Details

Time bar (total: 10.8s)

sample22.0ms

Algorithm
intervals
Results
10.0ms277×body80valid

simplify793.0ms

Counts
1 → 1
Iterations

Useful iterations: 3 (9.0ms)

IterNodesCost
01011
11711
23511
36210
410410
514810
619010
721710
825210
930310
1041910
1160810
1265910
1366910
1467010
done67010

prune7.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize8.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- y z) (- a z))
1.9b
(fma (/ (- y z) (- a z)) t x)

rewrite15.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt *-un-lft-identity
25×times-frac
14×add-cube-cbrt
12×distribute-lft-out-- difference-of-squares
associate-/r* associate-/l*
add-exp-log add-cbrt-cube
pow1 expm1-log1p-u flip3-- associate-/r/ flip-- log1p-expm1-u associate-/l/ add-log-exp
cbrt-undiv frac-2neg div-sub div-exp clear-num fma-udef div-inv
Counts
2 → 64
Calls
2 calls:
12.0ms
(/ (- y z) (- a z))
0.0ms
(fma (/ (- y z) (- a z)) t x)

series130.0ms

Counts
2 → 6
Calls
2 calls:
52.0ms
(/ (- y z) (- a z))
78.0ms
(fma (/ (- y z) (- a z)) t x)

simplify894.0ms

Counts
70 → 70
Iterations

Useful iterations: done (893.0ms)

IterNodesCost
0113884
1259856
2617808
31814808
done5000806

prune185.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a z) (- y z))
0.2b
(/ 1 (/ (- a z) (- y z)))
1.9b
(fma (/ 1 (/ (- a z) (- y z))) t x)

rewrite41.0ms

Algorithm
rewrite-expression-head
Rules
218×times-frac
195×add-sqr-sqrt *-un-lft-identity
91×add-cube-cbrt
52×distribute-lft-out-- difference-of-squares
36×associate-/r*
16×add-exp-log
11×associate-/r/
10×add-cbrt-cube
div-exp associate-/l*
flip3-- flip-- div-inv
pow1 cbrt-undiv
expm1-log1p-u log1p-expm1-u add-log-exp
rec-exp frac-2neg 1-exp clear-num associate-/l/
pow-flip div-sub fma-udef inv-pow
Counts
3 → 214
Calls
3 calls:
12.0ms
(/ (- a z) (- y z))
15.0ms
(/ 1 (/ (- a z) (- y z)))
0.0ms
(fma (/ 1 (/ (- a z) (- y z))) t x)

series374.0ms

Counts
3 → 9
Calls
3 calls:
50.0ms
(/ (- a z) (- y z))
134.0ms
(/ 1 (/ (- a z) (- y z)))
190.0ms
(fma (/ 1 (/ (- a z) (- y z))) t x)

simplify2.0s

Counts
223 → 223
Iterations

Useful iterations: done (2.0s)

IterNodesCost
02703746
16233234
215862915
344252837
done50002834

prune392.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a z))
0.2b
(* (- y z) (/ 1 (- a z)))
1.9b
(fma (* (- y z) (/ 1 (- a z))) t x)

rewrite38.0ms

Algorithm
rewrite-expression-head
Rules
46×add-sqr-sqrt
40×*-un-lft-identity
32×times-frac
23×add-cube-cbrt
21×associate-*r*
16×add-exp-log
10×add-cbrt-cube
distribute-lft-out-- difference-of-squares
pow1
associate-*l* associate-/r*
flip3-- div-exp prod-exp associate-/r/ flip--
expm1-log1p-u log1p-expm1-u associate-/l* add-log-exp unswap-sqr
cbrt-undiv frac-times rec-exp 1-exp associate-*l/ cbrt-unprod div-inv
pow-flip frac-2neg associate-*r/ pow-prod-down clear-num un-div-inv *-commutative fma-udef inv-pow
Counts
3 → 105
Calls
3 calls:
6.0ms
(/ 1 (- a z))
24.0ms
(* (- y z) (/ 1 (- a z)))
0.0ms
(fma (* (- y z) (/ 1 (- a z))) t x)

series163.0ms

Counts
3 → 9
Calls
3 calls:
35.0ms
(/ 1 (- a z))
51.0ms
(* (- y z) (/ 1 (- a z)))
76.0ms
(fma (* (- y z) (/ 1 (- a z))) t x)

simplify1.8s

Counts
114 → 114
Iterations

Useful iterations: done (1.8s)

IterNodesCost
01491251
13341018
2961918
33160918
done5000917

prune243.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

localize16.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (- y z))
0.6b
(cbrt (- y z))
0.6b
(cbrt (- y z))
1.9b
(fma (/ (/ (* (cbrt (- y z)) (cbrt (- y z))) (* (cbrt (- a z)) (cbrt (- a z)))) (/ (cbrt (- a z)) (cbrt (- y z)))) t x)

rewrite8.0ms

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:
2.0ms
(cbrt (- y z))
2.0ms
(cbrt (- y z))
2.0ms
(cbrt (- y z))
0.0ms
(fma (/ (/ (* (cbrt (- y z)) (cbrt (- y z))) (* (cbrt (- a z)) (cbrt (- a z)))) (/ (cbrt (- a z)) (cbrt (- y z)))) t x)

series550.0ms

Counts
4 → 12
Calls
4 calls:
152.0ms
(cbrt (- y z))
155.0ms
(cbrt (- y z))
152.0ms
(cbrt (- y z))
91.0ms
(fma (/ (/ (* (cbrt (- y z)) (cbrt (- y z))) (* (cbrt (- a z)) (cbrt (- a z)))) (/ (cbrt (- a z)) (cbrt (- y z)))) t x)

simplify2.1s

Counts
73 → 73
Iterations

Useful iterations: 4 (717.0ms)

IterNodesCost
0961034
12001016
2453928
31179683
44731614
done5000614

prune284.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0.0b

regimes204.0ms

Accuracy

79.9% (0.3b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 1.3b

bsearch1.0ms

simplify2.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02257
12757
done2757

end0.0ms

sample527.0ms

Algorithm
intervals
Results
264.0ms8736×body80valid
0.0msbody640valid
0.0msbody320valid