Details

Time bar (total: 19.3s)

sample55.0ms

Algorithm
intervals
Results
19.0ms242×body80valid
5.0ms18×body640valid
5.0ms12×body1280valid
3.0ms15×body320valid
1.0msbody160valid

simplify1.6s

Counts
1 → 1
Iterations
IterNodes
done5000
61620
5661
4266
3103
243
120
011

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 23.1b

localize20.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- y z) (- t x))
3.0b
(+ x (/ (* (- y z) (- t x)) (- a z)))
14.4b
(/ (* (- y z) (- t x)) (- a z))

rewrite71.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt *-un-lft-identity
13×flip3-- flip--
10×add-cbrt-cube add-exp-log
frac-times associate-/l/
add-cube-cbrt
pow1 associate-/r* times-frac associate-*r* associate-*l* add-log-exp
associate-*l/ associate-*r/ distribute-lft-out-- difference-of-squares
insert-posit16
distribute-rgt-in cbrt-undiv sub-neg distribute-lft-in div-exp prod-exp associate-/r/ cbrt-unprod
+-commutative clear-num sum-log frac-2neg flip3-+ pow-prod-down *-commutative flip-+ div-inv distribute-lft-out associate-/l* unswap-sqr
Counts
3 → 84
Calls
3 calls:
26.0ms
(* (- y z) (- t x))
17.0ms
(+ x (/ (* (- y z) (- t x)) (- a z)))
27.0ms
(/ (* (- y z) (- t x)) (- a z))

series449.0ms

Counts
3 → 9
Calls
3 calls:
67.0ms
(* (- y z) (- t x))
218.0ms
(+ x (/ (* (- y z) (- t x)) (- a z)))
164.0ms
(/ (* (- y z) (- t x)) (- a z))

simplify1.3s

Counts
93 → 93
Iterations
IterNodes
done5001
21858
1481
0165

prune502.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 3.8b

localize30.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (- a z))
0.6b
(cbrt (- a z))
1.5b
(* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (/ (- t x) (cbrt (- a z))))
8.1b
(+ x (* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (/ (- t x) (cbrt (- a z)))))

rewrite123.0ms

Algorithm
rewrite-expression-head
Rules
75×add-sqr-sqrt
59×*-un-lft-identity
52×times-frac
46×associate-*r*
37×cbrt-prod
27×add-cube-cbrt
25×add-exp-log
18×cbrt-div add-cbrt-cube
17×associate-*l*
16×distribute-lft-out-- difference-of-squares
10×associate-/r/
flip3-- flip--
prod-exp cbrt-unprod
cbrt-undiv div-exp
pow1 add-log-exp unswap-sqr
frac-times
insert-posit16
associate-*l/ associate-*r/
pow1/3 div-inv
+-commutative sum-log flip3-+ pow-prod-down *-commutative flip-+
Counts
4 → 138
Calls
4 calls:
5.0ms
(cbrt (- a z))
5.0ms
(cbrt (- a z))
95.0ms
(* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (/ (- t x) (cbrt (- a z))))
13.0ms
(+ x (* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (/ (- t x) (cbrt (- a z)))))

series950.0ms

Counts
4 → 12
Calls
4 calls:
151.0ms
(cbrt (- a z))
161.0ms
(cbrt (- a z))
407.0ms
(* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (/ (- t x) (cbrt (- a z))))
230.0ms
(+ x (* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (/ (- t x) (cbrt (- a z)))))

simplify2.5s

Counts
150 → 150
Iterations
IterNodes
done5002
22907
1748
0258

prune719.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 3.7b

localize43.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (- a z))
0.6b
(cbrt (- a z))
0.6b
(cbrt (- a z))
8.9b
(+ x (* (/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))) (/ (cbrt (- t x)) (cbrt (- a z)))))

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
15×cbrt-prod
13×add-sqr-sqrt *-un-lft-identity
add-cube-cbrt
cbrt-div add-log-exp
pow1 add-cbrt-cube add-exp-log insert-posit16
flip3-- pow1/3 flip-- distribute-lft-out-- difference-of-squares
+-commutative sum-log flip3-+ flip-+
Counts
4 → 60
Calls
4 calls:
4.0ms
(cbrt (- a z))
4.0ms
(cbrt (- a z))
4.0ms
(cbrt (- a z))
10.0ms
(+ x (* (/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))) (/ (cbrt (- t x)) (cbrt (- a z)))))

series838.0ms

Counts
4 → 12
Calls
4 calls:
201.0ms
(cbrt (- a z))
202.0ms
(cbrt (- a z))
200.0ms
(cbrt (- a z))
235.0ms
(+ x (* (/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))) (/ (cbrt (- t x)) (cbrt (- a z)))))

simplify2.4s

Counts
72 → 72
Iterations
IterNodes
done5001
33037
2741
1264
0110

prune529.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 3.3b

localize77.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (- a z))
0.6b
(cbrt (* (cbrt (- a z)) (cbrt (- a z))))
0.6b
(cbrt (cbrt (- a z)))
9.1b
(+ x (* (/ (- y z) (* (/ (* (cbrt (* (cbrt (- a z)) (cbrt (- a z)))) (cbrt (cbrt (- a z)))) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))) (/ (cbrt (- t x)) (cbrt (- a z)))))

rewrite30.0ms

Algorithm
rewrite-expression-head
Rules
26×cbrt-div
19×cbrt-prod
11×add-sqr-sqrt *-un-lft-identity
flip3-- flip--
add-cube-cbrt
add-log-exp
frac-times pow1 add-cbrt-cube add-exp-log insert-posit16
pow1/3
associate-*l/ associate-*r/ distribute-lft-out-- difference-of-squares
+-commutative sum-log flip3-+ flip-+
Counts
4 → 65
Calls
4 calls:
4.0ms
(cbrt (- a z))
11.0ms
(cbrt (* (cbrt (- a z)) (cbrt (- a z))))
5.0ms
(cbrt (cbrt (- a z)))
9.0ms
(+ x (* (/ (- y z) (* (/ (* (cbrt (* (cbrt (- a z)) (cbrt (- a z)))) (cbrt (cbrt (- a z)))) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))) (/ (cbrt (- t x)) (cbrt (- a z)))))

series697.0ms

Counts
4 → 12
Calls
4 calls:
170.0ms
(cbrt (- a z))
140.0ms
(cbrt (* (cbrt (- a z)) (cbrt (- a z))))
191.0ms
(cbrt (cbrt (- a z)))
196.0ms
(+ x (* (/ (- y z) (* (/ (* (cbrt (* (cbrt (- a z)) (cbrt (- a z)))) (cbrt (cbrt (- a z)))) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))) (/ (cbrt (- t x)) (cbrt (- a z)))))

simplify3.4s

Counts
77 → 77
Iterations
IterNodes
done5002
34875
21189
1436
0204

prune596.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 3.2b

regimes746.0ms

Accuracy

29.7% (6.4b remaining)

Error of 9.7b against oracle of 3.2b and baseline of 12.4b

bsearch164.0ms

Steps
ItersRangePoint
8
8.883612526165312e-94
2.7867056099957307e-91
1.3917837591469568e-93
10
-6.087560554388729e-120
-5.880771378225135e-135
-3.4167661692054223e-133

simplify8.0ms

Iterations
IterNodes
done34
134
027

end0.0ms

sample1.5s

Algorithm
intervals
Results
574.0ms7793×body80valid
408.0ms435×body320valid
89.0ms474×body640valid
71.0ms288×body1280valid
25.0ms258×body160valid
6.0ms20×body2560valid