Details

Time bar (total: 12.8s)

sample28.0ms

Algorithm
intervals
Results
12.0ms302×body80valid

simplify50.0ms

Counts
1 → 1
Iterations
IterNodes
done86
586
479
352
224
111
07

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 3.8b

localize10.0ms

Local error

Found 1 expressions with local error:

3.6b
(* x (- 1.0 (* y z)))

rewrite24.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
prod-diff
distribute-rgt-in *-un-lft-identity distribute-lft-in add-cube-cbrt
pow1 add-cbrt-cube associate-*r* associate-*l* add-exp-log
sub-neg associate-*r/
expm1-log1p-u flip3-- pow-prod-down prod-exp *-commutative cbrt-unprod log1p-expm1-u flip-- add-log-exp unswap-sqr
Counts
1 → 32
Calls
1 calls:
23.0ms
(* x (- 1.0 (* y z)))

series68.0ms

Counts
1 → 3
Calls
1 calls:
68.0ms
(* x (- 1.0 (* y z)))

simplify1.6s

Counts
35 → 35
Iterations
IterNodes
done5000
31725
2488
1158
070

prune151.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 3.7b

localize11.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* 1.0 x) (* (- (* y z)) x))
6.2b
(* (- (* y z)) x)

rewrite15.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt associate-*l*
pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt add-log-exp
distribute-lft-neg-out associate-*r*
expm1-log1p-u log1p-expm1-u
distribute-lft-neg-in +-commutative neg-mul-1 sum-log fma-def distribute-rgt-neg-in flip3-+ distribute-rgt-out unsub-neg pow-prod-down prod-exp *-commutative cbrt-unprod flip-+ unswap-sqr
Counts
2 → 41
Calls
2 calls:
6.0ms
(+ (* 1.0 x) (* (- (* y z)) x))
8.0ms
(* (- (* y z)) x)

series93.0ms

Counts
2 → 6
Calls
2 calls:
61.0ms
(+ (* 1.0 x) (* (- (* y z)) x))
32.0ms
(* (- (* y z)) x)

simplify2.3s

Counts
47 → 47
Iterations
IterNodes
done5000
33252
2797
1197
070

prune246.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* 1.0 x) (* y (* (- z) x)))
6.8b
(* y (* (- z) x))

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-cbrt-cube add-exp-log
add-log-exp
distribute-lft-neg-out add-sqr-sqrt *-un-lft-identity associate-*l* pow-prod-down prod-exp distribute-rgt-neg-out add-cube-cbrt cbrt-unprod
expm1-log1p-u log1p-expm1-u
+-commutative sum-log fma-def flip3-+ associate-*r* unsub-neg *-commutative flip-+
Counts
2 → 37
Calls
2 calls:
7.0ms
(+ (* 1.0 x) (* y (* (- z) x)))
15.0ms
(* y (* (- z) x))

series93.0ms

Counts
2 → 6
Calls
2 calls:
65.0ms
(+ (* 1.0 x) (* y (* (- z) x)))
28.0ms
(* y (* (- z) x))

simplify2.7s

Counts
43 → 43
Iterations
IterNodes
done5000
34038
2774
1201
070

prune207.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

localize34.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* y z) (* y z))
1.2b
(+ (* (* y z) (* y z)) (* 1.0 (* y z)))
3.0b
(* x (- (* (* 1.0 1.0) 1.0) (* (* (* y z) (* y z)) (* y z))))
15.2b
(/ (* x (- (* (* 1.0 1.0) 1.0) (* (* (* y z) (* y z)) (* y z)))) (+ (* 1.0 1.0) (+ (* (* y z) (* y z)) (* 1.0 (* y z)))))

rewrite693.0ms

Algorithm
rewrite-expression-head
Rules
45×pow1
23×add-cbrt-cube add-exp-log
18×pow-prod-down
10×add-sqr-sqrt prod-exp cbrt-unprod
*-un-lft-identity add-cube-cbrt
add-log-exp
associate-*r*
expm1-log1p-u associate-*l* associate-*r/ pow-sqr pow-prod-up log1p-expm1-u
distribute-rgt-in associate-/r* distribute-lft-in times-frac
cbrt-undiv sub-neg flip3-+ pow-plus flip3-- div-exp prod-diff pow3 associate-/r/ *-commutative flip-+ flip-- associate-/l/
pow2 difference-cubes +-commutative clear-num sum-log fma-def frac-2neg distribute-rgt-out swap-sqr div-inv associate-/l* unswap-sqr
Counts
4 → 107
Calls
4 calls:
42.0ms
(* (* y z) (* y z))
40.0ms
(+ (* (* y z) (* y z)) (* 1.0 (* y z)))
394.0ms
(* x (- (* (* 1.0 1.0) 1.0) (* (* (* y z) (* y z)) (* y z))))
212.0ms
(/ (* x (- (* (* 1.0 1.0) 1.0) (* (* (* y z) (* y z)) (* y z)))) (+ (* 1.0 1.0) (+ (* (* y z) (* y z)) (* 1.0 (* y z)))))

series567.0ms

Counts
4 → 12
Calls
4 calls:
34.0ms
(* (* y z) (* y z))
84.0ms
(+ (* (* y z) (* y z)) (* 1.0 (* y z)))
174.0ms
(* x (- (* (* 1.0 1.0) 1.0) (* (* (* y z) (* y z)) (* y z))))
274.0ms
(/ (* x (- (* (* 1.0 1.0) 1.0) (* (* (* y z) (* y z)) (* y z)))) (+ (* 1.0 1.0) (+ (* (* y z) (* y z)) (* 1.0 (* y z)))))

simplify2.3s

Counts
119 → 119
Iterations
IterNodes
done5000
22514
1547
0180

prune535.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0.0b

regimes333.0ms

Accuracy

92.5% (0.2b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 3.4b

bsearch1.0ms

simplify10.0ms

Iterations
IterNodes
done53
353
249
136
019

end0.0ms

sample748.0ms

Algorithm
intervals
Results
393.0ms9688×body80valid