Details

Time bar (total: 18.5s)

sample40.0ms

Algorithm
intervals
Results
12.0ms264×body80valid
3.0ms16×body640valid
2.0msbody1280valid
1.0msbody320valid
1.0ms10×body160valid

simplify1.8s

Counts
1 → 1
Iterations
IterNodes
done5001
63252
5844
4292
3111
245
120
011

prune25.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 9.8b

localize33.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- y z) (- a z))
2.7b
(+ x (* (/ (- y z) (- a z)) (- t x)))
3.8b
(* (/ (- y z) (- a z)) (- t x))

rewrite104.0ms

Algorithm
rewrite-expression-head
Rules
78×add-sqr-sqrt
73×*-un-lft-identity
51×times-frac
31×associate-*l*
27×add-cube-cbrt
23×distribute-lft-out-- difference-of-squares
10×add-cbrt-cube add-exp-log
pow1 associate-/r* flip3-- associate-*r* flip-- associate-/l* add-log-exp
distribute-rgt-in associate-+r+ sub-neg distribute-lft-in associate-/r/
frac-times cbrt-undiv div-exp prod-exp associate-*r/ cbrt-unprod div-inv unswap-sqr associate-/l/
+-commutative clear-num sum-log frac-2neg flip3-+ div-sub pow-prod-down associate-*l/ *-commutative flip-+
Counts
3 → 127
Calls
3 calls:
19.0ms
(/ (- y z) (- a z))
6.0ms
(+ x (* (/ (- y z) (- a z)) (- t x)))
74.0ms
(* (/ (- y z) (- a z)) (- t x))

series729.0ms

Counts
3 → 9
Calls
3 calls:
67.0ms
(/ (- y z) (- a z))
257.0ms
(+ x (* (/ (- y z) (- a z)) (- t x)))
404.0ms
(* (/ (- y z) (- a z)) (- t x))

simplify1.2s

Counts
136 → 136
Iterations
IterNodes
done5001
22148
1536
0195

prune678.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 3.9b

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ 1 (- a z))
0.2b
(* (- y z) (/ 1 (- a z)))
3.4b
(+ x (* (* (- y z) (/ 1 (- a z))) (- t x)))
3.8b
(* (* (- y z) (/ 1 (- a z))) (- t x))

rewrite180.0ms

Algorithm
rewrite-expression-head
Rules
50×add-sqr-sqrt
44×*-un-lft-identity
32×times-frac add-exp-log
26×associate-*r*
25×add-cube-cbrt
20×frac-times add-cbrt-cube
17×flip3-- flip--
14×associate-*l/
13×prod-exp
12×pow1
distribute-lft-out-- difference-of-squares
cbrt-unprod
div-exp associate-*l* associate-*r/ add-log-exp
associate-/r*
distribute-rgt-in associate-+r+ sub-neg distribute-lft-in pow-prod-down associate-/r/ un-div-inv
cbrt-undiv rec-exp 1-exp associate-/l* unswap-sqr
*-commutative div-inv
+-commutative clear-num sum-log frac-2neg flip3-+ flip-+ pow-flip inv-pow
Counts
4 → 154
Calls
4 calls:
21.0ms
(/ 1 (- a z))
50.0ms
(* (- y z) (/ 1 (- a z)))
13.0ms
(+ x (* (* (- y z) (/ 1 (- a z))) (- t x)))
85.0ms
(* (* (- y z) (/ 1 (- a z))) (- t x))

series910.0ms

Counts
4 → 12
Calls
4 calls:
47.0ms
(/ 1 (- a z))
95.0ms
(* (- y z) (/ 1 (- a z)))
235.0ms
(+ x (* (* (- y z) (/ 1 (- a z))) (- t x)))
532.0ms
(* (* (- y z) (/ 1 (- a z))) (- t x))

simplify429.0ms

Counts
166 → 166
Iterations
IterNodes
done5001
1693
0231

prune850.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 3.2b

localize37.0ms

Local error

Found 4 expressions with local error:

3.8b
(* (* (* (cbrt (/ (- y z) (- a z))) (cbrt (/ (- y z) (- a z)))) (cbrt (/ (- y z) (- a z)))) (- t x))
5.0b
(cbrt (/ (- y z) (- a z)))
5.0b
(cbrt (/ (- y z) (- a z)))
5.0b
(cbrt (/ (- y z) (- a z)))

rewrite551.0ms

Algorithm
rewrite-expression-head
Rules
100×add-sqr-sqrt *-un-lft-identity
93×cbrt-prod
75×times-frac
39×cbrt-div
38×add-cube-cbrt
31×distribute-lft-out-- difference-of-squares
29×frac-times
22×associate-*l/
13×pow1 add-exp-log
11×flip3-- associate-*r/ flip--
add-cbrt-cube
pow-prod-down prod-exp associate-/r/ cbrt-unprod
associate-*r*
add-log-exp
pow1/3 div-inv
distribute-rgt-in sub-neg distribute-lft-in
associate-*l* *-commutative
Counts
4 → 170
Calls
4 calls:
513.0ms
(* (* (* (cbrt (/ (- y z) (- a z))) (cbrt (/ (- y z) (- a z)))) (cbrt (/ (- y z) (- a z)))) (- t x))
7.0ms
(cbrt (/ (- y z) (- a z)))
8.0ms
(cbrt (/ (- y z) (- a z)))
8.0ms
(cbrt (/ (- y z) (- a z)))

series1.8s

Counts
4 → 12
Calls
4 calls:
441.0ms
(* (* (* (cbrt (/ (- y z) (- a z))) (cbrt (/ (- y z) (- a z)))) (cbrt (/ (- y z) (- a z)))) (- t x))
457.0ms
(cbrt (/ (- y z) (- a z)))
461.0ms
(cbrt (/ (- y z) (- a z)))
460.0ms
(cbrt (/ (- y z) (- a z)))

simplify1.3s

Counts
182 → 182
Iterations
IterNodes
done5001
22297
1623
0254

prune1.2s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 3.2b

localize35.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- y z))
0.5b
(cbrt (- y z))
3.8b
(* (/ (* (cbrt (- y z)) (cbrt (- y z))) (/ (- a z) (cbrt (- y z)))) (- t x))
7.1b
(+ x (* (/ (* (cbrt (- y z)) (cbrt (- y z))) (/ (- a z) (cbrt (- y z)))) (- t x)))

rewrite120.0ms

Algorithm
rewrite-expression-head
Rules
91×times-frac
69×add-sqr-sqrt
59×*-un-lft-identity
51×associate-*l*
36×cbrt-prod
27×add-cube-cbrt
22×add-exp-log
16×add-cbrt-cube distribute-lft-out-- difference-of-squares
prod-exp cbrt-unprod
pow1 cbrt-undiv cbrt-div div-exp add-log-exp
flip3-- associate-*r* flip--
distribute-rgt-in associate-+r+ sub-neg distribute-lft-in unswap-sqr
associate-/r/
frac-times pow1/3 associate-*r/ div-inv
+-commutative sum-log flip3-+ pow-prod-down associate-*l/ *-commutative flip-+
Counts
4 → 133
Calls
4 calls:
4.0ms
(cbrt (- y z))
3.0ms
(cbrt (- y z))
100.0ms
(* (/ (* (cbrt (- y z)) (cbrt (- y z))) (/ (- a z) (cbrt (- y z)))) (- t x))
6.0ms
(+ x (* (/ (* (cbrt (- y z)) (cbrt (- y z))) (/ (- a z) (cbrt (- y z)))) (- t x)))

series1.2s

Counts
4 → 12
Calls
4 calls:
206.0ms
(cbrt (- y z))
230.0ms
(cbrt (- y z))
501.0ms
(* (/ (* (cbrt (- y z)) (cbrt (- y z))) (/ (- a z) (cbrt (- y z)))) (- t x))
244.0ms
(+ x (* (/ (* (cbrt (- y z)) (cbrt (- y z))) (/ (- a z) (cbrt (- y z)))) (- t x)))

simplify1.9s

Counts
145 → 145
Iterations
IterNodes
done5000
23352
1711
0267

prune907.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 3.2b

regimes737.0ms

Accuracy

23.7% (6.6b remaining)

Error of 10.1b against oracle of 3.5b and baseline of 12.1b

bsearch138.0ms

Steps
ItersRangePoint
9
1.507532718961738e+201
3.8461080361265226e+208
2.3107008637180498e+203
7
-2.964212764581606e+198
-8.157833908662871e+196
-4.1975781468616386e+197

simplify3.0ms

Iterations
IterNodes
done32
132
025

end0.0ms

sample1.7s

Algorithm
intervals
Results
735.0ms7739×body80valid
107.0ms474×body640valid
106.0ms413×body320valid
83.0ms282×body1280valid
30.0ms269×body160valid
5.0ms17×body2560valid