Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, B

Time bar (total: 13.5s)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated; 0ms collecting garbage

analyze97.0ms (0.7%)

Memory
0.3MiB live, 140.4MiB allocated; 40ms collecting garbage
Algorithm
1×search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.8%0.2%0%0%0%0
0%0%99.8%0.2%0%0%0%1
0%0%99.8%0.2%0%0%0%2
0%0%49.9%0.2%0%49.9%0%3
0%0%49.9%0.2%0%49.9%0%4
0%0%49.9%0.2%0%49.9%0%5
0%0%49.9%0.2%0%49.9%0%6
0%0%25%0.2%0%74.9%0%7
0%0%25%0.2%0%74.9%0%8
0%0%25%0.2%0%74.9%0%9
0%0%25%0.2%0%74.9%0%10
50%12.5%12.5%0.2%0%74.9%0%11
50%12.5%12.5%0.2%0%74.9%0%12
Compiler

Compiled 15 to 14 computations (6.7% saved)

sample3.7s (27.5%)

Memory
-85.8MiB live, 3 532.8MiB allocated; 2.4s collecting garbage
Samples
1.7s5 664×0valid
1.3s2 592×1valid
0.0ms2×0invalid
Precisions
Click to see histograms. Total time spent on operations: 1.5s
ival-log: 1.0s (66.8% of total)
ival-mult: 213.0ms (13.8% of total)
ival-sub: 120.0ms (7.8% of total)
adjust: 113.0ms (7.3% of total)
ival-add: 48.0ms (3.1% of total)
ival-true: 6.0ms (0.4% of total)
exact: 6.0ms (0.4% of total)
ival-assert: 4.0ms (0.3% of total)
Bogosity

explain806.0ms (6%)

Memory
-22.5MiB live, 695.2MiB allocated; 98ms collecting garbage
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
2550-0-(log.f64 (-.f64 #s(literal 1 binary64) y))
00-0-(*.f64 x (log.f64 y))
00-0-(-.f64 #s(literal 1 binary64) y)
00-0-(log.f64 y)
00-0-(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
00-0-t
00-0-#s(literal 1 binary64)
00-0-z
00-0-(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
00-0-(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
00-0-y
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
log.f64(log.f64 (-.f64 #s(literal 1 binary64) y))sensitivity2550
Confusion
Predicted +Predicted -
+350
-2201
Precision
0.13725490196078433
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+3500
-22001
Precision?
0.13725490196078433
Recall?
1.0
Freqs
test
numberfreq
01
1255
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
393.0ms392×1valid
237.0ms108×2valid
1.0ms12×0valid
Compiler

Compiled 113 to 40 computations (64.6% saved)

Precisions
Click to see histograms. Total time spent on operations: 570.0ms
ival-sub: 238.0ms (41.8% of total)
adjust: 187.0ms (32.8% of total)
ival-log: 124.0ms (21.8% of total)
ival-mult: 15.0ms (2.6% of total)
ival-add: 5.0ms (0.9% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

preprocess329.0ms (2.4%)

Memory
17.9MiB live, 62.0MiB allocated; 9ms collecting garbage
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
064194
1133192
2299192
3547192
4872192
5954192
6977192
01213
01913
12913
24813
37813
411113
511713
612013
012012
Stop Event
1×iter limit
1×saturated
1×iter limit
1×saturated
Calls
Call 1
Inputs
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
Outputs
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (-.f64 (*.f64 (log.f64 y) x) t))
Compiler

Compiled 13 to 12 computations (7.7% saved)

eval0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated; 0ms collecting garbage
Compiler

Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory
0.8MiB live, 0.8MiB allocated; 0ms collecting garbage
Alt Table
Click to see full alt table
StatusAccuracyProgram
▶88.0%
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
Compiler

Compiled 13 to 12 computations (7.7% saved)

simplify6.0ms (0%)

Memory
10.2MiB live, 10.2MiB allocated; 0ms collecting garbage
Algorithm
1×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 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff1
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01248
01948
12948
24848
37848
411148
511748
612048
012046
Stop Event
1×iter limit
1×saturated
1×iter limit
Calls
Call 1
Inputs
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
(*.f64 x (log.f64 y))
x
(log.f64 y)
y
(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
#s(literal 1 binary64)
t
Outputs
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (*.f64 (log.f64 y) x))
(*.f64 x (log.f64 y))
(*.f64 (log.f64 y) x)
x
(log.f64 y)
y
(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
#s(literal 1 binary64)
t

localize323.0ms (2.4%)

Memory
11.0MiB live, 207.9MiB allocated; 18ms collecting garbage
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
accuracy0.0078125
(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy0.015625
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy0.24609375
(*.f64 x (log.f64 y))
accuracy57.98343840412825
(log.f64 (-.f64 #s(literal 1 binary64) y))
Samples
286.0ms196×1valid
26.0ms54×2valid
1.0ms6×0valid
Compiler

Compiled 50 to 14 computations (72% saved)

Precisions
Click to see histograms. Total time spent on operations: 109.0ms
ival-log: 44.0ms (40.3% of total)
ival-mult: 41.0ms (37.5% of total)
adjust: 15.0ms (13.7% of total)
ival-sub: 6.0ms (5.5% of total)
ival-add: 3.0ms (2.7% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series209.0ms (1.6%)

Memory
-13.9MiB live, 216.7MiB allocated; 37ms collecting garbage
Counts
6 → 69
Calls
Call 1
Inputs
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(*.f64 x (log.f64 y))
(log.f64 y)
(log.f64 (-.f64 #s(literal 1 binary64) y))
(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
Outputs
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* x (log y))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(+ (* -1 (* y z)) (* x (log y)))
(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
(+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))))
(- (* x (log y)) t)
(- (+ (* -1 (* y z)) (* x (log y))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)
(log y)
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1 (* y z))
(* y (+ (* -1 z) (* -1/2 (* y z))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
(+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))))
(- (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))) t)
(* -1 (* x (log (/ 1 y))))
(* -1 (log (/ 1 y)))
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(* z (+ (log -1) (* -1 (log (/ 1 y)))))
(+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(- (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(+ (log -1) (* -1 (log (/ -1 y))))
(* -1 (log (/ -1 y)))
(- (* -1 (log (/ -1 y))) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(* -1 (* z (log (/ -1 y))))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ z y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* 1/2 (/ z y))) y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
Calls

12 calls:

TimeVariablePointExpression
62.0ms
x
@0
((+ (* x (log y)) (* z (log (- 1 y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (log y) (log (- 1 y)) (* z (log (- 1 y))))
37.0ms
z
@0
((+ (* x (log y)) (* z (log (- 1 y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (log y) (log (- 1 y)) (* z (log (- 1 y))))
28.0ms
z
@-inf
((+ (* x (log y)) (* z (log (- 1 y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (log y) (log (- 1 y)) (* z (log (- 1 y))))
24.0ms
y
@inf
((+ (* x (log y)) (* z (log (- 1 y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (log y) (log (- 1 y)) (* z (log (- 1 y))))
13.0ms
y
@-inf
((+ (* x (log y)) (* z (log (- 1 y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (log y) (log (- 1 y)) (* z (log (- 1 y))))

simplify207.0ms (1.5%)

Memory
16.7MiB live, 161.2MiB allocated; 39ms collecting garbage
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01921095
1651990
22494926
08329875
Stop Event
1×iter limit
1×node limit
Counts
69 → 69
Calls
Call 1
Inputs
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* x (log y))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(+ (* -1 (* y z)) (* x (log y)))
(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
(+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))))
(- (* x (log y)) t)
(- (+ (* -1 (* y z)) (* x (log y))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)
(log y)
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1 (* y z))
(* y (+ (* -1 z) (* -1/2 (* y z))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
(+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))))
(- (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))) t)
(* -1 (* x (log (/ 1 y))))
(* -1 (log (/ 1 y)))
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(* z (+ (log -1) (* -1 (log (/ 1 y)))))
(+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(- (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(+ (log -1) (* -1 (log (/ -1 y))))
(* -1 (log (/ -1 y)))
(- (* -1 (log (/ -1 y))) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(* -1 (* z (log (/ -1 y))))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ z y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* 1/2 (/ z y))) y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
Outputs
(* z (log (- 1 y)))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
(+ (* x (log y)) (* z (log (- 1 y))))
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (*.f64 (log.f64 y) x))
(- (* z (log (- 1 y))) t)
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (neg.f64 t))
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
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rewrite409.0ms (3%)

Memory
-24.0MiB live, 353.3MiB allocated; 62ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01240
01940
17138
252038
3686338
0943334
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
6 → 175
Calls
Call 1
Inputs
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(*.f64 x (log.f64 y))
(log.f64 y)
(log.f64 (-.f64 #s(literal 1 binary64) y))
(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
Outputs
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(*.f64 (log.f64 y) x)
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(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 z (log1p.f64 (neg.f64 y)))
(neg.f64 (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y))))
(+.f64 (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (/.f64 z #s(literal 2 binary64)))) (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (/.f64 z #s(literal 2 binary64)))))
(log.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (-.f64 #s(literal 1 binary64) y) (neg.f64 z))))
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eval35.0ms (0.3%)

Memory
-20.6MiB live, 86.7MiB allocated; 14ms collecting garbage
Compiler

Compiled 9 597 to 966 computations (89.9% saved)

prune12.0ms (0.1%)

Memory
35.9MiB live, 35.9MiB allocated; 0ms collecting garbage
Pruning

12 alts after pruning (12 fresh and 0 done)

PrunedKeptTotal
New22512237
Fresh000
Picked101
Done000
Total22612238
Accuracy
100.0%
Counts
238 → 12
Alt Table
Click to see full alt table
StatusAccuracyProgram
▶99.9%
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
52.9%
(/.f64 (fma.f64 (neg.f64 t) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)))
69.6%
(-.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (/.f64 (*.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) t)
93.0%
(-.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) t)
99.6%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
▶99.4%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
▶78.6%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) t)
▶48.4%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
31.2%
(*.f64 (/.f64 (fma.f64 (neg.f64 t) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))) (+.f64 (pow.f64 t #s(literal 3 binary64)) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 3 binary64)))) (fma.f64 t (-.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))))
86.7%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
99.0%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
▶47.1%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
Compiler

Compiled 668 to 426 computations (36.2% saved)

simplify162.0ms (1.2%)

Memory
12.4MiB live, 58.4MiB allocated; 4ms collecting garbage
Algorithm
1×egg-herbie
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
cost-diff0
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z))
cost-diff0
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) t)
cost-diff1
(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff2
(*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
cost-diff0
(log.f64 y)
cost-diff0
(fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))
cost-diff0
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)))
cost-diff0
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
cost-diff0
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
cost-diff0
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
cost-diff0
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
cost-diff1
(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff0
(neg.f64 t)
cost-diff0
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
cost-diff0
(-.f64 (*.f64 (log.f64 y) x) t)
cost-diff0
(neg.f64 y)
cost-diff0
(log1p.f64 (neg.f64 y))
cost-diff0
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
038284
062282
1100282
2210282
3496282
41465264
53403264
65112264
75629264
85788264
95963264
105994264
116000264
126884264
137143264
147181264
157181264
167913264
08045255
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
z
(-.f64 (*.f64 (log.f64 y) x) t)
(*.f64 (log.f64 y) x)
(log.f64 y)
x
t
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
#s(literal 1 binary64)
y
z
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)))
(fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))
(log.f64 y)
y
x
(*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)
(*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
z
(fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))
#s(literal -1/2 binary64)
#s(literal -1 binary64)
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z))
(*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
(fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y)))
(/.f64 (log.f64 y) z)
(log.f64 y)
y
z
x
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
#s(literal 1 binary64)
t
Outputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 x (log.f64 y)) t))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
z
(-.f64 (*.f64 (log.f64 y) x) t)
(-.f64 (*.f64 x (log.f64 y)) t)
(*.f64 (log.f64 y) x)
(*.f64 x (log.f64 y))
(log.f64 y)
x
t
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(log.f64 (-.f64 #s(literal 1 binary64) y))
(log1p.f64 (neg.f64 y))
(-.f64 #s(literal 1 binary64) y)
#s(literal 1 binary64)
y
z
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (*.f64 x (log.f64 y)))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)))
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (*.f64 x (log.f64 y))))
(fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))
(fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (*.f64 x (log.f64 y)))
(log.f64 y)
y
x
(*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)
(*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y)
(*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z)
z
(fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))
#s(literal -1/2 binary64)
#s(literal -1 binary64)
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 x (log.f64 y)))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z))
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 x (log.f64 y))))
(*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 x (log.f64 y)))
(fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y)))
(fma.f64 (/.f64 x z) (log.f64 y) (log1p.f64 (neg.f64 y)))
(/.f64 (log.f64 y) z)
(log.f64 y)
y
z
x
(log.f64 (-.f64 #s(literal 1 binary64) y))
(log1p.f64 (neg.f64 y))
(-.f64 #s(literal 1 binary64) y)
#s(literal 1 binary64)
t

localize336.0ms (2.5%)

Memory
-53.4MiB live, 308.0MiB allocated; 61ms collecting garbage
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
accuracy0.203125
(fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy0.23046875
(/.f64 (log.f64 y) z)
accuracy6.072659778429409
(*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
accuracy57.98343840412825
(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy0.01953125
(*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)
accuracy0.0234375
(*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
accuracy0.171875
(fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))
accuracy0.3414796848401943
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)))
accuracy0.0
(-.f64 #s(literal 1 binary64) y)
accuracy0.0078125
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
accuracy44.98053604537873
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
accuracy57.98343840412825
(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy0.0
(neg.f64 t)
accuracy33.836326413036325
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
accuracy0.0
(log1p.f64 (neg.f64 y))
accuracy0.0
(log.f64 y)
accuracy0.0078125
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
accuracy0.24609375
(*.f64 (log.f64 y) x)
Samples
209.0ms196×1valid
76.0ms54×2valid
1.0ms6×0valid
Compiler

Compiled 229 to 33 computations (85.6% saved)

Precisions
Click to see histograms. Total time spent on operations: 204.0ms
adjust: 70.0ms (34.4% of total)
ival-log: 47.0ms (23.1% of total)
ival-mult: 41.0ms (20.1% of total)
ival-add: 29.0ms (14.2% of total)
ival-sub: 8.0ms (3.9% of total)
ival-div: 3.0ms (1.5% of total)
ival-log1p: 2.0ms (1% of total)
ival-neg: 2.0ms (1% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series177.0ms (1.3%)

Memory
25.3MiB live, 214.8MiB allocated; 27ms collecting garbage
Counts
23 → 124
Calls
Call 1
Inputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
(-.f64 (*.f64 (log.f64 y) x) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)))
(fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))
(log.f64 y)
(*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z))
(*.f64 (log.f64 y) x)
(-.f64 #s(literal 1 binary64) y)
(*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)
(/.f64 (log.f64 y) z)
(fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y)))
Outputs
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* -1 t)
(- (* x (log y)) t)
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(* y (* z (- (* -1/2 y) 1)))
(+ (* x (log y)) (* y (* z (- (* -1/2 y) 1))))
(* x (log y))
(log (- 1 y))
(+ (log (- 1 y)) (/ (* x (log y)) z))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (+ (log y) (* -1 (/ t x))))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (+ (log y) (/ (* y (* z (- (* -1/2 y) 1))) x)))
(/ (* x (log y)) z)
(* x (+ (/ (log y) z) (/ (log (- 1 y)) x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ t x))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* y (* z (- (* -1/2 y) 1))) x)))))
(* -1 (* x (+ (* -1 (/ (log y) z)) (* -1 (/ (log (- 1 y)) x)))))
(- (+ (* -1 (* y z)) (* x (log y))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(+ (* -1 (* y z)) (* x (log y)))
(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
(+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))))
(* -1 (* y z))
(* y (+ (* -1 z) (* -1/2 (* y z))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
(log y)
1
(+ 1 (* -1 y))
(* -1 z)
(+ (* -1 z) (* -1/2 (* y z)))
(/ (log y) z)
(+ (* -1 y) (/ (* x (log y)) z))
(+ (* y (- (* -1/2 y) 1)) (/ (* x (log y)) z))
(+ (* y (- (* y (- (* -1/3 y) 1/2)) 1)) (/ (* x (log y)) z))
(- (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))) t)
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(- (* -1 (* x (log (/ 1 y)))) t)
(+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))))
(* z (+ (log -1) (* -1 (log (/ 1 y)))))
(+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(* -1/2 (* (pow y 2) z))
(* (pow y 2) (+ (* -1 (/ z y)) (* -1/2 z)))
(* (pow y 2) (+ (* -1 (/ z y)) (+ (* -1 (/ (* x (log (/ 1 y))) (pow y 2))) (* -1/2 z))))
(* -1 (log (/ 1 y)))
(* z (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z)))))
(+ (* -1 (/ z y)) (* z (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z)))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z))))))))
(* -1 (* x (log (/ 1 y))))
(* y (- (/ 1 y) 1))
(* -1/2 (* y z))
(* y (+ (* -1 (/ z y)) (* -1/2 z)))
(* -1 (/ (log (/ 1 y)) z))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (+ (* -1 (/ (* x (log (/ 1 y))) z)) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (+ (* -1 (/ (* x (log (/ 1 y))) z)) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2)))))) (/ 1 y))
(- (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(* -1 (log (/ -1 y)))
(- (* -1 (log (/ -1 y))) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(- (* x (+ (log -1) (* -1 (log (/ -1 y))))) t)
(+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(* -1 (* z (log (/ -1 y))))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ z y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* 1/2 (/ z y))) y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)))
(* (pow y 2) (+ (* -1 (/ (+ z (* -1 (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) y))) y)) (* -1/2 z)))
(+ (log -1) (* -1 (log (/ -1 y))))
(* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)))
(+ (* -1 (/ z y)) (* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))))
(+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))))
(+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(* -1 (* y (- 1 (/ 1 y))))
(* -1 (* y (+ (* 1/2 z) (/ z y))))
(/ (+ (log -1) (* -1 (log (/ -1 y)))) z)
(+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))
(- (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (+ (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)))
(+ (* -1 (log (/ -1 y))) (+ (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)))
(* z (- (* -1/2 y) 1))
(/ (+ (* x (log y)) (* z (log (- 1 y)))) z)
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (+ (* y (- (* -1/2 y) 1)) (/ (* x (log y)) z)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (* -1 (/ (* x (log y)) z)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (* x (log y)))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (/ (* x (log y)) t) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* x (log y)) t)))))
Calls

12 calls:

TimeVariablePointExpression
52.0ms
x
@inf
((+ (* (log (+ 1 (neg y))) z) (- (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (- (* (log y) x) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (- 1 y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (log y) (* (+ (* (/ (log y) z) x) (log (- 1 y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- 1 y) (* z (+ (* -1/2 y) -1)) (* (* z (+ (* -1/2 y) -1)) y) (/ (log y) z) (+ (* (/ (log y) z) x) (log (- 1 y))))
23.0ms
z
@-inf
((+ (* (log (+ 1 (neg y))) z) (- (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (- (* (log y) x) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (- 1 y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (log y) (* (+ (* (/ (log y) z) x) (log (- 1 y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- 1 y) (* z (+ (* -1/2 y) -1)) (* (* z (+ (* -1/2 y) -1)) y) (/ (log y) z) (+ (* (/ (log y) z) x) (log (- 1 y))))
20.0ms
z
@inf
((+ (* (log (+ 1 (neg y))) z) (- (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (- (* (log y) x) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (- 1 y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (log y) (* (+ (* (/ (log y) z) x) (log (- 1 y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- 1 y) (* z (+ (* -1/2 y) -1)) (* (* z (+ (* -1/2 y) -1)) y) (/ (log y) z) (+ (* (/ (log y) z) x) (log (- 1 y))))
18.0ms
y
@-inf
((+ (* (log (+ 1 (neg y))) z) (- (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (- (* (log y) x) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (- 1 y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (log y) (* (+ (* (/ (log y) z) x) (log (- 1 y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- 1 y) (* z (+ (* -1/2 y) -1)) (* (* z (+ (* -1/2 y) -1)) y) (/ (log y) z) (+ (* (/ (log y) z) x) (log (- 1 y))))
16.0ms
z
@0
((+ (* (log (+ 1 (neg y))) z) (- (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (- (* (log y) x) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (- 1 y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (log y) (* (+ (* (/ (log y) z) x) (log (- 1 y))) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- 1 y) (* z (+ (* -1/2 y) -1)) (* (* z (+ (* -1/2 y) -1)) y) (/ (log y) z) (+ (* (/ (log y) z) x) (log (- 1 y))))

simplify187.0ms (1.4%)

Memory
-4.3MiB live, 271.2MiB allocated; 32ms collecting garbage
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02951909
110371732
241111654
083991563
Stop Event
1×iter limit
1×node limit
Counts
124 → 124
Calls
Call 1
Inputs
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* -1 t)
(- (* x (log y)) t)
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(* y (* z (- (* -1/2 y) 1)))
(+ (* x (log y)) (* y (* z (- (* -1/2 y) 1))))
(* x (log y))
(log (- 1 y))
(+ (log (- 1 y)) (/ (* x (log y)) z))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (+ (log y) (* -1 (/ t x))))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (+ (log y) (/ (* y (* z (- (* -1/2 y) 1))) x)))
(/ (* x (log y)) z)
(* x (+ (/ (log y) z) (/ (log (- 1 y)) x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ t x))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* y (* z (- (* -1/2 y) 1))) x)))))
(* -1 (* x (+ (* -1 (/ (log y) z)) (* -1 (/ (log (- 1 y)) x)))))
(- (+ (* -1 (* y z)) (* x (log y))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(+ (* -1 (* y z)) (* x (log y)))
(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
(+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))))
(* -1 (* y z))
(* y (+ (* -1 z) (* -1/2 (* y z))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
(log y)
1
(+ 1 (* -1 y))
(* -1 z)
(+ (* -1 z) (* -1/2 (* y z)))
(/ (log y) z)
(+ (* -1 y) (/ (* x (log y)) z))
(+ (* y (- (* -1/2 y) 1)) (/ (* x (log y)) z))
(+ (* y (- (* y (- (* -1/3 y) 1/2)) 1)) (/ (* x (log y)) z))
(- (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))) t)
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(- (* -1 (* x (log (/ 1 y)))) t)
(+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))))
(* z (+ (log -1) (* -1 (log (/ 1 y)))))
(+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(* -1/2 (* (pow y 2) z))
(* (pow y 2) (+ (* -1 (/ z y)) (* -1/2 z)))
(* (pow y 2) (+ (* -1 (/ z y)) (+ (* -1 (/ (* x (log (/ 1 y))) (pow y 2))) (* -1/2 z))))
(* -1 (log (/ 1 y)))
(* z (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z)))))
(+ (* -1 (/ z y)) (* z (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z)))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z))))))))
(* -1 (* x (log (/ 1 y))))
(* y (- (/ 1 y) 1))
(* -1/2 (* y z))
(* y (+ (* -1 (/ z y)) (* -1/2 z)))
(* -1 (/ (log (/ 1 y)) z))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (* x (log (/ 1 y))) z)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (+ (* -1 (/ (* x (log (/ 1 y))) z)) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (+ (* -1 (/ (* x (log (/ 1 y))) z)) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2)))))) (/ 1 y))
(- (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(* -1 (log (/ -1 y)))
(- (* -1 (log (/ -1 y))) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(- (* x (+ (log -1) (* -1 (log (/ -1 y))))) t)
(+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(* -1 (* z (log (/ -1 y))))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ z y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* 1/2 (/ z y))) y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)))
(* (pow y 2) (+ (* -1 (/ (+ z (* -1 (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) y))) y)) (* -1/2 z)))
(+ (log -1) (* -1 (log (/ -1 y))))
(* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)))
(+ (* -1 (/ z y)) (* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))))
(+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))))
(+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* z (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(* -1 (* y (- 1 (/ 1 y))))
(* -1 (* y (+ (* 1/2 z) (/ z y))))
(/ (+ (log -1) (* -1 (log (/ -1 y)))) z)
(+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z))
(- (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (+ (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)))
(+ (* -1 (log (/ -1 y))) (+ (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)))
(* z (- (* -1/2 y) 1))
(/ (+ (* x (log y)) (* z (log (- 1 y)))) z)
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (+ (* y (- (* -1/2 y) 1)) (/ (* x (log y)) z)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (* -1 (/ (* x (log y)) z)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (* x (log y)))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (/ (* x (log y)) t) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* x (log y)) t)))))
Outputs
(- (* z (log (- 1 y))) t)
(-.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(* -1 t)
(neg.f64 t)
(- (* x (log y)) t)
(fma.f64 (log.f64 y) x (neg.f64 t))
(* z (log (- 1 y)))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(+ (* x (log y)) (* z (log (- 1 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(* y (* z (- (* -1/2 y) 1)))
(*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(+ (* x (log y)) (* y (* z (- (* -1/2 y) 1))))
(fma.f64 (log.f64 y) x (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(* x (log y))
(*.f64 (log.f64 y) x)
(log (- 1 y))
(log1p.f64 (neg.f64 y))
(+ (log (- 1 y)) (/ (* x (log y)) z))
(fma.f64 (log.f64 y) (/.f64 x z) (log1p.f64 (neg.f64 y)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(*.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) t) x)) x)
(* x (+ (log y) (* -1 (/ t x))))
(*.f64 (-.f64 (log.f64 y) (/.f64 t x)) x)
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 z x) (log.f64 y)) x)
(* x (+ (log y) (/ (* y (* z (- (* -1/2 y) 1))) x)))
(*.f64 (fma.f64 (/.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) x) y (log.f64 y)) x)
(/ (* x (log y)) z)
(*.f64 (log.f64 y) (/.f64 x z))
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(fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (/.f64 x z) (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y))))
(- (+ (* -1 (log (/ -1 y))) (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) z)) (/ 1 y))
(fma.f64 (/.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) z) x (-.f64 (neg.f64 (log.f64 (/.f64 #s(literal -1 binary64) y))) (/.f64 #s(literal 1 binary64) y)))
(+ (* -1 (log (/ -1 y))) (+ (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)) (/ (* 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))) (/.f64 x z) (-.f64 (/.f64 (fma.f64 (/.f64 #s(literal -1 binary64) y) #s(literal 1/2 binary64) #s(literal -1 binary64)) y) (log.f64 (/.f64 #s(literal -1 binary64) y))))
(+ (* -1 (log (/ -1 y))) (+ (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)) (/ (* 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))) (/.f64 x z) (-.f64 (/.f64 (fma.f64 (/.f64 (+.f64 (/.f64 #s(literal 1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal -1 binary64) #s(literal -1 binary64)) y) (log.f64 (/.f64 #s(literal -1 binary64) y))))
(* z (- (* -1/2 y) 1))
(*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(/ (+ (* x (log y)) (* z (log (- 1 y)))) z)
(fma.f64 (/.f64 (log.f64 y) z) x (*.f64 (log1p.f64 (neg.f64 y)) #s(literal 1 binary64)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(*.f64 (+.f64 (/.f64 (fma.f64 (log.f64 y) x (neg.f64 t)) z) (log1p.f64 (neg.f64 y))) z)
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(*.f64 (fma.f64 (log.f64 y) (/.f64 x z) (log1p.f64 (neg.f64 y))) z)
(* z (+ (* y (- (* -1/2 y) 1)) (/ (* x (log y)) z)))
(*.f64 (fma.f64 (log.f64 y) (/.f64 x z) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) z)
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(*.f64 (+.f64 (/.f64 (fma.f64 (log.f64 y) x (neg.f64 t)) z) (log1p.f64 (neg.f64 y))) z)
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(*.f64 (fma.f64 (log.f64 y) (/.f64 x z) (log1p.f64 (neg.f64 y))) z)
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (* -1 (/ (* x (log y)) z)))))
(*.f64 (fma.f64 (log.f64 y) (/.f64 x z) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) z)
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(+ (* -1 t) (* x (log y)))
(fma.f64 (log.f64 y) x (neg.f64 t))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (-.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t) #s(literal 1 binary64)) t)
(* t (- (/ (* x (log y)) t) 1))
(*.f64 (-.f64 (*.f64 (/.f64 (log.f64 y) t) x) #s(literal 1 binary64)) t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(fma.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t) t (neg.f64 t))
(* -1 (* t (+ 1 (* -1 (/ (* x (log y)) t)))))
(*.f64 (fma.f64 (/.f64 (log.f64 y) t) x #s(literal -1 binary64)) t)

rewrite211.0ms (1.6%)

Memory
-8.0MiB live, 149.3MiB allocated; 16ms collecting garbage
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
038249
062249
1245242
21785242
08177242
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
23 → 261
Calls
Call 1
Inputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
(-.f64 (*.f64 (log.f64 y) x) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)))
(fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))
(log.f64 y)
(*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z))
(*.f64 (log.f64 y) x)
(-.f64 #s(literal 1 binary64) y)
(*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)
(/.f64 (log.f64 y) z)
(fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y)))
Outputs
(/.f64 (neg.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64)) (*.f64 t t))) (neg.f64 (+.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) t)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 2 binary64)) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)))) (neg.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64)) (fma.f64 t t (*.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) t)))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (-.f64 (*.f64 z (log1p.f64 (neg.f64 y))) (-.f64 (*.f64 x (log.f64 y)) t)))))
(/.f64 (neg.f64 (neg.f64 (+.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 3 binary64)) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (-.f64 (*.f64 x (log.f64 y)) t) (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y)))) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))))))
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(/.f64 (fma.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 3 binary64)) (fma.f64 (-.f64 (*.f64 x (log.f64 y)) t) (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y)))) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (*.f64 (fma.f64 (-.f64 (*.f64 x (log.f64 y)) t) (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y)))) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 3 binary64)))) (*.f64 (fma.f64 (-.f64 (*.f64 x (log.f64 y)) t) (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y)))) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (-.f64 (*.f64 x (log.f64 y)) t) (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y)))) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64)) (*.f64 t t)) (+.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) t))
(/.f64 (-.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 2 binary64)) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y)))))
(/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (+.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64)) (fma.f64 t t (*.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) t))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 2 binary64)))) (neg.f64 (-.f64 (*.f64 z (log1p.f64 (neg.f64 y))) (-.f64 (*.f64 x (log.f64 y)) t))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 3 binary64)) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (*.f64 z (-.f64 (*.f64 x (log.f64 y)) t)))))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 3 binary64)) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (-.f64 (*.f64 x (log.f64 y)) t) (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y)))) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)))))
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(/.f64 (+.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 3 binary64)) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 3 binary64))) (+.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (*.f64 z (-.f64 (*.f64 x (log.f64 y)) t))))))
(/.f64 (+.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 3 binary64)) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 3 binary64))) (fma.f64 (-.f64 (*.f64 x (log.f64 y)) t) (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y)))) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))))
(fma.f64 z (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 x (log.f64 y)) t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 x (log.f64 y)) t))
(-.f64 (/.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64)) (+.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) t)) (/.f64 (*.f64 t t) (+.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) t)))
(-.f64 (/.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 2 binary64)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y))))) (/.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y))))))
(-.f64 (/.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (+.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64)) (fma.f64 t t (*.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) t)))) (/.f64 (pow.f64 t #s(literal 3 binary64)) (+.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64)) (fma.f64 t t (*.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) t)))))
(-.f64 (/.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (-.f64 (*.f64 z (log1p.f64 (neg.f64 y))) (-.f64 (*.f64 x (log.f64 y)) t))) (/.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 2 binary64)) (-.f64 (*.f64 z (log1p.f64 (neg.f64 y))) (-.f64 (*.f64 x (log.f64 y)) t))))
(-.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) t)
(-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y))))
(-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 (neg.f64 (log1p.f64 (neg.f64 y))) z))
(-.f64 (*.f64 x (log.f64 y)) (-.f64 t (*.f64 z (log1p.f64 (neg.f64 y)))))
(+.f64 (/.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 3 binary64)) (+.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (*.f64 z (-.f64 (*.f64 x (log.f64 y)) t)))))) (/.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 3 binary64)) (+.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (*.f64 z (-.f64 (*.f64 x (log.f64 y)) t)))))))
(+.f64 (/.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 3 binary64)) (+.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (*.f64 z (-.f64 (*.f64 x (log.f64 y)) t)))))) (/.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 3 binary64)) (+.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (*.f64 z (-.f64 (*.f64 x (log.f64 y)) t)))))))
(+.f64 (/.f64 (pow.f64 (-.f64 (*.f64 x (log.f64 y)) t) #s(literal 3 binary64)) (fma.f64 (-.f64 (*.f64 x (log.f64 y)) t) (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y)))) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)))) (/.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 3 binary64)) (fma.f64 (-.f64 (*.f64 x (log.f64 y)) t) (-.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y)))) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)))))
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(+.f64 (*.f64 z (log1p.f64 (neg.f64 y))) (-.f64 (*.f64 x (log.f64 y)) t))
(+.f64 (-.f64 (*.f64 x (log.f64 y)) t) (*.f64 z (log1p.f64 (neg.f64 y))))
(log1p.f64 (neg.f64 y))
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(-.f64 (log.f64 (neg.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 1 binary64)))) (log.f64 (neg.f64 (fma.f64 (neg.f64 y) (-.f64 (neg.f64 y) #s(literal 1 binary64)) #s(literal 1 binary64)))))
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(+.f64 (/.f64 (pow.f64 (*.f64 (*.f64 #s(literal -1/2 binary64) y) z) #s(literal 3 binary64)) (+.f64 (pow.f64 (*.f64 (*.f64 #s(literal -1/2 binary64) y) z) #s(literal 2 binary64)) (-.f64 (*.f64 z z) (*.f64 (*.f64 (*.f64 #s(literal -1/2 binary64) y) z) (neg.f64 z))))) (/.f64 (pow.f64 (neg.f64 z) #s(literal 3 binary64)) (+.f64 (pow.f64 (*.f64 (*.f64 #s(literal -1/2 binary64) y) z) #s(literal 2 binary64)) (-.f64 (*.f64 z z) (*.f64 (*.f64 (*.f64 #s(literal -1/2 binary64) y) z) (neg.f64 z))))))
(+.f64 (*.f64 (*.f64 #s(literal -1/2 binary64) y) z) (neg.f64 z))
(+.f64 (neg.f64 z) (*.f64 (*.f64 #s(literal -1/2 binary64) y) z))
(*.f64 (*.f64 y z) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) z)
(*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y)
(*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 z y))
(*.f64 z (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))
(*.f64 y (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z))
(fma.f64 (*.f64 (*.f64 #s(literal -1/2 binary64) y) z) y (*.f64 (neg.f64 z) y))
(fma.f64 y (*.f64 (*.f64 #s(literal -1/2 binary64) y) z) (*.f64 y (neg.f64 z)))
(+.f64 (*.f64 (*.f64 (*.f64 #s(literal -1/2 binary64) y) z) y) (*.f64 (neg.f64 z) y))
(+.f64 (*.f64 y (*.f64 (*.f64 #s(literal -1/2 binary64) y) z)) (*.f64 y (neg.f64 z)))
(/.f64 (neg.f64 (neg.f64 (neg.f64 (log.f64 y)))) (neg.f64 (neg.f64 (neg.f64 z))))
(/.f64 (neg.f64 (neg.f64 (log.f64 y))) (neg.f64 (neg.f64 z)))
(/.f64 (neg.f64 (log.f64 y)) (neg.f64 z))
(/.f64 (log.f64 y) z)
(neg.f64 (/.f64 (neg.f64 (log.f64 y)) z))
(neg.f64 (/.f64 (log.f64 y) (neg.f64 z)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)))) (neg.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y))))))
(/.f64 (neg.f64 (neg.f64 (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64))))))
(/.f64 (-.f64 (*.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))) (*.f64 (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y))) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)))) (*.f64 (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y))) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
(/.f64 (fma.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64)) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64))) (*.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64))) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)))) (*.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64))) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64))) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)))) (neg.f64 (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (*.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64))) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(/.f64 (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64))) (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (*.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y))))))
(/.f64 (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64))) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64))))
(fma.f64 (/.f64 (neg.f64 (log.f64 y)) #s(literal -1 binary64)) (/.f64 x z) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(fma.f64 (/.f64 x #s(literal -1 binary64)) (/.f64 (neg.f64 (log.f64 y)) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(fma.f64 (/.f64 x z) (/.f64 (neg.f64 (log.f64 y)) #s(literal -1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(fma.f64 (/.f64 (neg.f64 (log.f64 y)) z) (/.f64 x #s(literal -1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y)))
(fma.f64 x (/.f64 (log.f64 y) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(fma.f64 (log.f64 y) (/.f64 x z) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(-.f64 (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x))) (/.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x))))
(-.f64 (/.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
(-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (neg.f64 (/.f64 (log.f64 y) z)) x))
(-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (neg.f64 x) (/.f64 (log.f64 y) z)))
(+.f64 (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)) (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (*.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))))) (/.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64)) (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (*.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))))))
(+.f64 (/.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64)) (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (*.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))))) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)) (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (*.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))))))
(+.f64 (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)))) (/.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64)) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64)) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)))) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))) (/.f64 (*.f64 (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))) (log.f64 (-.f64 #s(literal 1 binary64) y))) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))))
(+.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(+.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x))

eval77.0ms (0.6%)

Memory
20.7MiB live, 63.7MiB allocated; 6ms collecting garbage
Compiler

Compiled 16 453 to 1 789 computations (89.1% saved)

prune44.0ms (0.3%)

Memory
-8.9MiB live, 34.5MiB allocated; 5ms collecting garbage
Pruning

17 alts after pruning (16 fresh and 1 done)

PrunedKeptTotal
New39012402
Fresh347
Picked415
Done000
Total39717414
Accuracy
100.0%
Counts
414 → 17
Alt Table
Click to see full alt table
StatusAccuracyProgram
91.4%
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (*.f64 (fma.f64 (/.f64 (log.f64 y) t) x #s(literal -1 binary64)) t)))
60.0%
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
69.6%
(-.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (/.f64 (*.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) t)
▶93.0%
(-.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) t)
50.7%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (/.f64 (*.f64 (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64))) z) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y))))) t)
31.8%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (/.f64 (*.f64 (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64))) z) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64))))) t)
▶77.4%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z)) t)
53.7%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (/.f64 (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64))) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))) z)) t)
77.4%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (+ (* (/ (log y) z) x) (log (- 1 y))) (*.f64 (log.f64 y) (/.f64 x z))) z)) t)
46.0%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
59.5%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
▶59.7%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
59.7%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
▶59.1%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
86.7%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
▶99.0%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
✓47.1%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
Compiler

Compiled 1 086 to 698 computations (35.7% saved)

simplify146.0ms (1.1%)

Memory
2.1MiB live, 60.1MiB allocated; 5ms collecting garbage
Algorithm
1×egg-herbie
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
cost-diff0
(-.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) t)
cost-diff1
(/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
cost-diff10
(fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))))
cost-diff0
(fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))))
cost-diff0
(*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z)
cost-diff0
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z))
cost-diff0
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z)) t)
cost-diff0
#s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))
cost-diff0
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
cost-diff0
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
cost-diff2
(fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z))
cost-diff0
(*.f64 (neg.f64 y) z)
cost-diff0
#s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))
cost-diff0
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z)))
cost-diff0
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
cost-diff0
(log.f64 y)
cost-diff0
(*.f64 (log.f64 y) x)
cost-diff0
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
cost-diff0
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
055545
094545
1162519
2346517
3987516
42969516
56960516
08394503
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
(*.f64 (log.f64 y) x)
(log.f64 y)
y
x
(fma.f64 z y t)
z
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z)))
#s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))
(*.f64 (neg.f64 y) z)
(neg.f64 y)
y
z
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
#s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))
(*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)
(fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z))
(fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z))
(*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)))
z
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
#s(literal -1/4 binary64)
y
#s(literal -1/3 binary64)
(*.f64 #s(literal -1/2 binary64) z)
#s(literal -1/2 binary64)
(neg.f64 z)
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z)) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z))
(*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z)
(fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))))
(/.f64 (log.f64 y) z)
(log.f64 y)
y
z
x
(log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))
#s(approx (- 1 y) #s(literal 1 binary64))
#s(literal 1 binary64)
t
(-.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) t)
(fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))))
(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
(pow.f64 (log.f64 y) #s(literal 2 binary64))
(log.f64 y)
y
#s(literal 2 binary64)
x
(/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
(fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))
(neg.f64 z)
z
(log1p.f64 (neg.f64 y))
(neg.f64 y)
(*.f64 (log.f64 y) x)
(/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
(neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))
(pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))
(*.f64 (log1p.f64 (neg.f64 y)) z)
t
Outputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
(*.f64 (log.f64 y) x)
(log.f64 y)
y
x
(fma.f64 z y t)
z
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z)))
#s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))
(*.f64 (neg.f64 y) z)
(neg.f64 y)
y
z
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal 1/4 binary64) y #s(literal 1/3 binary64)) y #s(literal 1/2 binary64)) y) z z)) y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal 1/4 binary64) y #s(literal 1/3 binary64)) y #s(literal 1/2 binary64)) y) z z)) y)))
#s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))
#s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal 1/4 binary64) y #s(literal 1/3 binary64)) y #s(literal 1/2 binary64)) y) z z)) y))
(*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)
(*.f64 (neg.f64 (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal 1/4 binary64) y #s(literal 1/3 binary64)) y #s(literal 1/2 binary64)) y) z z)) y)
(fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z))
(neg.f64 (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal 1/4 binary64) y #s(literal 1/3 binary64)) y #s(literal 1/2 binary64)) y) z z))
(fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z))
(*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z)
(*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)))
(*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) z)
z
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
#s(literal -1/4 binary64)
y
#s(literal -1/3 binary64)
(*.f64 #s(literal -1/2 binary64) z)
#s(literal -1/2 binary64)
(neg.f64 z)
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))) z (*.f64 (*.f64 (log.f64 y) x) #s(literal 1 binary64)))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z))
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))) z (*.f64 (*.f64 (log.f64 y) x) #s(literal 1 binary64))))
(*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z)
(fma.f64 (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))) z (*.f64 (*.f64 (log.f64 y) x) #s(literal 1 binary64)))
(fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))))
(fma.f64 (/.f64 x z) (log.f64 y) (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))))
(/.f64 (log.f64 y) z)
(log.f64 y)
y
z
x
(log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))
#s(approx (- 1 y) #s(literal 1 binary64))
#s(literal 1 binary64)
t
(-.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) t)
(-.f64 (/.f64 (fma.f64 (*.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 (log.f64 y)) x (*.f64 (log1p.f64 (neg.f64 y)) z))) t)
(fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))))
(/.f64 (fma.f64 (*.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 (log.f64 y)) x (*.f64 (log1p.f64 (neg.f64 y)) z)))
(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
(pow.f64 (log.f64 y) #s(literal 2 binary64))
(log.f64 y)
y
#s(literal 2 binary64)
x
(/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
(/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
(fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))
(neg.f64 z)
z
(log1p.f64 (neg.f64 y))
(neg.f64 y)
(*.f64 (log.f64 y) x)
(/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
(/.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 (log.f64 y)) x (*.f64 (log1p.f64 (neg.f64 y)) z)))
(neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))
(pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))
(*.f64 (log1p.f64 (neg.f64 y)) z)
t

localize428.0ms (3.2%)

Memory
-8.6MiB live, 180.4MiB allocated; 17ms collecting garbage
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
accuracy0.25
(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
accuracy0.4648231904378464
(/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
accuracy0.4723625488422101
(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy9.550988746974598
(/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
accuracy0.23046875
(/.f64 (log.f64 y) z)
accuracy1.7378725780519053
#s(approx (- 1 y) #s(literal 1 binary64))
accuracy6.072659778429409
(*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z)
accuracy57.98343840412825
(log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))
accuracy0.01171875
(*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)
accuracy0.20220011823798437
#s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))
accuracy0.3359375
(*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)))
accuracy44.98053604537873
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
accuracy0.0
(*.f64 (neg.f64 y) z)
accuracy0.0
(neg.f64 y)
accuracy1.640294888955545
#s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))
accuracy44.98053604537873
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z)))
accuracy0.0
(log.f64 y)
accuracy0.00390625
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
accuracy0.24609375
(*.f64 (log.f64 y) x)
accuracy0.5694929867678126
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
Samples
314.0ms196×1valid
66.0ms54×2valid
2.0ms6×0valid
Compiler

Compiled 453 to 52 computations (88.5% saved)

Precisions
Click to see histograms. Total time spent on operations: 301.0ms
adjust: 80.0ms (26.6% of total)
ival-log: 72.0ms (23.9% of total)
ival-mult: 61.0ms (20.3% of total)
ival-add: 44.0ms (14.6% of total)
ival-div: 10.0ms (3.3% of total)
ival-sub: 9.0ms (3% of total)
ival-pow2: 9.0ms (3% of total)
const: 8.0ms (2.7% of total)
ival-neg: 4.0ms (1.3% of total)
ival-log1p: 3.0ms (1% of total)
exact: 1.0ms (0.3% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

series360.0ms (2.7%)

Memory
-4.6MiB live, 367.9MiB allocated; 58ms collecting garbage
Counts
28 → 231
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
(*.f64 (log.f64 y) x)
(log.f64 y)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z)))
#s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))
(*.f64 (neg.f64 y) z)
(fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
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Calls

12 calls:

TimeVariablePointExpression
59.0ms
x
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53.0ms
y
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49.0ms
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35.0ms
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28.0ms
z
@inf
((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (- 1 y)) z) (* (neg y) z) (+ (* (* z (+ (* -1/4 y) -1/3)) y) (* -1/2 z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (- 1 y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (+ (* (/ (log y) z) x) (log (- 1 y))) z) (+ (* (/ (log y) z) x) (log (- 1 y))) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) t) (* (pow (log y) 2) x) (neg y) (* z (+ (* -1/4 y) -1/3)) (* (+ (* (+ (* (* z (+ (* -1/4 y) -1/3)) y) (* -1/2 z)) y) (neg z)) y) (log (- 1 y)) (- 1 y) (/ (log y) z) (pow (log y) 2) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))

simplify250.0ms (1.9%)

Memory
14.2MiB live, 335.5MiB allocated; 50ms collecting garbage
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0102713627
1384912928
0805812363
Stop Event
1×iter limit
1×node limit
Counts
231 → 231
Calls
Call 1
Inputs
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(* -1 t)
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Outputs
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(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+.f64 (neg.f64 t) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (*.f64 (log.f64 y) x)))
(- (* x (log y)) (* y z))
(fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x))
(- (+ (* -1 t) (* x (log y))) (* y z))
(-.f64 (fma.f64 (log.f64 y) x (neg.f64 t)) (*.f64 z y))
(+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 z z)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (fma.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (log.f64 y) x)))
(+ (* -1 t) (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))
(fma.f64 #s(literal -1 binary64) t (/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 z z)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (fma.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (log.f64 y) x))))
(* -1 t)
(neg.f64 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (*.f64 (log.f64 y) x)) t) #s(literal 1 binary64)) t)
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
(*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)
(* t (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))) (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))) 1))
(*.f64 (-.f64 (/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 z z)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (*.f64 (fma.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (log.f64 y) x)) t)) #s(literal 1 binary64)) t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(*.f64 (+.f64 (/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (*.f64 (log.f64 y) x)) (neg.f64 t)) #s(literal 1 binary64)) (neg.f64 t))
(* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))
(*.f64 (fma.f64 (/.f64 (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x)) t) #s(literal -1 binary64) #s(literal 1 binary64)) (neg.f64 t))
(* -1 (* t (+ 1 (* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(*.f64 (fma.f64 (/.f64 (/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 z z)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (fma.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (log.f64 y) x))) t) #s(literal -1 binary64) #s(literal 1 binary64)) (neg.f64 t))

rewrite204.0ms (1.5%)

Memory
4.1MiB live, 335.1MiB allocated; 50ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
055449
094449
1375413
22772413
08359408
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
28 → 314
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
(*.f64 (log.f64 y) x)
(log.f64 y)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z)))
#s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))
(*.f64 (neg.f64 y) z)
(fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
#s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z)) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z))
(*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z)
(fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))))
(fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))))
(/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
(-.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) t)
(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
(neg.f64 y)
(*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)))
(*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)
(log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))
#s(approx (- 1 y) #s(literal 1 binary64))
(/.f64 (log.f64 y) z)
(pow.f64 (log.f64 y) #s(literal 2 binary64))
(/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
Outputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(/.f64 (-.f64 (*.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (log.f64 y) x (fma.f64 z y t))) (*.f64 (fma.f64 (log.f64 y) x (fma.f64 z y t)) (pow.f64 (fma.f64 z y t) #s(literal 2 binary64)))) (*.f64 (fma.f64 (log.f64 y) x (fma.f64 z y t)) (fma.f64 (log.f64 y) x (fma.f64 z y t))))
(/.f64 (-.f64 (*.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 3 binary64)) (fma.f64 (fma.f64 z y t) (fma.f64 (log.f64 y) x (fma.f64 z y t)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))) (*.f64 (fma.f64 (fma.f64 z y t) (fma.f64 (log.f64 y) x (fma.f64 z y t)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 z y t) #s(literal 3 binary64)))) (*.f64 (fma.f64 (fma.f64 z y t) (fma.f64 (log.f64 y) x (fma.f64 z y t)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (fma.f64 (fma.f64 z y t) (fma.f64 (log.f64 y) x (fma.f64 z y t)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (fma.f64 (log.f64 y) x (*.f64 (neg.f64 y) z)) #s(literal 2 binary64)) (*.f64 t t)) (+.f64 (fma.f64 (log.f64 y) x (*.f64 (neg.f64 y) z)) t))
(/.f64 (-.f64 (pow.f64 (fma.f64 (log.f64 y) x (*.f64 (neg.f64 y) z)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (+.f64 (pow.f64 (fma.f64 (log.f64 y) x (*.f64 (neg.f64 y) z)) #s(literal 2 binary64)) (fma.f64 t t (*.f64 (fma.f64 (log.f64 y) x (*.f64 (neg.f64 y) z)) t))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (fma.f64 z y t) #s(literal 2 binary64)))) (neg.f64 (fma.f64 (log.f64 y) x (fma.f64 z y t))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 3 binary64)) (pow.f64 (fma.f64 z y t) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (fma.f64 z y t) (fma.f64 (log.f64 y) x (fma.f64 z y t)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (fma.f64 z y t) #s(literal 2 binary64))) (fma.f64 (log.f64 y) x (fma.f64 z y t)))
(/.f64 (-.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 3 binary64)) (pow.f64 (fma.f64 z y t) #s(literal 3 binary64))) (fma.f64 (fma.f64 z y t) (fma.f64 (log.f64 y) x (fma.f64 z y t)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))
(-.f64 (-.f64 (*.f64 (log.f64 y) x) t) (*.f64 z y))
(-.f64 (/.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (log.f64 y) x (fma.f64 z y t))) (/.f64 (pow.f64 (fma.f64 z y t) #s(literal 2 binary64)) (fma.f64 (log.f64 y) x (fma.f64 z y t))))
(-.f64 (/.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 3 binary64)) (fma.f64 (fma.f64 z y t) (fma.f64 (log.f64 y) x (fma.f64 z y t)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))) (/.f64 (pow.f64 (fma.f64 z y t) #s(literal 3 binary64)) (fma.f64 (fma.f64 z y t) (fma.f64 (log.f64 y) x (fma.f64 z y t)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))))
(-.f64 (fma.f64 (log.f64 y) x (*.f64 (neg.f64 y) z)) t)
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
(*.f64 (log.f64 y) x)
(*.f64 x (log.f64 y))
(+.f64 (log.f64 (pow.f64 y (/.f64 x #s(literal 2 binary64)))) (log.f64 (pow.f64 y (/.f64 x #s(literal 2 binary64)))))
(log.f64 (pow.f64 y x))
(*.f64 (neg.f64 (sqrt.f64 (log.f64 y))) (neg.f64 (sqrt.f64 (log.f64 y))))
(*.f64 (fabs.f64 (sqrt.f64 (log.f64 y))) (fabs.f64 (sqrt.f64 (log.f64 y))))
(*.f64 (pow.f64 (sqrt.f64 (log.f64 y)) #s(literal 1 binary64)) (pow.f64 (sqrt.f64 (log.f64 y)) #s(literal 1 binary64)))
(*.f64 (sqrt.f64 (log.f64 y)) (sqrt.f64 (log.f64 y)))
(pow.f64 (sqrt.f64 (log.f64 y)) #s(literal 2 binary64))
(pow.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(literal 1/2 binary64))
(pow.f64 (log.f64 y) #s(literal 1 binary64))
(fma.f64 (neg.f64 (sqrt.f64 (log.f64 y))) (neg.f64 (sqrt.f64 (log.f64 y))) #s(literal 0 binary64))
(fma.f64 (fabs.f64 (sqrt.f64 (log.f64 y))) (fabs.f64 (sqrt.f64 (log.f64 y))) #s(literal 0 binary64))
(fma.f64 (pow.f64 (sqrt.f64 (log.f64 y)) #s(literal 1 binary64)) (pow.f64 (sqrt.f64 (log.f64 y)) #s(literal 1 binary64)) #s(literal 0 binary64))
(fma.f64 (sqrt.f64 (log.f64 y)) (sqrt.f64 (log.f64 y)) #s(literal 0 binary64))
(sqrt.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)))
(fabs.f64 (neg.f64 (log.f64 y)))
(fabs.f64 (log.f64 y))
(exp.f64 (log.f64 (log.f64 y)))
(+.f64 (cosh.f64 (log.f64 (log.f64 y))) (sinh.f64 (log.f64 (log.f64 y))))
(+.f64 #s(literal 0 binary64) (log.f64 y))
(+.f64 (log.f64 y) #s(literal 0 binary64))
(log.f64 y)
(/.f64 (-.f64 (*.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 2 binary64)) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)) (*.f64 (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t) (*.f64 t t))) (*.f64 (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)))
(/.f64 (-.f64 (*.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 3 binary64)) (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 2 binary64)))) (*.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 2 binary64))) (pow.f64 t #s(literal 3 binary64)))) (*.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 2 binary64))) (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 2 binary64)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 2 binary64)) (*.f64 t t))) (neg.f64 (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)))
(/.f64 (neg.f64 (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))) (neg.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 2 binary64)) (*.f64 t t)) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t))
(/.f64 (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 2 binary64))))
(-.f64 (/.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 2 binary64)) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)) (/.f64 (*.f64 t t) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)))
(-.f64 (/.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 3 binary64)) (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 2 binary64)))) (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) #s(literal 2 binary64)))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z)))
#s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))
(*.f64 (neg.f64 z) y)
(*.f64 (neg.f64 y) z)
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(fma.f64 x (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))) (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) t))
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(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
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(log.f64 (pow.f64 (pow.f64 y (log.f64 y)) x))
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(fma.f64 (*.f64 z #s(literal -1/4 binary64)) y (*.f64 #s(literal -1/3 binary64) z))
(fma.f64 (*.f64 z y) #s(literal -1/4 binary64) (*.f64 #s(literal -1/3 binary64) z))
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(fma.f64 #s(literal -1/4 binary64) (*.f64 z y) (*.f64 #s(literal -1/3 binary64) z))
(fma.f64 z (*.f64 #s(literal -1/4 binary64) y) (*.f64 #s(literal -1/3 binary64) z))
(fma.f64 z #s(literal -1/3 binary64) (*.f64 (*.f64 z y) #s(literal -1/4 binary64)))
(fma.f64 y (*.f64 #s(literal -1/4 binary64) z) (*.f64 #s(literal -1/3 binary64) z))
(-.f64 (*.f64 (*.f64 z y) #s(literal -1/4 binary64)) (*.f64 #s(literal 1/3 binary64) z))
(-.f64 (*.f64 (*.f64 z y) #s(literal -1/4 binary64)) (*.f64 (neg.f64 z) #s(literal -1/3 binary64)))
(+.f64 (*.f64 #s(literal -1/3 binary64) z) (*.f64 (*.f64 z y) #s(literal -1/4 binary64)))
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(*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)
(*.f64 y (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)))
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(+.f64 (*.f64 (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y) y) (*.f64 (neg.f64 y) z))
(+.f64 (*.f64 y (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y)) (*.f64 (neg.f64 y) z))
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(log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))
#s(approx (- 1 y) #s(literal 1 binary64))
(/.f64 (neg.f64 (neg.f64 (log.f64 y))) (neg.f64 (neg.f64 z)))
(/.f64 (neg.f64 (log.f64 y)) (neg.f64 z))
(/.f64 (log.f64 y) z)
(neg.f64 (/.f64 (neg.f64 (log.f64 y)) z))
(neg.f64 (/.f64 (log.f64 y) (neg.f64 z)))
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(*.f64 (neg.f64 (log.f64 y)) (neg.f64 (log.f64 y)))
(*.f64 (log.f64 y) (log.f64 y))
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(log.f64 (pow.f64 (pow.f64 y #s(literal -1 binary64)) (neg.f64 (log.f64 y))))
(log.f64 (pow.f64 y (log.f64 y)))
(*.f64 (/.f64 x (-.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z)) (*.f64 (log.f64 y) x)))
(*.f64 (/.f64 x (+.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 3 binary64)) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z)) #s(literal 3 binary64)))) (fma.f64 (*.f64 (log.f64 y) x) (-.f64 (*.f64 (log.f64 y) x) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))))
(/.f64 (neg.f64 (neg.f64 x)) (neg.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))))
(/.f64 (neg.f64 x) (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))))
(/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
(neg.f64 (/.f64 (neg.f64 x) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))))
(neg.f64 (/.f64 x (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))))
(log.f64 (pow.f64 (/.f64 (pow.f64 (+.f64 (neg.f64 y) #s(literal 1 binary64)) (neg.f64 z)) (pow.f64 y x)) (/.f64 x (-.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))))

eval129.0ms (1%)

Memory
17.1MiB live, 211.7MiB allocated; 47ms collecting garbage
Compiler

Compiled 43 211 to 3 457 computations (92% saved)

prune41.0ms (0.3%)

Memory
-39.0MiB live, 63.1MiB allocated; 8ms collecting garbage
Pruning

21 alts after pruning (20 fresh and 1 done)

PrunedKeptTotal
New64112653
Fresh3811
Picked505
Done011
Total64921670
Accuracy
100.0%
Counts
670 → 21
Alt Table
Click to see full alt table
StatusAccuracyProgram
▶93.1%
(fma.f64 (*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) t))
91.4%
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (*.f64 (fma.f64 (/.f64 (log.f64 y) t) x #s(literal -1 binary64)) t)))
▶60.0%
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
69.6%
(-.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (/.f64 (*.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) t)
71.5%
(-.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) #s(approx (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/.f64 (*.f64 (*.f64 y y) (*.f64 z z)) (*.f64 (neg.f64 x) (log.f64 y))))) t)
30.1%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (/.f64 (*.f64 (+.f64 (pow.f64 (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64))) z) (fma.f64 (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))) (-.f64 (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64))))) t)
52.4%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (/.f64 (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))) #s(literal 2 binary64))) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))))) z)) t)
89.7%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (+ (* (/ (log y) z) x) (log (- 1 y))) (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y))) z)) t)
77.4%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (+ (* (/ (log y) z) x) (log (- 1 y))) (*.f64 (log.f64 y) (/.f64 x z))) z)) t)
46.0%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
59.5%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
59.7%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y) y (*.f64 (neg.f64 y) z)))) t)
▶59.7%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
59.7%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
32.8%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 #s(approx (+ (* (* z (+ (* -1/4 y) -1/3)) y) (* -1/2 z)) (*.f64 (fma.f64 #s(literal -1/4 binary64) z (/.f64 (fma.f64 (/.f64 z y) #s(literal 1/2 binary64) (*.f64 #s(literal 1/3 binary64) z)) (neg.f64 y))) (*.f64 y y))) y (neg.f64 z)) y))) t)
17.4%
#s(approx (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) t) (/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 z z)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (fma.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (log.f64 y) x))))
86.7%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
✓47.1%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
53.9%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x))))
▶82.5%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)))
▶59.1%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
Compiler

Compiled 1 618 to 1 002 computations (38.1% saved)

simplify121.0ms (0.9%)

Memory
20.8MiB live, 153.1MiB allocated; 16ms collecting garbage
Algorithm
1×egg-herbie
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)
cost-diff0
#s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t))
cost-diff0
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)))
cost-diff1
(-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64)))
cost-diff0
#s(approx (- (* (log y) x) t) (neg.f64 t))
cost-diff0
(neg.f64 y)
cost-diff0
(log1p.f64 (neg.f64 y))
cost-diff0
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
cost-diff0
(*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)
cost-diff0
#s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))
cost-diff0
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
cost-diff0
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
cost-diff0
(fma.f64 z y t)
cost-diff0
(neg.f64 (fma.f64 z y t))
cost-diff0
#s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))
cost-diff0
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
cost-diff0
(/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
cost-diff0
(*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64)))
cost-diff1
(/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
cost-diff10
(fma.f64 (*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) t))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
059516
098516
1164516
2344506
3972499
43102499
57275499
08029495
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
(fma.f64 (*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) t))
(*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64)))
(/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
x
(fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
(neg.f64 z)
z
(*.f64 (log.f64 y) x)
(log.f64 y)
(pow.f64 (log.f64 y) #s(literal 2 binary64))
#s(literal 2 binary64)
(-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) t)
(/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
(neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))
(pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))
(*.f64 (log1p.f64 (neg.f64 y)) z)
t
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
#s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))
(neg.f64 (fma.f64 z y t))
(fma.f64 z y t)
z
y
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
#s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))
(*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)
(fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z))
(*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)))
z
(fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
#s(literal -1/4 binary64)
y
#s(literal -1/3 binary64)
#s(literal -1/2 binary64)
(neg.f64 z)
t
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
z
#s(approx (- (* (log y) x) t) (neg.f64 t))
(neg.f64 t)
t
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)))
#s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t))
(*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)
(-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64)))
(/.f64 (*.f64 (log.f64 y) x) t)
(*.f64 (log.f64 y) x)
(log.f64 y)
y
x
t
(fma.f64 y (/.f64 z t) #s(literal 1 binary64))
(/.f64 z t)
z
#s(literal 1 binary64)
Outputs
(fma.f64 (*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) t))
(-.f64 (/.f64 (fma.f64 (*.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (neg.f64 (log.f64 y)) x (*.f64 z (log1p.f64 (neg.f64 y))))) t)
(*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64)))
(/.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
(/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
(/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
x
(fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))
(fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
(neg.f64 z)
z
(*.f64 (log.f64 y) x)
(log.f64 y)
(pow.f64 (log.f64 y) #s(literal 2 binary64))
#s(literal 2 binary64)
(-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) t)
(-.f64 (/.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (fma.f64 (neg.f64 (log.f64 y)) x (*.f64 z (log1p.f64 (neg.f64 y))))) t)
(/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
(/.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (fma.f64 (neg.f64 (log.f64 y)) x (*.f64 z (log1p.f64 (neg.f64 y)))))
(neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))
(neg.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)))
(pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))
(pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 z (log1p.f64 (neg.f64 y)))
t
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
#s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))
(neg.f64 (fma.f64 z y t))
(fma.f64 z y t)
z
y
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y)))
#s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))
#s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y))
(*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)
(*.f64 (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y)
(fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z))
(fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y (neg.f64 z))
(*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)))
(*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z)
z
(fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
#s(literal -1/4 binary64)
y
#s(literal -1/3 binary64)
#s(literal -1/2 binary64)
(neg.f64 z)
t
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
(fma.f64 z (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) x) t) (neg.f64 t)))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
z
#s(approx (- (* (log y) x) t) (neg.f64 t))
(neg.f64 t)
t
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x)) t) #s(literal 1 binary64)) t)))
#s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t))
#s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x)) t) #s(literal 1 binary64)) t))
(*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)
(*.f64 (-.f64 (/.f64 (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x)) t) #s(literal 1 binary64)) t)
(-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64)))
(-.f64 (/.f64 (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x)) t) #s(literal 1 binary64))
(/.f64 (*.f64 (log.f64 y) x) t)
(*.f64 (log.f64 y) x)
(log.f64 y)
y
x
t
(fma.f64 y (/.f64 z t) #s(literal 1 binary64))
(fma.f64 (/.f64 z t) y #s(literal 1 binary64))
(/.f64 z t)
z
#s(literal 1 binary64)

localize508.0ms (3.8%)

Memory
38.0MiB live, 745.7MiB allocated; 181ms collecting garbage
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
accuracy0.24609375
(*.f64 (log.f64 y) x)
accuracy0.5694929867678126
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)))
accuracy4.752289682316887
(fma.f64 y (/.f64 z t) #s(literal 1 binary64))
accuracy7.121345942538161
(*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)
accuracy0.0
(neg.f64 t)
accuracy0.0
(log1p.f64 (neg.f64 y))
accuracy0.0078125
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
accuracy29.95655671572337
#s(approx (- (* (log y) x) t) (neg.f64 t))
accuracy0.01171875
(*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)
accuracy0.03125
(*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)))
accuracy0.20220011823798437
#s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))
accuracy44.98053604537873
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
accuracy0.0
(fma.f64 z y t)
accuracy0.0
(neg.f64 (fma.f64 z y t))
accuracy0.5694929867678126
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
accuracy25.62433925802974
#s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))
accuracy0.4601977194963631
(*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64)))
accuracy0.4648231904378464
(/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
accuracy0.4723625488422101
(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy9.550988746974598
(/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
Samples
389.0ms217×1valid
59.0ms30×2valid
4.0ms9×0valid
Compiler

Compiled 445 to 56 computations (87.4% saved)

Precisions
Click to see histograms. Total time spent on operations: 397.0ms
ival-mult: 105.0ms (26.4% of total)
adjust: 64.0ms (16.1% of total)
ival-neg: 64.0ms (16.1% of total)
ival-log: 53.0ms (13.3% of total)
ival-div: 35.0ms (8.8% of total)
ival-add: 33.0ms (8.3% of total)
ival-sub: 15.0ms (3.8% of total)
ival-pow2: 14.0ms (3.5% of total)
const: 9.0ms (2.3% of total)
ival-log1p: 5.0ms (1.3% of total)
exact: 1.0ms (0.3% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

series144.0ms (1.1%)

Memory
5.8MiB live, 334.5MiB allocated; 32ms collecting garbage
Counts
25 → 259
Calls
Call 1
Inputs
(fma.f64 (*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) t))
(/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
(*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64)))
(/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
#s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))
(neg.f64 (fma.f64 z y t))
(fma.f64 z y t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
#s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))
(*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
#s(approx (- (* (log y) x) t) (neg.f64 t))
(-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)))
#s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t))
(*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)
(pow.f64 (log.f64 y) #s(literal 2 binary64))
(*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)))
(neg.f64 t)
(fma.f64 y (/.f64 z t) #s(literal 1 binary64))
(*.f64 (log.f64 y) x)
Outputs
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (+ (log y) (* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (* z (log (- 1 y)))) t)
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (+ (log y) (/ (* x (pow (log y) 2)) (* z (log (- 1 y)))))) (* z (log (- 1 y))))
(+ (* x (+ (log y) (* x (+ (/ (* x (pow (log y) 3)) (* (pow z 2) (pow (log (- 1 y)) 2))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (* z (log (- 1 y))))
(* -1 (/ (* x (pow (log y) 2)) (* z (log (- 1 y)))))
(* x (+ (* -1 (/ (* x (pow (log y) 3)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (* -1 (/ (pow (log y) 2) (* z (log (- 1 y)))))))
(* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (* x (- (* -1 (/ (* x (pow (log y) 4)) (* (pow z 3) (pow (log (- 1 y)) 3)))) (/ (pow (log y) 3) (* (pow z 2) (pow (log (- 1 y)) 2)))))))
(* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (* x (- (* x (- (* -1 (/ (* x (pow (log y) 5)) (* (pow z 4) (pow (log (- 1 y)) 4)))) (/ (pow (log y) 4) (* (pow z 3) (pow (log (- 1 y)) 3))))) (/ (pow (log y) 3) (* (pow z 2) (pow (log (- 1 y)) 2)))))))
(* -1 (/ x (* z (log (- 1 y)))))
(* x (- (* -1 (/ (* x (log y)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (/ 1 (* z (log (- 1 y))))))
(* x (- (* x (- (* -1 (/ (* x (pow (log y) 2)) (* (pow z 3) (pow (log (- 1 y)) 3)))) (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2))))) (/ 1 (* z (log (- 1 y))))))
(* x (- (* x (- (* x (- (* -1 (/ (* x (pow (log y) 3)) (* (pow z 4) (pow (log (- 1 y)) 4)))) (/ (pow (log y) 2) (* (pow z 3) (pow (log (- 1 y)) 3))))) (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2))))) (/ 1 (* z (log (- 1 y))))))
(* -1 (+ t (* y z)))
(- (* x (log y)) (+ t (* y z)))
(* -1 t)
(- (* x (log y)) t)
(* -1 (+ 1 (/ (* y z) t)))
(- (/ (* x (log y)) t) (+ 1 (/ (* y z) t)))
(* -1 (* t (+ 1 (/ (* y z) t))))
(+ (* -1 (* t (+ 1 (/ (* y z) t)))) (* x (log y)))
(* x (log y))
(* x (+ (log y) (* -1 (/ (+ t (* -1 (* z (log (- 1 y))))) x))))
(* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y))))
(/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2))))) x)
(/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3)))))) x)
(/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (+ (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3)))) (* -1 (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* (pow x 3) (pow (log y) 4))))))) x)
(log y)
(+ (log y) (/ (* z (log (- 1 y))) x))
(- (+ (log y) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (log y)))) (* -1 (/ (* z (log (- 1 y))) x)))
(- (+ (log y) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* (pow x 3) (pow (log y) 2)))) (+ (* -1 (/ (* z (log (- 1 y))) x)) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (log y))))))
(/ 1 (log y))
(+ (/ 1 (log y)) (/ (* z (log (- 1 y))) (* x (pow (log y) 2))))
(- (+ (/ 1 (log y)) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (pow (log y) 3)))) (* -1 (/ (* z (log (- 1 y))) (* x (pow (log y) 2)))))
(- (+ (/ 1 (log y)) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* (pow x 3) (pow (log y) 4)))) (+ (* -1 (/ (* z (log (- 1 y))) (* x (pow (log y) 2)))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (pow (log y) 3))))))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (+ (log y) (* -1 (/ (+ t (* y z)) x))))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (+ (log y) (* -1 (/ t x))))
(/ (* x (log y)) t)
(* x (+ (* -1 (/ (+ 1 (/ (* y z) t)) x)) (/ (log y) t)))
(* x (+ (log y) (* -1 (/ (* t (+ 1 (/ (* y z) t))) x))))
(* -1 (* x (+ (* -1 (log y)) (+ (* -1 (/ (* z (log (- 1 y))) x)) (/ t x)))))
(* -1 (/ (+ (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) x))
(* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2))) (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* x (pow (log y) 3))))) x)) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) x))
(* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2))) (* -1 (/ (+ (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (pow (log y) 3)) (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* x (pow (log y) 4)))) x))) x)) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) x))
(+ (log y) (* -1 (/ (+ (* -1 (* z (log (- 1 y)))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y))))) x)))
(+ (log y) (* -1 (/ (+ (* -1 (* z (log (- 1 y)))) (* -1 (/ (+ (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) x))) x)))
(+ (* -1 (/ (- (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (pow (log y) 3)))) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y)))
(+ (* -1 (/ (- (* -1 (/ (- (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 4))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (pow (log y) 3)))) x)) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ t x) (/ (* y z) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ t x))))
(* -1 (* x (+ (* -1 (/ (log y) t)) (+ (/ 1 x) (/ (* y z) (* t x))))))
(* -1 (* x (+ (* -1 (log y)) (/ (* t (+ 1 (/ (* y z) t))) x))))
(- (+ (* -1 (* y z)) (* x (log y))) t)
(- (+ (* x (log y)) (* y (- (* -1/2 (* y z)) z))) t)
(- (+ (* x (log y)) (* y (- (* y (- (* y (- (* -1 (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (+ (* -1 (/ (* z (+ (* -1 (/ (pow z 2) (* x (log y)))) (* 1/2 z))) (* x (log y)))) (+ (* -1/2 (/ (pow z 2) (* x (log y)))) (* 1/3 z))))) (* 1/2 z))) z))) t)
(* -1 (/ (* (pow y 2) (pow z 2)) (* x (log y))))
(* (pow y 2) (+ (* -1 (* y (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))))) (* -1 (/ (pow z 2) (* x (log y))))))
(* (pow y 2) (+ (* -1 (/ (pow z 2) (* x (log y)))) (* y (+ (* -1 (* y (- (* 11/12 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y))))))) (* -1 (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))))))))
(* (pow y 2) (+ (* -1 (/ (pow z 2) (* x (log y)))) (* y (+ (* -1 (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* y (+ (* -1 (* y (- (* 5/6 (/ (pow z 2) (* x (log y)))) (+ (* 1/3 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (+ (* 1/2 (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))) (/ (* z (- (* 11/12 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y)))))) (* x (log y)))))))) (* -1 (- (* 11/12 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 (/ (pow z 3) (* (pow x 2) (pow (log y) 2)))) (/ (* z (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (* x (log y))))))))))))
(+ (log y) (* -1 (/ (* y z) x)))
(+ (log y) (* y (- (* -1 (* y (+ (* -1 (/ (pow z 2) (* (pow x 2) (log y)))) (* 1/2 (/ z x))))) (/ z x))))
(+ (log y) (* y (- (* y (- (* -1 (* y (+ (* -1 (/ (* z (+ (* -1 (/ (pow z 2) (* (pow x 2) (log y)))) (* 1/2 (/ z x)))) (* x (log y)))) (+ (* -1/2 (/ (pow z 2) (* (pow x 2) (log y)))) (* 1/3 (/ z x)))))) (+ (* -1 (/ (pow z 2) (* (pow x 2) (log y)))) (* 1/2 (/ z x))))) (/ z x))))
(+ (* -1 (/ (* y z) (* x (pow (log y) 2)))) (/ 1 (log y)))
(+ (* y (- (* -1 (* y (+ (* -1 (/ (pow z 2) (* (pow x 2) (pow (log y) 3)))) (* 1/2 (/ z (* x (pow (log y) 2))))))) (/ z (* x (pow (log y) 2))))) (/ 1 (log y)))
(+ (* y (- (* y (- (* -1 (* y (+ (* -1 (/ (* z (+ (* -1 (/ (pow z 2) (* (pow x 2) (pow (log y) 3)))) (* 1/2 (/ z (* x (pow (log y) 2)))))) (* x (log y)))) (+ (* -1/2 (/ (pow z 2) (* (pow x 2) (pow (log y) 3)))) (* 1/3 (/ z (* x (pow (log y) 2)))))))) (+ (* -1 (/ (pow z 2) (* (pow x 2) (pow (log y) 3)))) (* 1/2 (/ z (* x (pow (log y) 2))))))) (/ z (* x (pow (log y) 2))))) (/ 1 (log y)))
(- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)
(- (* -1 (* y z)) t)
t
(+ t (* y z))
(+ (* -1 (* y z)) (* x (log y)))
(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
(+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))))
(* -1 (* y z))
(* y (+ (* -1 z) (* -1/2 (* y z))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(- (/ (* x (log y)) t) 1)
(- (+ (* -1 (/ (* y z) t)) (/ (* x (log y)) t)) 1)
(* t (- (/ (* x (log y)) t) 1))
(+ (* -1 (* y z)) (* t (- (/ (* x (log y)) t) 1)))
(pow (log y) 2)
(* -1/2 z)
(+ (* -1/2 z) (* -1/3 (* y z)))
(+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z)))))
1
(+ 1 (/ (* y z) t))
(- (+ (* -1 (/ (* (pow z 2) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (+ (* -1 (* x (log (/ 1 y)))) (* -1 (* z (+ (log -1) (* -1 (log (/ 1 y))))))))) (/ (* (pow x 2) (pow (log (/ 1 y)) 2)) (+ (* -1 (* x (log (/ 1 y)))) (* -1 (* z (+ (log -1) (* -1 (log (/ 1 y))))))))) t)
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(/ (- (+ (* -1 (/ x (log (- 1 y)))) (* -1 (/ (* (pow x 4) (pow (log y) 3)) (* (pow z 3) (pow (log (- 1 y)) 4))))) (+ (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2))) (/ (* (pow x 3) (pow (log y) 2)) (* (pow z 2) (pow (log (- 1 y)) 3))))) z)
(* z (- (/ (* x (log y)) z) (+ y (/ t z))))
(* z (- (* -1 (/ t z)) y))
(* z (+ y (/ t z)))
(* z (- (/ (* x (log y)) (* t z)) (+ (/ 1 z) (/ y t))))
(* z (+ (* -1 y) (/ (* t (- (/ (* x (log y)) t) 1)) z)))
(* z (+ (/ 1 z) (/ y t)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (/ (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) z)) (* x (log y))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* x (log y)) (/ (* (pow x 2) (pow (log y) 2)) (* z (log (- 1 y))))) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) (* -1 (/ (* (pow x 3) (pow (log y) 3)) (* z (pow (log (- 1 y)) 2))))) z)) (* x (log y))) z)))))
(* -1 (/ (+ (/ (* x (pow (log y) 2)) (log (- 1 y))) (/ (* (pow x 2) (pow (log y) 3)) (* z (pow (log (- 1 y)) 2)))) z))
(* -1 (/ (+ (* -1 (/ (- (* -1 (/ (* (pow x 3) (pow (log y) 4)) (* z (pow (log (- 1 y)) 3)))) (/ (* (pow x 2) (pow (log y) 3)) (pow (log (- 1 y)) 2))) z)) (/ (* x (pow (log y) 2)) (log (- 1 y)))) z))
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(* -1 (/ (+ (/ x (log (- 1 y))) (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2)))) z))
(* -1 (/ (+ (* -1 (/ (- (* -1 (/ (* (pow x 3) (pow (log y) 2)) (* z (pow (log (- 1 y)) 3)))) (/ (* (pow x 2) (log y)) (pow (log (- 1 y)) 2))) z)) (/ x (log (- 1 y)))) z))
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(* -1 (* z (- (* -1 (/ (- (* x (log y)) t) z)) (* -1 y))))
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(* -1 (* z (+ (* -1 y) (* -1 (/ t z)))))
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(* -1 (* z (+ y (* -1 (/ (* t (- (/ (* x (log y)) t) 1)) z)))))
(* -1 (* z (- (* -1 (/ y t)) (/ 1 z))))
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(+ (* -1 t) (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(- (* x (log y)) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(- (* -1 t) (* y z))
(+ (* -1 t) (* x (log y)))
(/ (- (* x (log y)) (* y z)) t)
(/ (- (+ (* -1 t) (* x (log y))) (* y z)) t)
(/ (+ t (* y z)) t)
(* t (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))) (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
(* t (- (* -1 (/ (* y z) t)) 1))
(* t (+ 1 (/ (* y z) t)))
-1
(* -1 (* t (+ 1 (* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))
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(* -1 (* t (+ 1 (* -1 (/ (* x (log y)) t)))))
(- (* -1 (/ (- (* -1 (* x (log y))) (* -1 (* y z))) t)) 1)
(* -1 (* t (- (+ 1 (* -1 (/ (* x (log y)) t))) (* -1 (/ (* y z) t)))))
Calls

12 calls:

TimeVariablePointExpression
16.0ms
z
@0
((+ (* (* (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (pow (log y) 2)) x) (- (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) t)) (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (* (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (pow (log y) 2)) (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (- 1 y)) z) (* (+ (* (* z (+ (* (+ (* -1/4 y) -1/3) y) -1/2)) y) (neg z)) y) (+ (* (log (+ 1 (neg y))) z) (- (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (- (* (log y) x) t) (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) t) (pow (log y) 2) (* z (+ (* (+ (* -1/4 y) -1/3) y) -1/2)) (neg t) (+ (* y (/ z t)) 1) (* (log y) x))
16.0ms
x
@0
((+ (* (* (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (pow (log y) 2)) x) (- (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) t)) (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (* (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (pow (log y) 2)) (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (- 1 y)) z) (* (+ (* (* z (+ (* (+ (* -1/4 y) -1/3) y) -1/2)) y) (neg z)) y) (+ (* (log (+ 1 (neg y))) z) (- (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (- (* (log y) x) t) (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) t) (pow (log y) 2) (* z (+ (* (+ (* -1/4 y) -1/3) y) -1/2)) (neg t) (+ (* y (/ z t)) 1) (* (log y) x))
14.0ms
z
@-inf
((+ (* (* (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (pow (log y) 2)) x) (- (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) t)) (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (* (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (pow (log y) 2)) (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (- 1 y)) z) (* (+ (* (* z (+ (* (+ (* -1/4 y) -1/3) y) -1/2)) y) (neg z)) y) (+ (* (log (+ 1 (neg y))) z) (- (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (- (* (log y) x) t) (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) t) (pow (log y) 2) (* z (+ (* (+ (* -1/4 y) -1/3) y) -1/2)) (neg t) (+ (* y (/ z t)) 1) (* (log y) x))
14.0ms
y
@-inf
((+ (* (* (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (pow (log y) 2)) x) (- (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) t)) (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (* (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (pow (log y) 2)) (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (- 1 y)) z) (* (+ (* (* z (+ (* (+ (* -1/4 y) -1/3) y) -1/2)) y) (neg z)) y) (+ (* (log (+ 1 (neg y))) z) (- (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (- (* (log y) x) t) (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) t) (pow (log y) 2) (* z (+ (* (+ (* -1/4 y) -1/3) y) -1/2)) (neg t) (+ (* y (/ z t)) 1) (* (log y) x))
13.0ms
y
@inf
((+ (* (* (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (pow (log y) 2)) x) (- (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) t)) (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (* (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (pow (log y) 2)) (/ x (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (neg (+ (* z y) t)) (+ (* z y) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log (- 1 y)) z) (* (+ (* (* z (+ (* (+ (* -1/4 y) -1/3) y) -1/2)) y) (neg z)) y) (+ (* (log (+ 1 (neg y))) z) (- (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (- (* (log y) x) t) (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) t) (pow (log y) 2) (* z (+ (* (+ (* -1/4 y) -1/3) y) -1/2)) (neg t) (+ (* y (/ z t)) 1) (* (log y) x))

simplify465.0ms (3.5%)

Memory
4.9MiB live, 284.6MiB allocated; 117ms collecting garbage
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0127112255
1476211764
0822911346
Stop Event
1×iter limit
1×node limit
Counts
259 → 258
Calls
Call 1
Inputs
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (+ (log y) (* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (* z (log (- 1 y)))) t)
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (+ (log y) (/ (* x (pow (log y) 2)) (* z (log (- 1 y)))))) (* z (log (- 1 y))))
(+ (* x (+ (log y) (* x (+ (/ (* x (pow (log y) 3)) (* (pow z 2) (pow (log (- 1 y)) 2))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (* z (log (- 1 y))))
(* -1 (/ (* x (pow (log y) 2)) (* z (log (- 1 y)))))
(* x (+ (* -1 (/ (* x (pow (log y) 3)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (* -1 (/ (pow (log y) 2) (* z (log (- 1 y)))))))
(* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (* x (- (* -1 (/ (* x (pow (log y) 4)) (* (pow z 3) (pow (log (- 1 y)) 3)))) (/ (pow (log y) 3) (* (pow z 2) (pow (log (- 1 y)) 2)))))))
(* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (* x (- (* x (- (* -1 (/ (* x (pow (log y) 5)) (* (pow z 4) (pow (log (- 1 y)) 4)))) (/ (pow (log y) 4) (* (pow z 3) (pow (log (- 1 y)) 3))))) (/ (pow (log y) 3) (* (pow z 2) (pow (log (- 1 y)) 2)))))))
(* -1 (/ x (* z (log (- 1 y)))))
(* x (- (* -1 (/ (* x (log y)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (/ 1 (* z (log (- 1 y))))))
(* x (- (* x (- (* -1 (/ (* x (pow (log y) 2)) (* (pow z 3) (pow (log (- 1 y)) 3)))) (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2))))) (/ 1 (* z (log (- 1 y))))))
(* x (- (* x (- (* x (- (* -1 (/ (* x (pow (log y) 3)) (* (pow z 4) (pow (log (- 1 y)) 4)))) (/ (pow (log y) 2) (* (pow z 3) (pow (log (- 1 y)) 3))))) (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2))))) (/ 1 (* z (log (- 1 y))))))
(* -1 (+ t (* y z)))
(- (* x (log y)) (+ t (* y z)))
(* -1 t)
(- (* x (log y)) t)
(* -1 (+ 1 (/ (* y z) t)))
(- (/ (* x (log y)) t) (+ 1 (/ (* y z) t)))
(* -1 (* t (+ 1 (/ (* y z) t))))
(+ (* -1 (* t (+ 1 (/ (* y z) t)))) (* x (log y)))
(* x (log y))
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(* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y))))
(/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2))))) x)
(/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3)))))) x)
(/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (+ (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3)))) (* -1 (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* (pow x 3) (pow (log y) 4))))))) x)
(log y)
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(/ 1 (log y))
(+ (/ 1 (log y)) (/ (* z (log (- 1 y))) (* x (pow (log y) 2))))
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(/ (* x (log y)) t)
(* x (+ (* -1 (/ (+ 1 (/ (* y z) t)) x)) (/ (log y) t)))
(* x (+ (log y) (* -1 (/ (* t (+ 1 (/ (* y z) t))) x))))
(* -1 (* x (+ (* -1 (log y)) (+ (* -1 (/ (* z (log (- 1 y))) x)) (/ t x)))))
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(- (+ (* x (log y)) (* y (- (* y (- (* y (- (* -1 (- (/ (pow z 2) (* x (log y))) (/ (pow z 3) (* (pow x 2) (pow (log y) 2))))) (+ (* -1 (/ (* z (+ (* -1 (/ (pow z 2) (* x (log y)))) (* 1/2 z))) (* x (log y)))) (+ (* -1/2 (/ (pow z 2) (* x (log y)))) (* 1/3 z))))) (* 1/2 z))) z))) t)
(* -1 (/ (* (pow y 2) (pow z 2)) (* x (log y))))
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(+ (log y) (* -1 (/ (* y z) x)))
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(/ (+ (* -1 (/ x (log (- 1 y)))) (* -1 (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2))))) z)
(/ (- (+ (* -1 (/ x (log (- 1 y)))) (* -1 (/ (* (pow x 3) (pow (log y) 2)) (* (pow z 2) (pow (log (- 1 y)) 3))))) (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2)))) z)
(/ (- (+ (* -1 (/ x (log (- 1 y)))) (* -1 (/ (* (pow x 4) (pow (log y) 3)) (* (pow z 3) (pow (log (- 1 y)) 4))))) (+ (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2))) (/ (* (pow x 3) (pow (log y) 2)) (* (pow z 2) (pow (log (- 1 y)) 3))))) z)
(* z (- (/ (* x (log y)) z) (+ y (/ t z))))
(* z (- (* -1 (/ t z)) y))
(* z (+ y (/ t z)))
(* z (- (/ (* x (log y)) (* t z)) (+ (/ 1 z) (/ y t))))
(* z (+ (* -1 y) (/ (* t (- (/ (* x (log y)) t) 1)) z)))
(* z (+ (/ 1 z) (/ y t)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (/ (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) z)) (* x (log y))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* x (log y)) (/ (* (pow x 2) (pow (log y) 2)) (* z (log (- 1 y))))) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (log (- 1 y)))) (* -1 (/ (* (pow x 3) (pow (log y) 3)) (* z (pow (log (- 1 y)) 2))))) z)) (* x (log y))) z)))))
(* -1 (/ (+ (/ (* x (pow (log y) 2)) (log (- 1 y))) (/ (* (pow x 2) (pow (log y) 3)) (* z (pow (log (- 1 y)) 2)))) z))
(* -1 (/ (+ (* -1 (/ (- (* -1 (/ (* (pow x 3) (pow (log y) 4)) (* z (pow (log (- 1 y)) 3)))) (/ (* (pow x 2) (pow (log y) 3)) (pow (log (- 1 y)) 2))) z)) (/ (* x (pow (log y) 2)) (log (- 1 y)))) z))
(* -1 (/ (+ (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 4) (pow (log y) 5)) (* z (pow (log (- 1 y)) 4))) (* -1 (/ (* (pow x 3) (pow (log y) 4)) (pow (log (- 1 y)) 3)))) z)) (/ (* (pow x 2) (pow (log y) 3)) (pow (log (- 1 y)) 2))) z)) (/ (* x (pow (log y) 2)) (log (- 1 y)))) z))
(* -1 (/ (+ (/ x (log (- 1 y))) (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2)))) z))
(* -1 (/ (+ (* -1 (/ (- (* -1 (/ (* (pow x 3) (pow (log y) 2)) (* z (pow (log (- 1 y)) 3)))) (/ (* (pow x 2) (log y)) (pow (log (- 1 y)) 2))) z)) (/ x (log (- 1 y)))) z))
(* -1 (/ (+ (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 4) (pow (log y) 3)) (* z (pow (log (- 1 y)) 4))) (* -1 (/ (* (pow x 3) (pow (log y) 2)) (pow (log (- 1 y)) 3)))) z)) (/ (* (pow x 2) (log y)) (pow (log (- 1 y)) 2))) z)) (/ x (log (- 1 y)))) z))
(* -1 (* z (- (* -1 (/ (- (* x (log y)) t) z)) (* -1 y))))
(* -1 (* z (- (/ t z) (* -1 y))))
(* -1 (* z (+ (* -1 y) (* -1 (/ t z)))))
(* -1 (* y (* z (+ 1 (* -1 (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)))))))
(* -1 (* z (- (* -1 (/ (- (/ (* x (log y)) t) 1) z)) (* -1 (/ y t)))))
(* -1 (* z (+ y (* -1 (/ (* t (- (/ (* x (log y)) t) 1)) z)))))
(* -1 (* z (- (* -1 (/ y t)) (/ 1 z))))
(+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(+ (* -1 t) (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(- (* x (log y)) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(- (* -1 t) (* y z))
(+ (* -1 t) (* x (log y)))
(/ (- (* x (log y)) (* y z)) t)
(/ (- (+ (* -1 t) (* x (log y))) (* y z)) t)
(/ (+ t (* y z)) t)
(* t (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))) (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
(* t (- (* -1 (/ (* y z) t)) 1))
(* t (+ 1 (/ (* y z) t)))
-1
(* -1 (* t (+ 1 (* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))
(* -1 (* t (- (* -1 (/ (* y z) t)) 1)))
(* -1 (* t (+ 1 (* -1 (/ (* x (log y)) t)))))
(- (* -1 (/ (- (* -1 (* x (log y))) (* -1 (* y z))) t)) 1)
(* -1 (* t (- (+ 1 (* -1 (/ (* x (log y)) t))) (* -1 (/ (* y z) t)))))
Outputs
(- (* z (log (- 1 y))) t)
(-.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(-.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (*.f64 (log.f64 y) x)) t)
(- (+ (* x (+ (log y) (* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (* z (log (- 1 y)))) t)
(fma.f64 (fma.f64 (*.f64 #s(literal 0 binary64) (/.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) x (log.f64 y)) x (-.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) t))
(* z (log (- 1 y)))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
(+ (* x (log y)) (* z (log (- 1 y))))
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (*.f64 (log.f64 y) x))
(+ (* x (+ (log y) (/ (* x (pow (log y) 2)) (* z (log (- 1 y)))))) (* z (log (- 1 y))))
(fma.f64 (fma.f64 x (/.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) z) (log.f64 (-.f64 #s(literal 1 binary64) y))) (log.f64 y)) x (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(+ (* x (+ (log y) (* x (+ (/ (* x (pow (log y) 3)) (* (pow z 2) (pow (log (- 1 y)) 2))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (* z (log (- 1 y))))
(fma.f64 (fma.f64 (fma.f64 x (/.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (*.f64 z z)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64))) (/.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) x (log.f64 y)) x (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(* -1 (/ (* x (pow (log y) 2)) (* z (log (- 1 y)))))
(*.f64 (neg.f64 x) (/.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) z) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(* x (+ (* -1 (/ (* x (pow (log y) 3)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (* -1 (/ (pow (log y) 2) (* z (log (- 1 y)))))))
(*.f64 (*.f64 #s(literal -1 binary64) (fma.f64 x (/.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (*.f64 z z)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64))) (/.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) z) (log.f64 (-.f64 #s(literal 1 binary64) y))))) x)
(* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (* x (- (* -1 (/ (* x (pow (log y) 4)) (* (pow z 3) (pow (log (- 1 y)) 3)))) (/ (pow (log y) 3) (* (pow z 2) (pow (log (- 1 y)) 2)))))))
(*.f64 (fma.f64 (-.f64 (*.f64 (neg.f64 x) (/.f64 (pow.f64 (log.f64 y) #s(literal 4 binary64)) (pow.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 3 binary64)))) (/.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (*.f64 z z)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)))) x (neg.f64 (/.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) z) (log.f64 (-.f64 #s(literal 1 binary64) y))))) x)
(* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (* x (- (* x (- (* -1 (/ (* x (pow (log y) 5)) (* (pow z 4) (pow (log (- 1 y)) 4)))) (/ (pow (log y) 4) (* (pow z 3) (pow (log (- 1 y)) 3))))) (/ (pow (log y) 3) (* (pow z 2) (pow (log (- 1 y)) 2)))))))
(*.f64 (fma.f64 (-.f64 (*.f64 (-.f64 (neg.f64 (/.f64 (/.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 5 binary64)) x) (pow.f64 z #s(literal 4 binary64))) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 4 binary64)))) (/.f64 (pow.f64 (log.f64 y) #s(literal 4 binary64)) (pow.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 3 binary64)))) x) (/.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (*.f64 z z)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)))) x (neg.f64 (/.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) z) (log.f64 (-.f64 #s(literal 1 binary64) y))))) x)
(* -1 (/ x (* z (log (- 1 y)))))
(neg.f64 (/.f64 (/.f64 x z) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(* x (- (* -1 (/ (* x (log y)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (/ 1 (* z (log (- 1 y))))))
(*.f64 (-.f64 (*.f64 (neg.f64 x) (/.f64 (/.f64 (log.f64 y) (*.f64 z z)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) x)
(* x (- (* x (- (* -1 (/ (* x (pow (log y) 2)) (* (pow z 3) (pow (log (- 1 y)) 3)))) (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2))))) (/ 1 (* z (log (- 1 y))))))
(*.f64 (-.f64 (*.f64 (-.f64 (*.f64 (neg.f64 x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 3 binary64)))) (/.f64 (/.f64 (log.f64 y) (*.f64 z z)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)))) x) (/.f64 (/.f64 #s(literal 1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) x)
(* x (- (* x (- (* x (- (* -1 (/ (* x (pow (log y) 3)) (* (pow z 4) (pow (log (- 1 y)) 4)))) (/ (pow (log y) 2) (* (pow z 3) (pow (log (- 1 y)) 3))))) (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2))))) (/ 1 (* z (log (- 1 y))))))
(*.f64 (-.f64 (*.f64 (-.f64 (*.f64 (-.f64 (neg.f64 (/.f64 (/.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) x) (pow.f64 z #s(literal 4 binary64))) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 4 binary64)))) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 3 binary64)))) x) (/.f64 (/.f64 (log.f64 y) (*.f64 z z)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)))) x) (/.f64 (/.f64 #s(literal 1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) x)
(* -1 (+ t (* y z)))
(neg.f64 (fma.f64 z y t))
(- (* x (log y)) (+ t (* y z)))
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
(* -1 t)
(neg.f64 t)
(- (* x (log y)) t)
(-.f64 (*.f64 (log.f64 y) x) t)
(* -1 (+ 1 (/ (* y z) t)))
(neg.f64 (fma.f64 y (/.f64 z t) #s(literal 1 binary64)))
(- (/ (* x (log y)) t) (+ 1 (/ (* y z) t)))
(-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64)))
(* -1 (* t (+ 1 (/ (* y z) t))))
(*.f64 (neg.f64 (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)
(+ (* -1 (* t (+ 1 (/ (* y z) t)))) (* x (log y)))
(fma.f64 (neg.f64 (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t (*.f64 (log.f64 y) x))
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (+ (log y) (* -1 (/ (+ t (* -1 (* z (log (- 1 y))))) x))))
(*.f64 (fma.f64 (/.f64 (fma.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)) t) x) #s(literal -1 binary64) (log.f64 y)) x)
(* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y))))
(*.f64 (neg.f64 (/.f64 (*.f64 z z) x)) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (log.f64 y)))
(/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2))))) x)
(neg.f64 (/.f64 (fma.f64 (*.f64 z z) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (log.f64 y)) (/.f64 (pow.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 3 binary64)) (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x))) x))
(/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3)))))) x)
(/.f64 (fma.f64 (neg.f64 (*.f64 z z)) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (log.f64 y)) (fma.f64 (neg.f64 (/.f64 (pow.f64 z #s(literal 4 binary64)) (*.f64 x x))) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 4 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64))) (neg.f64 (/.f64 (pow.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 3 binary64)) (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x))))) x)
(/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (+ (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3)))) (* -1 (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* (pow x 3) (pow (log y) 4))))))) x)
(/.f64 (fma.f64 (neg.f64 (*.f64 z z)) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (log.f64 y)) (fma.f64 #s(literal -1 binary64) (fma.f64 (pow.f64 z #s(literal 4 binary64)) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 4 binary64)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 3 binary64)))) (*.f64 (pow.f64 z #s(literal 5 binary64)) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 5 binary64)) (*.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 4 binary64)))))) (neg.f64 (/.f64 (pow.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 3 binary64)) (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x))))) x)
(log y)
(log.f64 y)
(+ (log y) (/ (* z (log (- 1 y))) x))
(fma.f64 z (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) x) (log.f64 y))
(- (+ (log y) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (log y)))) (* -1 (/ (* z (log (- 1 y))) x)))
(-.f64 (fma.f64 (*.f64 z z) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 (*.f64 x x) (log.f64 y))) (log.f64 y)) (/.f64 (*.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y))) x))
(- (+ (log y) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* (pow x 3) (pow (log y) 2)))) (+ (* -1 (/ (* z (log (- 1 y))) x)) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (log y))))))
(-.f64 (+.f64 (/.f64 (pow.f64 (*.f64 z (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) x)) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (log.f64 y)) (fma.f64 (neg.f64 (*.f64 z z)) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 (*.f64 x x) (log.f64 y))) (/.f64 (*.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y))) x)))
(/ 1 (log y))
(/.f64 #s(literal 1 binary64) (log.f64 y))
(+ (/ 1 (log y)) (/ (* z (log (- 1 y))) (* x (pow (log y) 2))))
(fma.f64 (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 z x) (/.f64 #s(literal 1 binary64) (log.f64 y)))
(- (+ (/ 1 (log y)) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (pow (log y) 3)))) (* -1 (/ (* z (log (- 1 y))) (* x (pow (log y) 2)))))
(-.f64 (fma.f64 (*.f64 z z) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (log.f64 y))) (/.f64 (*.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y))) (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)))
(- (+ (/ 1 (log y)) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* (pow x 3) (pow (log y) 4)))) (+ (* -1 (/ (* z (log (- 1 y))) (* x (pow (log y) 2)))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (pow (log y) 3))))))
(-.f64 (+.f64 (/.f64 (pow.f64 (*.f64 z (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) x)) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 4 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y))) (fma.f64 (neg.f64 (*.f64 z z)) (/.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 3 binary64)))) (/.f64 (*.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y))) (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x))))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(*.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) t) x)) x)
(* x (+ (log y) (* -1 (/ (+ t (* y z)) x))))
(*.f64 (fma.f64 (/.f64 (fma.f64 z y t) x) #s(literal -1 binary64) (log.f64 y)) x)
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(*.f64 (fma.f64 z (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) x) (log.f64 y)) x)
(* x (+ (log y) (* -1 (/ t x))))
(*.f64 (fma.f64 (/.f64 t x) #s(literal -1 binary64) (log.f64 y)) x)
(/ (* x (log y)) t)
(/.f64 (*.f64 (log.f64 y) x) t)
(* x (+ (* -1 (/ (+ 1 (/ (* y z) t)) x)) (/ (log y) t)))
(*.f64 (+.f64 (/.f64 (log.f64 y) t) (/.f64 (neg.f64 (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) x)) x)
(* x (+ (log y) (* -1 (/ (* t (+ 1 (/ (* y z) t))) x))))
(*.f64 (fma.f64 t (/.f64 (neg.f64 (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) x) (log.f64 y)) x)
(* -1 (* x (+ (* -1 (log y)) (+ (* -1 (/ (* z (log (- 1 y))) x)) (/ t x)))))
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(neg.f64 (/.f64 (fma.f64 (/.f64 (-.f64 (*.f64 (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) z)) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)))) (/.f64 (*.f64 (*.f64 x x) (log.f64 y)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)))) z) #s(literal -1 binary64) (/.f64 x (log.f64 (-.f64 #s(literal 1 binary64) y)))) z))
(* -1 (/ (+ (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 4) (pow (log y) 3)) (* z (pow (log (- 1 y)) 4))) (* -1 (/ (* (pow x 3) (pow (log y) 2)) (pow (log (- 1 y)) 3)))) z)) (/ (* (pow x 2) (log y)) (pow (log (- 1 y)) 2))) z)) (/ x (log (- 1 y)))) z))
(neg.f64 (/.f64 (fma.f64 (/.f64 (-.f64 (neg.f64 (/.f64 (fma.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) z) (/.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 4 binary64))) (*.f64 #s(literal 1 binary64) (/.f64 (*.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64))))) z)) (/.f64 (*.f64 (*.f64 x x) (log.f64 y)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)))) z) #s(literal -1 binary64) (/.f64 x (log.f64 (-.f64 #s(literal 1 binary64) y)))) z))
(* -1 (* z (- (* -1 (/ (- (* x (log y)) t) z)) (* -1 y))))
(*.f64 (*.f64 #s(literal -1 binary64) (-.f64 (/.f64 (-.f64 (*.f64 (log.f64 y) x) t) z) y)) (neg.f64 z))
(* -1 (* z (- (/ t z) (* -1 y))))
(*.f64 (-.f64 (/.f64 t z) (neg.f64 y)) (neg.f64 z))
(* -1 (* z (+ (* -1 y) (* -1 (/ t z)))))
(*.f64 (*.f64 #s(literal -1 binary64) (+.f64 (/.f64 t z) y)) (neg.f64 z))
(* -1 (* y (* z (+ 1 (* -1 (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)))))))
(*.f64 (neg.f64 y) (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/4 binary64) y) #s(literal 1/3 binary64)) y) #s(literal 1/2 binary64)) y)) z))
(* -1 (* z (- (* -1 (/ (- (/ (* x (log y)) t) 1) z)) (* -1 (/ y t)))))
(*.f64 (-.f64 (neg.f64 (/.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) #s(literal 1 binary64)) z)) (/.f64 (neg.f64 y) t)) (neg.f64 z))
(* -1 (* z (+ y (* -1 (/ (* t (- (/ (* x (log y)) t) 1)) z)))))
(*.f64 (fma.f64 (neg.f64 t) (/.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) #s(literal 1 binary64)) z) y) (neg.f64 z))
(* -1 (* z (- (* -1 (/ y t)) (/ 1 z))))
(*.f64 (-.f64 (/.f64 (neg.f64 y) t) (/.f64 #s(literal 1 binary64) z)) (neg.f64 z))
(+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 z z)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (fma.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (log.f64 y) x)))
(+ (* -1 t) (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))
(fma.f64 #s(literal -1 binary64) t (/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 z z)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (fma.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (log.f64 y) x))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+.f64 (neg.f64 t) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (*.f64 (log.f64 y) x)))
(- (* x (log y)) (* y z))
(fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x))
(- (+ (* -1 t) (* x (log y))) (* y z))
(-.f64 (fma.f64 (log.f64 y) x (neg.f64 t)) (*.f64 z y))
(- (* -1 t) (* y z))
(neg.f64 (fma.f64 z y t))
(+ (* -1 t) (* x (log y)))
(fma.f64 (log.f64 y) x (neg.f64 t))
(/ (- (* x (log y)) (* y z)) t)
(/.f64 (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x)) t)
(/ (- (+ (* -1 t) (* x (log y))) (* y z)) t)
(/.f64 (-.f64 (fma.f64 (log.f64 y) x (neg.f64 t)) (*.f64 z y)) t)
(/ (+ t (* y z)) t)
(/.f64 (fma.f64 z y t) t)
(* t (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))) (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))) 1))
(*.f64 (-.f64 (/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 z z)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (*.f64 (fma.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (log.f64 y) x)) t)) #s(literal 1 binary64)) t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (*.f64 (log.f64 y) x)) t) #s(literal 1 binary64)) t)
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
(*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)
(* t (- (* -1 (/ (* y z) t)) 1))
(*.f64 (-.f64 (*.f64 (neg.f64 y) (/.f64 z t)) #s(literal 1 binary64)) t)
(* t (+ 1 (/ (* y z) t)))
(*.f64 (fma.f64 y (/.f64 z t) #s(literal 1 binary64)) t)
-1
#s(literal -1 binary64)
(* -1 (* t (+ 1 (* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(*.f64 (fma.f64 (/.f64 (/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 z z)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (fma.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (log.f64 y) x))) t) #s(literal -1 binary64) #s(literal 1 binary64)) (neg.f64 t))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(*.f64 (fma.f64 (/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (*.f64 (log.f64 y) x)) t) #s(literal -1 binary64) #s(literal 1 binary64)) (neg.f64 t))
(* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))
(*.f64 (+.f64 (/.f64 (fma.f64 (neg.f64 x) (log.f64 y) (*.f64 z y)) t) #s(literal 1 binary64)) (neg.f64 t))
(* -1 (* t (- (* -1 (/ (* y z) t)) 1)))
(*.f64 (-.f64 (*.f64 (neg.f64 y) (/.f64 z t)) #s(literal 1 binary64)) (neg.f64 t))
(* -1 (* t (+ 1 (* -1 (/ (* x (log y)) t)))))
(*.f64 (fma.f64 (neg.f64 x) (/.f64 (log.f64 y) t) #s(literal 1 binary64)) (neg.f64 t))
(- (* -1 (/ (- (* -1 (* x (log y))) (* -1 (* y z))) t)) 1)
(-.f64 (neg.f64 (/.f64 (fma.f64 (neg.f64 x) (log.f64 y) (*.f64 z y)) t)) #s(literal 1 binary64))
(* -1 (* t (- (+ 1 (* -1 (/ (* x (log y)) t))) (* -1 (/ (* y z) t)))))
(*.f64 (+.f64 (/.f64 (fma.f64 (neg.f64 x) (log.f64 y) (*.f64 z y)) t) #s(literal 1 binary64)) (neg.f64 t))

rewrite278.0ms (2.1%)

Memory
-9.9MiB live, 232.1MiB allocated; 63ms collecting garbage
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
059393
098393
1388384
22911384
08872384
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
25 → 244
Calls
Call 1
Inputs
(fma.f64 (*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) t))
(/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
(*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64)))
(/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
#s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))
(neg.f64 (fma.f64 z y t))
(fma.f64 z y t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
#s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))
(*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
#s(approx (- (* (log y) x) t) (neg.f64 t))
(-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)))
#s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t))
(*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)
(pow.f64 (log.f64 y) #s(literal 2 binary64))
(*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)))
(neg.f64 t)
(fma.f64 y (/.f64 z t) #s(literal 1 binary64))
(*.f64 (log.f64 y) x)
Outputs
(/.f64 (fma.f64 (pow.f64 (/.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) #s(literal 3 binary64)) (fma.f64 (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) t) (-.f64 (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) t) (/.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) (pow.f64 (/.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) #s(literal 2 binary64))) (*.f64 (fma.f64 (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) t) (-.f64 (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) t) (/.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) (pow.f64 (/.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) #s(literal 2 binary64))) (pow.f64 (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) t) #s(literal 3 binary64)))) (*.f64 (fma.f64 (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) t) (-.f64 (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) t) (/.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) (pow.f64 (/.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) #s(literal 2 binary64))) (fma.f64 (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) t) (-.f64 (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) t) (/.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) (pow.f64 (/.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) #s(literal 2 binary64)))))
(/.f64 (fma.f64 (*.f64 (neg.f64 x) (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)) (neg.f64 (+.f64 t (/.f64 (neg.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))))) (*.f64 (neg.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (neg.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) #s(literal 2 binary64)) (*.f64 t t))))) (*.f64 (neg.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (neg.f64 (+.f64 t (/.f64 (neg.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))))))
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(/.f64 (+.f64 (pow.f64 (*.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) z) #s(literal 3 binary64)) (*.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal -1/8 binary64))) (+.f64 (pow.f64 (*.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) z) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 #s(literal -1/2 binary64) z) #s(literal 2 binary64)) (*.f64 (*.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) z) (*.f64 #s(literal -1/2 binary64) z)))))
(fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z))
(fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) z (*.f64 #s(literal -1/2 binary64) z))
(fma.f64 #s(literal -1/2 binary64) z (*.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) z))
(fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (*.f64 z y) (*.f64 #s(literal -1/2 binary64) z))
(fma.f64 (*.f64 z y) (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (*.f64 #s(literal -1/2 binary64) z))
(fma.f64 z (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) (*.f64 #s(literal -1/2 binary64) z))
(fma.f64 z #s(literal -1/2 binary64) (*.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) z))
(fma.f64 y (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) z) (*.f64 #s(literal -1/2 binary64) z))
(-.f64 (*.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) z) (*.f64 #s(literal 1/2 binary64) z))
(-.f64 (*.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) z) (*.f64 (neg.f64 z) #s(literal -1/2 binary64)))
(+.f64 (*.f64 #s(literal -1/2 binary64) z) (*.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) z))
(+.f64 (*.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) z) (*.f64 #s(literal -1/2 binary64) z))
(neg.f64 t)
(/.f64 (fma.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 3 binary64)) (-.f64 (+.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 2 binary64)) #s(literal 1 binary64)) (*.f64 (/.f64 z t) y)) (*.f64 (-.f64 (+.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 2 binary64)) #s(literal 1 binary64)) (*.f64 (/.f64 z t) y)) #s(literal 1 binary64))) (pow.f64 (-.f64 (+.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 2 binary64)) #s(literal 1 binary64)) (*.f64 (/.f64 z t) y)) #s(literal 2 binary64)))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 2 binary64))) (-.f64 #s(literal 1 binary64) (*.f64 (/.f64 z t) y)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 2 binary64)) #s(literal 1 binary64))) (neg.f64 (-.f64 (*.f64 (/.f64 z t) y) #s(literal 1 binary64))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 3 binary64)) #s(literal 1 binary64))) (neg.f64 (-.f64 (+.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 2 binary64)) #s(literal 1 binary64)) (*.f64 (/.f64 z t) y))))
(/.f64 (-.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 2 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (/.f64 z t) y) #s(literal 1 binary64)))
(/.f64 (+.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 3 binary64)) #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) (-.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 2 binary64)) (*.f64 (/.f64 z t) y))))
(/.f64 (+.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 3 binary64)) #s(literal 1 binary64)) (-.f64 (+.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 2 binary64)) #s(literal 1 binary64)) (*.f64 (/.f64 z t) y)))
(fma.f64 (*.f64 (/.f64 z t) y) #s(literal 1 binary64) #s(literal 1 binary64))
(fma.f64 (/.f64 z t) y #s(literal 1 binary64))
(fma.f64 #s(literal 1 binary64) (*.f64 (/.f64 z t) y) #s(literal 1 binary64))
(fma.f64 z (/.f64 y t) #s(literal 1 binary64))
(fma.f64 y (*.f64 (/.f64 z t) #s(literal 1 binary64)) #s(literal 1 binary64))
(fma.f64 y (/.f64 z t) #s(literal 1 binary64))
(-.f64 (/.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 2 binary64)) (-.f64 (*.f64 (/.f64 z t) y) #s(literal 1 binary64))) (pow.f64 (-.f64 (*.f64 (/.f64 z t) y) #s(literal 1 binary64)) #s(literal -1 binary64)))
(-.f64 #s(literal 1 binary64) (*.f64 (neg.f64 (/.f64 z t)) y))
(-.f64 #s(literal 1 binary64) (*.f64 (neg.f64 y) (/.f64 z t)))
(+.f64 (/.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 3 binary64)) (-.f64 (+.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 2 binary64)) #s(literal 1 binary64)) (*.f64 (/.f64 z t) y))) (pow.f64 (-.f64 (+.f64 (pow.f64 (*.f64 (/.f64 z t) y) #s(literal 2 binary64)) #s(literal 1 binary64)) (*.f64 (/.f64 z t) y)) #s(literal -1 binary64)))
(+.f64 (*.f64 (/.f64 z t) y) #s(literal 1 binary64))
(+.f64 #s(literal 1 binary64) (*.f64 (/.f64 z t) y))
(*.f64 (log.f64 y) x)
(*.f64 x (log.f64 y))
(+.f64 (log.f64 (pow.f64 y (/.f64 x #s(literal 2 binary64)))) (log.f64 (pow.f64 y (/.f64 x #s(literal 2 binary64)))))
(log.f64 (pow.f64 y x))

eval158.0ms (1.2%)

Memory
16.1MiB live, 204.5MiB allocated; 19ms collecting garbage
Compiler

Compiled 37 813 to 3 236 computations (91.4% saved)

prune55.0ms (0.4%)

Memory
13.2MiB live, 59.7MiB allocated; 2ms collecting garbage
Pruning

25 alts after pruning (21 fresh and 4 done)

PrunedKeptTotal
New57510585
Fresh41115
Picked235
Done011
Total58125606
Accuracy
100.0%
Counts
606 → 25
Alt Table
Click to see full alt table
StatusAccuracyProgram
87.5%
(fma.f64 (*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x (-.f64 #s(approx (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t))
✓60.0%
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
71.5%
(-.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) #s(approx (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/.f64 (*.f64 (*.f64 y y) (*.f64 z z)) (*.f64 (neg.f64 x) (log.f64 y))))) t)
52.4%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (/.f64 (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))) #s(literal 2 binary64))) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))))) z)) t)
89.7%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (+ (* (/ (log y) z) x) (log (- 1 y))) (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y))) z)) t)
77.4%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (+ (* (/ (log y) z) x) (log (- 1 y))) (*.f64 (log.f64 y) (/.f64 x z))) z)) t)
46.0%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
59.5%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
59.7%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y) y (*.f64 (neg.f64 z) y)))) t)
✓59.7%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
59.7%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
32.8%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 #s(approx (+ (* (* z (+ (* -1/4 y) -1/3)) y) (* -1/2 z)) (*.f64 (fma.f64 #s(literal -1/4 binary64) z (/.f64 (fma.f64 (/.f64 z y) #s(literal 1/2 binary64) (*.f64 #s(literal 1/3 binary64) z)) (neg.f64 y))) (*.f64 y y))) y (neg.f64 z)) y))) t)
17.4%
#s(approx (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) t) (/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 z z)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (fma.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (log.f64 y) x))))
86.7%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
✓47.1%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
53.9%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x))))
43.6%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) #s(approx (+ (* y (/ z t)) 1) (/.f64 (*.f64 z y) t))) t)))
80.0%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (-.f64 (/.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) #s(literal 1 binary64)) z) (/.f64 y t)) z)) t)))
62.2%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (-.f64 (-.f64 (/.f64 (*.f64 (*.f64 #s(literal 1 binary64) (log.f64 y)) x) (*.f64 t y)) (/.f64 #s(literal 1 binary64) y)) (/.f64 z t)) y)) t)))
79.4%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (+.f64 (/.f64 (log.f64 y) t) (/.f64 (neg.f64 (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) x)) x)) t)))
8.7%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (neg.f64 y) (/.f64 z t))) t)))
✓59.1%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
48.8%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
41.3%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
14.5%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
Compiler

Compiled 2 849 to 1 013 computations (64.4% saved)

regimes112.0ms (0.8%)

Memory
-3.6MiB live, 87.5MiB allocated; 7ms collecting garbage
Counts
47 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (neg.f64 y) (/.f64 z t))) t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y) y (*.f64 (neg.f64 y) z)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y) y (*.f64 (neg.f64 z) y)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 #s(approx (+ (* (* z (+ (* -1/4 y) -1/3)) y) (* -1/2 z)) (*.f64 (fma.f64 #s(literal -1/4 binary64) z (/.f64 (fma.f64 (/.f64 z y) #s(literal 1/2 binary64) (*.f64 #s(literal 1/3 binary64) z)) (neg.f64 y))) (*.f64 y y))) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (+ (* (/ (log y) z) x) (log (- 1 y))) (*.f64 (log.f64 y) (/.f64 x z))) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (+ (* (/ (log y) z) x) (log (- 1 y))) (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y))) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) #s(approx (+ (* y (/ z t)) 1) (/.f64 (*.f64 z y) t))) t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (+.f64 (/.f64 (log.f64 y) t) (/.f64 (neg.f64 (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) x)) x)) t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (-.f64 (/.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) #s(literal 1 binary64)) z) (/.f64 y t)) z)) t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (-.f64 (-.f64 (/.f64 (*.f64 (*.f64 #s(literal 1 binary64) (log.f64 y)) x) (*.f64 t y)) (/.f64 #s(literal 1 binary64) y)) (/.f64 z t)) y)) t)))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 #s(approx (- 1 y) #s(literal 1 binary64)))) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) t)
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (*.f64 (fma.f64 (/.f64 (log.f64 y) t) x #s(literal -1 binary64)) t)))
(/.f64 (fma.f64 (neg.f64 t) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)))
(fma.f64 (*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x (-.f64 #s(approx (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (log (+ 1 (neg y))) (neg z)) (* (log y) x))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t))
(-.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) #s(approx (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/.f64 (*.f64 (*.f64 y y) (*.f64 z z)) (*.f64 (neg.f64 x) (log.f64 y))))) t)
#s(approx (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (/ (neg (pow (* (log (+ 1 (neg y))) z) 2)) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) t) (/.f64 (fma.f64 #s(literal -1 binary64) (*.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64)) (*.f64 z z)) (*.f64 (*.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (fma.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (/.f64 (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))) #s(literal 2 binary64))) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))))) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (/.f64 (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64))) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y)))) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (/.f64 (*.f64 (-.f64 (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64))) z) (-.f64 (*.f64 (/.f64 (log.f64 y) z) x) (log.f64 (-.f64 #s(literal 1 binary64) y))))) t)
(-.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) t)
(-.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (/.f64 (*.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) t)
(fma.f64 (*.f64 (/.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x (-.f64 (/.f64 (neg.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 (log.f64 y) x))) t))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (/.f64 (*.f64 (+.f64 (pow.f64 (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64))) z) (fma.f64 (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))) (-.f64 (log.f64 #s(approx (- 1 y) #s(literal 1 binary64))) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64))))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (/.f64 (*.f64 (+.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 3 binary64))) z) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (*.f64 (/.f64 (log.f64 y) z) x)) (pow.f64 (*.f64 (/.f64 (log.f64 y) z) x) #s(literal 2 binary64))))) t)
(*.f64 (/.f64 (fma.f64 (neg.f64 t) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))) (+.f64 (pow.f64 t #s(literal 3 binary64)) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 3 binary64)))) (fma.f64 t (-.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))))
Outputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
Calls

6 calls:

39.0ms
t
23.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
12.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
12.0ms
z
12.0ms
x
Results
AccuracySegmentsBranch
99.9%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.9%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.9%1x
99.9%1y
99.9%1z
99.9%1t
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes110.0ms (0.8%)

Memory
-20.8MiB live, 79.0MiB allocated; 36ms collecting garbage
Counts
29 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (neg.f64 y) (/.f64 z t))) t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y) y (*.f64 (neg.f64 y) z)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y) y (*.f64 (neg.f64 z) y)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 #s(approx (+ (* (* z (+ (* -1/4 y) -1/3)) y) (* -1/2 z)) (*.f64 (fma.f64 #s(literal -1/4 binary64) z (/.f64 (fma.f64 (/.f64 z y) #s(literal 1/2 binary64) (*.f64 #s(literal 1/3 binary64) z)) (neg.f64 y))) (*.f64 y y))) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (+ (* (/ (log y) z) x) (log (- 1 y))) (*.f64 (log.f64 y) (/.f64 x z))) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (+ (* (/ (log y) z) x) (log (- 1 y))) (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y))) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) #s(approx (+ (* y (/ z t)) 1) (/.f64 (*.f64 z y) t))) t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (+.f64 (/.f64 (log.f64 y) t) (/.f64 (neg.f64 (fma.f64 y (/.f64 z t) #s(literal 1 binary64))) x)) x)) t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (-.f64 (/.f64 (-.f64 (/.f64 (*.f64 (log.f64 y) x) t) #s(literal 1 binary64)) z) (/.f64 y t)) z)) t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (-.f64 (-.f64 (/.f64 (*.f64 (*.f64 #s(literal 1 binary64) (log.f64 y)) x) (*.f64 t y)) (/.f64 #s(literal 1 binary64) y)) (/.f64 z t)) y)) t)))
Outputs
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
Calls

6 calls:

47.0ms
t
30.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
8.0ms
x
8.0ms
z
8.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
Results
AccuracySegmentsBranch
99.6%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.6%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.6%1x
99.6%1y
99.6%1z
99.6%1t
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes70.0ms (0.5%)

Memory
-4.2MiB live, 41.0MiB allocated; 7ms collecting garbage
Counts
23 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (neg.f64 y) (/.f64 z t))) t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y) y (*.f64 (neg.f64 y) z)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y) y (*.f64 (neg.f64 z) y)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 #s(approx (+ (* (* z (+ (* -1/4 y) -1/3)) y) (* -1/2 z)) (*.f64 (fma.f64 #s(literal -1/4 binary64) z (/.f64 (fma.f64 (/.f64 z y) #s(literal 1/2 binary64) (*.f64 #s(literal 1/3 binary64) z)) (neg.f64 y))) (*.f64 y y))) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (+ (* (/ (log y) z) x) (log (- 1 y))) (*.f64 (log.f64 y) (/.f64 x z))) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (+ (* (/ (log y) z) x) (log (- 1 y))) (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y))) z)) t)
Outputs
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
Calls

6 calls:

37.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
6.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms
t
6.0ms
x
6.0ms
z
Results
AccuracySegmentsBranch
99.4%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.4%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.4%1x
99.4%1y
99.4%1z
99.4%1t
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes44.0ms (0.3%)

Memory
1.4MiB live, 48.1MiB allocated; 4ms collecting garbage
Counts
21 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (neg.f64 y) (/.f64 z t))) t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y) y (*.f64 (neg.f64 y) z)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y) y (*.f64 (neg.f64 z) y)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 #s(approx (+ (* (* z (+ (* -1/4 y) -1/3)) y) (* -1/2 z)) (*.f64 (fma.f64 #s(literal -1/4 binary64) z (/.f64 (fma.f64 (/.f64 z y) #s(literal 1/2 binary64) (*.f64 #s(literal 1/3 binary64) z)) (neg.f64 y))) (*.f64 y y))) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (+ (* (/ (log y) z) x) (log (- 1 y))) (*.f64 (log.f64 y) (/.f64 x z))) z)) t)
Outputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
Calls

6 calls:

13.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms
t
6.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
6.0ms
x
6.0ms
y
Results
AccuracySegmentsBranch
99.0%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.0%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.0%1x
99.0%1y
99.0%1z
99.0%1t
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes42.0ms (0.3%)

Memory
3.3MiB live, 58.0MiB allocated; 7ms collecting garbage
Counts
19 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (neg.f64 y) (/.f64 z t))) t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y) y (*.f64 (neg.f64 y) z)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y) y (*.f64 (neg.f64 z) y)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 #s(approx (+ (* (* z (+ (* -1/4 y) -1/3)) y) (* -1/2 z)) (*.f64 (fma.f64 #s(literal -1/4 binary64) z (/.f64 (fma.f64 (/.f64 z y) #s(literal 1/2 binary64) (*.f64 #s(literal 1/3 binary64) z)) (neg.f64 y))) (*.f64 y y))) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x))))
Outputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
Calls

6 calls:

13.0ms
x
5.0ms
t
5.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
5.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
5.0ms
z
Results
AccuracySegmentsBranch
92.2%3(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
90.5%3(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
92.2%3x
86.7%1y
90.3%2z
92.7%3t
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes12.0ms (0.1%)

Memory
21.6MiB live, 21.6MiB allocated; 0ms collecting garbage
Counts
18 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (neg.f64 y) (/.f64 z t))) t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y) y (*.f64 (neg.f64 y) z)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y) y (*.f64 (neg.f64 z) y)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 #s(approx (+ (* (* z (+ (* -1/4 y) -1/3)) y) (* -1/2 z)) (*.f64 (fma.f64 #s(literal -1/4 binary64) z (/.f64 (fma.f64 (/.f64 z y) #s(literal 1/2 binary64) (*.f64 #s(literal 1/3 binary64) z)) (neg.f64 y))) (*.f64 y y))) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (- (* (log y) x) t) (neg.f64 t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
Outputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))
Calls

2 calls:

5.0ms
t
5.0ms
x
Results
AccuracySegmentsBranch
92.2%3x
86.7%1t
Compiler

Compiled 2 to 8 computations (-300% saved)

regimes32.0ms (0.2%)

Memory
-20.2MiB live, 70.6MiB allocated; 5ms collecting garbage
Counts
15 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (neg.f64 y) (/.f64 z t))) t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y) y (*.f64 (neg.f64 y) z)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) z) y) y (*.f64 (neg.f64 z) y)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 #s(approx (+ (* (* z (+ (* -1/4 y) -1/3)) y) (* -1/2 z)) (*.f64 (fma.f64 #s(literal -1/4 binary64) z (/.f64 (fma.f64 (/.f64 z y) #s(literal 1/2 binary64) (*.f64 #s(literal 1/3 binary64) z)) (neg.f64 y))) (*.f64 y y))) y (neg.f64 z)) y))) t)
Outputs
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y) y (*.f64 (neg.f64 y) z)))) t)
Calls

6 calls:

7.0ms
x
6.0ms
t
5.0ms
z
4.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
Results
AccuracySegmentsBranch
59.7%1y
59.7%1t
59.7%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
59.7%1z
59.7%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
59.7%1x
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes26.0ms (0.2%)

Memory
12.8MiB live, 58.4MiB allocated; 4ms collecting garbage
Counts
12 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (neg.f64 y) (/.f64 z t))) t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
Outputs
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
Calls

6 calls:

6.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms
t
4.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
4.0ms
x
4.0ms
z
Results
AccuracySegmentsBranch
59.7%1y
59.7%1x
59.7%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
59.7%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
59.7%1t
59.7%1z
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes68.0ms (0.5%)

Memory
-2.3MiB live, 51.6MiB allocated; 5ms collecting garbage
Counts
10 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (neg.f64 y) (/.f64 z t))) t)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (neg.f64 z) y)) y) y))) t)
Outputs
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
Calls

6 calls:

51.0ms
t
3.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
3.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
3.0ms
x
3.0ms
z
Results
AccuracySegmentsBranch
59.7%1y
59.7%1x
59.7%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
59.7%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
59.7%1t
59.7%1z
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes171.0ms (1.3%)

Memory
-19.4MiB live, 26.3MiB allocated; 2ms collecting garbage
Counts
8 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t z) y) z)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 #s(approx (- (/ (* (log y) x) t) (+ (* y (/ z t)) 1)) (*.f64 (neg.f64 y) (/.f64 z t))) t)))
Outputs
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
Calls

6 calls:

156.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
3.0ms
t
3.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
3.0ms
x
3.0ms
z
Results
AccuracySegmentsBranch
59.5%1y
59.5%1x
59.5%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
59.5%1t
59.5%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
59.5%1z
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes12.0ms (0.1%)

Memory
20.5MiB live, 20.5MiB allocated; 0ms collecting garbage
Counts
4 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (neg.f64 y) z))) t)
Outputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
Calls

6 calls:

2.0ms
y
2.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms
t
2.0ms
z
Results
AccuracySegmentsBranch
59.1%1y
59.1%1x
59.1%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
59.1%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
59.1%1t
59.1%1z
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes12.0ms (0.1%)

Memory
-27.0MiB live, 20.2MiB allocated; 1ms collecting garbage
Counts
2 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
Outputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
Calls

6 calls:

5.0ms
y
1.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
1.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
1.0ms
z
1.0ms
t
Results
AccuracySegmentsBranch
47.1%1y
47.1%1x
53.2%3t
47.1%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
51.0%3(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
50.3%2z
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes5.0ms (0%)

Memory
12.5MiB live, 12.5MiB allocated; 0ms collecting garbage
Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

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

4 calls:

1.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
1.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
1.0ms
t
1.0ms
z
Results
AccuracySegmentsBranch
47.1%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
47.1%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
47.1%1z
47.1%1t
Compiler

Compiled 26 to 31 computations (-19.2% saved)

bsearch202.0ms (1.5%)

Memory
28.9MiB live, 75.2MiB allocated; 3ms collecting garbage
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
11.0ms
5.274681976904809e-110
7.755571362802742e-110
187.0ms
-1.3036219144082578e-68
-2.9203308870223556e-74
Samples
180.0ms72×1valid
10.0ms120×0valid
Compiler

Compiled 652 to 499 computations (23.5% saved)

Precisions
Click to see histograms. Total time spent on operations: 183.0ms
ival-log: 173.0ms (94.4% of total)
adjust: 3.0ms (1.6% of total)
ival-mult: 3.0ms (1.6% of total)
ival-sub: 2.0ms (1.1% of total)
ival-add: 1.0ms (0.5% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

bsearch115.0ms (0.9%)

Memory
-33.9MiB live, 108.9MiB allocated; 17ms collecting garbage
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
39.0ms
1.4796624750630699e-168
4.2929703016300105e-168
42.0ms
-7.038209898907598e-16
-3.145429684850402e-26
Samples
55.0ms109×1valid
13.0ms131×0valid
Compiler

Compiled 811 to 619 computations (23.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 57.0ms
ival-log: 39.0ms (67.8% of total)
adjust: 6.0ms (10.4% of total)
ival-mult: 6.0ms (10.4% of total)
ival-sub: 4.0ms (7% of total)
ival-add: 2.0ms (3.5% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

bsearch75.0ms (0.6%)

Memory
8.3MiB live, 54.2MiB allocated; 6ms collecting garbage
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
1.0ms
5.274681976904809e-110
7.755571362802742e-110
70.0ms
-1.1775276845727773e-66
-1.3036219144082578e-68
Samples
33.0ms65×0valid
30.0ms47×1valid
Compiler

Compiled 526 to 389 computations (26% saved)

Precisions
Click to see histograms. Total time spent on operations: 32.0ms
ival-log: 21.0ms (65.3% of total)
adjust: 4.0ms (12.4% of total)
ival-mult: 4.0ms (12.4% of total)
ival-sub: 3.0ms (9.3% of total)
ival-add: 1.0ms (3.1% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

simplify112.0ms (0.8%)

Memory
-12.5MiB live, 47.5MiB allocated; 11ms collecting garbage
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0101464
1166464
2267464
3495464
41260464
52035464
62452464
72669464
82992464
93643464
104276464
116993464
127874464
Stop Event
1×node limit
Calls
Call 1
Inputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -8912032396463377/254629497041810760783555711051172270131433549208242031329517556169297662470417088272924672 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t))) (if (<=.f64 t #s(literal 5076909840309109/84615164005151820665845159428194693098035799419427996068435045795123941278247852265624218936283556460491675139202989862944768 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))))
(if (<=.f64 x #s(literal -359338179468511/10889035741470030830827987437816582766592 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t))) (if (<=.f64 x #s(literal 823263888865989/265568996408383549344794103276234313664796558863515961599722069100201779930426121369581251132614642834444664743123250507673289668826353619704759989383293675971915635417696609515864064 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y) y (*.f64 (neg.f64 y) z)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -1639126877815459/121416805764108066932466369176469931665150427440758720078238275608681517825325531136 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 5076909840309109/84615164005151820665845159428194693098035799419427996068435045795123941278247852265624218936283556460491675139202989862944768 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y))))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
Outputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (log.f64 y) x (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -8912032396463377/254629497041810760783555711051172270131433549208242031329517556169297662470417088272924672 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t))) (if (<=.f64 t #s(literal 5076909840309109/84615164005151820665845159428194693098035799419427996068435045795123941278247852265624218936283556460491675139202989862944768 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))))
(if (or (<=.f64 t #s(literal -8912032396463377/254629497041810760783555711051172270131433549208242031329517556169297662470417088272924672 binary64)) (not (<=.f64 t #s(literal 5076909840309109/84615164005151820665845159428194693098035799419427996068435045795123941278247852265624218936283556460491675139202989862944768 binary64)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x)))))
(if (<=.f64 x #s(literal -359338179468511/10889035741470030830827987437816582766592 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t))) (if (<=.f64 x #s(literal 823263888865989/265568996408383549344794103276234313664796558863515961599722069100201779930426121369581251132614642834444664743123250507673289668826353619704759989383293675971915635417696609515864064 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t)))))
(if (or (<=.f64 x #s(literal -359338179468511/10889035741470030830827987437816582766592 binary64)) (not (<=.f64 x #s(literal 823263888865989/265568996408383549344794103276234313664796558863515961599722069100201779930426121369581251132614642834444664743123250507673289668826353619704759989383293675971915635417696609515864064 binary64)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 t))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (fma.f64 (*.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y) y (*.f64 (neg.f64 y) z)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (log y) x) (* (* z (+ (* -1/2 y) -1)) y)) (*.f64 (*.f64 z y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -1639126877815459/121416805764108066932466369176469931665150427440758720078238275608681517825325531136 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 5076909840309109/84615164005151820665845159428194693098035799419427996068435045795123941278247852265624218936283556460491675139202989862944768 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y))))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
(if (or (<=.f64 t #s(literal -1639126877815459/121416805764108066932466369176469931665150427440758720078238275608681517825325531136 binary64)) (not (<=.f64 t #s(literal 5076909840309109/84615164005151820665845159428194693098035799419427996068435045795123941278247852265624218936283556460491675139202989862944768 binary64)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y))))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

derivations1.5s (11.1%)

Memory
13.6MiB live, 1 054.8MiB allocated; 249ms collecting garbage
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0102713627
1384912928
0805812363
055449
094449
1375413
22772413
08359408
02951909
110371732
241111654
083991563
0127112255
1476211764
0822911346
01921095
1651990
22494926
08329875
01240
01940
17138
252038
3686338
0943334
Stop Event
1×fuel
1×iter limit
1×node limit
1×iter limit
1×iter limit
1×node limit
1×iter limit
1×node limit
1×iter limit
1×node limit
1×iter limit
1×node limit
1×iter limit
1×iter limit
1×node limit
Compiler

Compiled 464 to 105 computations (77.4% saved)

preprocess142.0ms (1.1%)

Memory
9.9MiB live, 196.9MiB allocated; 22ms collecting garbage
Compiler

Compiled 1 016 to 278 computations (72.6% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

Profiling

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