Details

Time bar (total: 25.3s)

sample39.0ms

Algorithm
intervals
Results
22.0ms265×body80valid

simplify3.0s

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

prune36.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 19.3b

localize22.0ms

Local error

Found 3 expressions with local error:

0.0b
(fma (- b y) z y)
0.0b
(fma z (- t a) (* x y))
18.6b
(/ (fma z (- t a) (* x y)) (fma (- b y) z y))

rewrite6.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-cbrt-cube add-exp-log
expm1-log1p-u pow1 associate-/r* log1p-expm1-u associate-/l* add-log-exp
fma-udef
cbrt-undiv clear-num frac-2neg div-exp div-inv
Counts
3 → 49
Calls
3 calls:
0.0ms
(fma (- b y) z y)
0.0ms
(fma z (- t a) (* x y))
4.0ms
(/ (fma z (- t a) (* x y)) (fma (- b y) z y))

series605.0ms

Counts
3 → 9
Calls
3 calls:
63.0ms
(fma (- b y) z y)
72.0ms
(fma z (- t a) (* x y))
470.0ms
(/ (fma z (- t a) (* x y)) (fma (- b y) z y))

simplify1.3s

Counts
58 → 58
Iterations
IterNodes
done5001
31102
2306
1134
077

prune633.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 15.1b

localize26.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma (- b y) z y)
0.0b
(fma z (- t a) (* x y))
0.6b
(/ 1 (fma (- b y) z y))
18.4b
(* (fma z (- t a) (* x y)) (/ 1 (fma (- b y) z y)))

rewrite21.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt
21×*-un-lft-identity
20×times-frac add-cube-cbrt
17×add-exp-log
13×associate-*r*
11×add-cbrt-cube
pow1
expm1-log1p-u div-exp prod-exp log1p-expm1-u add-log-exp
associate-/r* associate-*l* associate-/l* unswap-sqr
cbrt-undiv rec-exp 1-exp cbrt-unprod fma-udef div-inv
clear-num frac-2neg pow-prod-down associate-*r/ un-div-inv *-commutative pow-flip inv-pow
Counts
4 → 91
Calls
4 calls:
0.0ms
(fma (- b y) z y)
0.0ms
(fma z (- t a) (* x y))
5.0ms
(/ 1 (fma (- b y) z y))
13.0ms
(* (fma z (- t a) (* x y)) (/ 1 (fma (- b y) z y)))

series743.0ms

Counts
4 → 12
Calls
4 calls:
37.0ms
(fma (- b y) z y)
98.0ms
(fma z (- t a) (* x y))
162.0ms
(/ 1 (fma (- b y) z y))
446.0ms
(* (fma z (- t a) (* x y)) (/ 1 (fma (- b y) z y)))

simplify2.6s

Counts
103 → 103
Iterations
IterNodes
done5003
32637
2699
1238
0114

prune765.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 15.1b

localize44.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma (- b y) z y)
0.0b
(fma z (- t a) (* x y))
0.4b
(/ 1 (/ (fma (- b y) z y) (fma z (- t a) (* x y))))
18.5b
(/ (fma (- b y) z y) (fma z (- t a) (* x y)))

rewrite18.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
54×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
17×add-exp-log
16×associate-/r*
11×add-cbrt-cube
div-exp
div-inv associate-/l*
pow1
expm1-log1p-u cbrt-undiv log1p-expm1-u add-log-exp
rec-exp clear-num frac-2neg 1-exp fma-udef
associate-/r/ pow-flip inv-pow
Counts
4 → 127
Calls
4 calls:
0.0ms
(fma (- b y) z y)
0.0ms
(fma z (- t a) (* x y))
9.0ms
(/ 1 (/ (fma (- b y) z y) (fma z (- t a) (* x y))))
4.0ms
(/ (fma (- b y) z y) (fma z (- t a) (* x y)))

series2.2s

Counts
4 → 12
Calls
4 calls:
68.0ms
(fma (- b y) z y)
57.0ms
(fma z (- t a) (* x y))
1.8s
(/ 1 (/ (fma (- b y) z y) (fma z (- t a) (* x y))))
255.0ms
(/ (fma (- b y) z y) (fma z (- t a) (* x y)))

simplify2.9s

Counts
139 → 139
Iterations
IterNodes
done5000
32995
2871
1394
0178

prune1.1s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 7.4b

localize40.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma z (- t a) (* x y))
0.3b
(/ 1 (fma z (- t a) (* x y)))
0.4b
(/ 1 (* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y)))))
18.4b
(* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y))))

rewrite82.0ms

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 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 → 123
Calls
4 calls:
1.0ms
(fma z (- t a) (* x y))
8.0ms
(/ 1 (fma z (- t a) (* x y)))
40.0ms
(/ 1 (* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y)))))
27.0ms
(* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y))))

series2.2s

Counts
4 → 12
Calls
4 calls:
70.0ms
(fma z (- t a) (* x y))
104.0ms
(/ 1 (fma z (- t a) (* x y)))
1.8s
(/ 1 (* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y)))))
234.0ms
(* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y))))

simplify2.9s

Counts
135 → 135
Iterations
IterNodes
done5000
32498
2773
1327
0147

prune985.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 7.4b

regimes1.1s

Accuracy

34.2% (8.1b remaining)

Error of 19.3b against oracle of 11.1b and baseline of 23.5b

bsearch174.0ms

Steps
ItersRangePoint
8
4.897816382155483e+93
3.6148537752216936e+96
2.561533282437488e+94
9
-3.728707597211122e+178
-7.471105108370609e+171
-7.55495103000839e+171

simplify3.0ms

Iterations
IterNodes
done25
125
021

end0.0ms

sample1.7s

Algorithm
intervals
Results
1.3s8372×body80valid