Details

Time bar (total: 8.1s)

sample38.0ms

Algorithm
intervals
Results
11.0ms300×body80valid
8.0ms293×body80nan

simplify1.1s

Counts
1 → 1
Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
01112
12611
25211
310011
418311
526811
634911
749611
873911
996711
10107511
11108211
done108211

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize10.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (- 1.0 z) (log z))
0.0b
(fma x 0.5 (* y (+ (- 1.0 z) (log z))))
0.2b
(* y (+ (- 1.0 z) (log z)))

rewrite63.0ms

Algorithm
rewrite-expression-head
Rules
31×*-un-lft-identity
17×add-sqr-sqrt
13×add-cube-cbrt
11×associate-+l+
pow1 prod-diff
distribute-lft-out
associate-*r*
add-log-exp
add-exp-log fma-def add-cbrt-cube distribute-lft-out--
log-pow
expm1-log1p-u associate-+r+ log-prod associate-*l* log1p-expm1-u
flip3-+ associate-*r/ sum-log flip-+
+-commutative distribute-rgt-in associate-+l- sub-neg distribute-lft-in diff-log pow-prod-down prod-exp *-commutative cbrt-unprod fma-udef difference-of-squares unswap-sqr
Counts
3 → 76
Calls
3 calls:
20.0ms
(+ (- 1.0 z) (log z))
0.0ms
(fma x 0.5 (* y (+ (- 1.0 z) (log z))))
41.0ms
(* y (+ (- 1.0 z) (log z)))

series297.0ms

Counts
3 → 9
Calls
3 calls:
165.0ms
(+ (- 1.0 z) (log z))
57.0ms
(fma x 0.5 (* y (+ (- 1.0 z) (log z))))
75.0ms
(* y (+ (- 1.0 z) (log z)))

simplify506.0ms

Counts
85 → 85
Iterations

Useful iterations: done (504.0ms)

IterNodesCost
0136897
1327826
21138696
done5000692

prune229.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma x 0.5 (+ (* y (- 1.0 z)) (* y (log z))))
0.0b
(* y (- 1.0 z))
0.2b
(+ (* y (- 1.0 z)) (* y (log z)))
0.3b
(* y (log z))

rewrite30.0ms

Algorithm
rewrite-expression-head
Rules
42×add-sqr-sqrt
38×*-un-lft-identity
36×add-cube-cbrt prod-diff
28×distribute-rgt-in distribute-lft-in
22×associate-+l+
12×log-prod
pow1 associate-*r*
add-exp-log add-cbrt-cube
associate-+r+ associate-*l* add-log-exp
expm1-log1p-u sub-neg log1p-expm1-u
associate-*r/ pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
+-commutative flip3-- fma-def flip3-+ sum-log log-pow flip-- flip-+ fma-udef distribute-lft-out distribute-lft-out-- difference-of-squares
Counts
4 → 126
Calls
4 calls:
0.0ms
(fma x 0.5 (+ (* y (- 1.0 z)) (* y (log z))))
12.0ms
(* y (- 1.0 z))
9.0ms
(+ (* y (- 1.0 z)) (* y (log z)))
4.0ms
(* y (log z))

series234.0ms

Counts
4 → 12
Calls
4 calls:
63.0ms
(fma x 0.5 (+ (* y (- 1.0 z)) (* y (log z))))
38.0ms
(* y (- 1.0 z))
95.0ms
(+ (* y (- 1.0 z)) (* y (log z)))
38.0ms
(* y (log z))

simplify783.0ms

Counts
138 → 138
Iterations

Useful iterations: done (779.0ms)

IterNodesCost
02181876
14691431
215661184
done50001126

prune369.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize10.0ms

Local error

Found 3 expressions with local error:

0.0b
(fma x 0.5 (+ (* 1.0 y) (* y (- (log z) z))))
0.2b
(+ (* 1.0 y) (* y (- (log z) z)))
0.2b
(* y (- (log z) z))

rewrite30.0ms

Algorithm
rewrite-expression-head
Rules
48×prod-diff
41×add-sqr-sqrt
40×*-un-lft-identity
37×add-cube-cbrt
34×distribute-rgt-in associate-+r+ distribute-lft-in
18×pow1
13×log-pow
12×log-prod associate--l+
associate-*r*
add-exp-log add-cbrt-cube add-log-exp
sub-neg
expm1-log1p-u associate-*l* log1p-expm1-u
associate-*r/ distribute-lft-out--
+-commutative flip3-- fma-def flip3-+ pow-prod-down prod-exp sum-log *-commutative flip-- cbrt-unprod flip-+ fma-udef difference-of-squares unswap-sqr
Counts
3 → 117
Calls
3 calls:
0.0ms
(fma x 0.5 (+ (* 1.0 y) (* y (- (log z) z))))
8.0ms
(+ (* 1.0 y) (* y (- (log z) z)))
15.0ms
(* y (- (log z) z))

series230.0ms

Counts
3 → 9
Calls
3 calls:
62.0ms
(fma x 0.5 (+ (* 1.0 y) (* y (- (log z) z))))
95.0ms
(+ (* 1.0 y) (* y (- (log z) z)))
72.0ms
(* y (- (log z) z))

simplify788.0ms

Counts
126 → 126
Iterations

Useful iterations: done (784.0ms)

IterNodesCost
02122072
14631623
214561289
done50021236

prune454.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0b

localize15.0ms

Local error

Found 3 expressions with local error:

0.0b
(- 1.0 (- z (log z)))
0.0b
(fma x 0.5 (+ (* y (- 1.0 (- z (log z)))) (* y (fma (- z) 1 (* z 1)))))
0.2b
(* y (- 1.0 (- z (log z))))

rewrite63.0ms

Algorithm
rewrite-expression-head
Rules
81×*-un-lft-identity
66×prod-diff
64×add-sqr-sqrt
40×add-cube-cbrt
28×distribute-lft-out--
21×distribute-rgt-in distribute-lft-in
19×pow1
14×log-pow associate--r+
11×difference-of-squares
associate-*r* add-log-exp
add-exp-log add-cbrt-cube
sub-neg
expm1-log1p-u fma-neg diff-log associate-*l* log1p-expm1-u associate--r-
flip3-- associate-*r/ flip--
pow-prod-down prod-exp *-commutative cbrt-unprod fma-udef unswap-sqr
Counts
3 → 133
Calls
3 calls:
13.0ms
(- 1.0 (- z (log z)))
0.0ms
(fma x 0.5 (+ (* y (- 1.0 (- z (log z)))) (* y (fma (- z) 1 (* z 1)))))
41.0ms
(* y (- 1.0 (- z (log z))))

series828.0ms

Counts
3 → 9
Calls
3 calls:
161.0ms
(- 1.0 (- z (log z)))
594.0ms
(fma x 0.5 (+ (* y (- 1.0 (- z (log z)))) (* y (fma (- z) 1 (* z 1)))))
74.0ms
(* y (- 1.0 (- z (log z))))

simplify666.0ms

Counts
142 → 142
Iterations

Useful iterations: done (661.0ms)

IterNodesCost
02233252
14532536
214222164
done50002047

prune281.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

regimes67.0ms

Accuracy

0% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 0.1b

bsearch0.0ms

simplify4.0ms

Iterations

Useful iterations: 1 (1.0ms)

IterNodesCost
01621
12219
22719
done2719

end0.0ms

sample973.0ms

Algorithm
intervals
Results
332.0ms9156×body80valid
265.0ms9113×body80nan