Details

Time bar (total: 22.6s)

sample115.0ms

Algorithm
intervals
Results
45.0ms374×body80valid
36.0ms333×body80nan

simplify3.0s

Counts
1 → 1
Iterations
IterNodes
done5000
63225
51468
4651
3234
283
137
020

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 6.9b

localize40.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (- (* (+ y 0.0007936500793651) z) 0.0027777777777778) z)
0.1b
(* (- x 0.5) (log x))
0.2b
(- (* (- x 0.5) (log x)) x)
6.9b
(/ (+ (* (- (* (+ y 0.0007936500793651) z) 0.0027777777777778) z) 0.083333333333333) x)

rewrite148.0ms

Algorithm
rewrite-expression-head
Rules
26×add-sqr-sqrt
22×*-un-lft-identity
20×add-cube-cbrt
12×log-prod
10×add-cbrt-cube add-exp-log
pow1 times-frac
associate-*l*
associate-*r*
distribute-rgt-in distribute-lft-in associate--l+ add-log-exp
associate-*l/ insert-posit16
associate-/r* flip3-- flip-- associate-/l*
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr associate-/l/
cbrt-undiv clear-num sub-neg frac-2neg flip3-+ diff-log div-exp log-pow flip-+ div-inv distribute-lft-out-- difference-of-squares
Counts
4 → 100
Calls
4 calls:
53.0ms
(* (- (* (+ y 0.0007936500793651) z) 0.0027777777777778) z)
25.0ms
(* (- x 0.5) (log x))
18.0ms
(- (* (- x 0.5) (log x)) x)
50.0ms
(/ (+ (* (- (* (+ y 0.0007936500793651) z) 0.0027777777777778) z) 0.083333333333333) x)

series1.2s

Counts
4 → 12
Calls
4 calls:
42.0ms
(* (- (* (+ y 0.0007936500793651) z) 0.0027777777777778) z)
346.0ms
(* (- x 0.5) (log x))
714.0ms
(- (* (- x 0.5) (log x)) x)
111.0ms
(/ (+ (* (- (* (+ y 0.0007936500793651) z) 0.0027777777777778) z) 0.083333333333333) x)

simplify1.4s

Counts
112 → 112
Iterations
IterNodes
done5000
21453
1509
0220

prune607.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 3.9b

localize71.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt x)
0.5b
(cbrt x)
0.5b
(cbrt x)
6.9b
(/ (+ (* (- (* (+ y 0.0007936500793651) z) 0.0027777777777778) z) 0.083333333333333) x)

rewrite81.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
cbrt-prod times-frac
add-cbrt-cube add-exp-log
pow1 insert-posit16 add-log-exp
associate-/r* pow1/3 associate-/l*
associate-/l/
cbrt-undiv clear-num frac-2neg flip3-+ div-exp flip-+ div-inv
Counts
4 → 66
Calls
4 calls:
1.0ms
(cbrt x)
1.0ms
(cbrt x)
1.0ms
(cbrt x)
75.0ms
(/ (+ (* (- (* (+ y 0.0007936500793651) z) 0.0027777777777778) z) 0.083333333333333) x)

series742.0ms

Counts
4 → 12
Calls
4 calls:
195.0ms
(cbrt x)
202.0ms
(cbrt x)
242.0ms
(cbrt x)
103.0ms
(/ (+ (* (- (* (+ y 0.0007936500793651) z) 0.0027777777777778) z) 0.083333333333333) x)

simplify1.6s

Counts
78 → 78
Iterations
IterNodes
done5022
32504
2643
1226
099

prune639.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.7b

localize87.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt x) (cbrt x))
0.5b
(cbrt x)
0.5b
(cbrt x)
0.5b
(cbrt x)

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
25×cbrt-prod
23×add-sqr-sqrt
15×*-un-lft-identity add-cube-cbrt
11×pow1
pow1/3
swap-sqr associate-*r* associate-*l* add-exp-log
add-cbrt-cube insert-posit16 add-log-exp unswap-sqr
pow-prod-down pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 77
Calls
4 calls:
16.0ms
(* (cbrt x) (cbrt x))
1.0ms
(cbrt x)
1.0ms
(cbrt x)
1.0ms
(cbrt x)

series1.0s

Counts
4 → 12
Calls
4 calls:
274.0ms
(* (cbrt x) (cbrt x))
234.0ms
(cbrt x)
265.0ms
(cbrt x)
264.0ms
(cbrt x)

simplify2.6s

Counts
89 → 89
Iterations
IterNodes
done5002
43832
31045
2380
1138
063

prune571.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.7b

localize89.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt x) (cbrt x))
0.5b
(cbrt x)
0.5b
(cbrt x)
5.2b
(pow x 1/3)

rewrite21.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
22×cbrt-prod
16×*-un-lft-identity add-cube-cbrt
12×pow1
pow1/3
add-exp-log
swap-sqr associate-*r* associate-*l*
add-cbrt-cube insert-posit16 add-log-exp unswap-sqr
pow-unpow unpow-prod-down
pow-prod-down pow-sqr pow-prod-up
pow2 pow-to-exp pow-pow pow-plus unpow1/3 pow-exp prod-exp *-commutative cbrt-unprod sqr-pow
Counts
4 → 84
Calls
4 calls:
14.0ms
(* (cbrt x) (cbrt x))
1.0ms
(cbrt x)
1.0ms
(cbrt x)
3.0ms
(pow x 1/3)

series1.3s

Counts
4 → 12
Calls
4 calls:
289.0ms
(* (cbrt x) (cbrt x))
236.0ms
(cbrt x)
246.0ms
(cbrt x)
515.0ms
(pow x 1/3)

simplify2.1s

Counts
96 → 96
Iterations
IterNodes
done5000
44400
31384
2550
1246
092

prune612.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.7b

regimes630.0ms

Accuracy

75.5% (1.4b remaining)

Error of 2.0b against oracle of 0.6b and baseline of 6.3b

bsearch1.0ms

simplify23.0ms

Iterations
IterNodes
done83
183
061

end0.0ms

sample3.9s

Algorithm
intervals
Results
1.8s11652×body80nan
1.6s11631×body80valid