Details

Time bar (total: 12.5s)

sample72.0ms

Algorithm
intervals
Results
27.0ms91×body1280valid
12.0ms54×body640valid
6.0ms16×body2560valid
4.0ms67×body80valid
3.0ms17×body320valid
1.0ms11×body160valid

simplify407.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 45.0b

localize10.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* x y) z)
9.9b
(- (fma x y z) (+ 1.0 (+ (* x y) z)))

rewrite96.0ms

Algorithm
rewrite-expression-head
Rules
13×add-log-exp
*-un-lft-identity
add-sqr-sqrt sum-log
diff-log
pow1 add-exp-log add-cube-cbrt add-cbrt-cube distribute-lft-out--
+-commutative sub-neg flip3-- flip3-+ flip-- flip-+ distribute-lft-out associate--r+ difference-of-squares
Counts
2 → 29
Calls
2 calls:
9.0ms
(+ (* x y) z)
87.0ms
(- (fma x y z) (+ 1.0 (+ (* x y) z)))

series111.0ms

Counts
2 → 6
Calls
2 calls:
39.0ms
(+ (* x y) z)
72.0ms
(- (fma x y z) (+ 1.0 (+ (* x y) z)))

simplify1.1s

Counts
35 → 35

prune121.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 44.5b

localize23.0ms

Local error

Found 4 expressions with local error:

8.2b
(cbrt (+ (* x y) z))
8.2b
(cbrt (+ (* x y) z))
8.2b
(cbrt (+ (* x y) z))
35.4b
(- (fma x y z) (+ 1.0 (* (* (cbrt (+ (* x y) z)) (cbrt (+ (* x y) z))) (cbrt (+ (* x y) z)))))

rewrite50.0ms

Algorithm
rewrite-expression-head
Rules
cbrt-prod add-sqr-sqrt *-un-lft-identity add-log-exp
add-cube-cbrt
cbrt-div
pow1 add-exp-log add-cbrt-cube
flip3-+ pow1/3 flip-+
diff-log
sub-neg flip3-- sum-log flip-- associate--r+ distribute-lft-out-- difference-of-squares
Counts
4 → 55
Calls
4 calls:
11.0ms
(cbrt (+ (* x y) z))
11.0ms
(cbrt (+ (* x y) z))
11.0ms
(cbrt (+ (* x y) z))
15.0ms
(- (fma x y z) (+ 1.0 (* (* (cbrt (+ (* x y) z)) (cbrt (+ (* x y) z))) (cbrt (+ (* x y) z)))))

series557.0ms

Counts
4 → 12
Calls
4 calls:
165.0ms
(cbrt (+ (* x y) z))
142.0ms
(cbrt (+ (* x y) z))
185.0ms
(cbrt (+ (* x y) z))
64.0ms
(- (fma x y z) (+ 1.0 (* (* (cbrt (+ (* x y) z)) (cbrt (+ (* x y) z))) (cbrt (+ (* x y) z)))))

simplify877.0ms

Counts
67 → 67

prune510.0ms

Pruning

21 alts after pruning (19 fresh and 2 done)

Merged error: 44.3b

localize43.0ms

Local error

Found 4 expressions with local error:

8.2b
(cbrt (+ (* x y) z))
8.2b
(cbrt (+ (* x y) z))
8.2b
(cbrt (+ (* x y) z))
35.3b
(- (fma x y z) (+ 1.0 (* (* (cbrt (+ (* x y) z)) (cbrt (+ (* x y) z))) (* (* (cbrt (cbrt (+ (* x y) z))) (cbrt (cbrt (+ (* x y) z)))) (cbrt (cbrt (+ (* x y) z)))))))

rewrite73.0ms

Algorithm
rewrite-expression-head
Rules
cbrt-prod add-sqr-sqrt *-un-lft-identity add-log-exp
add-cube-cbrt
cbrt-div
pow1 add-exp-log add-cbrt-cube
flip3-+ pow1/3 flip-+
diff-log
sub-neg flip3-- sum-log flip-- associate--r+ distribute-lft-out-- difference-of-squares
Counts
4 → 55
Calls
4 calls:
11.0ms
(cbrt (+ (* x y) z))
11.0ms
(cbrt (+ (* x y) z))
20.0ms
(cbrt (+ (* x y) z))
29.0ms
(- (fma x y z) (+ 1.0 (* (* (cbrt (+ (* x y) z)) (cbrt (+ (* x y) z))) (* (* (cbrt (cbrt (+ (* x y) z))) (cbrt (cbrt (+ (* x y) z)))) (cbrt (cbrt (+ (* x y) z)))))))

series600.0ms

Counts
4 → 12
Calls
4 calls:
170.0ms
(cbrt (+ (* x y) z))
173.0ms
(cbrt (+ (* x y) z))
179.0ms
(cbrt (+ (* x y) z))
77.0ms
(- (fma x y z) (+ 1.0 (* (* (cbrt (+ (* x y) z)) (cbrt (+ (* x y) z))) (* (* (cbrt (cbrt (+ (* x y) z))) (cbrt (cbrt (+ (* x y) z)))) (cbrt (cbrt (+ (* x y) z)))))))

simplify1.1s

Counts
67 → 67

prune571.0ms

Pruning

24 alts after pruning (22 fresh and 2 done)

Merged error: 44.3b

localize44.0ms

Local error

Found 4 expressions with local error:

8.2b
(cbrt (+ (* x y) z))
8.2b
(cbrt (+ (* x y) z))
8.2b
(cbrt (+ (* x y) z))
35.3b
(- (fma x y z) (+ 1.0 (* (* (cbrt (+ (* x y) z)) (cbrt (+ (* x y) z))) (* (* (cbrt (cbrt (+ (* x y) z))) (cbrt (* (cbrt (* (cbrt (+ (* x y) z)) (cbrt (+ (* x y) z)))) (cbrt (cbrt (+ (* x y) z)))))) (cbrt (cbrt (+ (* x y) z)))))))

rewrite37.0ms

Algorithm
rewrite-expression-head
Rules
cbrt-prod add-sqr-sqrt *-un-lft-identity add-log-exp
add-cube-cbrt
cbrt-div
pow1 add-exp-log add-cbrt-cube
flip3-+ pow1/3 flip-+
diff-log
sub-neg flip3-- sum-log flip-- associate--r+ distribute-lft-out-- difference-of-squares
Counts
4 → 55
Calls
4 calls:
6.0ms
(cbrt (+ (* x y) z))
6.0ms
(cbrt (+ (* x y) z))
6.0ms
(cbrt (+ (* x y) z))
16.0ms
(- (fma x y z) (+ 1.0 (* (* (cbrt (+ (* x y) z)) (cbrt (+ (* x y) z))) (* (* (cbrt (cbrt (+ (* x y) z))) (cbrt (* (cbrt (* (cbrt (+ (* x y) z)) (cbrt (+ (* x y) z)))) (cbrt (cbrt (+ (* x y) z)))))) (cbrt (cbrt (+ (* x y) z)))))))

series633.0ms

Counts
4 → 12
Calls
4 calls:
205.0ms
(cbrt (+ (* x y) z))
154.0ms
(cbrt (+ (* x y) z))
190.0ms
(cbrt (+ (* x y) z))
84.0ms
(- (fma x y z) (+ 1.0 (* (* (cbrt (+ (* x y) z)) (cbrt (+ (* x y) z))) (* (* (cbrt (cbrt (+ (* x y) z))) (cbrt (* (cbrt (* (cbrt (+ (* x y) z)) (cbrt (+ (* x y) z)))) (cbrt (cbrt (+ (* x y) z)))))) (cbrt (cbrt (+ (* x y) z)))))))

simplify1.4s

Counts
67 → 67

prune501.0ms

Pruning

28 alts after pruning (26 fresh and 2 done)

Merged error: 44.3b

regimes742.0ms

Accuracy

0% (0.7b remaining)

Error of 45.3b against oracle of 44.5b and baseline of 45.3b

bsearch0.0ms

simplify388.0ms

end0.0ms

sample2.4s

Algorithm
intervals
Results
757.0ms2675×body1280valid
548.0ms2070×body80valid
440.0ms1540×body640valid
167.0ms610×body2560valid
136.0ms737×body320valid
32.0ms368×body160valid