Details

Time bar (total: 49.8s)

sample58.0ms

Algorithm
intervals
Results
17.0ms238×body80valid
5.0ms18×body640valid
4.0ms10×body1280valid
3.0ms15×body320valid
1.0msbody160valid

simplify2.9s

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01113
12313
24413
312213
433413
597613
6403513
done500013

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 14.0b

localize22.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- t x) (- a z))
3.3b
(+ x (* (- y z) (/ (- t x) (- a z))))
4.3b
(* (- y z) (/ (- t x) (- a z)))

rewrite198.0ms

Algorithm
rewrite-expression-head
Rules
78×add-sqr-sqrt
73×*-un-lft-identity
51×times-frac
31×associate-*r*
27×add-cube-cbrt
23×distribute-lft-out-- difference-of-squares
10×add-exp-log add-cbrt-cube
pow1 flip3-- associate-*l* associate-/r* flip-- associate-/l* add-log-exp
associate-/r/
cbrt-undiv frac-times div-exp associate-*l/ prod-exp cbrt-unprod div-inv associate-/l/ unswap-sqr
+-commutative frac-2neg flip3-+ div-sub associate-*r/ pow-prod-down clear-num sum-log *-commutative flip-+
Counts
3 → 119
Calls
3 calls:
48.0ms
(/ (- t x) (- a z))
15.0ms
(+ x (* (- y z) (/ (- t x) (- a z))))
127.0ms
(* (- y z) (/ (- t x) (- a z)))

series524.0ms

Counts
3 → 9
Calls
3 calls:
72.0ms
(/ (- t x) (- a z))
224.0ms
(+ x (* (- y z) (/ (- t x) (- a z))))
228.0ms
(* (- y z) (/ (- t x) (- a z)))

simplify1.8s

Counts
128 → 128
Iterations

Useful iterations: 2 (459.0ms)

IterNodesCost
01831813
15001716
226721606
done50021606

prune535.0ms

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 5.2b

localize22.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- a z))
0.5b
(cbrt (- a z))
0.9b
(* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (/ (- t x) (cbrt (- a z))))
8.7b
(+ x (* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (/ (- t x) (cbrt (- a z)))))

rewrite594.0ms

Algorithm
rewrite-expression-head
Rules
772×times-frac
686×add-sqr-sqrt
600×*-un-lft-identity
487×cbrt-prod
374×associate-*l*
270×add-cube-cbrt
165×distribute-lft-out-- difference-of-squares
46×associate-*r*
25×add-exp-log
24×cbrt-div
21×unswap-sqr
20×associate-/r/
16×add-cbrt-cube
12×flip3-- flip--
10×div-inv
cbrt-undiv div-exp
pow1 prod-exp cbrt-unprod add-log-exp
pow1/3
+-commutative frac-times flip3-+ associate-*r/ pow-prod-down associate-*l/ sum-log *-commutative flip-+
Counts
4 → 506
Calls
4 calls:
4.0ms
(cbrt (- a z))
4.0ms
(cbrt (- a z))
512.0ms
(* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (/ (- t x) (cbrt (- a z))))
11.0ms
(+ x (* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (/ (- t x) (cbrt (- a z)))))

series1.2s

Counts
4 → 12
Calls
4 calls:
259.0ms
(cbrt (- a z))
203.0ms
(cbrt (- a z))
426.0ms
(* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (/ (- t x) (cbrt (- a z))))
301.0ms
(+ x (* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (/ (- t x) (cbrt (- a z)))))

simplify881.0ms

Counts
518 → 518
Iterations

Useful iterations: done (857.0ms)

IterNodesCost
052412813
1172412646
done500012300

prune2.7s

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 5.2b

localize41.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (* (cbrt (- a z)) (cbrt (- a z))))
0.6b
(* (cbrt (- a z)) (cbrt (- a z)))
0.9b
(* (/ (/ (- y z) (cbrt (- a z))) (* (cbrt (* (cbrt (- a z)) (cbrt (- a z)))) (cbrt (cbrt (- a z))))) (/ (- t x) (cbrt (- a z))))
9.4b
(+ x (* (/ (/ (- y z) (cbrt (- a z))) (* (cbrt (* (cbrt (- a z)) (cbrt (- a z)))) (cbrt (cbrt (- a z))))) (/ (- t x) (cbrt (- a z)))))

rewrite450.0ms

Algorithm
rewrite-expression-head
Rules
132×cbrt-div
128×times-frac
127×add-sqr-sqrt
117×*-un-lft-identity
84×associate-*l*
80×cbrt-prod
54×associate-*r*
51×add-cube-cbrt
47×add-exp-log
41×flip3-- flip--
37×frac-times
32×distribute-lft-out--
30×associate-/r/ difference-of-squares
28×add-cbrt-cube
19×associate-*l/
17×cbrt-undiv div-exp
15×prod-exp cbrt-unprod
13×pow1 associate-*r/
10×swap-sqr
pow1/3 unswap-sqr
add-log-exp
pow-prod-down div-inv
pow-sqr *-commutative pow-prod-up
+-commutative pow2 flip3-+ pow-plus sum-log flip-+
Counts
4 → 241
Calls
4 calls:
25.0ms
(cbrt (* (cbrt (- a z)) (cbrt (- a z))))
42.0ms
(* (cbrt (- a z)) (cbrt (- a z)))
356.0ms
(* (/ (/ (- y z) (cbrt (- a z))) (* (cbrt (* (cbrt (- a z)) (cbrt (- a z)))) (cbrt (cbrt (- a z))))) (/ (- t x) (cbrt (- a z))))
9.0ms
(+ x (* (/ (/ (- y z) (cbrt (- a z))) (* (cbrt (* (cbrt (- a z)) (cbrt (- a z)))) (cbrt (cbrt (- a z))))) (/ (- t x) (cbrt (- a z)))))

series1.1s

Counts
4 → 12
Calls
4 calls:
193.0ms
(cbrt (* (cbrt (- a z)) (cbrt (- a z))))
191.0ms
(* (cbrt (- a z)) (cbrt (- a z)))
495.0ms
(* (/ (/ (- y z) (cbrt (- a z))) (* (cbrt (* (cbrt (- a z)) (cbrt (- a z)))) (cbrt (cbrt (- a z))))) (/ (- t x) (cbrt (- a z))))
255.0ms
(+ x (* (/ (/ (- y z) (cbrt (- a z))) (* (cbrt (* (cbrt (- a z)) (cbrt (- a z)))) (cbrt (cbrt (- a z))))) (/ (- t x) (cbrt (- a z)))))

simplify779.0ms

Counts
253 → 253
Iterations

Useful iterations: done (769.0ms)

IterNodesCost
04307428
112887080
done50006466

prune1.8s

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 5.2b

localize38.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- a z))
0.5b
(cbrt (- a z))
2.9b
(* (/ (- y z) (* (cbrt (cbrt (- a z))) (cbrt (cbrt (- a z))))) (/ (/ (/ (- t x) (cbrt (- a z))) (cbrt (- a z))) (cbrt (cbrt (- a z)))))
8.7b
(+ x (* (/ (- y z) (* (cbrt (cbrt (- a z))) (cbrt (cbrt (- a z))))) (/ (/ (/ (- t x) (cbrt (- a z))) (cbrt (- a z))) (cbrt (cbrt (- a z))))))

rewrite4.4s

Algorithm
rewrite-expression-head
Rules
11811×times-frac
9674×cbrt-prod
8070×add-sqr-sqrt
7880×*-un-lft-identity
4120×associate-*r*
3826×add-cube-cbrt
2027×distribute-lft-out-- difference-of-squares
230×cbrt-div
208×associate-/r/
108×flip3-- flip--
101×div-inv
58×add-exp-log
44×unswap-sqr
32×add-cbrt-cube
26×cbrt-undiv div-exp
17×associate-*l*
16×prod-exp cbrt-unprod
pow1 add-log-exp
frac-times
associate-*r/ associate-*l/
pow1/3
+-commutative flip3-+ pow-prod-down sum-log *-commutative flip-+
Counts
4 → 4258
Calls
4 calls:
4.0ms
(cbrt (- a z))
4.0ms
(cbrt (- a z))
2.8s
(* (/ (- y z) (* (cbrt (cbrt (- a z))) (cbrt (cbrt (- a z))))) (/ (/ (/ (- t x) (cbrt (- a z))) (cbrt (- a z))) (cbrt (cbrt (- a z)))))
8.0ms
(+ x (* (/ (- y z) (* (cbrt (cbrt (- a z))) (cbrt (cbrt (- a z))))) (/ (/ (/ (- t x) (cbrt (- a z))) (cbrt (- a z))) (cbrt (cbrt (- a z))))))

series1.1s

Counts
4 → 12
Calls
4 calls:
213.0ms
(cbrt (- a z))
198.0ms
(cbrt (- a z))
493.0ms
(* (/ (- y z) (* (cbrt (cbrt (- a z))) (cbrt (cbrt (- a z))))) (/ (/ (/ (- t x) (cbrt (- a z))) (cbrt (- a z))) (cbrt (cbrt (- a z)))))
216.0ms
(+ x (* (/ (- y z) (* (cbrt (cbrt (- a z))) (cbrt (cbrt (- a z))))) (/ (/ (/ (- t x) (cbrt (- a z))) (cbrt (- a z))) (cbrt (cbrt (- a z))))))

simplify2.7s

Counts
4270 → 4270
Iterations

Useful iterations: 0 (558.0ms)

IterNodesCost
05413170352
done5413170352

prune23.3s

Pruning

14 alts after pruning (11 fresh and 3 done)

Merged error: 5.2b

regimes482.0ms

Accuracy

57% (3.6b remaining)

Error of 7.8b against oracle of 4.2b and baseline of 12.5b

bsearch3.0ms

simplify4.0ms

Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
02993
13970
done3970

end0.0ms

sample2.1s

Algorithm
intervals
Results
1.1s7738×body80valid
219.0ms465×body640valid
84.0ms268×body1280valid
80.0ms428×body320valid
32.0ms269×body160valid
4.0ms12×body2560valid