Details

Time bar (total: 28.2s)

sample64.0ms

Algorithm
intervals
Results
19.0ms274×body80valid

simplify7.1s

Counts
1 → 1
Iterations
IterNodes
done5000
194773
184446
174104
163769
153421
143040
132531
121678
11893
10514
9408
8343
7275
6198
5139
494
358
233
117
010

prune59.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize35.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ t (- a z))
2.2b
(fma (- y z) (/ t (- a z)) x)

rewrite26.0ms

Algorithm
rewrite-expression-head
Rules
20×add-sqr-sqrt *-un-lft-identity
15×times-frac
12×add-cube-cbrt
associate-/r*
add-exp-log add-cbrt-cube distribute-lft-out-- difference-of-squares
associate-/l*
pow1 expm1-log1p-u associate-/r/ log1p-expm1-u add-log-exp
cbrt-undiv flip3-- frac-2neg div-exp clear-num flip-- fma-udef div-inv
Counts
2 → 49
Calls
2 calls:
22.0ms
(/ t (- a z))
1.0ms
(fma (- y z) (/ t (- a z)) x)

series289.0ms

Counts
2 → 6
Calls
2 calls:
90.0ms
(/ t (- a z))
199.0ms
(fma (- y z) (/ t (- a z)) x)

simplify2.3s

Counts
55 → 55
Iterations
IterNodes
done5006
31265
2453
1176
092

prune555.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize27.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ t (- a z))
11.3b
(* (- y z) (/ t (- a z)))

rewrite132.0ms

Algorithm
rewrite-expression-head
Rules
43×add-sqr-sqrt
38×*-un-lft-identity
31×times-frac
22×add-cube-cbrt
21×associate-*r*
add-exp-log add-cbrt-cube
distribute-lft-out-- difference-of-squares
associate-*l* associate-/r*
pow1 flip3-- associate-/r/ flip--
associate-/l*
cbrt-undiv expm1-log1p-u frac-times div-exp associate-*l/ prod-exp cbrt-unprod log1p-expm1-u div-inv add-log-exp unswap-sqr
frac-2neg associate-*r/ pow-prod-down clear-num *-commutative
Counts
2 → 87
Calls
2 calls:
25.0ms
(/ t (- a z))
100.0ms
(* (- y z) (/ t (- a z)))

series329.0ms

Counts
2 → 6
Calls
2 calls:
71.0ms
(/ t (- a z))
258.0ms
(* (- y z) (/ t (- a z)))

simplify2.2s

Counts
93 → 93
Iterations
IterNodes
done5000
21213
1325
0134

prune874.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

localize68.0ms

Local error

Found 4 expressions with local error:

4.9b
(cbrt (* (- y z) (/ t (- a z))))
11.3b
(* (- y z) (/ t (- a z)))
11.3b
(* (- y z) (/ t (- a z)))
11.3b
(* (- y z) (/ t (- a z)))

rewrite336.0ms

Algorithm
rewrite-expression-head
Rules
73×add-sqr-sqrt
63×associate-*r*
58×*-un-lft-identity
48×times-frac
34×add-cube-cbrt
19×add-exp-log add-cbrt-cube
15×associate-*l*
12×distribute-lft-out-- difference-of-squares
11×flip3-- flip--
10×pow1
frac-times associate-*l/
prod-exp associate-/r/ cbrt-unprod unswap-sqr
cbrt-div
expm1-log1p-u associate-*r/ log1p-expm1-u add-log-exp
cbrt-undiv div-exp pow-prod-down *-commutative div-inv
cbrt-prod pow1/3
Counts
4 → 160
Calls
4 calls:
30.0ms
(cbrt (* (- y z) (/ t (- a z))))
92.0ms
(* (- y z) (/ t (- a z)))
97.0ms
(* (- y z) (/ t (- a z)))
103.0ms
(* (- y z) (/ t (- a z)))

series1.4s

Counts
4 → 12
Calls
4 calls:
882.0ms
(cbrt (* (- y z) (/ t (- a z))))
165.0ms
(* (- y z) (/ t (- a z)))
161.0ms
(* (- y z) (/ t (- a z)))
166.0ms
(* (- y z) (/ t (- a z)))

simplify2.5s

Counts
172 → 172
Iterations
IterNodes
done5001
21277
1436
0183

prune2.3s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0b

localize72.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- a z))
0.5b
(cbrt (- a z))
0.5b
(cbrt (- a z))
2.2b
(fma (- y z) (* (/ 1 (* (cbrt (- a z)) (cbrt (- a z)))) (/ t (cbrt (- a z)))) x)

rewrite31.0ms

Algorithm
rewrite-expression-head
Rules
15×cbrt-prod
13×add-sqr-sqrt *-un-lft-identity
add-cube-cbrt
cbrt-div
pow1 add-exp-log expm1-log1p-u add-cbrt-cube log1p-expm1-u add-log-exp
flip3-- pow1/3 flip-- distribute-lft-out-- difference-of-squares
fma-udef
Counts
4 → 61
Calls
4 calls:
9.0ms
(cbrt (- a z))
9.0ms
(cbrt (- a z))
9.0ms
(cbrt (- a z))
1.0ms
(fma (- y z) (* (/ 1 (* (cbrt (- a z)) (cbrt (- a z)))) (/ t (cbrt (- a z)))) x)

series1.3s

Counts
4 → 12
Calls
4 calls:
363.0ms
(cbrt (- a z))
379.0ms
(cbrt (- a z))
376.0ms
(cbrt (- a z))
183.0ms
(fma (- y z) (* (/ 1 (* (cbrt (- a z)) (cbrt (- a z)))) (/ t (cbrt (- a z)))) x)

simplify2.7s

Counts
73 → 73
Iterations
IterNodes
done5003
31280
2443
1195
094

prune953.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0b

regimes1.0s

Accuracy

86.9% (0.4b remaining)

Error of 0.4b against oracle of 0.0b and baseline of 3.0b

bsearch2.0ms

simplify9.0ms

Iterations
IterNodes
done26
126
019

end0.0ms

sample1.5s

Algorithm
intervals
Results
703.0ms8750×body80valid