Statistics.Distribution.Poisson:$clogProbability from math-functions-0.1.5.2

Time bar (total: 7.6s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze1.0ms (0%)

Memory
0.8MiB live, 0.8MiB allocated
Algorithm
search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.9%0.1%0%0%0%0
0%0%99.9%0.1%0%0%0%1
0%0%99.9%0.1%0%0%0%2
100%49.9%0%0.1%0%49.9%0%3
Compiler

Compiled 10 to 9 computations (10% saved)

sample1.1s (13.9%)

Memory
35.9MiB live, 812.8MiB allocated
Samples
669.0ms8 251×0valid
0.0ms2valid
0.0ms3valid
0.0ms1valid
Precisions
Click to see histograms. Total time spent on operations: 328.0ms
ival-sub: 119.0ms (36.2% of total)
ival-log: 115.0ms (35% of total)
ival-mult: 84.0ms (25.6% of total)
ival-true: 6.0ms (1.8% of total)
ival-assert: 3.0ms (0.9% of total)
adjust: 0.0ms (0% of total)
Bogosity

explain217.0ms (2.9%)

Memory
-34.6MiB live, 250.6MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
00-0-(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
00-0-(*.f64 x (log.f64 y))
00-0-(-.f64 (*.f64 x (log.f64 y)) z)
00-0-(log.f64 y)
00-0-y
00-0-z
00-0-x
Confusion
Predicted +Predicted -
+00
-0256
Precision
0/0
Recall
0/0
Confusion?
Predicted +Predicted MaybePredicted -
+000
-00256
Precision?
0/0
Recall?
0/0
Freqs
test
numberfreq
0256
Total Confusion?
Predicted +Predicted MaybePredicted -
+000
-001
Precision?
0/0
Recall?
0/0
Samples
54.0ms512×0valid
Compiler

Compiled 127 to 46 computations (63.8% saved)

Precisions
Click to see histograms. Total time spent on operations: 16.0ms
ival-log: 7.0ms (43.3% of total)
ival-sub: 5.0ms (30.9% of total)
ival-mult: 4.0ms (24.7% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

preprocess86.0ms (1.1%)

Memory
17.8MiB live, 103.9MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03183
17879
223675
365775
4137375
5193975
6216575
7225075
8226775
9226975
078
0118
1188
2358
3728
41418
52698
63728
74748
84998
95038
05038
Stop Event
iter limit
saturated
iter limit
saturated
Calls
Call 1
Inputs
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
Outputs
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
Compiler

Compiled 8 to 7 computations (12.5% saved)

eval0.0ms (0%)

Memory
0.6MiB live, 0.6MiB allocated
Compiler

Compiled 0 to 3 computations (-∞% saved)

prune1.0ms (0%)

Memory
2.2MiB live, 2.2MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.9%
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
Compiler

Compiled 8 to 7 computations (12.5% saved)

simplify22.0ms (0.3%)

Memory
-15.4MiB live, 23.6MiB allocated
Algorithm
egg-herbie
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
cost-diff0
(log.f64 y)
cost-diff0
(*.f64 x (log.f64 y))
cost-diff0
(-.f64 (*.f64 x (log.f64 y)) z)
cost-diff0
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0723
01123
11823
23523
37223
414123
526923
637223
747423
849923
950323
050323
Stop Event
iter limit
saturated
iter limit
Calls
Call 1
Inputs
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
(-.f64 (*.f64 x (log.f64 y)) z)
(*.f64 x (log.f64 y))
x
(log.f64 y)
y
z
Outputs
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(-.f64 (*.f64 x (log.f64 y)) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(*.f64 x (log.f64 y))
(*.f64 (log.f64 y) x)
x
(log.f64 y)
y
z

localize39.0ms (0.5%)

Memory
24.8MiB live, 63.3MiB allocated
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
accuracy0
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
accuracy0
(log.f64 y)
accuracy0.015625
(-.f64 (*.f64 x (log.f64 y)) z)
accuracy0.29296875
(*.f64 x (log.f64 y))
Samples
29.0ms256×0valid
Compiler

Compiled 48 to 16 computations (66.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 14.0ms
ival-log: 6.0ms (42.4% of total)
ival-sub: 4.0ms (28.3% of total)
ival-mult: 3.0ms (21.2% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series626.0ms (8.2%)

Memory
-0.5MiB live, 151.6MiB allocated
Counts
4 → 108
Calls
Call 1
Inputs
#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())
#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())
#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())
#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())
Outputs
#s(alt (- (* x (log y)) y) (taylor 0 z) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 z) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log y))) (taylor 0 z) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log y))) (taylor 0 z) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log y))) (taylor 0 z) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor inf z) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* z (- (/ (* x (log y)) z) (+ 1 (/ y z)))) (taylor inf z) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* z (- (/ (* x (log y)) z) (+ 1 (/ y z)))) (taylor inf z) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* z (- (/ (* x (log y)) z) (+ 1 (/ y z)))) (taylor inf z) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor inf z) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* z (- (/ (* x (log y)) z) 1)) (taylor inf z) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* z (- (/ (* x (log y)) z) 1)) (taylor inf z) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* z (- (/ (* x (log y)) z) 1)) (taylor inf z) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor -inf z) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z))))) (taylor -inf z) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z))))) (taylor -inf z) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z))))) (taylor -inf z) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor -inf z) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z))))) (taylor -inf z) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z))))) (taylor -inf z) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z))))) (taylor -inf z) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) z) (taylor 0 y) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 y) (* x (log y))) z) (taylor 0 y) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 y) (* x (log y))) z) (taylor 0 y) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 y) (* x (log y))) z) (taylor 0 y) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) z) (taylor 0 y) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) z) (taylor 0 y) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) z) (taylor 0 y) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) z) (taylor 0 y) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 y) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 y) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 y) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 y) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (log y) (taylor 0 y) (#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())) ())
#s(alt (log y) (taylor 0 y) (#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())) ())
#s(alt (log y) (taylor 0 y) (#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())) ())
#s(alt (log y) (taylor 0 y) (#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())) ())
#s(alt (* -1 y) (taylor inf y) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y)))) (taylor inf y) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y)))) (taylor inf y) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y)))) (taylor inf y) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (- (* -1 (* x (log (/ 1 y)))) z) (taylor inf y) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* -1 (* x (log (/ 1 y)))) z) (taylor inf y) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* -1 (* x (log (/ 1 y)))) z) (taylor inf y) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* -1 (* x (log (/ 1 y)))) z) (taylor inf y) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (log (/ 1 y)))) (taylor inf y) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (log (/ 1 y)))) (taylor inf y) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (log (/ 1 y)))) (taylor inf y) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (log (/ 1 y)))) (taylor inf y) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (log (/ 1 y))) (taylor inf y) (#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())) ())
#s(alt (* -1 (log (/ 1 y))) (taylor inf y) (#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())) ())
#s(alt (* -1 (log (/ 1 y))) (taylor inf y) (#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())) ())
#s(alt (* -1 (log (/ 1 y))) (taylor inf y) (#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())) ())
#s(alt (* -1 y) (taylor -inf y) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y))))) (taylor -inf y) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y))))) (taylor -inf y) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y))))) (taylor -inf y) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) (taylor -inf y) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) (taylor -inf y) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) (taylor -inf y) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) (taylor -inf y) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log -1) (* -1 (log (/ -1 y))))) (taylor -inf y) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log -1) (* -1 (log (/ -1 y))))) (taylor -inf y) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log -1) (* -1 (log (/ -1 y))))) (taylor -inf y) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log -1) (* -1 (log (/ -1 y))))) (taylor -inf y) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (+ (log -1) (* -1 (log (/ -1 y)))) (taylor -inf y) (#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())) ())
#s(alt (+ (log -1) (* -1 (log (/ -1 y)))) (taylor -inf y) (#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())) ())
#s(alt (+ (log -1) (* -1 (log (/ -1 y)))) (taylor -inf y) (#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())) ())
#s(alt (+ (log -1) (* -1 (log (/ -1 y)))) (taylor -inf y) (#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())) ())
#s(alt (* -1 (+ y z)) (taylor 0 x) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) (+ y z)) (taylor 0 x) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) (+ y z)) (taylor 0 x) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) (+ y z)) (taylor 0 x) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 x) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) z) (taylor 0 x) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) z) (taylor 0 x) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) z) (taylor 0 x) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor inf x) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log y) (* -1 (/ (+ y z) x)))) (taylor inf x) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log y) (* -1 (/ (+ y z) x)))) (taylor inf x) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log y) (* -1 (/ (+ y z) x)))) (taylor inf x) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor inf x) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log y) (* -1 (/ z x)))) (taylor inf x) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log y) (* -1 (/ z x)))) (taylor inf x) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* x (+ (log y) (* -1 (/ z x)))) (taylor inf x) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor inf x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor inf x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor inf x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor inf x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) (patch (-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt (-.f64 (*.f64 x (log.f64 y)) z) (patch (-.f64 (*.f64 x (log.f64 y)) z) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
Calls

9 calls:

TimeVariablePointExpression
229.0ms
y
@0
((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))
216.0ms
y
@-inf
((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))
91.0ms
z
@0
((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))
53.0ms
x
@inf
((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))
18.0ms
x
@0
((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))

simplify264.0ms (3.5%)

Memory
-15.5MiB live, 101.6MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
075698
1239674
2657671
32043653
45222653
08082650
Stop Event
iter limit
node limit
Counts
108 → 108
Calls
Call 1
Inputs
(- (* x (log y)) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* x (log y))
(+ (* -1 z) (* x (log y)))
(+ (* -1 z) (* x (log y)))
(+ (* -1 z) (* x (log y)))
(* -1 z)
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* -1 z)
(* z (- (/ (* x (log y)) z) 1))
(* z (- (/ (* x (log y)) z) 1))
(* z (- (/ (* x (log y)) z) 1))
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(- (* x (log y)) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (* x (log y)) z)
(- (* x (log y)) z)
(- (* x (log y)) z)
(- (* x (log y)) z)
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(log y)
(log y)
(log y)
(log y)
(* -1 y)
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y))))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y))))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y))))
(- (* -1 (* x (log (/ 1 y)))) z)
(- (* -1 (* x (log (/ 1 y)))) z)
(- (* -1 (* x (log (/ 1 y)))) z)
(- (* -1 (* x (log (/ 1 y)))) z)
(* -1 (* x (log (/ 1 y))))
(* -1 (* x (log (/ 1 y))))
(* -1 (* x (log (/ 1 y))))
(* -1 (* x (log (/ 1 y))))
(* -1 (log (/ 1 y)))
(* -1 (log (/ 1 y)))
(* -1 (log (/ 1 y)))
(* -1 (log (/ 1 y)))
(* -1 y)
(* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y)))))
(* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y)))))
(* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y)))))
(- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)
(- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)
(- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)
(- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(+ (log -1) (* -1 (log (/ -1 y))))
(+ (log -1) (* -1 (log (/ -1 y))))
(+ (log -1) (* -1 (log (/ -1 y))))
(+ (log -1) (* -1 (log (/ -1 y))))
(* -1 (+ y z))
(- (* x (log y)) (+ y z))
(- (* x (log y)) (+ y z))
(- (* x (log y)) (+ y z))
(* -1 z)
(- (* x (log y)) z)
(- (* x (log y)) z)
(- (* x (log y)) z)
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (+ (log y) (* -1 (/ (+ y z) x))))
(* x (+ (log y) (* -1 (/ (+ y z) x))))
(* x (+ (log y) (* -1 (/ (+ y z) x))))
(* x (log y))
(* x (+ (log y) (* -1 (/ z x))))
(* x (+ (log y) (* -1 (/ z x))))
(* x (+ (log y) (* -1 (/ z x))))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (/ z x))))
(* -1 (* x (+ (* -1 (log y)) (/ z x))))
(* -1 (* x (+ (* -1 (log y)) (/ z x))))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
Outputs
(- (* x (log y)) y)
(fma.f64 (log.f64 y) x (neg.f64 y))
(- (+ (* -1 z) (* x (log y))) y)
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(- (+ (* -1 z) (* x (log y))) y)
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(- (+ (* -1 z) (* x (log y))) y)
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* x (log y))
(*.f64 (log.f64 y) x)
(+ (* -1 z) (* x (log y)))
(-.f64 (*.f64 (log.f64 y) x) z)
(+ (* -1 z) (* x (log y)))
(-.f64 (*.f64 (log.f64 y) x) z)
(+ (* -1 z) (* x (log y)))
(-.f64 (*.f64 (log.f64 y) x) z)
(* -1 z)
(neg.f64 z)
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* -1 z)
(neg.f64 z)
(* z (- (/ (* x (log y)) z) 1))
(-.f64 (*.f64 (log.f64 y) x) z)
(* z (- (/ (* x (log y)) z) 1))
(-.f64 (*.f64 (log.f64 y) x) z)
(* z (- (/ (* x (log y)) z) 1))
(-.f64 (*.f64 (log.f64 y) x) z)
(* -1 z)
(neg.f64 z)
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* -1 z)
(neg.f64 z)
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(-.f64 (*.f64 (log.f64 y) x) z)
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(-.f64 (*.f64 (log.f64 y) x) z)
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(-.f64 (*.f64 (log.f64 y) x) z)
(- (* x (log y)) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(- (+ (* -1 y) (* x (log y))) z)
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(- (+ (* -1 y) (* x (log y))) z)
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(- (+ (* -1 y) (* x (log y))) z)
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(- (* x (log y)) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(- (* x (log y)) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(- (* x (log y)) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(- (* x (log y)) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(log y)
(log.f64 y)
(log y)
(log.f64 y)
(log y)
(log.f64 y)
(log y)
(log.f64 y)
(* -1 y)
(neg.f64 y)
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y))))
(fma.f64 (-.f64 #s(literal -1 binary64) (/.f64 z y)) y (*.f64 (log.f64 y) x))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y))))
(fma.f64 (-.f64 #s(literal -1 binary64) (/.f64 z y)) y (*.f64 (log.f64 y) x))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y))))
(fma.f64 (-.f64 #s(literal -1 binary64) (/.f64 z y)) y (*.f64 (log.f64 y) x))
(- (* -1 (* x (log (/ 1 y)))) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(- (* -1 (* x (log (/ 1 y)))) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(- (* -1 (* x (log (/ 1 y)))) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(- (* -1 (* x (log (/ 1 y)))) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(* -1 (* x (log (/ 1 y))))
(*.f64 (log.f64 y) x)
(* -1 (* x (log (/ 1 y))))
(*.f64 (log.f64 y) x)
(* -1 (* x (log (/ 1 y))))
(*.f64 (log.f64 y) x)
(* -1 (* x (log (/ 1 y))))
(*.f64 (log.f64 y) x)
(* -1 (log (/ 1 y)))
(log.f64 y)
(* -1 (log (/ 1 y)))
(log.f64 y)
(* -1 (log (/ 1 y)))
(log.f64 y)
(* -1 (log (/ 1 y)))
(log.f64 y)
(* -1 y)
(neg.f64 y)
(* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y)))))
(fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) x (-.f64 (neg.f64 y) z))
(* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y)))))
(fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) x (-.f64 (neg.f64 y) z))
(* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y)))))
(fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) x (-.f64 (neg.f64 y) z))
(- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)
(fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) x (neg.f64 z))
(- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)
(fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) x (neg.f64 z))
(- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)
(fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) x (neg.f64 z))
(- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)
(fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) x (neg.f64 z))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(*.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) x)
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(*.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) x)
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(*.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) x)
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(*.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) x)
(+ (log -1) (* -1 (log (/ -1 y))))
(-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y)))
(+ (log -1) (* -1 (log (/ -1 y))))
(-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y)))
(+ (log -1) (* -1 (log (/ -1 y))))
(-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y)))
(+ (log -1) (* -1 (log (/ -1 y))))
(-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y)))
(* -1 (+ y z))
(-.f64 (neg.f64 y) z)
(- (* x (log y)) (+ y z))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(- (* x (log y)) (+ y z))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(- (* x (log y)) (+ y z))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* -1 z)
(neg.f64 z)
(- (* x (log y)) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(- (* x (log y)) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(- (* x (log y)) z)
(-.f64 (*.f64 (log.f64 y) x) z)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (+ (log y) (* -1 (/ (+ y z) x))))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* x (+ (log y) (* -1 (/ (+ y z) x))))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* x (+ (log y) (* -1 (/ (+ y z) x))))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (+ (log y) (* -1 (/ z x))))
(-.f64 (*.f64 (log.f64 y) x) z)
(* x (+ (log y) (* -1 (/ z x))))
(-.f64 (*.f64 (log.f64 y) x) z)
(* x (+ (log y) (* -1 (/ z x))))
(-.f64 (*.f64 (log.f64 y) x) z)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 y) z))
(* x (log y))
(*.f64 (log.f64 y) x)
(* -1 (* x (+ (* -1 (log y)) (/ z x))))
(-.f64 (*.f64 (log.f64 y) x) z)
(* -1 (* x (+ (* -1 (log y)) (/ z x))))
(-.f64 (*.f64 (log.f64 y) x) z)
(* -1 (* x (+ (* -1 (log y)) (/ z x))))
(-.f64 (*.f64 (log.f64 y) x) z)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (log y))
(*.f64 (log.f64 y) x)

rewrite189.0ms (2.5%)

Memory
-1.4MiB live, 212.8MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0720
01120
14320
235620
3550620
0849320
Stop Event
iter limit
node limit
iter limit
Counts
4 → 215
Calls
Call 1
Inputs
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
(-.f64 (*.f64 x (log.f64 y)) z)
(*.f64 x (log.f64 y))
(log.f64 y)
Outputs
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eval49.0ms (0.6%)

Memory
-7.0MiB live, 115.4MiB allocated
Compiler

Compiled 7 746 to 674 computations (91.3% saved)

prune13.0ms (0.2%)

Memory
6.7MiB live, 46.2MiB allocated
Pruning

11 alts after pruning (11 fresh and 0 done)

PrunedKeptTotal
New31211323
Fresh000
Picked101
Done000
Total31311324
Accuracy
100.0%
Counts
324 → 11
Alt Table
Click to see full alt table
StatusAccuracyProgram
55.8%
(fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
99.0%
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y))
99.9%
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))
37.6%
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log.f64 y) x (+.f64 z y)) (-.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (+.f64 z y) #s(literal 2 binary64)))))
98.7%
(-.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z)) (neg.f64 (*.f64 z (/.f64 z (fma.f64 (log.f64 y) x z))))) y)
63.5%
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
68.3%
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
67.5%
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
31.5%
#s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))
37.4%
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
33.0%
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
Compiler

Compiled 256 to 194 computations (24.2% saved)

simplify125.0ms (1.7%)

Memory
2.0MiB live, 161.0MiB allocated
Algorithm
egg-herbie
Localize:

Found 17 expressions of interest:

NewMetricScoreProgram
cost-diff0
(pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))
cost-diff0
(neg.f64 z)
cost-diff0
(fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))
cost-diff20352
(fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
cost-diff0
(log.f64 y)
cost-diff0
(*.f64 (log.f64 y) x)
cost-diff0
(-.f64 (*.f64 (log.f64 y) x) z)
cost-diff0
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
cost-diff0
(neg.f64 z)
cost-diff0
#s(approx (- (* x (log y)) z) (neg.f64 z))
cost-diff0
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
cost-diff0
(neg.f64 y)
cost-diff0
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
cost-diff0
(neg.f64 z)
cost-diff0
(-.f64 (neg.f64 z) y)
cost-diff0
(log.f64 y)
cost-diff0
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
025150
040138
167138
2128138
3337138
4915138
52067138
63456138
75055138
86595138
97728138
08011138
Stop Event
iter limit
node limit
iter limit
Calls
Call 1
Inputs
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))
(log.f64 y)
y
x
(-.f64 (neg.f64 z) y)
(neg.f64 z)
z
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
(neg.f64 y)
y
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(approx (- (* x (log y)) z) (neg.f64 z))
(neg.f64 z)
z
y
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
(-.f64 (*.f64 (log.f64 y) x) z)
(*.f64 (log.f64 y) x)
(log.f64 y)
y
x
z
(fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
(fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))
(neg.f64 z)
z
(pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))
(*.f64 (log.f64 y) x)
(log.f64 y)
y
x
#s(literal 2 binary64)
(pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))
(fma.f64 (log.f64 y) x z)
#s(literal -1 binary64)
(neg.f64 y)
Outputs
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))
(fma.f64 x (log.f64 y) (-.f64 (neg.f64 z) y))
(log.f64 y)
y
x
(-.f64 (neg.f64 z) y)
(neg.f64 z)
z
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
(neg.f64 y)
y
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(approx (- (* x (log y)) z) (neg.f64 z))
(neg.f64 z)
z
y
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
#s(approx (- (- (* x (log y)) z) y) (fma.f64 x (log.f64 y) (neg.f64 z)))
(-.f64 (*.f64 (log.f64 y) x) z)
(fma.f64 x (log.f64 y) (neg.f64 z))
(*.f64 (log.f64 y) x)
(*.f64 x (log.f64 y))
(log.f64 y)
y
x
z
(fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
(fma.f64 x (log.f64 y) (-.f64 (neg.f64 z) y))
(fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))
(fma.f64 (neg.f64 z) z (pow.f64 (*.f64 x (log.f64 y)) #s(literal 2 binary64)))
(neg.f64 z)
z
(pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))
(pow.f64 (*.f64 x (log.f64 y)) #s(literal 2 binary64))
(*.f64 (log.f64 y) x)
(*.f64 x (log.f64 y))
(log.f64 y)
y
x
#s(literal 2 binary64)
(pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))
(pow.f64 (fma.f64 x (log.f64 y) z) #s(literal -1 binary64))
(fma.f64 (log.f64 y) x z)
(fma.f64 x (log.f64 y) z)
#s(literal -1 binary64)
(neg.f64 y)

localize89.0ms (1.2%)

Memory
-4.0MiB live, 198.4MiB allocated
Localize:

Found 17 expressions of interest:

NewMetricScoreProgram
accuracy0.30210878907376804
(pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))
accuracy0.4588010072926173
(pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))
accuracy0.7499917428166807
(fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))
accuracy27.684404405752986
(fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
accuracy0
(log.f64 y)
accuracy0.015625
(-.f64 (*.f64 (log.f64 y) x) z)
accuracy0.29296875
(*.f64 (log.f64 y) x)
accuracy20.688068424962253
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
accuracy0
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
accuracy0
(neg.f64 z)
accuracy29.685264634769084
#s(approx (- (* x (log y)) z) (neg.f64 z))
accuracy0
(neg.f64 y)
accuracy42.85359050502814
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
accuracy0
(-.f64 (neg.f64 z) y)
accuracy0
(neg.f64 z)
accuracy0
(log.f64 y)
accuracy0.08984375
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))
Samples
64.0ms256×0valid
Compiler

Compiled 265 to 45 computations (83% saved)

Precisions
Click to see histograms. Total time spent on operations: 30.0ms
ival-mult: 7.0ms (23% of total)
ival-sub: 5.0ms (16.4% of total)
ival-add: 4.0ms (13.1% of total)
ival-log: 4.0ms (13.1% of total)
ival-pow: 4.0ms (13.1% of total)
ival-neg: 4.0ms (13.1% of total)
ival-pow2: 2.0ms (6.6% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series108.0ms (1.4%)

Memory
-7.6MiB live, 226.1MiB allocated
Counts
15 → 432
Calls
Call 1
Inputs
#s(alt (fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y)) (patch (fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y)) #<representation binary64>) () ())
#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())
#s(alt (-.f64 (neg.f64 z) y) (patch (-.f64 (neg.f64 z) y) #<representation binary64>) () ())
#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())
#s(alt #s(approx (- (- (* x (log y)) z) y) (neg.f64 y)) (patch #s(approx (- (- (* x (log y)) z) y) (neg.f64 y)) #<representation binary64>) () ())
#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())
#s(alt (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #<representation binary64>) () ())
#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())
#s(alt #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) (patch #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) #<representation binary64>) () ())
#s(alt (-.f64 (*.f64 (log.f64 y) x) z) (patch (-.f64 (*.f64 (log.f64 y) x) z) #<representation binary64>) () ())
#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())
#s(alt (fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y)) (patch (fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y)) #<representation binary64>) () ())
#s(alt (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (patch (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) #<representation binary64>) () ())
#s(alt (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (patch (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) #<representation binary64>) () ())
#s(alt (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (patch (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) #<representation binary64>) () ())
Outputs
#s(alt (- (* x (log y)) y) (taylor 0 z) (#s(alt (fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y)) (patch (fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y)) (patch (fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y)) (patch (fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y)) (patch (fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 y) (taylor 0 z) (#s(alt (-.f64 (neg.f64 z) y) (patch (-.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (- (* -1 z) y) (taylor 0 z) (#s(alt (-.f64 (neg.f64 z) y) (patch (-.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (- (* -1 z) y) (taylor 0 z) (#s(alt (-.f64 (neg.f64 z) y) (patch (-.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (- (* -1 z) y) (taylor 0 z) (#s(alt (-.f64 (neg.f64 z) y) (patch (-.f64 (neg.f64 z) y) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
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#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt #s(approx (- (- (* x (log y)) z) y) (neg.f64 y)) (patch #s(approx (- (- (* x (log y)) z) y) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt #s(approx (- (- (* x (log y)) z) y) (neg.f64 y)) (patch #s(approx (- (- (* x (log y)) z) y) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) (patch #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) (patch #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) (patch #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) (patch #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (-.f64 (*.f64 (log.f64 y) x) z) (patch (-.f64 (*.f64 (log.f64 y) x) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt (-.f64 (*.f64 (log.f64 y) x) z) (patch (-.f64 (*.f64 (log.f64 y) x) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt (-.f64 (*.f64 (log.f64 y) x) z) (patch (-.f64 (*.f64 (log.f64 y) x) z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt (-.f64 (*.f64 (log.f64 y) x) z) (patch (-.f64 (*.f64 (log.f64 y) x) z) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y)) (patch (fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt (fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y)) (patch (fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt (fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y)) (patch (fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt (fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y)) (patch (fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (pow (log y) 2)) (taylor -inf x) (#s(alt (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (patch (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (+ (* -1 (/ (pow z 2) (pow x 2))) (pow (log y) 2))) (taylor -inf x) (#s(alt (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (patch (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (+ (* -1 (/ (pow z 2) (pow x 2))) (pow (log y) 2))) (taylor -inf x) (#s(alt (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (patch (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (+ (* -1 (/ (pow z 2) (pow x 2))) (pow (log y) 2))) (taylor -inf x) (#s(alt (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (patch (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (pow (log y) 2)) (taylor -inf x) (#s(alt (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (patch (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (pow (log y) 2)) (taylor -inf x) (#s(alt (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (patch (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (pow (log y) 2)) (taylor -inf x) (#s(alt (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (patch (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (* (pow x 2) (pow (log y) 2)) (taylor -inf x) (#s(alt (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (patch (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (/ 1 (* x (log y))) (taylor -inf x) (#s(alt (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (patch (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (- (/ z (* x (pow (log y) 2))) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (patch (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (- (* -1 (/ (- (/ (pow z 2) (* x (pow (log y) 3))) (/ z (pow (log y) 2))) x)) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (patch (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (- (* -1 (/ (- (* -1 (/ (- (/ (pow z 3) (* x (pow (log y) 4))) (/ (pow z 2) (pow (log y) 3))) x)) (/ z (pow (log y) 2))) x)) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (patch (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) #<representation binary64>) () ())) ())
Calls

9 calls:

TimeVariablePointExpression
27.0ms
x
@inf
((+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (- (- (* x (log y)) z) y) (neg y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* (log y) x) z) (* (log y) x) (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (pow (+ (* (log y) x) z) -1))
12.0ms
x
@-inf
((+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (- (- (* x (log y)) z) y) (neg y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* (log y) x) z) (* (log y) x) (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (pow (+ (* (log y) x) z) -1))
11.0ms
y
@-inf
((+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (- (- (* x (log y)) z) y) (neg y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* (log y) x) z) (* (log y) x) (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (pow (+ (* (log y) x) z) -1))
11.0ms
x
@0
((+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (- (- (* x (log y)) z) y) (neg y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* (log y) x) z) (* (log y) x) (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (pow (+ (* (log y) x) z) -1))
11.0ms
y
@inf
((+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (- (- (* x (log y)) z) y) (neg y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* (log y) x) z) (* (log y) x) (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (pow (+ (* (log y) x) z) -1))

simplify176.0ms (2.3%)

Memory
29.0MiB live, 268.3MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02754394
18574126
226674030
081733957
Stop Event
iter limit
node limit
Counts
432 → 432
Calls
Call 1
Inputs
(- (* x (log y)) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* -1 y)
(- (* -1 z) y)
(- (* -1 z) y)
(- (* -1 z) y)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(- (* x (log y)) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (* x (log y)) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* x (log y))
(+ (* -1 z) (* x (log y)))
(+ (* -1 z) (* x (log y)))
(+ (* -1 z) (* x (log y)))
(- (* x (log y)) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* x (log y))
(+ (* -1 z) (* x (log y)))
(+ (* -1 z) (* x (log y)))
(+ (* -1 z) (* x (log y)))
(- (* x (log y)) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* (pow x 2) (pow (log y) 2))
(+ (* -1 (pow z 2)) (* (pow x 2) (pow (log y) 2)))
(+ (* -1 (pow z 2)) (* (pow x 2) (pow (log y) 2)))
(+ (* -1 (pow z 2)) (* (pow x 2) (pow (log y) 2)))
(/ 1 (* x (log y)))
(+ (* -1 (/ z (* (pow x 2) (pow (log y) 2)))) (/ 1 (* x (log y))))
(+ (* z (- (/ z (* (pow x 3) (pow (log y) 3))) (/ 1 (* (pow x 2) (pow (log y) 2))))) (/ 1 (* x (log y))))
(+ (* z (- (* z (+ (* -1 (/ z (* (pow x 4) (pow (log y) 4)))) (/ 1 (* (pow x 3) (pow (log y) 3))))) (/ 1 (* (pow x 2) (pow (log y) 2))))) (/ 1 (* x (log y))))
(* -1 z)
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* -1 z)
(* z (- (* -1 (/ y z)) 1))
(* z (- (* -1 (/ y z)) 1))
(* z (- (* -1 (/ y z)) 1))
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* -1 z)
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* -1 z)
(* z (- (/ (* x (log y)) z) 1))
(* z (- (/ (* x (log y)) z) 1))
(* z (- (/ (* x (log y)) z) 1))
(* -1 z)
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* -1 z)
(* z (- (/ (* x (log y)) z) 1))
(* z (- (/ (* x (log y)) z) 1))
(* z (- (/ (* x (log y)) z) 1))
(* -1 z)
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (pow z 2))) (+ (/ (* x (log y)) z) (/ (* (pow x 2) (pow (log y) 2)) (pow z 2)))) (+ 1 (/ y z))))
(* z (- (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (pow z 2))) (+ (/ (* x (log y)) z) (/ (* (pow x 2) (pow (log y) 2)) (pow z 2)))) (+ 1 (/ y z))))
(* -1 (pow z 2))
(* (pow z 2) (- (/ (* (pow x 2) (pow (log y) 2)) (pow z 2)) 1))
(* (pow z 2) (- (/ (* (pow x 2) (pow (log y) 2)) (pow z 2)) 1))
(* (pow z 2) (- (/ (* (pow x 2) (pow (log y) 2)) (pow z 2)) 1))
(/ 1 z)
(/ (+ 1 (* -1 (/ (* x (log y)) z))) z)
(/ (- (+ 1 (/ (* (pow x 2) (pow (log y) 2)) (pow z 2))) (/ (* x (log y)) z)) z)
(/ (- (+ 1 (* -1 (/ (* (pow x 3) (pow (log y) 3)) (pow z 3)))) (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (pow z 2))) (/ (* x (log y)) z))) z)
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 z)
(* -1 (* z (+ 1 (/ y z))))
(* -1 (* z (+ 1 (/ y z))))
(* -1 (* z (+ 1 (/ y z))))
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (+ (* -1 (/ (+ (* -1 (* (pow x 2) (pow (log y) 2))) (* (pow x 2) (pow (log y) 2))) z)) (* x (log y))) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (+ (* -1 (/ (+ (* -1 (* (pow x 2) (pow (log y) 2))) (* (pow x 2) (pow (log y) 2))) z)) (* x (log y))) y) z)))))
(* -1 (pow z 2))
(* (pow z 2) (- (/ (* (pow x 2) (pow (log y) 2)) (pow z 2)) 1))
(* (pow z 2) (- (/ (* (pow x 2) (pow (log y) 2)) (pow z 2)) 1))
(* (pow z 2) (- (/ (* (pow x 2) (pow (log y) 2)) (pow z 2)) 1))
(/ 1 z)
(* -1 (/ (- (/ (* x (log y)) z) 1) z))
(* -1 (/ (- (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) z) (* x (log y))) z)) 1) z))
(* -1 (/ (- (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 3) (pow (log y) 3)) z) (* (pow x 2) (pow (log y) 2))) z)) (* x (log y))) z)) 1) z))
(- (* x (log y)) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(log y)
(log y)
(log y)
(log y)
(* -1 z)
(- (* -1 y) z)
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Outputs
(- (* x (log y)) y)
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(- (+ (* -1 z) (* x (log y))) y)
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rewrite351.0ms (4.6%)

Memory
-23.0MiB live, 298.2MiB allocated
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
025117
040105
1178105
21365100
08584100
Stop Event
iter limit
node limit
iter limit
Counts
15 → 934
Calls
Call 1
Inputs
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))
(log.f64 y)
(-.f64 (neg.f64 z) y)
(neg.f64 z)
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
(neg.f64 y)
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(approx (- (* x (log y)) z) (neg.f64 z))
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
(-.f64 (*.f64 (log.f64 y) x) z)
(*.f64 (log.f64 y) x)
(fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
(fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))
(pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))
(pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))
Outputs
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eval244.0ms (3.2%)

Memory
39.9MiB live, 416.3MiB allocated
Compiler

Compiled 41 700 to 2 516 computations (94% saved)

prune94.0ms (1.2%)

Memory
-24.1MiB live, 183.5MiB allocated
Pruning

22 alts after pruning (19 fresh and 3 done)

PrunedKeptTotal
New1 514151 529
Fresh246
Picked235
Done000
Total1 518221 540
Accuracy
100.0%
Counts
1 540 → 22
Alt Table
Click to see full alt table
StatusAccuracyProgram
55.2%
(fma.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 x x) (*.f64 (neg.f64 z) z)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
99.0%
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y))
67.5%
(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
43.4%
(fma.f64 #s(approx (+ (* (neg z) z) (pow (* (log y) x) 2)) (*.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) x)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
68.1%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
45.3%
(-.f64 #s(approx (- (* x (log y)) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) y)
45.3%
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) z)))) y)
63.5%
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
68.3%
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
12.8%
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y)))
12.7%
#s(approx (- (- (* x (log y)) z) y) (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(literal 0 binary64) y) (-.f64 #s(literal 0 binary64) (*.f64 y y)))))
34.1%
#s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z))
67.5%
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
23.8%
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (exp.f64 (*.f64 (log.f64 (log.f64 y)) #s(literal 1 binary64))) x) z))
76.3%
#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
12.7%
#s(approx (- (- (* x (log y)) z) y) (*.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) y))))
31.5%
#s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))
37.4%
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
33.0%
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
59.6%
#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* (log y) x) z) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x #s(literal -1 binary64)) z)))
66.4%
#s(approx (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (fma.f64 (neg.f64 z) (/.f64 z (fma.f64 (log.f64 y) x z)) (*.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z)))))
98.7%
#s(approx (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (-.f64 (*.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z))) (fma.f64 z (/.f64 z (fma.f64 (log.f64 y) x z)) y)))
Compiler

Compiled 513 to 414 computations (19.3% saved)

simplify139.0ms (1.8%)

Memory
16.4MiB live, 173.5MiB allocated
Algorithm
egg-herbie
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
cost-diff0
(sqrt.f64 (*.f64 x (log.f64 y)))
cost-diff0
(-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z)
cost-diff0
#s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z))
cost-diff7104
(pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64))
cost-diff0
(log.f64 y)
cost-diff0
(*.f64 (log.f64 y) x)
cost-diff0
#s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x))
cost-diff0
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
cost-diff0
#s(approx (- (* x (log y)) z) (neg.f64 z))
cost-diff0
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
cost-diff0
(/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))
cost-diff1408
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
cost-diff0
(neg.f64 z)
cost-diff0
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
cost-diff0
(log.f64 y)
cost-diff0
(fma.f64 (log.f64 y) x z)
cost-diff6080
(*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)))
cost-diff14592
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y))
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
031214
049204
181201
2153185
3494185
42101185
55863185
08317185
Stop Event
iter limit
node limit
iter limit
Calls
Call 1
Inputs
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y))
(fma.f64 (log.f64 y) x z)
(log.f64 y)
y
x
z
(*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)))
(-.f64 (*.f64 (log.f64 y) x) z)
(*.f64 (log.f64 y) x)
(pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))
#s(literal -1 binary64)
(neg.f64 y)
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
(neg.f64 z)
z
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(approx (- (* x (log y)) z) (neg.f64 z))
(neg.f64 z)
z
y
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
#s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(log.f64 y)
y
x
#s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z))
(-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z)
(pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64))
(sqrt.f64 (*.f64 x (log.f64 y)))
(*.f64 x (log.f64 y))
x
(log.f64 y)
y
#s(literal 2 binary64)
z
Outputs
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y))
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
(fma.f64 (log.f64 y) x z)
(fma.f64 x (log.f64 y) z)
(log.f64 y)
y
x
z
(*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)))
(/.f64 (-.f64 (*.f64 x (log.f64 y)) z) (fma.f64 x (log.f64 y) z))
(-.f64 (*.f64 (log.f64 y) x) z)
(-.f64 (*.f64 x (log.f64 y)) z)
(*.f64 (log.f64 y) x)
(*.f64 x (log.f64 y))
(pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))
(pow.f64 (fma.f64 x (log.f64 y) z) #s(literal -1 binary64))
#s(literal -1 binary64)
(neg.f64 y)
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
(neg.f64 z)
z
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(approx (- (* x (log y)) z) (neg.f64 z))
(neg.f64 z)
z
y
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))) y)
#s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x))
#s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y)))
(*.f64 (log.f64 y) x)
(*.f64 x (log.f64 y))
(log.f64 y)
y
x
#s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z))
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 x (log.f64 y)) z))
(-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z)
(-.f64 (*.f64 x (log.f64 y)) z)
(pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64))
(*.f64 x (log.f64 y))
(sqrt.f64 (*.f64 x (log.f64 y)))
(*.f64 x (log.f64 y))
x
(log.f64 y)
y
#s(literal 2 binary64)
z

localize121.0ms (1.6%)

Memory
-22.5MiB live, 178.4MiB allocated
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
accuracy0.15234375
(*.f64 x (log.f64 y))
accuracy0.278007519536884
(pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64))
accuracy0.3202942526953038
(sqrt.f64 (*.f64 x (log.f64 y)))
accuracy11.851956652657167
#s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z))
accuracy0
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
accuracy0
(log.f64 y)
accuracy0.15234375
(*.f64 (log.f64 y) x)
accuracy18.992639520121426
#s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x))
accuracy0
(neg.f64 z)
accuracy0.12109375
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
accuracy0.2091645194724928
(/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))
accuracy14.36103842267173
#s(approx (- (* x (log y)) z) (neg.f64 z))
accuracy0
(neg.f64 z)
accuracy20.846303690995512
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
accuracy0.06640625
(fma.f64 (log.f64 y) x z)
accuracy0.15234375
(*.f64 (log.f64 y) x)
accuracy0.2326020194724928
(pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))
accuracy0.3515625
(*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)))
Samples
43.0ms121×0invalid
28.0ms135×0valid
Compiler

Compiled 349 to 53 computations (84.8% saved)

Precisions
Click to see histograms. Total time spent on operations: 53.0ms
exact: 16.0ms (30.4% of total)
ival-mult: 10.0ms (19% of total)
ival-sub: 5.0ms (9.5% of total)
ival-log: 4.0ms (7.6% of total)
ival-sqrt: 4.0ms (7.6% of total)
ival-pow: 4.0ms (7.6% of total)
ival-div: 3.0ms (5.7% of total)
ival-add: 2.0ms (3.8% of total)
ival-pow2: 2.0ms (3.8% of total)
ival-neg: 2.0ms (3.8% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

series99.0ms (1.3%)

Memory
-12.7MiB live, 161.1MiB allocated
Counts
19 → 588
Calls
Call 1
Inputs
#s(alt (fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y)) (patch (fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y)) #<representation binary64>) () ())
#s(alt (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (patch (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) #<representation binary64>) () ())
#s(alt (fma.f64 (log.f64 y) x z) (patch (fma.f64 (log.f64 y) x z) #<representation binary64>) () ())
#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())
#s(alt #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) (patch #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) #<representation binary64>) () ())
#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())
#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))) #<representation binary64>) () ())
#s(alt (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)) (patch (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)) #<representation binary64>) () ())
#s(alt (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #<representation binary64>) () ())
#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())
#s(alt (-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y) #<representation binary64>) () ())
#s(alt #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) (patch #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())
#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())
#s(alt (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) (patch (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) #<representation binary64>) () ())
#s(alt #s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z)) (patch #s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z)) #<representation binary64>) () ())
#s(alt (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z) (patch (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z) #<representation binary64>) () ())
#s(alt (sqrt.f64 (*.f64 x (log.f64 y))) (patch (sqrt.f64 (*.f64 x (log.f64 y))) #<representation binary64>) () ())
#s(alt (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (patch (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) #<representation binary64>) () ())
#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())
Outputs
#s(alt (- (* x (log y)) y) (taylor 0 z) (#s(alt (fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y)) (patch (fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y)) (patch (fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y)) (patch (fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y)) (patch (fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt 1 (taylor 0 z) (#s(alt (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (patch (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) #<representation binary64>) () ())) ())
#s(alt (+ 1 (* -2 (/ z (* x (log y))))) (taylor 0 z) (#s(alt (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (patch (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) #<representation binary64>) () ())) ())
#s(alt (+ 1 (* z (- (* 2 (/ z (* (pow x 2) (pow (log y) 2)))) (* 2 (/ 1 (* x (log y))))))) (taylor 0 z) (#s(alt (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (patch (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) #<representation binary64>) () ())) ())
#s(alt (+ 1 (* z (- (* z (+ (* -2 (/ z (* (pow x 3) (pow (log y) 3)))) (* 2 (/ 1 (* (pow x 2) (pow (log y) 2)))))) (* 2 (/ 1 (* x (log y))))))) (taylor 0 z) (#s(alt (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (patch (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 z) (#s(alt (fma.f64 (log.f64 y) x z) (patch (fma.f64 (log.f64 y) x z) #<representation binary64>) () ())) ())
#s(alt (+ z (* x (log y))) (taylor 0 z) (#s(alt (fma.f64 (log.f64 y) x z) (patch (fma.f64 (log.f64 y) x z) #<representation binary64>) () ())) ())
#s(alt (+ z (* x (log y))) (taylor 0 z) (#s(alt (fma.f64 (log.f64 y) x z) (patch (fma.f64 (log.f64 y) x z) #<representation binary64>) () ())) ())
#s(alt (+ z (* x (log y))) (taylor 0 z) (#s(alt (fma.f64 (log.f64 y) x z) (patch (fma.f64 (log.f64 y) x z) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) y) (taylor 0 z) (#s(alt #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) (patch #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) (patch #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) (patch #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) (patch #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) y) (taylor 0 z) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))) #<representation binary64>) () ())) ())
#s(alt (/ 1 (- (* x (log y)) y)) (taylor 0 z) (#s(alt (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)) (patch (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)) #<representation binary64>) () ())) ())
#s(alt (+ (/ 1 (- (* x (log y)) y)) (/ z (pow (- (* x (log y)) y) 2))) (taylor 0 z) (#s(alt (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)) (patch (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)) #<representation binary64>) () ())) ())
#s(alt (+ (* z (+ (/ 1 (pow (- (* x (log y)) y) 2)) (/ z (pow (- (* x (log y)) y) 3)))) (/ 1 (- (* x (log y)) y))) (taylor 0 z) (#s(alt (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)) (patch (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)) #<representation binary64>) () ())) ())
#s(alt (+ (* z (+ (* z (+ (/ 1 (pow (- (* x (log y)) y) 3)) (/ z (pow (- (* x (log y)) y) 4)))) (/ 1 (pow (- (* x (log y)) y) 2)))) (/ 1 (- (* x (log y)) y))) (taylor 0 z) (#s(alt (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)) (patch (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) y) (taylor 0 z) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 z) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log y))) (taylor 0 z) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log y))) (taylor 0 z) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log y))) (taylor 0 z) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) y) (taylor 0 z) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 z) (#s(alt #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) (patch #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log y))) (taylor 0 z) (#s(alt #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) (patch #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* x (log y))) (taylor 0 z) (#s(alt #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) (patch #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
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#s(alt (* x (log y)) (taylor -inf x) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #<representation binary64>) () ())) ())
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#s(alt (* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x))))) (taylor -inf x) (#s(alt (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (patch (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #<representation binary64>) () ())) ())
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#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
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#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) (patch #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
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#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) (patch #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) (patch #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (* (log y) (pow (sqrt -1) 2)))) (taylor -inf x) (#s(alt (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) (patch (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
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#s(alt (* -1 (* (sqrt (* x (log y))) (pow (sqrt -1) 2))) (taylor -inf x) (#s(alt (sqrt.f64 (*.f64 x (log.f64 y))) (patch (sqrt.f64 (*.f64 x (log.f64 y))) #<representation binary64>) () ())) ())
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#s(alt (* -1 (/ (- (* -1 (/ (- (* -1 (/ (- (/ (pow z 3) (* x (pow (log y) 4))) (/ (pow z 2) (pow (log y) 3))) x)) (/ z (pow (log y) 2))) x)) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (patch (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
Calls

9 calls:

TimeVariablePointExpression
12.0ms
x
@-inf
((+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (+ (* (log y) x) z) (log y) (- (- (* x (log y)) z) y) (neg z) (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (/ 1 (- (- (* x (log y)) z) y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* (log y) x) (pow (sqrt (* x (log y))) 2) (- (- (* x (log y)) z) y) (- (pow (sqrt (* x (log y))) 2) z) (sqrt (* x (log y))) (pow (+ (* (log y) x) z) -1) (* x (log y)))
11.0ms
x
@0
((+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (+ (* (log y) x) z) (log y) (- (- (* x (log y)) z) y) (neg z) (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (/ 1 (- (- (* x (log y)) z) y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* (log y) x) (pow (sqrt (* x (log y))) 2) (- (- (* x (log y)) z) y) (- (pow (sqrt (* x (log y))) 2) z) (sqrt (* x (log y))) (pow (+ (* (log y) x) z) -1) (* x (log y)))
10.0ms
y
@inf
((+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (+ (* (log y) x) z) (log y) (- (- (* x (log y)) z) y) (neg z) (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (/ 1 (- (- (* x (log y)) z) y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* (log y) x) (pow (sqrt (* x (log y))) 2) (- (- (* x (log y)) z) y) (- (pow (sqrt (* x (log y))) 2) z) (sqrt (* x (log y))) (pow (+ (* (log y) x) z) -1) (* x (log y)))
8.0ms
y
@-inf
((+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (+ (* (log y) x) z) (log y) (- (- (* x (log y)) z) y) (neg z) (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (/ 1 (- (- (* x (log y)) z) y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* (log y) x) (pow (sqrt (* x (log y))) 2) (- (- (* x (log y)) z) y) (- (pow (sqrt (* x (log y))) 2) z) (sqrt (* x (log y))) (pow (+ (* (log y) x) z) -1) (* x (log y)))
8.0ms
x
@inf
((+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (+ (* (log y) x) z) (log y) (- (- (* x (log y)) z) y) (neg z) (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (/ 1 (- (- (* x (log y)) z) y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* (log y) x) (pow (sqrt (* x (log y))) 2) (- (- (* x (log y)) z) y) (- (pow (sqrt (* x (log y))) 2) z) (sqrt (* x (log y))) (pow (+ (* (log y) x) z) -1) (* x (log y)))

simplify212.0ms (2.8%)

Memory
15.2MiB live, 200.8MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
05476303
117425879
256125719
084395578
Stop Event
iter limit
node limit
Counts
588 → 585
Calls
Call 1
Inputs
(- (* x (log y)) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
1
(+ 1 (* -2 (/ z (* x (log y)))))
(+ 1 (* z (- (* 2 (/ z (* (pow x 2) (pow (log y) 2)))) (* 2 (/ 1 (* x (log y)))))))
(+ 1 (* z (- (* z (+ (* -2 (/ z (* (pow x 3) (pow (log y) 3)))) (* 2 (/ 1 (* (pow x 2) (pow (log y) 2)))))) (* 2 (/ 1 (* x (log y)))))))
(* x (log y))
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(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(- (* x (log y)) y)
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(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(/ 1 (- (* x (log y)) y))
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z
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z
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-1
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(* -1 z)
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(- (* x (log y)) z)
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(* x (log y))
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(* x (log y))
(* x (log y))
(* x (log y))
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Outputs
(- (* x (log y)) y)
(-.f64 (*.f64 (log.f64 y) x) y)
(- (+ (* -1 z) (* x (log y))) y)
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))
(- (+ (* -1 z) (* x (log y))) y)
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))
(- (+ (* -1 z) (* x (log y))) y)
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))
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(- (* x (log y)) y)
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rewrite196.0ms (2.6%)

Memory
7.5MiB live, 238.1MiB allocated
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
031182
049173
1198153
21298153
08672153
Stop Event
iter limit
node limit
iter limit
Counts
19 → 1 242
Calls
Call 1
Inputs
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y))
(*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)))
(fma.f64 (log.f64 y) x z)
(log.f64 y)
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
(neg.f64 z)
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
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(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(approx (- (* x (log y)) z) (neg.f64 z))
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#s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
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(*.f64 x (log.f64 y))
Outputs
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eval704.0ms (9.3%)

Memory
25.6MiB live, 570.7MiB allocated
Compiler

Compiled 63 421 to 4 874 computations (92.3% saved)

prune150.0ms (2%)

Memory
1.3MiB live, 162.6MiB allocated
Pruning

24 alts after pruning (18 fresh and 6 done)

PrunedKeptTotal
New2 195112 206
Fresh7714
Picked235
Done033
Total2 204242 228
Accuracy
100.0%
Counts
2 228 → 24
Alt Table
Click to see full alt table
StatusAccuracyProgram
55.2%
(fma.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 x x) (*.f64 (neg.f64 z) z)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
56.8%
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y))
44.8%
(fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z)))
67.5%
(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
43.4%
(fma.f64 #s(approx (+ (* (neg z) z) (pow (* (log y) x) 2)) (*.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) x)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
31.6%
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 (+.f64 (/.f64 (/.f64 (+.f64 z y) x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y))) x)))
32.9%
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 #s(literal -1 binary64) y)))
25.8%
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (sqrt.f64 (*.f64 (*.f64 x (log.f64 y)) (log.f64 y))) (sqrt.f64 x))) y)
63.5%
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
38.5%
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (exp.f64 (*.f64 (log.f64 (log.f64 y)) #s(literal 1 binary64))) x)) y)
68.3%
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
68.3%
(*.f64 (/.f64 (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #s(literal 1 binary64)) (/.f64 (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
31.5%
#s(approx (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (*.f64 (log.f64 y) x))
12.8%
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y)))
15.8%
#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
34.1%
#s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z))
67.5%
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
76.3%
#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
12.7%
#s(approx (- (- (* x (log y)) z) y) (*.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) y))))
15.8%
#s(approx (- (- (* x (log y)) z) y) (*.f64 (neg.f64 (*.f64 z z)) (/.f64 #s(literal 1 binary64) z)))
37.4%
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
33.0%
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
59.6%
#s(approx (- (- (* x (log y)) z) y) #s(approx (- (pow (sqrt (* x (log y))) 2) z) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x #s(literal -1 binary64)) z)))
66.4%
#s(approx (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (fma.f64 (neg.f64 z) (/.f64 z (fma.f64 (log.f64 y) x z)) (*.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z)))))
Compiler

Compiled 523 to 424 computations (18.9% saved)

simplify235.0ms (3.1%)

Memory
-12.1MiB live, 167.3MiB allocated
Algorithm
egg-herbie
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))))
cost-diff0
(log.f64 y)
cost-diff0
(fma.f64 (log.f64 y) x z)
cost-diff0
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y))
cost-diff0
(neg.f64 z)
cost-diff0
#s(approx (- (neg z) y) (neg.f64 z))
cost-diff0
(log.f64 y)
cost-diff0
(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
cost-diff0
(/.f64 #s(literal 1 binary64) y)
cost-diff0
(neg.f64 y)
cost-diff0
(*.f64 (neg.f64 y) y)
cost-diff1344
(fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z)))
cost-diff0
(*.f64 z z)
cost-diff0
(neg.f64 (*.f64 z z))
cost-diff0
#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
cost-diff1024
(/.f64 (neg.f64 (*.f64 z z)) z)
cost-diff0
(/.f64 (log.f64 y) y)
cost-diff0
(fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y)))
cost-diff0
#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
cost-diff1600
(*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)
Iterations

Useful iterations: 4 (0.0ms)

IterNodesCost
040251
065259
1115256
2231237
3665233
42554227
57442227
08074227
Stop Event
iter limit
node limit
iter limit
Calls
Call 1
Inputs
#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
(*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)
(fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y)))
(/.f64 (log.f64 y) y)
(log.f64 y)
y
x
(-.f64 #s(literal -1 binary64) (/.f64 z y))
#s(literal -1 binary64)
(/.f64 z y)
z
#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
(/.f64 (neg.f64 (*.f64 z z)) z)
(neg.f64 (*.f64 z z))
(*.f64 z z)
z
(fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z)))
(*.f64 (neg.f64 y) y)
(neg.f64 y)
y
(/.f64 #s(literal 1 binary64) y)
#s(literal 1 binary64)
#s(approx (- (* x (log y)) z) (neg.f64 z))
(neg.f64 z)
z
(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
(log.f64 y)
y
x
#s(approx (- (neg z) y) (neg.f64 z))
(neg.f64 z)
z
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y))
(fma.f64 (log.f64 y) x z)
(log.f64 y)
y
x
z
(*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))))
(-.f64 (*.f64 (log.f64 y) x) z)
(*.f64 (log.f64 y) x)
#s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))
(/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))
#s(literal 1 binary64)
(neg.f64 y)
Outputs
#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
#s(approx (- (- (* x (log y)) z) y) (fma.f64 x (log.f64 y) (-.f64 (neg.f64 z) y)))
(*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)
(fma.f64 x (log.f64 y) (-.f64 (neg.f64 z) y))
(fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y)))
(fma.f64 x (/.f64 (log.f64 y) y) (-.f64 #s(literal -1 binary64) (/.f64 z y)))
(/.f64 (log.f64 y) y)
(log.f64 y)
y
x
(-.f64 #s(literal -1 binary64) (/.f64 z y))
#s(literal -1 binary64)
(/.f64 z y)
z
#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
(/.f64 (neg.f64 (*.f64 z z)) z)
(neg.f64 z)
(neg.f64 (*.f64 z z))
(*.f64 (neg.f64 z) z)
(*.f64 z z)
z
(fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z)))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
(*.f64 (neg.f64 y) y)
(neg.f64 y)
y
(/.f64 #s(literal 1 binary64) y)
#s(literal 1 binary64)
#s(approx (- (* x (log y)) z) (neg.f64 z))
(neg.f64 z)
z
(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
(fma.f64 x (log.f64 y) #s(approx (- (neg z) y) (neg.f64 z)))
(log.f64 y)
y
x
#s(approx (- (neg z) y) (neg.f64 z))
(neg.f64 z)
z
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y))
(fma.f64 (*.f64 #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 x (log.f64 y)))) (fma.f64 x (log.f64 y) z)) (fma.f64 x (log.f64 y) (neg.f64 z)) (neg.f64 y))
(fma.f64 (log.f64 y) x z)
(fma.f64 x (log.f64 y) z)
(log.f64 y)
y
x
z
(*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))))
(*.f64 #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 x (log.f64 y)))) (fma.f64 x (log.f64 y) (neg.f64 z)))
(-.f64 (*.f64 (log.f64 y) x) z)
(fma.f64 x (log.f64 y) (neg.f64 z))
(*.f64 (log.f64 y) x)
(*.f64 x (log.f64 y))
#s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))
#s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 x (log.f64 y))))
(/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))
(/.f64 #s(literal 1 binary64) (*.f64 x (log.f64 y)))
#s(literal 1 binary64)
(neg.f64 y)

localize96.0ms (1.3%)

Memory
12.7MiB live, 171.7MiB allocated
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
accuracy0.29296875
(*.f64 (log.f64 y) x)
accuracy0.6111447572926173
(/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))
accuracy0.71875
(*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))))
accuracy33.95269345372159
#s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))
accuracy0
(neg.f64 z)
accuracy0
(log.f64 y)
accuracy0.08984375
(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
accuracy29.496214226682103
#s(approx (- (neg z) y) (neg.f64 z))
accuracy0
(neg.f64 z)
accuracy0
(neg.f64 y)
accuracy16.533781246970445
(fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z)))
accuracy29.685264634769084
#s(approx (- (* x (log y)) z) (neg.f64 z))
accuracy0
(*.f64 z z)
accuracy0
(neg.f64 (*.f64 z z))
accuracy31.347226317674732
(/.f64 (neg.f64 (*.f64 z z)) z)
accuracy40.09392074114553
#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
accuracy0
#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
accuracy0.2734375
(/.f64 (log.f64 y) y)
accuracy2.027321730844482
(fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y)))
accuracy14.718028479108725
(*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)
Samples
69.0ms256×0valid
Compiler

Compiled 403 to 67 computations (83.4% saved)

Precisions
Click to see histograms. Total time spent on operations: 44.0ms
ival-mult: 14.0ms (31.6% of total)
ival-div: 8.0ms (18.1% of total)
ival-sub: 6.0ms (13.5% of total)
ival-add: 5.0ms (11.3% of total)
ival-log: 4.0ms (9% of total)
ival-pow: 4.0ms (9% of total)
ival-neg: 3.0ms (6.8% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series214.0ms (2.8%)

Memory
-7.8MiB live, 147.6MiB allocated
Counts
23 → 576
Calls
Call 1
Inputs
#s(alt (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y) (patch (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y) #<representation binary64>) () ())
#s(alt #s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)) (patch #s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)) #<representation binary64>) () ())
#s(alt (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) (patch (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) #<representation binary64>) () ())
#s(alt (/.f64 (log.f64 y) y) (patch (/.f64 (log.f64 y) y) #<representation binary64>) () ())
#s(alt (/.f64 (neg.f64 (*.f64 z z)) z) (patch (/.f64 (neg.f64 (*.f64 z z)) z) #<representation binary64>) () ())
#s(alt #s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z)) (patch #s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z)) #<representation binary64>) () ())
#s(alt (neg.f64 (*.f64 z z)) (patch (neg.f64 (*.f64 z z)) #<representation binary64>) () ())
#s(alt (*.f64 z z) (patch (*.f64 z z) #<representation binary64>) () ())
#s(alt (fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z))) (patch (fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z))) #<representation binary64>) () ())
#s(alt (*.f64 (neg.f64 y) y) (patch (*.f64 (neg.f64 y) y) #<representation binary64>) () ())
#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())
#s(alt (/.f64 #s(literal 1 binary64) y) (patch (/.f64 #s(literal 1 binary64) y) #<representation binary64>) () ())
#s(alt (fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z))) (patch (fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z))) #<representation binary64>) () ())
#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())
#s(alt #s(approx (- (neg z) y) (neg.f64 z)) (patch #s(approx (- (neg z) y) (neg.f64 z)) #<representation binary64>) () ())
#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())
#s(alt (fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y)) (patch (fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y)) #<representation binary64>) () ())
#s(alt (fma.f64 (log.f64 y) x z) (patch (fma.f64 (log.f64 y) x z) #<representation binary64>) () ())
#s(alt (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (patch (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) #<representation binary64>) () ())
#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())
#s(alt #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))) (patch #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))) #<representation binary64>) () ())
#s(alt (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)) (patch (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())
#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())
Outputs
#s(alt (* y (- (/ (* x (log y)) y) 1)) (taylor 0 z) (#s(alt (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y) (patch (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* y (- (/ (* x (log y)) y) 1))) (taylor 0 z) (#s(alt (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y) (patch (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* y (- (/ (* x (log y)) y) 1))) (taylor 0 z) (#s(alt (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y) (patch (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 z) (* y (- (/ (* x (log y)) y) 1))) (taylor 0 z) (#s(alt (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y) (patch (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y) #<representation binary64>) () ())) ())
#s(alt (- (* x (log y)) y) (taylor 0 z) (#s(alt #s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)) (patch #s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt #s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)) (patch #s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt #s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)) (patch #s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 z) (* x (log y))) y) (taylor 0 z) (#s(alt #s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)) (patch #s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)) #<representation binary64>) () ())) ())
#s(alt (- (/ (* x (log y)) y) 1) (taylor 0 z) (#s(alt (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) (patch (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 (/ z y)) (/ (* x (log y)) y)) 1) (taylor 0 z) (#s(alt (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) (patch (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 (/ z y)) (/ (* x (log y)) y)) 1) (taylor 0 z) (#s(alt (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) (patch (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 (/ z y)) (/ (* x (log y)) y)) 1) (taylor 0 z) (#s(alt (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) (patch (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (/.f64 (neg.f64 (*.f64 z z)) z) (patch (/.f64 (neg.f64 (*.f64 z z)) z) #<representation binary64>) () ())) ())
#s(alt (* -1 z) (taylor 0 z) (#s(alt (/.f64 (neg.f64 (*.f64 z z)) z) (patch (/.f64 (neg.f64 (*.f64 z z)) z) #<representation binary64>) () ())) ())
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#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ z x))))) (taylor -inf x) (#s(alt (fma.f64 (log.f64 y) x z) (patch (fma.f64 (log.f64 y) x z) #<representation binary64>) () ())) ())
#s(alt 1 (taylor -inf x) (#s(alt (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (patch (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) #<representation binary64>) () ())) ())
#s(alt (+ 1 (* -1 (/ (- (/ z (log y)) (* -1 (/ z (log y)))) x))) (taylor -inf x) (#s(alt (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (patch (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) #<representation binary64>) () ())) ())
#s(alt (+ 1 (* -1 (/ (- (+ (* -1 (/ (* z (- (/ z (log y)) (* -1 (/ z (log y))))) (* x (log y)))) (/ z (log y))) (* -1 (/ z (log y)))) x))) (taylor -inf x) (#s(alt (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (patch (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) #<representation binary64>) () ())) ())
#s(alt (+ 1 (* -1 (/ (- (+ (* -1 (/ (- (* -1 (/ (* (pow z 2) (- (/ z (log y)) (* -1 (/ z (log y))))) (* x (pow (log y) 2)))) (* -1 (/ (* z (- (/ z (log y)) (* -1 (/ z (log y))))) (log y)))) x)) (/ z (log y))) (* -1 (/ z (log y)))) x))) (taylor -inf x) (#s(alt (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (patch (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ z x)))) (taylor -inf x) (#s(alt #s(approx (- (* x (log y)) z) (neg.f64 z)) (patch #s(approx (- (* x (log y)) z) (neg.f64 z)) #<representation binary64>) () ())) ())
#s(alt (/ 1 (* x (log y))) (taylor -inf x) (#s(alt #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))) (patch #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (- (/ z (* x (pow (log y) 2))) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))) (patch #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (- (* -1 (/ (- (/ (pow z 2) (* x (pow (log y) 3))) (/ z (pow (log y) 2))) x)) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))) (patch #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (- (* -1 (/ (- (* -1 (/ (- (/ (pow z 3) (* x (pow (log y) 4))) (/ (pow z 2) (pow (log y) 3))) x)) (/ z (pow (log y) 2))) x)) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))) (patch #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (/ 1 (* x (log y))) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)) (patch (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (/ 1 (* x (log y))) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)) (patch (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (/ 1 (* x (log y))) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)) (patch (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (/ 1 (* x (log y))) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)) (patch (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (log.f64 y) x) (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
Calls

9 calls:

TimeVariablePointExpression
73.0ms
z
@0
((* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (- (- (* x (log y)) z) y) (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/ (log y) y) (/ (neg (* z z)) z) (- (- (* x (log y)) z) y) (neg (* z z)) (* z z) (+ (* (* (neg y) y) (/ 1 y)) (- (* x (log y)) z)) (* (neg y) y) (neg y) (/ 1 y) (+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (- (* x (log y)) z) (pow (+ (* (log y) x) z) -1) (/ 1 (* (log y) x)) (* (log y) x))
50.0ms
y
@inf
((* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (- (- (* x (log y)) z) y) (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/ (log y) y) (/ (neg (* z z)) z) (- (- (* x (log y)) z) y) (neg (* z z)) (* z z) (+ (* (* (neg y) y) (/ 1 y)) (- (* x (log y)) z)) (* (neg y) y) (neg y) (/ 1 y) (+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (- (* x (log y)) z) (pow (+ (* (log y) x) z) -1) (/ 1 (* (log y) x)) (* (log y) x))
23.0ms
x
@inf
((* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (- (- (* x (log y)) z) y) (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/ (log y) y) (/ (neg (* z z)) z) (- (- (* x (log y)) z) y) (neg (* z z)) (* z z) (+ (* (* (neg y) y) (/ 1 y)) (- (* x (log y)) z)) (* (neg y) y) (neg y) (/ 1 y) (+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (- (* x (log y)) z) (pow (+ (* (log y) x) z) -1) (/ 1 (* (log y) x)) (* (log y) x))
14.0ms
y
@-inf
((* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (- (- (* x (log y)) z) y) (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/ (log y) y) (/ (neg (* z z)) z) (- (- (* x (log y)) z) y) (neg (* z z)) (* z z) (+ (* (* (neg y) y) (/ 1 y)) (- (* x (log y)) z)) (* (neg y) y) (neg y) (/ 1 y) (+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (- (* x (log y)) z) (pow (+ (* (log y) x) z) -1) (/ 1 (* (log y) x)) (* (log y) x))
10.0ms
x
@0
((* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (- (- (* x (log y)) z) y) (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/ (log y) y) (/ (neg (* z z)) z) (- (- (* x (log y)) z) y) (neg (* z z)) (* z z) (+ (* (* (neg y) y) (/ 1 y)) (- (* x (log y)) z)) (* (neg y) y) (neg y) (/ 1 y) (+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (- (* x (log y)) z) (pow (+ (* (log y) x) z) -1) (/ 1 (* (log y) x)) (* (log y) x))

simplify176.0ms (2.3%)

Memory
-1.7MiB live, 153.0MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04415458
114394996
244214901
082704783
Stop Event
iter limit
node limit
Counts
576 → 573
Calls
Call 1
Inputs
(* y (- (/ (* x (log y)) y) 1))
(+ (* -1 z) (* y (- (/ (* x (log y)) y) 1)))
(+ (* -1 z) (* y (- (/ (* x (log y)) y) 1)))
(+ (* -1 z) (* y (- (/ (* x (log y)) y) 1)))
(- (* x (log y)) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (/ (* x (log y)) y) 1)
(- (+ (* -1 (/ z y)) (/ (* x (log y)) y)) 1)
(- (+ (* -1 (/ z y)) (/ (* x (log y)) y)) 1)
(- (+ (* -1 (/ z y)) (/ (* x (log y)) y)) 1)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(- (* x (log y)) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 (pow z 2))
(pow z 2)
(pow z 2)
(pow z 2)
(pow z 2)
(+ (* -1 y) (* x (log y)))
(+ (* -1 y) (+ (* -1 z) (* x (log y))))
(+ (* -1 y) (+ (* -1 z) (* x (log y))))
(+ (* -1 y) (+ (* -1 z) (* x (log y))))
(- (* x (log y)) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* -1 y)
(- (* -1 z) y)
(- (* -1 z) y)
(- (* -1 z) y)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(- (* x (log y)) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* x (log y))
(+ z (* x (log y)))
(+ z (* x (log y)))
(+ z (* x (log y)))
1
(+ 1 (* -2 (/ z (* x (log y)))))
(+ 1 (* z (- (* 2 (/ z (* (pow x 2) (pow (log y) 2)))) (* 2 (/ 1 (* x (log y)))))))
(+ 1 (* z (- (* z (+ (* -2 (/ z (* (pow x 3) (pow (log y) 3)))) (* 2 (/ 1 (* (pow x 2) (pow (log y) 2)))))) (* 2 (/ 1 (* x (log y)))))))
(* x (log y))
(+ (* -1 z) (* x (log y)))
(+ (* -1 z) (* x (log y)))
(+ (* -1 z) (* x (log y)))
(/ 1 (* x (log y)))
(+ (* -1 (/ z (* (pow x 2) (pow (log y) 2)))) (/ 1 (* x (log y))))
(+ (* z (- (/ z (* (pow x 3) (pow (log y) 3))) (/ 1 (* (pow x 2) (pow (log y) 2))))) (/ 1 (* x (log y))))
(+ (* z (- (* z (+ (* -1 (/ z (* (pow x 4) (pow (log y) 4)))) (/ 1 (* (pow x 3) (pow (log y) 3))))) (/ 1 (* (pow x 2) (pow (log y) 2))))) (/ 1 (* x (log y))))
(* -1 z)
(* z (- (/ (* y (- (/ (* x (log y)) y) 1)) z) 1))
(* z (- (/ (* y (- (/ (* x (log y)) y) 1)) z) 1))
(* z (- (/ (* y (- (/ (* x (log y)) y) 1)) z) 1))
(* -1 z)
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* -1 (/ z y))
(* z (- (/ (* x (log y)) (* y z)) (+ (/ 1 y) (/ 1 z))))
(* z (- (/ (* x (log y)) (* y z)) (+ (/ 1 y) (/ 1 z))))
(* z (- (/ (* x (log y)) (* y z)) (+ (/ 1 y) (/ 1 z))))
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 (pow z 2))
(pow z 2)
(pow z 2)
(pow z 2)
(pow z 2)
(* -1 z)
(* z (- (+ (* -1 (/ y z)) (/ (* x (log y)) z)) 1))
(* z (- (+ (* -1 (/ y z)) (/ (* x (log y)) z)) 1))
(* z (- (+ (* -1 (/ y z)) (/ (* x (log y)) z)) 1))
(* -1 z)
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* -1 z)
(* z (- (* -1 (/ y z)) 1))
(* z (- (* -1 (/ y z)) 1))
(* z (- (* -1 (/ y z)) 1))
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
z
(* z (+ 1 (/ (* x (log y)) z)))
(* z (+ 1 (/ (* x (log y)) z)))
(* z (+ 1 (/ (* x (log y)) z)))
-1
(- (/ (* x (log y)) z) (+ 1 (* -1 (/ (* x (log y)) z))))
(- (+ (* -1 (/ (* x (* (log y) (- (* x (log y)) (* -1 (* x (log y)))))) (pow z 2))) (/ (* x (log y)) z)) (+ 1 (* -1 (/ (* x (log y)) z))))
(- (+ (/ (* x (log y)) z) (/ (* (pow x 2) (* (pow (log y) 2) (- (* x (log y)) (* -1 (* x (log y)))))) (pow z 3))) (+ 1 (+ (* -1 (/ (* x (log y)) z)) (/ (* x (* (log y) (- (* x (log y)) (* -1 (* x (log y)))))) (pow z 2)))))
(* -1 z)
(* z (- (/ (* x (log y)) z) 1))
(* z (- (/ (* x (log y)) z) 1))
(* z (- (/ (* x (log y)) z) 1))
(/ 1 z)
(/ (+ 1 (* -1 (/ (* x (log y)) z))) z)
(/ (- (+ 1 (/ (* (pow x 2) (pow (log y) 2)) (pow z 2))) (/ (* x (log y)) z)) z)
(/ (- (+ 1 (* -1 (/ (* (pow x 3) (pow (log y) 3)) (pow z 3)))) (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (pow z 2))) (/ (* x (log y)) z))) z)
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (* y (- (/ (* x (log y)) y) 1)) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* y (- (/ (* x (log y)) y) 1)) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* y (- (/ (* x (log y)) y) 1)) z)))))
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (/ z y))
(* -1 (* z (+ (* -1 (/ (- (/ (* x (log y)) y) 1) z)) (/ 1 y))))
(* -1 (* z (+ (* -1 (/ (- (/ (* x (log y)) y) 1) z)) (/ 1 y))))
(* -1 (* z (+ (* -1 (/ (- (/ (* x (log y)) y) 1) z)) (/ 1 y))))
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 (pow z 2))
(* -1 (pow z 2))
(pow z 2)
(pow z 2)
(pow z 2)
(pow z 2)
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (+ (* -1 y) (* x (log y))) z)))))
(* -1 (* z (+ 1 (* -1 (/ (+ (* -1 y) (* x (log y))) z)))))
(* -1 (* z (+ 1 (* -1 (/ (+ (* -1 y) (* x (log y))) z)))))
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 z)
(* -1 (* z (+ 1 (/ y z))))
(* -1 (* z (+ 1 (/ y z))))
(* -1 (* z (+ 1 (/ y z))))
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
z
(* -1 (* z (- (* -1 (/ (* x (log y)) z)) 1)))
(* -1 (* z (- (* -1 (/ (* x (log y)) z)) 1)))
(* -1 (* z (- (* -1 (/ (* x (log y)) z)) 1)))
-1
(- (* -1 (/ (- (* -1 (* x (log y))) (* x (log y))) z)) 1)
(- (* -1 (/ (- (+ (* -1 (* x (log y))) (* -1 (/ (* x (* (log y) (- (* -1 (* x (log y))) (* x (log y))))) z))) (* x (log y))) z)) 1)
(- (* -1 (/ (- (+ (* -1 (* x (log y))) (* -1 (/ (- (* -1 (/ (* (pow x 2) (* (pow (log y) 2) (- (* -1 (* x (log y))) (* x (log y))))) z)) (* -1 (* x (* (log y) (- (* -1 (* x (log y))) (* x (log y))))))) z))) (* x (log y))) z)) 1)
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ 1 (* -1 (/ (* x (log y)) z)))))
(/ 1 z)
(* -1 (/ (- (/ (* x (log y)) z) 1) z))
(* -1 (/ (- (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) z) (* x (log y))) z)) 1) z))
(* -1 (/ (- (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 3) (pow (log y) 3)) z) (* (pow x 2) (pow (log y) 2))) z)) (* x (log y))) z)) 1) z))
(- (* x (log y)) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (* x (log y)) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(/ (- (* x (log y)) z) y)
(/ (- (+ (* -1 y) (* x (log y))) z) y)
(/ (- (+ (* -1 y) (* x (log y))) z) y)
(/ (- (+ (* -1 y) (* x (log y))) z) y)
(/ (log y) y)
(/ (log y) y)
(/ (log y) y)
(/ (log y) y)
(- (* x (log y)) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (* x (log y)) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(* -1 (pow y 2))
(* -1 (pow y 2))
(* -1 (pow y 2))
(* -1 (pow y 2))
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(/ 1 y)
(/ 1 y)
(/ 1 y)
(/ 1 y)
(- (* x (log y)) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(- (+ (* -1 y) (* x (log y))) z)
(log y)
(log y)
(log y)
(log y)
(* -1 z)
(- (* -1 y) z)
(- (* -1 y) z)
(- (* -1 y) z)
(- (* x (log y)) z)
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(*.f64 (log.f64 y) x)
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(*.f64 (log.f64 y) x)
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(*.f64 (log.f64 y) x)
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(*.f64 (log.f64 y) x)
(* -1 (* x (+ (* -1 (log y)) (/ (* y (+ 1 (/ z y))) x))))
(*.f64 (fma.f64 (-.f64 #s(literal -1 binary64) (/.f64 z y)) (/.f64 y x) (log.f64 y)) x)
(* -1 (* x (+ (* -1 (log y)) (/ (* y (+ 1 (/ z y))) x))))
(*.f64 (fma.f64 (-.f64 #s(literal -1 binary64) (/.f64 z y)) (/.f64 y x) (log.f64 y)) x)
(* -1 (* x (+ (* -1 (log y)) (/ (* y (+ 1 (/ z y))) x))))
(*.f64 (fma.f64 (-.f64 #s(literal -1 binary64) (/.f64 z y)) (/.f64 y x) (log.f64 y)) x)
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(*.f64 (log.f64 y) x)
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
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(/.f64 (*.f64 (log.f64 y) x) y)
(* -1 (* x (+ (* -1 (/ (log y) y)) (+ (/ 1 x) (/ z (* x y))))))
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(* -1 (* x (+ (* -1 (/ (log y) y)) (+ (/ 1 x) (/ z (* x y))))))
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(* -1 (* x (+ (* -1 (/ (log y) y)) (+ (/ 1 x) (/ z (* x y))))))
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(*.f64 (log.f64 y) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* -1 y) z) x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
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(*.f64 (log.f64 y) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 z y) x)) x)
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(*.f64 (+.f64 (/.f64 z x) (log.f64 y)) x)
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(*.f64 (+.f64 (/.f64 z x) (log.f64 y)) x)
1
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(/ 1 (* x (log y)))
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(/ 1 (* x (log y)))
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(*.f64 (log.f64 y) x)
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(*.f64 (log.f64 y) x)

rewrite241.0ms (3.2%)

Memory
8.6MiB live, 332.8MiB allocated
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
040214
065217
1262211
21912196
08331196
Stop Event
iter limit
node limit
iter limit
Counts
23 → 539
Calls
Call 1
Inputs
(*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)
#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
(fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y)))
(/.f64 (log.f64 y) y)
(/.f64 (neg.f64 (*.f64 z z)) z)
#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
(neg.f64 (*.f64 z z))
(*.f64 z z)
(fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z)))
(*.f64 (neg.f64 y) y)
(neg.f64 y)
(/.f64 #s(literal 1 binary64) y)
(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
(log.f64 y)
#s(approx (- (neg z) y) (neg.f64 z))
(neg.f64 z)
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y))
(fma.f64 (log.f64 y) x z)
(*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))))
#s(approx (- (* x (log y)) z) (neg.f64 z))
#s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))
(/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
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eval175.0ms (2.3%)

Memory
23.8MiB live, 398.6MiB allocated
Compiler

Compiled 29 258 to 2 666 computations (90.9% saved)

prune78.0ms (1%)

Memory
-10.7MiB live, 169.9MiB allocated
Pruning

27 alts after pruning (19 fresh and 8 done)

PrunedKeptTotal
New1 28681 294
Fresh21113
Picked235
Done156
Total1 291271 318
Accuracy
100.0%
Counts
1 318 → 27
Alt Table
Click to see full alt table
StatusAccuracyProgram
55.2%
(fma.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 x x) (*.f64 (neg.f64 z) z)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
44.8%
(fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z)))
67.5%
(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
43.4%
(fma.f64 #s(approx (+ (* (neg z) z) (pow (* (log y) x) 2)) (*.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) x)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
85.5%
(fma.f64 #s(approx (+ (* (log y) x) z) (*.f64 (log.f64 y) x)) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y))
31.6%
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 (+.f64 (/.f64 (/.f64 (+.f64 z y) x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y))) x)))
32.9%
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 #s(literal -1 binary64) y)))
63.5%
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
68.3%
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
68.3%
(*.f64 (/.f64 (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #s(literal 1 binary64)) (/.f64 (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
31.5%
#s(approx (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (*.f64 (log.f64 y) x))
15.3%
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (*.f64 #s(literal 0 binary64) (/.f64 z (*.f64 z z))) (*.f64 z #s(literal 1 binary64))) (*.f64 z (/.f64 z (*.f64 z z)))))
9.6%
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (*.f64 #s(literal 0 binary64) (neg.f64 z)) (*.f64 z (*.f64 (neg.f64 z) z))) (*.f64 (neg.f64 z) z)))
12.8%
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y)))
15.8%
#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
67.5%
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
76.3%
#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 y (log.f64 y))) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
76.3%
#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (log.f64 y) (/.f64 x y) (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
12.7%
#s(approx (- (- (* x (log y)) z) y) (*.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) y))))
15.8%
#s(approx (- (- (* x (log y)) z) y) (*.f64 (neg.f64 (*.f64 z z)) (/.f64 #s(literal 1 binary64) z)))
51.5%
#s(approx (- (- (* x (log y)) z) y) (*.f64 #s(approx (+ (* (/ (log y) y) x) (- -1 (/ z y))) (fma.f64 (/.f64 (log.f64 y) y) x #s(literal -1 binary64))) y))
27.0%
#s(approx (- (- (* x (log y)) z) y) (*.f64 #s(approx (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/.f64 (neg.f64 z) y)) y))
37.4%
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
33.0%
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
59.6%
#s(approx (- (- (* x (log y)) z) y) #s(approx (- (pow (sqrt (* x (log y))) 2) z) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x #s(literal -1 binary64)) z)))
69.6%
#s(approx (- (- (* x (log y)) z) y) #s(approx (* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (*.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (log.f64 y) y) x #s(literal -1 binary64)) z) y #s(literal -1 binary64)) z)))
66.4%
#s(approx (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (fma.f64 (neg.f64 z) (/.f64 z (fma.f64 (log.f64 y) x z)) (*.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z)))))
Compiler

Compiled 939 to 445 computations (52.6% saved)

regimes66.0ms (0.9%)

Memory
-18.0MiB live, 128.8MiB allocated
Counts
46 → 1
Calls
Call 1
Inputs
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(approx (- (- (* x (log y)) z) y) (*.f64 #s(approx (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/.f64 (neg.f64 z) y)) y))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 #s(literal -1 binary64) y)))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (neg.f64 (*.f64 z z)) (/.f64 #s(literal 1 binary64) z)))
(-.f64 #s(approx (- (* x (log y)) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) y)
(fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z)))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) y))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) z)))) y)
#s(approx (- (- (* x (log y)) z) y) (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(literal 0 binary64) y) (-.f64 #s(literal 0 binary64) (*.f64 y y)))))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (*.f64 #s(literal 0 binary64) (neg.f64 z)) (*.f64 z (*.f64 (neg.f64 z) z))) (*.f64 (neg.f64 z) z)))
(*.f64 (/.f64 (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #s(literal 1 binary64)) (/.f64 (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (*.f64 #s(literal 0 binary64) (/.f64 z (*.f64 z z))) (*.f64 z #s(literal 1 binary64))) (*.f64 z (/.f64 z (*.f64 z z)))))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (*.f64 (log.f64 y) x))
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))
#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* (log y) x) z) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x #s(literal -1 binary64)) z)))
#s(approx (- (- (* x (log y)) z) y) #s(approx (- (pow (sqrt (* x (log y))) 2) z) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x #s(literal -1 binary64)) z)))
#s(approx (- (- (* x (log y)) z) y) (*.f64 #s(approx (+ (* (/ (log y) y) x) (- -1 (/ z y))) (fma.f64 (/.f64 (log.f64 y) y) x #s(literal -1 binary64))) y))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (log.f64 y) (/.f64 x y) (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
#s(approx (- (- (* x (log y)) z) y) #s(approx (* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (*.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (log.f64 y) y) x #s(literal -1 binary64)) z) y #s(literal -1 binary64)) z)))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 y (log.f64 y))) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
#s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z))
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (sqrt.f64 (*.f64 (*.f64 x (log.f64 y)) (log.f64 y))) (sqrt.f64 x))) y)
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (exp.f64 (*.f64 (log.f64 (log.f64 y)) #s(literal 1 binary64))) x) z))
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (exp.f64 (*.f64 (log.f64 (log.f64 y)) #s(literal 1 binary64))) x)) y)
(fma.f64 #s(approx (+ (* (log y) x) z) (*.f64 (log.f64 y) x)) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y))
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 (+.f64 (/.f64 (/.f64 (+.f64 z y) x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y))) x)))
(fma.f64 #s(approx (+ (* (neg z) z) (pow (* (log y) x) 2)) (*.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) x)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
(fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
(fma.f64 (fma.f64 (log.f64 y) x z) (*.f64 (-.f64 (*.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y))
(fma.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 x x) (*.f64 (neg.f64 z) z)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log.f64 y) x (+.f64 z y)) (-.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (+.f64 z y) #s(literal 2 binary64)))))
#s(approx (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (fma.f64 (neg.f64 z) (/.f64 z (fma.f64 (log.f64 y) x z)) (*.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z)))))
#s(approx (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (-.f64 (*.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z))) (fma.f64 z (/.f64 z (fma.f64 (log.f64 y) x z)) y)))
(-.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z)) (neg.f64 (*.f64 z (/.f64 z (fma.f64 (log.f64 y) x z))))) y)
Outputs
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
Calls

4 calls:

19.0ms
y
17.0ms
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
15.0ms
z
12.0ms
x
Results
AccuracySegmentsBranch
99.9%1x
99.9%1y
99.9%1z
99.9%1(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
Compiler

Compiled 11 to 16 computations (-45.5% saved)

regimes36.0ms (0.5%)

Memory
10.0MiB live, 94.0MiB allocated
Counts
22 → 4
Calls
Call 1
Inputs
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(approx (- (- (* x (log y)) z) y) (*.f64 #s(approx (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/.f64 (neg.f64 z) y)) y))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 #s(literal -1 binary64) y)))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (neg.f64 (*.f64 z z)) (/.f64 #s(literal 1 binary64) z)))
(-.f64 #s(approx (- (* x (log y)) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) y)
(fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z)))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) y))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) z)))) y)
#s(approx (- (- (* x (log y)) z) y) (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(literal 0 binary64) y) (-.f64 #s(literal 0 binary64) (*.f64 y y)))))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (*.f64 #s(literal 0 binary64) (neg.f64 z)) (*.f64 z (*.f64 (neg.f64 z) z))) (*.f64 (neg.f64 z) z)))
(*.f64 (/.f64 (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #s(literal 1 binary64)) (/.f64 (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (*.f64 #s(literal 0 binary64) (/.f64 z (*.f64 z z))) (*.f64 z #s(literal 1 binary64))) (*.f64 z (/.f64 z (*.f64 z z)))))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (*.f64 (log.f64 y) x))
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
Outputs
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
Calls

4 calls:

14.0ms
z
7.0ms
x
7.0ms
y
7.0ms
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
Results
AccuracySegmentsBranch
90.3%3x
88.6%2y
92.6%4z
88.5%4(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
Compiler

Compiled 11 to 16 computations (-45.5% saved)

regimes21.0ms (0.3%)

Memory
-7.7MiB live, 70.9MiB allocated
Counts
20 → 2
Calls
Call 1
Inputs
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(approx (- (- (* x (log y)) z) y) (*.f64 #s(approx (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/.f64 (neg.f64 z) y)) y))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 #s(literal -1 binary64) y)))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (neg.f64 (*.f64 z z)) (/.f64 #s(literal 1 binary64) z)))
(-.f64 #s(approx (- (* x (log y)) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) y)
(fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z)))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) y))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) z)))) y)
#s(approx (- (- (* x (log y)) z) y) (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(literal 0 binary64) y) (-.f64 #s(literal 0 binary64) (*.f64 y y)))))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (*.f64 #s(literal 0 binary64) (neg.f64 z)) (*.f64 z (*.f64 (neg.f64 z) z))) (*.f64 (neg.f64 z) z)))
(*.f64 (/.f64 (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #s(literal 1 binary64)) (/.f64 (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (*.f64 #s(literal 0 binary64) (/.f64 z (*.f64 z z))) (*.f64 z #s(literal 1 binary64))) (*.f64 z (/.f64 z (*.f64 z z)))))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (*.f64 (log.f64 y) x))
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
Outputs
#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
Calls

3 calls:

7.0ms
z
7.0ms
y
6.0ms
x
Results
AccuracySegmentsBranch
88.6%2y
89.9%3x
76.5%3z
Compiler

Compiled 3 to 9 computations (-200% saved)

regimes45.0ms (0.6%)

Memory
0.4MiB live, 41.3MiB allocated
Counts
19 → 3
Calls
Call 1
Inputs
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(approx (- (- (* x (log y)) z) y) (*.f64 #s(approx (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/.f64 (neg.f64 z) y)) y))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 #s(literal -1 binary64) y)))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (neg.f64 (*.f64 z z)) (/.f64 #s(literal 1 binary64) z)))
(-.f64 #s(approx (- (* x (log y)) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) y)
(fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z)))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) y))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) z)))) y)
#s(approx (- (- (* x (log y)) z) y) (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(literal 0 binary64) y) (-.f64 #s(literal 0 binary64) (*.f64 y y)))))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (*.f64 #s(literal 0 binary64) (neg.f64 z)) (*.f64 z (*.f64 (neg.f64 z) z))) (*.f64 (neg.f64 z) z)))
(*.f64 (/.f64 (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #s(literal 1 binary64)) (/.f64 (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (*.f64 #s(literal 0 binary64) (/.f64 z (*.f64 z z))) (*.f64 z #s(literal 1 binary64))) (*.f64 z (/.f64 z (*.f64 z z)))))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (*.f64 (log.f64 y) x))
Outputs
#s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))
Calls

3 calls:

32.0ms
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
6.0ms
y
6.0ms
x
Results
AccuracySegmentsBranch
71.6%3(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
84.5%3x
71.0%2y
Compiler

Compiled 10 to 13 computations (-30% saved)

regimes22.0ms (0.3%)

Memory
27.8MiB live, 27.9MiB allocated
Counts
17 → 1
Calls
Call 1
Inputs
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
#s(approx (- (- (* x (log y)) z) y) (*.f64 #s(approx (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/.f64 (neg.f64 z) y)) y))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 #s(literal -1 binary64) y)))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (neg.f64 (*.f64 z z)) (/.f64 #s(literal 1 binary64) z)))
(-.f64 #s(approx (- (* x (log y)) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) y)
(fma.f64 (*.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- (* x (log y)) z) (neg.f64 z)))
#s(approx (- (- (* x (log y)) z) y) (*.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) y))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) z)))) y)
#s(approx (- (- (* x (log y)) z) y) (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(literal 0 binary64) y) (-.f64 #s(literal 0 binary64) (*.f64 y y)))))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (*.f64 #s(literal 0 binary64) (neg.f64 z)) (*.f64 z (*.f64 (neg.f64 z) z))) (*.f64 (neg.f64 z) z)))
(*.f64 (/.f64 (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #s(literal 1 binary64)) (/.f64 (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (*.f64 #s(literal 0 binary64) (/.f64 z (*.f64 z z))) (*.f64 z #s(literal 1 binary64))) (*.f64 z (/.f64 z (*.f64 z z)))))
Outputs
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
Calls

4 calls:

5.0ms
x
5.0ms
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
5.0ms
y
5.0ms
z
Results
AccuracySegmentsBranch
68.3%1(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
68.3%1y
68.3%1z
68.3%1x
Compiler

Compiled 11 to 16 computations (-45.5% saved)

regimes8.0ms (0.1%)

Memory
-23.2MiB live, 15.3MiB allocated
Counts
2 → 3
Calls
Call 1
Inputs
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
Outputs
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
Calls

4 calls:

3.0ms
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
2.0ms
x
2.0ms
y
2.0ms
z
Results
AccuracySegmentsBranch
41.2%2x
56.0%2y
59.2%3z
51.4%2(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
Compiler

Compiled 11 to 16 computations (-45.5% saved)

regimes6.0ms (0.1%)

Memory
13.6MiB live, 13.6MiB allocated
Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts
1 → 1
Calls
Call 1
Inputs
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
Outputs
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
Calls

4 calls:

1.0ms
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
1.0ms
x
1.0ms
y
1.0ms
z
Results
AccuracySegmentsBranch
33.0%1x
33.0%1(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
33.0%1y
33.0%1z
Compiler

Compiled 11 to 16 computations (-45.5% saved)

bsearch44.0ms (0.6%)

Memory
-2.4MiB live, 73.8MiB allocated
Algorithm
binary-search
Stop Event
narrow-enough
narrow-enough
narrow-enough
Steps
TimeLeftRight
14.0ms
2.0127311298145124e+56
8.50943169191139e+61
14.0ms
-1.6002776767860022e-78
-8.716580168894909e-96
12.0ms
-2.004695167427128e+79
-2.7080450337475485e+77
Samples
24.0ms416×0valid
Compiler

Compiled 341 to 412 computations (-20.8% saved)

Precisions
Click to see histograms. Total time spent on operations: 13.0ms
ival-log: 5.0ms (39.9% of total)
ival-sub: 4.0ms (31.9% of total)
ival-mult: 3.0ms (24% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

bsearch10.0ms (0.1%)

Memory
11.7MiB live, 11.7MiB allocated
Algorithm
binary-search
Stop Event
narrow-enough
Steps
TimeLeftRight
9.0ms
9.664339782441301e+73
6.643106609738419e+74
Samples
5.0ms96×0valid
Compiler

Compiled 83 to 103 computations (-24.1% saved)

Precisions
Click to see histograms. Total time spent on operations: 3.0ms
ival-sub: 1.0ms (34.8% of total)
ival-log: 1.0ms (34.8% of total)
ival-mult: 1.0ms (34.8% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

bsearch56.0ms (0.7%)

Memory
-41.4MiB live, 24.6MiB allocated
Algorithm
binary-search
Stop Event
narrow-enough
narrow-enough
Steps
TimeLeftRight
12.0ms
2.249868623873695e+163
2.6993999519261112e+166
42.0ms
-6.88219485655192e+116
-1.6796529284257645e+109
Samples
44.0ms272×0valid
Compiler

Compiled 181 to 251 computations (-38.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 8.0ms
ival-log: 4.0ms (48.9% of total)
ival-sub: 2.0ms (24.4% of total)
ival-mult: 2.0ms (24.4% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

bsearch14.0ms (0.2%)

Memory
14.5MiB live, 14.5MiB allocated
Algorithm
binary-search
Stop Event
narrow-enough
narrow-enough
Steps
TimeLeftRight
1.0ms
2.0127311298145124e+56
8.50943169191139e+61
12.0ms
-2.7080450337475485e+77
-3.7264251318442e+73
Samples
7.0ms128×0valid
Compiler

Compiled 113 to 217 computations (-92% saved)

Precisions
Click to see histograms. Total time spent on operations: 4.0ms
ival-log: 2.0ms (49.6% of total)
ival-sub: 1.0ms (24.8% of total)
ival-mult: 1.0ms (24.8% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

simplify31.0ms (0.4%)

Memory
1.2MiB live, 39.8MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
045212
157212
265212
367212
Stop Event
saturated
Calls
Call 1
Inputs
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
(if (<=.f64 z #s(literal -679999999999999993434378394999952707618962679547028431438080397586052920901632 binary64)) #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) (if (<=.f64 z #s(literal -1668739871813211/1042962419883256876169444192465601618458351817556959360325703910069443225478828393565899456512 binary64)) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (if (<=.f64 z #s(literal 590000000000000037932675228806765481777134105348930921299968 binary64)) (-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y) #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)))))
(if (<=.f64 y #s(literal 199999999999999990329637623605584395770392181606026710334413639527300071424 binary64)) #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))
(if (<=.f64 x #s(literal -590000000000000000431052617253389686828229915712940784275486918881342185184123439286529383252374301234908997619810304 binary64)) #s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 140000000000000010479014642477751914911606902170669300471988532762758771122191460287283732883605998550046694369159860626422218603069501976639181162445442118020235264 binary64)) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
(if (<=.f64 z #s(literal -240000000000000008482290701564079719198996772191764583928833789717670526976 binary64)) #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) (if (<=.f64 z #s(literal 590000000000000037932675228806765481777134105348930921299968 binary64)) #s(approx (- (- (* x (log y)) z) y) (neg.f64 y)) #s(approx (- (- (* x (log y)) z) y) (neg.f64 z))))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
Outputs
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
(-.f64 (-.f64 (*.f64 (log.f64 y) x) z) y)
(if (<=.f64 z #s(literal -679999999999999993434378394999952707618962679547028431438080397586052920901632 binary64)) #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) (if (<=.f64 z #s(literal -1668739871813211/1042962419883256876169444192465601618458351817556959360325703910069443225478828393565899456512 binary64)) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (if (<=.f64 z #s(literal 590000000000000037932675228806765481777134105348930921299968 binary64)) (-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y) #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)))))
(if (<=.f64 y #s(literal 199999999999999990329637623605584395770392181606026710334413639527300071424 binary64)) #s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))
(if (<=.f64 x #s(literal -590000000000000000431052617253389686828229915712940784275486918881342185184123439286529383252374301234908997619810304 binary64)) #s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 140000000000000010479014642477751914911606902170669300471988532762758771122191460287283732883605998550046694369159860626422218603069501976639181162445442118020235264 binary64)) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) #s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
(if (<=.f64 z #s(literal -240000000000000008482290701564079719198996772191764583928833789717670526976 binary64)) #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) (if (<=.f64 z #s(literal 590000000000000037932675228806765481777134105348930921299968 binary64)) #s(approx (- (- (* x (log y)) z) y) (neg.f64 y)) #s(approx (- (- (* x (log y)) z) y) (neg.f64 z))))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))

soundness524.0ms (6.9%)

Memory
-3.9MiB live, 183.8MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
075698
1239674
2657671
32043653
45222653
08082650
Stop Event
fuel
iter limit
node limit
Compiler

Compiled 154 to 94 computations (39% saved)

preprocess118.0ms (1.6%)

Memory
-10.2MiB live, 74.9MiB allocated
Compiler

Compiled 236 to 92 computations (61% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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