Details

Time bar (total: 9.0s)

sample138.0ms

Algorithm
intervals
Results
57.0ms464×body80valid

simplify326.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (3.0ms)

IterNodesCost
0329
1779
22309
37359
419209
529949
633889
740789
850019

prune11.0ms

Filtered
1 candidates to 0 candidates (100.0%)
Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 6.9b

Counts
2 → 1

localize29.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* x y) (* z t))
0.0b
(- (+ (* x y) (* z t)) (* (* (+ a (* b c)) c) i))
0.1b
(* (+ a (* b c)) c)
8.4b
(* (* (+ a (* b c)) c) i)

rewrite46.0ms

Algorithm
rewrite-expression-head
Rules
14×associate-*l/
11×pow1 add-exp-log add-cbrt-cube add-log-exp
9×add-sqr-sqrt
7×add-cube-cbrt *-un-lft-identity flip3-+ flip-+
6×associate-*r*
4×associate-*l* pow-prod-down prod-exp frac-sub cbrt-unprod
2×diff-log sum-log *-commutative
1×+-commutative sub-neg flip3-- associate--l+ flip-- unswap-sqr
Counts
4 → 69
Calls
4 calls:
7.0ms
(+ (* x y) (* z t))
13.0ms
(- (+ (* x y) (* z t)) (* (* (+ a (* b c)) c) i))
10.0ms
(* (+ a (* b c)) c)
12.0ms
(* (* (+ a (* b c)) c) i)

series590.0ms

Counts
4 → 12
Calls
4 calls:
26.0ms
(+ (* x y) (* z t))
510.0ms
(- (+ (* x y) (* z t)) (* (* (+ a (* b c)) c) i))
21.0ms
(* (+ a (* b c)) c)
34.0ms
(* (* (+ a (* b c)) c) i)

simplify105.0ms

Algorithm
egg-herbie
Counts
81 → 81
Iterations

Useful iterations: 2 (92.0ms)

IterNodesCost
0436655
12076599
25003591

prune247.0ms

Filtered
81 candidates to 59 candidates (27.2%)
Pruning

8 alts after pruning (8 fresh and 0 done)

PrunedKeptTotal
New73881
Fresh000
Picked101
Done000
Total74882

Merged error: 0.5b

Counts
82 → 8

localize29.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ a (* b c))
0.0b
(+ (* x y) (* z t))
0.0b
(- (+ (* x y) (* z t)) (* (+ a (* b c)) (* c i)))
5.0b
(* (+ a (* b c)) (* c i))

rewrite40.0ms

Algorithm
rewrite-expression-head
Rules
13×add-log-exp
9×pow1 add-exp-log add-cbrt-cube
7×flip3-+ flip-+
6×associate-*l/
5×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
4×frac-sub
3×associate-*l* pow-prod-down prod-exp sum-log cbrt-unprod
2×+-commutative diff-log
1×sub-neg flip3-- associate-*r* associate--l+ *-commutative flip--
Counts
4 → 60
Calls
4 calls:
5.0ms
(+ a (* b c))
7.0ms
(+ (* x y) (* z t))
13.0ms
(- (+ (* x y) (* z t)) (* (+ a (* b c)) (* c i)))
12.0ms
(* (+ a (* b c)) (* c i))

series629.0ms

Counts
4 → 12
Calls
4 calls:
10.0ms
(+ a (* b c))
16.0ms
(+ (* x y) (* z t))
568.0ms
(- (+ (* x y) (* z t)) (* (+ a (* b c)) (* c i)))
35.0ms
(* (+ a (* b c)) (* c i))

simplify97.0ms

Algorithm
egg-herbie
Counts
72 → 72
Iterations

Useful iterations: 2 (83.0ms)

IterNodesCost
0404600
11775555
25003547

prune337.0ms

Filtered
72 candidates to 53 candidates (26.4%)
Pruning

11 alts after pruning (10 fresh and 1 done)

PrunedKeptTotal
New68472
Fresh167
Picked011
Done000
Total691180

Merged error: 0.5b

Counts
80 → 11

localize37.0ms

Local error

Found 4 expressions with local error:

5.0b
(* (+ a (* b c)) (* c i))
10.3b
(cbrt (* (+ a (* b c)) (* c i)))
10.3b
(cbrt (* (+ a (* b c)) (* c i)))
10.3b
(cbrt (* (+ a (* b c)) (* c i)))

rewrite45.0ms

Algorithm
rewrite-expression-head
Rules
9×pow1 add-exp-log add-cbrt-cube
8×associate-*l/
6×cbrt-div
5×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
4×flip3-+ flip-+ add-log-exp
3×cbrt-prod pow1/3 associate-*l* pow-prod-down prod-exp cbrt-unprod
1×associate-*r* *-commutative
Counts
4 → 53
Calls
4 calls:
12.0ms
(* (+ a (* b c)) (* c i))
10.0ms
(cbrt (* (+ a (* b c)) (* c i)))
10.0ms
(cbrt (* (+ a (* b c)) (* c i)))
9.0ms
(cbrt (* (+ a (* b c)) (* c i)))

series286.0ms

Counts
4 → 12
Calls
4 calls:
32.0ms
(* (+ a (* b c)) (* c i))
83.0ms
(cbrt (* (+ a (* b c)) (* c i)))
81.0ms
(cbrt (* (+ a (* b c)) (* c i)))
89.0ms
(cbrt (* (+ a (* b c)) (* c i)))

simplify64.0ms

Algorithm
egg-herbie
Counts
65 → 65
Iterations

Useful iterations: 2 (51.0ms)

IterNodesCost
0327600
11166540
25002524

prune265.0ms

Filtered
65 candidates to 53 candidates (18.5%)
Pruning

11 alts after pruning (9 fresh and 2 done)

PrunedKeptTotal
New65065
Fresh099
Picked011
Done011
Total651176

Merged error: 0.5b

Counts
76 → 11

localize41.0ms

Local error

Found 4 expressions with local error:

1.1b
(cbrt (+ a (* b c)))
1.1b
(cbrt (+ a (* b c)))
2.0b
(* (cbrt (+ a (* b c))) (* c i))
2.9b
(* (* (cbrt (+ a (* b c))) (cbrt (+ a (* b c)))) (* (cbrt (+ a (* b c))) (* c i)))

rewrite61.0ms

Algorithm
rewrite-expression-head
Rules
60×cbrt-div
34×associate-*l/
30×pow1 add-exp-log flip3-+ flip-+
28×frac-times
18×pow-prod-down prod-exp add-cbrt-cube cbrt-unprod
9×cbrt-prod
8×add-sqr-sqrt add-cube-cbrt *-un-lft-identity associate-*r/
7×associate-*l*
4×add-log-exp
2×pow1/3 associate-*r* *-commutative
Counts
4 → 103
Calls
4 calls:
4.0ms
(cbrt (+ a (* b c)))
4.0ms
(cbrt (+ a (* b c)))
12.0ms
(* (cbrt (+ a (* b c))) (* c i))
30.0ms
(* (* (cbrt (+ a (* b c))) (cbrt (+ a (* b c)))) (* (cbrt (+ a (* b c))) (* c i)))

series275.0ms

Counts
4 → 12
Calls
4 calls:
55.0ms
(cbrt (+ a (* b c)))
41.0ms
(cbrt (+ a (* b c)))
144.0ms
(* (cbrt (+ a (* b c))) (* c i))
35.0ms
(* (* (cbrt (+ a (* b c))) (cbrt (+ a (* b c)))) (* (cbrt (+ a (* b c))) (* c i)))

simplify81.0ms

Algorithm
egg-herbie
Counts
115 → 115
Iterations

Useful iterations: 2 (58.0ms)

IterNodesCost
05711654
118901415
250011293

prune137.0ms

Filtered
115 candidates to 68 candidates (40.9%)
Pruning

12 alts after pruning (10 fresh and 2 done)

PrunedKeptTotal
New1132115
Fresh088
Picked101
Done022
Total11412126

Merged error: 0.5b

Counts
126 → 12

regimes2.8s

Accuracy

32.5% (0.6b remaining)

Error of 1.6b against oracle of 1.0b and baseline of 1.9b

bsearch2.0ms

simplify3.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
04629
14629

end0.0ms

sample2.3s

Algorithm
intervals
Results
983.0ms14984×body80valid

Profiling

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