Details

Time bar (total: 25.1s)

sample138.0ms

Algorithm
intervals
Results
83.0ms569×body80valid

simplify1.6s

Counts
1 → 1
Iterations
IterNodes
done5001
41195
3333
2110
147
023

prune26.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 12.3b

localize46.0ms

Local error

Found 4 expressions with local error:

0.5b
(- (* c t) (* i y))
4.4b
(* j (- (* c t) (* i y)))
4.9b
(* b (- (* c z) (* i a)))
6.5b
(* x (- (* y z) (* t a)))

rewrite102.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt
10×pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt
distribute-rgt-in distribute-lft-in associate-*r* associate-*l*
sub-neg prod-diff
associate-*r/ add-log-exp
expm1-log1p-u flip3-- log1p-expm1-u flip--
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
fma-neg diff-log
Counts
4 → 100
Calls
4 calls:
13.0ms
(- (* c t) (* i y))
35.0ms
(* j (- (* c t) (* i y)))
28.0ms
(* b (- (* c z) (* i a)))
21.0ms
(* x (- (* y z) (* t a)))

series336.0ms

Counts
4 → 12
Calls
4 calls:
53.0ms
(- (* c t) (* i y))
102.0ms
(* j (- (* c t) (* i y)))
92.0ms
(* b (- (* c z) (* i a)))
89.0ms
(* x (- (* y z) (* t a)))

simplify974.0ms

Counts
112 → 112
Iterations
IterNodes
done5001
22430
1532
0200

prune1.3s

Pruning

17 alts after pruning (17 fresh and 0 done)

Merged error: 4.2b

localize62.0ms

Local error

Found 4 expressions with local error:

4.2b
(* (* j t) c)
4.9b
(* b (- (* c z) (* i a)))
5.0b
(* (* i j) (- y))
6.5b
(* x (- (* y z) (* t a)))

rewrite85.0ms

Algorithm
rewrite-expression-head
Rules
19×associate-*r*
18×pow1 add-cbrt-cube add-exp-log
16×add-sqr-sqrt
12×*-un-lft-identity add-cube-cbrt
associate-*l* pow-prod-down prod-exp cbrt-unprod
distribute-rgt-in distribute-lft-in
expm1-log1p-u sub-neg prod-diff associate-*r/ *-commutative log1p-expm1-u add-log-exp
distribute-lft-neg-in distribute-rgt-neg-in
flip3-- flip-- unswap-sqr
neg-mul-1 distribute-rgt-neg-out
Counts
4 → 104
Calls
4 calls:
15.0ms
(* (* j t) c)
22.0ms
(* b (- (* c z) (* i a)))
16.0ms
(* (* i j) (- y))
30.0ms
(* x (- (* y z) (* t a)))

series307.0ms

Counts
4 → 12
Calls
4 calls:
35.0ms
(* (* j t) c)
104.0ms
(* b (- (* c z) (* i a)))
60.0ms
(* (* i j) (- y))
107.0ms
(* x (- (* y z) (* t a)))

simplify1.8s

Counts
116 → 116
Iterations
IterNodes
done5000
23387
1600
0218

prune1.4s

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 1.6b

localize65.0ms

Local error

Found 4 expressions with local error:

4.2b
(* (* j t) c)
4.9b
(* b (- (* c z) (* i a)))
5.0b
(* (* i j) (- y))
5.4b
(* (* z y) x)

rewrite105.0ms

Algorithm
rewrite-expression-head
Rules
21×pow1 add-cbrt-cube add-exp-log
19×associate-*r*
13×add-sqr-sqrt
11×*-un-lft-identity add-cube-cbrt
10×pow-prod-down prod-exp cbrt-unprod
associate-*l*
expm1-log1p-u *-commutative log1p-expm1-u add-log-exp
distribute-lft-neg-in distribute-rgt-in distribute-rgt-neg-in distribute-lft-in
sub-neg prod-diff associate-*r/
neg-mul-1 flip3-- distribute-rgt-neg-out flip-- unswap-sqr
Counts
4 → 96
Calls
4 calls:
15.0ms
(* (* j t) c)
22.0ms
(* b (- (* c z) (* i a)))
40.0ms
(* (* i j) (- y))
22.0ms
(* (* z y) x)

series246.0ms

Counts
4 → 12
Calls
4 calls:
33.0ms
(* (* j t) c)
107.0ms
(* b (- (* c z) (* i a)))
55.0ms
(* (* i j) (- y))
51.0ms
(* (* z y) x)

simplify2.2s

Counts
108 → 108
Iterations
IterNodes
done5002
23250
1537
0197

prune1.3s

Pruning

18 alts after pruning (18 fresh and 0 done)

Merged error: 1.1b

localize98.0ms

Local error

Found 4 expressions with local error:

4.2b
(* (* i j) (* (cbrt y) (cbrt y)))
4.2b
(* (* j t) c)
4.9b
(* b (- (* c z) (* i a)))
5.4b
(* (* z y) x)

rewrite111.0ms

Algorithm
rewrite-expression-head
Rules
28×pow1 add-exp-log
24×add-cbrt-cube
15×pow-prod-down prod-exp cbrt-unprod
10×add-sqr-sqrt associate-*r*
*-un-lft-identity add-cube-cbrt
associate-*l*
expm1-log1p-u *-commutative log1p-expm1-u add-log-exp
distribute-rgt-in distribute-lft-in
sub-neg prod-diff associate-*r/
flip3-- flip-- unswap-sqr
Counts
4 → 92
Calls
4 calls:
26.0ms
(* (* i j) (* (cbrt y) (cbrt y)))
25.0ms
(* (* j t) c)
41.0ms
(* b (- (* c z) (* i a)))
15.0ms
(* (* z y) x)

series391.0ms

Counts
4 → 12
Calls
4 calls:
197.0ms
(* (* i j) (* (cbrt y) (cbrt y)))
38.0ms
(* (* j t) c)
104.0ms
(* b (- (* c z) (* i a)))
51.0ms
(* (* z y) x)

simplify1.5s

Counts
104 → 104
Iterations
IterNodes
done5001
22680
1516
0193

prune1.1s

Pruning

18 alts after pruning (18 fresh and 0 done)

Merged error: 0.8b

regimes3.4s

Accuracy

19.4% (9.6b remaining)

Error of 10.6b against oracle of 0.9b and baseline of 12.9b

bsearch648.0ms

Steps
ItersRangePoint
9
7.70965063228703e-102
5.9127208589062964e-95
2.880247879572148e-95
7
-1.232269303527254e-236
-9.03055492461014e-239
-4.687249819554671e-238
8
-6.317400514192425e-196
-2.5579234629896453e-199
-8.403626242362648e-198
5
-5.287463961727755e+36
-2.6111457092222184e+36
-4.053319781872422e+36

simplify33.0ms

Iterations
IterNodes
done199
3199
2185
1148
085

end0.0ms

sample5.8s

Algorithm
intervals
Results
4.3s19189×body80valid