
1.0ms
(fma z (- t a) (* x y))
8.0ms
(/ 1 (fma z (- t a) (* x y)))
34.0ms
(* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y))))

series3.0s

Counts
4 → 12
Calls
4 calls:
2.4s
(/ 1 (* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y)))))
93.0ms
(fma z (- t a) (* x y))
174.0ms
(/ 1 (fma z (- t a) (* x y)))
365.0ms
(* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y))))

simplify6.2s

Counts
139 → 139
Iterations
IterNodes
done5000
32835
2797
1328
0151

prune1.9s

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 11.2b

regimes3.1s

Accuracy

31.5% (8.5b remaining)

Error of 19.5b against oracle of 11.0b and baseline of 23.4b

bsearch179.0ms

Steps
ItersRangePoint
7
2.881819794786346e+117
1.4369199905592724e+119
5.088199112679185e+118
8
-3.79888392172931e+195
-2.0131075904441452e+192
-5.613549175387801e+193

simplify15.0ms

Iterations
IterNodes
done25
125
021

end0.0ms

sample1.6s

Algorithm
intervals
Results
829.0ms8442×body80valid