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

Time bar (total: 13.9s)

start0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

analyze104.0ms (0.7%)

Memory
-0.2MiB live, 117.4MiB allocated
Algorithm
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)

sample2.8s (19.9%)

Memory
-93.2MiB live, 3 215.2MiB allocated
Samples
1.3s2 409×1valid
946.0ms5 847×0valid
0.0ms0invalid
Precisions
Click to see histograms. Total time spent on operations: 1.7s
ival-log: 1.1s (61.7% of total)
ival-mult: 263.0ms (15.2% of total)
ival-sub: 239.0ms (13.8% of total)
ival-add: 78.0ms (4.5% of total)
adjust: 67.0ms (3.9% of total)
ival-true: 7.0ms (0.4% of total)
exact: 5.0ms (0.3% of total)
ival-assert: 4.0ms (0.2% of total)
Bogosity

explain308.0ms (2.2%)

Memory
16.6MiB live, 612.4MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
2560-0-(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))sensitivity2560
Confusion
Predicted +Predicted -
+420
-2140
Precision
0.1640625
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+4200
-21400
Precision?
0.1640625
Recall?
1.0
Freqs
test
numberfreq
1256
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
148.0ms396×1valid
52.0ms98×2valid
2.0ms18×0valid
Compiler

Compiled 161 to 52 computations (67.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 168.0ms
ival-log: 107.0ms (63.8% of total)
ival-sub: 21.0ms (12.5% of total)
adjust: 17.0ms (10.1% of total)
ival-mult: 14.0ms (8.3% of total)
ival-add: 7.0ms (4.2% of total)
ival-true: 1.0ms (0.6% of total)
ival-assert: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

preprocess156.0ms (1.1%)

Memory
18.2MiB live, 54.3MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
064196
1148188
2371185
3987185
41995185
53007185
63660185
73863185
83906185
93916185
103922185
114005185
124061185
134085185
144085185
01213
01913
13013
24313
36613
410213
517113
631313
751813
868813
974413
1077013
077011
Stop Event
iter limit
saturated
iter limit
saturated
Calls
Call 1
Inputs
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
Outputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
Compiler

Compiled 13 to 12 computations (7.7% saved)

eval0.0ms (0%)

Memory
0.4MiB live, 0.4MiB allocated
Compiler

Compiled 0 to 4 computations (-∞% saved)

prune1.0ms (0%)

Memory
1.2MiB live, 1.2MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
85.5%
(-.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)

simplify23.0ms (0.2%)

Memory
-16.2MiB live, 21.4MiB allocated
Algorithm
egg-herbie
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
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-diff64
(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff128
(+.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
13048
24348
36648
410248
517148
631348
751848
868848
974448
1077048
077042
Stop Event
iter limit
saturated
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
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
x
(log.f64 y)
y
(*.f64 (log1p.f64 (neg.f64 y)) z)
z
(log1p.f64 (neg.f64 y))
(-.f64 #s(literal 1 binary64) y)
#s(literal 1 binary64)
t

localize117.0ms (0.8%)

Memory
-14.7MiB live, 145.0MiB allocated
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
accuracy0.0078125
(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy0.01171875
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy0.2578125
(*.f64 x (log.f64 y))
accuracy59.35718235126797
(log.f64 (-.f64 #s(literal 1 binary64) y))
Samples
75.0ms198×1valid
26.0ms49×2valid
1.0ms0valid
Compiler

Compiled 98 to 26 computations (73.5% saved)

Precisions
Click to see histograms. Total time spent on operations: 75.0ms
ival-log: 52.0ms (69.5% of total)
adjust: 7.0ms (9.4% of total)
ival-mult: 7.0ms (9.4% of total)
ival-sub: 5.0ms (6.7% of total)
ival-add: 2.0ms (2.7% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series179.0ms (1.3%)

Memory
11.7MiB live, 221.5MiB allocated
Counts
5 → 144
Calls
Call 1
Inputs
#s(alt #<batchref> (patch (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (log.f64 (-.f64 #s(literal 1 binary64) y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))) #<representation binary64>) () ())
Outputs
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf t) (#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
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#s(alt #<batchref> (taylor inf t) (#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
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#s(alt #<batchref> (taylor -inf t) (#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf t) (#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
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#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) #<representation binary64>) () ())) ())
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#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
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#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) #<representation binary64>) () ())) ())
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#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))) #<representation binary64>) () ())) ())
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#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (log.f64 (-.f64 #s(literal 1 binary64) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (log.f64 (-.f64 #s(literal 1 binary64) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (log.f64 (-.f64 #s(literal 1 binary64) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (log.f64 (-.f64 #s(literal 1 binary64) y)) #<representation binary64>) () ())) ())
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#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())) ())
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Calls

12 calls:

TimeVariablePointExpression
50.0ms
z
@0
((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
34.0ms
x
@0
((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
17.0ms
x
@inf
((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
16.0ms
y
@0
((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
13.0ms
y
@-inf
((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))

simplify201.0ms (1.4%)

Memory
-8.9MiB live, 183.6MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01921688
15851578
217841526
351941494
083151337
Stop Event
iter limit
node limit
Counts
144 → 144
Calls
Call 1
Inputs
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* x (log y))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* x (log y))
(+ (* -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)
(* 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 (* 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)
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* -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)))))))))
(+ (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)))) (* 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 (* x (log (/ 1 y))))
(* -1 (* x (log (/ 1 y))))
(* -1 (* x (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 (* 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 (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)))) (* 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)))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(* x (+ (log -1) (* -1 (log (/ -1 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)))
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* 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)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (log y))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
Outputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(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 (log.f64 y) x) t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(neg.f64 t)
(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 (log.f64 y) x) t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(neg.f64 t)
(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 (log.f64 y) x) t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(*.f64 (log.f64 y) x)
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(-.f64 (*.f64 (log.f64 y) x) t)
(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 (log.f64 y) x) t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(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 (log.f64 y) x) t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(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 (log.f64 y) x) t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
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(*.f64 (log.f64 y) x)
(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
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(fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (*.f64 (log.f64 y) x))
(neg.f64 y)
(*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)
(*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)
(*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)
(-.f64 (*.f64 (log.f64 y) x) t)
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
(fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (-.f64 (*.f64 (log.f64 y) x) t))
(fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (-.f64 (*.f64 (log.f64 y) x) t))
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (neg.f64 y) z)
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(*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) z) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)
(fma.f64 (log.f64 y) (+.f64 z x) (*.f64 (log.f64 #s(literal -1 binary64)) z))
(fma.f64 (log.f64 #s(literal -1 binary64)) z (fma.f64 (log.f64 y) (+.f64 z x) (/.f64 (neg.f64 z) y)))
(fma.f64 (/.f64 z y) (-.f64 #s(literal -1 binary64) (/.f64 #s(literal 1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 z x) (*.f64 (log.f64 #s(literal -1 binary64)) z)))
(fma.f64 (/.f64 (/.f64 z y) y) (-.f64 #s(literal -1/2 binary64) (/.f64 #s(literal 1/3 binary64) y)) (fma.f64 (log.f64 #s(literal -1 binary64)) z (fma.f64 (log.f64 y) (+.f64 z x) (/.f64 (neg.f64 z) y))))
(+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y))
(-.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) (/.f64 #s(literal 1 binary64) y))
(-.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) (/.f64 (+.f64 (/.f64 #s(literal 1/2 binary64) y) #s(literal 1 binary64)) y))
(-.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) y)) (-.f64 (/.f64 (/.f64 (+.f64 (/.f64 #s(literal 1/3 binary64) y) #s(literal 1/2 binary64)) y) y) (log.f64 y)))
(-.f64 (fma.f64 (log.f64 y) (+.f64 z x) (*.f64 (log.f64 #s(literal -1 binary64)) z)) t)
(-.f64 (-.f64 (fma.f64 (log.f64 y) (+.f64 z x) (*.f64 (log.f64 #s(literal -1 binary64)) z)) t) (/.f64 z y))
(fma.f64 (/.f64 z y) (-.f64 #s(literal -1 binary64) (/.f64 #s(literal 1/2 binary64) y)) (-.f64 (fma.f64 (log.f64 y) (+.f64 z x) (*.f64 (log.f64 #s(literal -1 binary64)) z)) t))
(fma.f64 (/.f64 (/.f64 z y) y) (-.f64 #s(literal -1/2 binary64) (/.f64 #s(literal 1/3 binary64) y)) (-.f64 (-.f64 (fma.f64 (log.f64 y) (+.f64 z x) (*.f64 (log.f64 #s(literal -1 binary64)) z)) t) (/.f64 z y)))
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) z)
(fma.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) z (/.f64 (neg.f64 z) y))
(fma.f64 (/.f64 z y) (-.f64 #s(literal -1 binary64) (/.f64 #s(literal 1/2 binary64) y)) (*.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) z))
(fma.f64 (/.f64 (/.f64 z y) y) (-.f64 #s(literal -1/2 binary64) (/.f64 #s(literal 1/3 binary64) y)) (fma.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) z (/.f64 (neg.f64 z) y)))
(fma.f64 (log.f64 (neg.f64 y)) (+.f64 x z) (*.f64 (log.f64 #s(literal -1 binary64)) x))
(-.f64 (fma.f64 (log.f64 (neg.f64 y)) (+.f64 x z) (*.f64 (log.f64 #s(literal -1 binary64)) x)) (/.f64 z y))
(fma.f64 (/.f64 z y) (-.f64 #s(literal -1 binary64) (/.f64 #s(literal 1/2 binary64) y)) (fma.f64 (log.f64 (neg.f64 y)) (+.f64 x z) (*.f64 (log.f64 #s(literal -1 binary64)) x)))
(fma.f64 (log.f64 #s(literal -1 binary64)) x (fma.f64 (log.f64 (neg.f64 y)) (+.f64 x z) (/.f64 (-.f64 (/.f64 (*.f64 z (-.f64 #s(literal -1/2 binary64) (/.f64 #s(literal 1/3 binary64) y))) y) z) y)))
(log.f64 (neg.f64 y))
(-.f64 (log.f64 (neg.f64 y)) (/.f64 #s(literal 1 binary64) y))
(-.f64 (log.f64 (neg.f64 y)) (/.f64 (+.f64 (/.f64 #s(literal 1/2 binary64) y) #s(literal 1 binary64)) y))
(-.f64 (log.f64 (neg.f64 y)) (/.f64 (+.f64 (+.f64 (/.f64 (/.f64 #s(literal 1/3 binary64) y) y) #s(literal 1 binary64)) (/.f64 #s(literal 1/2 binary64) y)) y))
(fma.f64 (log.f64 #s(literal -1 binary64)) x (fma.f64 (log.f64 (neg.f64 y)) (+.f64 x z) (neg.f64 t)))
(-.f64 (fma.f64 (log.f64 #s(literal -1 binary64)) x (fma.f64 (log.f64 (neg.f64 y)) (+.f64 x z) (neg.f64 t))) (/.f64 z y))
(fma.f64 (/.f64 z y) (-.f64 #s(literal -1 binary64) (/.f64 #s(literal 1/2 binary64) y)) (fma.f64 (log.f64 #s(literal -1 binary64)) x (fma.f64 (log.f64 (neg.f64 y)) (+.f64 x z) (neg.f64 t))))
(-.f64 (fma.f64 (log.f64 #s(literal -1 binary64)) x (fma.f64 (log.f64 (neg.f64 y)) (+.f64 x z) (/.f64 (-.f64 (/.f64 (*.f64 z (-.f64 #s(literal -1/2 binary64) (/.f64 #s(literal 1/3 binary64) y))) y) z) y))) t)
(*.f64 (+.f64 (log.f64 (neg.f64 y)) (log.f64 #s(literal -1 binary64))) x)
(*.f64 (+.f64 (log.f64 (neg.f64 y)) (log.f64 #s(literal -1 binary64))) x)
(*.f64 (+.f64 (log.f64 (neg.f64 y)) (log.f64 #s(literal -1 binary64))) x)
(*.f64 (+.f64 (log.f64 (neg.f64 y)) (log.f64 #s(literal -1 binary64))) x)
(*.f64 (log.f64 (neg.f64 y)) z)
(fma.f64 (log.f64 (neg.f64 y)) z (/.f64 (neg.f64 z) y))
(fma.f64 (log.f64 (neg.f64 y)) z (*.f64 (/.f64 z y) (-.f64 #s(literal -1 binary64) (/.f64 #s(literal 1/2 binary64) y))))
(fma.f64 (log.f64 (neg.f64 y)) z (/.f64 (-.f64 (/.f64 (*.f64 z (-.f64 #s(literal -1/2 binary64) (/.f64 #s(literal 1/3 binary64) y))) y) z) y))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))
(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 (log.f64 y) x) t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(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 (log.f64 y) x) t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(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 (log.f64 y) x) t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)

rewrite271.0ms (1.9%)

Memory
10.6MiB live, 206.6MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01238
01938
16738
250638
3673938
0821132
Stop Event
iter limit
node limit
iter limit
Counts
5 → 240
Calls
Call 1
Inputs
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
(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))
(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
Outputs
#<batchref>
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eval49.0ms (0.3%)

Memory
27.3MiB live, 64.4MiB allocated
Compiler

Compiled 13 118 to 1 201 computations (90.8% saved)

prune87.0ms (0.6%)

Memory
-27.3MiB live, 61.5MiB allocated
Pruning

14 alts after pruning (14 fresh and 0 done)

PrunedKeptTotal
New37014384
Fresh000
Picked101
Done000
Total37114385
Accuracy
100.0%
Counts
385 → 14
Alt Table
Click to see full alt table
StatusAccuracyProgram
26.7%
(/.f64 (-.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 4 binary64)) (pow.f64 t #s(literal 4 binary64))) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) (fma.f64 t t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64)))))
99.6%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
93.6%
(-.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))) (neg.f64 (/.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)
72.9%
(-.f64 (fma.f64 (*.f64 x x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (neg.f64 (/.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)
93.7%
(-.f64 (fma.f64 x (/.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))) (neg.f64 (/.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)
72.7%
(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (neg.f64 x) (log.f64 y))) (-.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))))) t)
99.4%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
60.2%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
84.8%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
99.2%
(*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64))))
99.4%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
17.4%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
41.5%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
45.3%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
Compiler

Compiled 750 to 478 computations (36.3% saved)

simplify341.0ms (2.4%)

Memory
19.0MiB live, 92.9MiB allocated
Algorithm
egg-herbie
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
cost-diff0
(/.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)))
cost-diff0
(-.f64 (fma.f64 x (/.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))) (neg.f64 (/.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-diff128
(neg.f64 (/.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-diff42176
(fma.f64 x (/.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))) (neg.f64 (/.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
(neg.f64 y)
cost-diff0
(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
cost-diff0
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x)))
cost-diff0
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
cost-diff0
(log.f64 y)
cost-diff0
(*.f64 (log.f64 y) x)
cost-diff0
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
cost-diff0
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
cost-diff0
(neg.f64 t)
cost-diff0
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
cost-diff0
(log1p.f64 (neg.f64 y))
cost-diff0
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
cost-diff0
(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))
cost-diff1408
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
039365
066326
1124326
2250324
3623324
41502324
53484316
64399316
74788316
84839316
94851316
104855316
115507316
125819316
135867316
146019316
156059316
166059316
176059314
186107314
196379297
207543297
08011292
Stop Event
iter limit
node limit
iter limit
Calls
Call 1
Inputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
z
(fma.f64 (log.f64 y) x (neg.f64 t))
(log.f64 y)
x
(neg.f64 t)
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 y) x)) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(log.f64 y)
y
x
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x)))
(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
(neg.f64 y)
y
z
(*.f64 (log.f64 y) x)
(log.f64 y)
x
t
(-.f64 (fma.f64 x (/.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))) (neg.f64 (/.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 x (/.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))) (neg.f64 (/.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)))))
x
(/.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 (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)
(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)
(neg.f64 (/.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 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
(pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))
(*.f64 (log1p.f64 (neg.f64 y)) z)
t
Outputs
(fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t)))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))))
(fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t)))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
z
(fma.f64 x (log.f64 y) (neg.f64 t))
(log.f64 y)
x
(neg.f64 t)
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 x (log.f64 y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))
(*.f64 x (log.f64 y))
(log.f64 y)
y
x
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 z (neg.f64 y) (*.f64 x (log.f64 y)))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 z (neg.f64 y) (*.f64 x (log.f64 y))))
(fma.f64 z (neg.f64 y) (*.f64 x (log.f64 y)))
(neg.f64 y)
y
z
(*.f64 x (log.f64 y))
(log.f64 y)
x
t
(fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t)))
(fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))
x
(/.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))
(*.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)
(fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))
(neg.f64 z)
z
(log1p.f64 (neg.f64 y))
(neg.f64 y)
(*.f64 x (log.f64 y))
(/.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)))))
(/.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 x (log.f64 y))))
(pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))
(*.f64 z (log1p.f64 (neg.f64 y)))
t

localize265.0ms (1.9%)

Memory
7.9MiB live, 164.9MiB allocated
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
accuracy0.28515625
(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
accuracy0.5052337890737681
(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy0.5693624650122205
(/.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)))
accuracy8.030234985057652
(/.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)))
accuracy0.00390625
(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
accuracy0.00390625
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
accuracy0.2578125
(*.f64 (log.f64 y) x)
accuracy0.29854946447092895
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x)))
accuracy0
(log.f64 y)
accuracy0.00390625
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
accuracy0.2578125
(*.f64 (log.f64 y) x)
accuracy19.390046132433028
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
accuracy0
(neg.f64 t)
accuracy35.00955228146007
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
accuracy0.00390625
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
accuracy0.11328125
(fma.f64 (log.f64 y) x (neg.f64 t))
accuracy0.25
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
accuracy0.3586554224913767
(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))
Samples
139.0ms127×1valid
93.0ms129×0valid
Compiler

Compiled 757 to 78 computations (89.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 172.0ms
ival-log: 62.0ms (36% of total)
ival-mult: 46.0ms (26.7% of total)
ival-pow2: 24.0ms (13.9% of total)
ival-div: 9.0ms (5.2% of total)
ival-add: 9.0ms (5.2% of total)
adjust: 8.0ms (4.6% of total)
ival-sub: 5.0ms (2.9% of total)
ival-neg: 5.0ms (2.9% of total)
ival-log1p: 3.0ms (1.7% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series259.0ms (1.9%)

Memory
-27.6MiB live, 208.2MiB allocated
Counts
22 → 732
Calls
Call 1
Inputs
#s(alt #<batchref> (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (log1p.f64 (neg.f64 y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 t) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())
#s(alt #<batchref> (patch (log.f64 y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (fma.f64 x (/.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))) (neg.f64 (/.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))))) #<representation binary64>) () ())
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Outputs
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#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) #<representation binary64>) () ())) ())
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Calls

12 calls:

TimeVariablePointExpression
47.0ms
y
@-inf
((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (+ (* x (/ (* (pow (log y) 2) 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)))) (- (+ (* x (/ (* (pow (log y) 2) 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 z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (log y) x) (neg t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* (pow (log y) 2) x))
38.0ms
x
@inf
((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (+ (* x (/ (* (pow (log y) 2) 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)))) (- (+ (* x (/ (* (pow (log y) 2) 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 z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (log y) x) (neg t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* (pow (log y) 2) x))
22.0ms
y
@inf
((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (+ (* x (/ (* (pow (log y) 2) 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)))) (- (+ (* x (/ (* (pow (log y) 2) 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 z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (log y) x) (neg t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* (pow (log y) 2) x))
18.0ms
z
@-inf
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14.0ms
x
@0
((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (+ (* x (/ (* (pow (log y) 2) 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)))) (- (+ (* x (/ (* (pow (log y) 2) 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 z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (log y) x) (neg t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* (pow (log y) 2) x))

simplify228.0ms (1.6%)

Memory
32.2MiB live, 305.0MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0136924789
1484922498
0832021246
Stop Event
iter limit
node limit
Counts
732 → 732
Calls
Call 1
Inputs
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(* -1 (/ (+ (* -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 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (- (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* x (pow (log y) 3))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2)))) x))) x))
(* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (- (* -1 (/ (- (* -1 (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* x (pow (log y) 4)))) (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (pow (log y) 3))) x)) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2)))) x))) x))
(* x (pow (log y) 2))
(* x (pow (log y) 2))
(* x (pow (log y) 2))
(* x (pow (log y) 2))
Outputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))
(+.f64 (/.f64 t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))
(fma.f64 (+.f64 (/.f64 t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64)))) t (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))
(fma.f64 (fma.f64 (+.f64 (/.f64 t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 4 binary64))) (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 3 binary64)))) t (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64)))) t (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(neg.f64 t)
(neg.f64 t)
(neg.f64 t)
(neg.f64 t)
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (*.f64 x x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (*.f64 (neg.f64 (*.f64 z z)) (/.f64 (pow.f64 (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 (fma.f64 (*.f64 x x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (neg.f64 t)) (*.f64 (*.f64 z z) (/.f64 (pow.f64 (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 (fma.f64 (*.f64 x x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (neg.f64 t)) (*.f64 (*.f64 z z) (/.f64 (pow.f64 (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 (fma.f64 (*.f64 x x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (neg.f64 t)) (*.f64 (*.f64 z z) (/.f64 (pow.f64 (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 (log.f64 y) x)
(-.f64 (*.f64 (log.f64 y) x) t)
(-.f64 (*.f64 (log.f64 y) x) t)
(-.f64 (*.f64 (log.f64 y) x) t)
(neg.f64 t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(/.f64 #s(literal -1 binary64) t)
(/.f64 (fma.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t) #s(literal -1 binary64) #s(literal -1 binary64)) t)
(/.f64 (-.f64 (/.f64 (neg.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))) (*.f64 t t)) (+.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (/.f64 (*.f64 (log.f64 y) x) t)) #s(literal 1 binary64))) t)
(/.f64 (-.f64 (fma.f64 (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) #s(literal -1 binary64) #s(literal -1 binary64)) (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64)) (*.f64 t t))))) t)
(neg.f64 t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(neg.f64 t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(neg.f64 t)
(neg.f64 t)
(neg.f64 t)
(neg.f64 t)
(neg.f64 t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(neg.f64 t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t)
(neg.f64 t)
(*.f64 (-.f64 (*.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) t) (/.f64 (*.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) (fma.f64 (/.f64 (pow.f64 (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 (*.f64 z z) t) #s(literal 1 binary64))) t)
(*.f64 (-.f64 (*.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) t) (/.f64 (*.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) (fma.f64 (/.f64 (pow.f64 (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 (*.f64 z z) t) #s(literal 1 binary64))) t)
(*.f64 (-.f64 (*.f64 (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) t) (/.f64 (*.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))) (fma.f64 (/.f64 (pow.f64 (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 (*.f64 z z) t) #s(literal 1 binary64))) t)
(neg.f64 t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) t)
(neg.f64 t)
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
(/.f64 #s(literal -1 binary64) t)
(/.f64 (neg.f64 (+.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (/.f64 (*.f64 (log.f64 y) x) t)) #s(literal 1 binary64))) t)
(/.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (/.f64 (neg.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) t))) t)
(/.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (/.f64 (neg.f64 (+.f64 (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 3 binary64)) t) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) t))) t)
(neg.f64 t)
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
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(neg.f64 t)
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(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
(neg.f64 t)
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(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
(neg.f64 t)
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(neg.f64 t)
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(neg.f64 t)
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(-.f64 (*.f64 (log.f64 y) x) t)
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(*.f64 (log.f64 y) x)
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
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(*.f64 (neg.f64 x) (-.f64 (/.f64 t x) (log.f64 y)))
(*.f64 (neg.f64 x) (-.f64 (/.f64 t x) (log.f64 y)))
(*.f64 (neg.f64 x) (-.f64 (/.f64 t x) (log.f64 y)))
(*.f64 (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) x) (/.f64 (*.f64 z z) (log.f64 y)))
(/.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) x) (/.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 (*.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (log.f64 y)))) x)
(/.f64 (neg.f64 (neg.f64 (fma.f64 (*.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (log.f64 y)) (/.f64 (fma.f64 (/.f64 (pow.f64 z #s(literal 4 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64))) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 4 binary64)) x) (*.f64 (pow.f64 z #s(literal 3 binary64)) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))))) x)))) x)
(/.f64 (neg.f64 (neg.f64 (fma.f64 (*.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (log.f64 y)) (/.f64 (fma.f64 (/.f64 (fma.f64 (neg.f64 (/.f64 (pow.f64 z #s(literal 5 binary64)) x)) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 5 binary64)) (pow.f64 (log.f64 y) #s(literal 4 binary64))) (*.f64 (neg.f64 (pow.f64 z #s(literal 4 binary64))) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 4 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64))))) x) #s(literal -1 binary64) (*.f64 (pow.f64 z #s(literal 3 binary64)) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))))) x)))) x)
(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)

rewrite230.0ms (1.7%)

Memory
9.2MiB live, 393.8MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
039300
066261
1303233
22384233
09037228
Stop Event
iter limit
node limit
iter limit
Counts
22 → 1 478
Calls
Call 1
Inputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
(log1p.f64 (neg.f64 y))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(log.f64 y)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x)))
(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
(neg.f64 y)
(fma.f64 x (/.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))) (neg.f64 (/.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 (/.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 x (/.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))) (neg.f64 (/.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 (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)))
(fma.f64 (log.f64 y) x (neg.f64 t))
(/.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)))
(pow.f64 (log.f64 y) #s(literal 2 binary64))
(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
Outputs
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eval1.0s (7.5%)

Memory
-15.2MiB live, 918.5MiB allocated
Compiler

Compiled 150 307 to 6 560 computations (95.6% saved)

prune125.0ms (0.9%)

Memory
18.0MiB live, 212.2MiB allocated
Pruning

23 alts after pruning (20 fresh and 3 done)

PrunedKeptTotal
New2 596192 615
Fresh819
Picked235
Done000
Total2 606232 629
Accuracy
100.0%
Counts
2 629 → 23
Alt Table
Click to see full alt table
StatusAccuracyProgram
93.6%
(fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))) x) (-.f64 (/.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (neg.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))) t))
93.6%
(fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (*.f64 (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal -1 binary64)) x) (-.f64 (/.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (neg.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))) t))
52.0%
(pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
25.4%
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))
41.4%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
52.6%
(/.f64 #s(literal 1 binary64) (*.f64 (pow.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64)) (*.f64 t t)) #s(literal -1 binary64)) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t))))
17.3%
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
41.5%
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (neg.f64 (-.f64 (/.f64 (neg.f64 (-.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) x) (/.f64 #s(literal 1 binary64) (log.f64 y)))) x)))
45.2%
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
99.2%
(-.f64 (fma.f64 x (/.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))) #s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z))) t)
93.7%
(-.f64 (fma.f64 x (*.f64 (log.f64 y) (*.f64 (log.f64 y) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))))) (neg.f64 (/.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)
93.6%
(-.f64 (fma.f64 x (*.f64 x (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))) (neg.f64 (/.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)
91.3%
(-.f64 #s(approx (+ (* x (/ (* (pow (log y) 2) 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))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
99.4%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
84.8%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
59.8%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
86.4%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t))
87.0%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))))
17.4%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
41.5%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
22.0%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
99.4%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
45.3%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
Compiler

Compiled 1 456 to 946 computations (35% saved)

simplify209.0ms (1.5%)

Memory
-12.5MiB live, 103.9MiB allocated
Algorithm
egg-herbie
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
cost-diff0
(+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
cost-diff0
(/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))
cost-diff704
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))
cost-diff6144
(fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64)))
cost-diff0
(-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))
cost-diff0
(neg.f64 t)
cost-diff0
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))))
cost-diff1152
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
cost-diff0
(neg.f64 y)
cost-diff0
(log1p.f64 (neg.f64 y))
cost-diff0
(*.f64 (log1p.f64 (neg.f64 y)) z)
cost-diff0
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
cost-diff0
(*.f64 (neg.f64 z) y)
cost-diff0
#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))
cost-diff0
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y)))
cost-diff0
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) 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: 4 (0.0ms)

IterNodesCost
056528
083484
1151481
2264479
3541477
41249469
52441469
64299469
75915469
86935469
97672469
107867469
117919469
127945469
08163469
Stop Event
iter limit
node limit
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 (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y)))
#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))
(*.f64 (neg.f64 z) y)
(neg.f64 z)
z
y
t
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
z
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))))
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
(neg.f64 t)
t
(-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))
#s(literal 1 binary64)
(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
z
(*.f64 (log.f64 y) x)
(log.f64 y)
x
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))
#s(literal 1 binary64)
(/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))
(fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64)))
t
(+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))
(*.f64 x (log.f64 y))
x
(log.f64 y)
y
(pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))
#s(literal 2 binary64)
(-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))
(pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64))
#s(literal 3 binary64)
(pow.f64 t #s(literal 3 binary64))
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 (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 y) z))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 y) z)))
#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 y) z))
(*.f64 (neg.f64 y) z)
(neg.f64 z)
z
y
t
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
z
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (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 (log.f64 y) x) t))
(neg.f64 t)
t
(-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))
#s(literal 1 binary64)
(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
z
(*.f64 (log.f64 y) x)
(log.f64 y)
x
(/.f64 (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (fma.f64 (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) (*.f64 t t)))
#s(literal 1 binary64)
(/.f64 (fma.f64 (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) (*.f64 t t)) (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))
(fma.f64 (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) (*.f64 t t))
t
(+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
x
(log.f64 y)
y
(pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) #s(literal 2 binary64))
#s(literal 2 binary64)
(-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))
(pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) #s(literal 3 binary64))
#s(literal 3 binary64)
(pow.f64 t #s(literal 3 binary64))

localize329.0ms (2.4%)

Memory
-1.8MiB live, 367.4MiB allocated
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
accuracy0.2897262695368841
(pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))
accuracy2.945298050811441
(-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))
accuracy19.390046132433028
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))
accuracy41.4184686355472
(/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))
accuracy0.0078125
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
accuracy0.20703125
(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)
accuracy0.2578125
(*.f64 (log.f64 y) x)
accuracy8.319016074637933
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
accuracy0
(neg.f64 y)
accuracy0
(log1p.f64 (neg.f64 y))
accuracy0.0078125
(*.f64 (log1p.f64 (neg.f64 y)) z)
accuracy52.8439067788338
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
accuracy0
(neg.f64 z)
accuracy0.00390625
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
accuracy0.29854946447092895
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y)))
accuracy42.887176618090095
#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))
accuracy0
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
accuracy0
(log.f64 y)
accuracy0.2578125
(*.f64 (log.f64 y) x)
accuracy0.28683071447092895
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
Samples
161.0ms124×1valid
125.0ms132×0valid
Compiler

Compiled 956 to 102 computations (89.3% saved)

Precisions
Click to see histograms. Total time spent on operations: 236.0ms
ival-mult: 78.0ms (33% of total)
ival-log: 52.0ms (22% of total)
ival-pow: 36.0ms (15.2% of total)
ival-pow2: 18.0ms (7.6% of total)
ival-div: 14.0ms (5.9% of total)
adjust: 12.0ms (5.1% of total)
ival-add: 12.0ms (5.1% of total)
ival-sub: 8.0ms (3.4% of total)
ival-neg: 3.0ms (1.3% of total)
ival-log1p: 2.0ms (0.8% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series663.0ms (4.8%)

Memory
-23.1MiB live, 499.2MiB allocated
Counts
26 → 936
Calls
Call 1
Inputs
#s(alt #<batchref> (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())
#s(alt #<batchref> (patch (log.f64 y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (log1p.f64 (neg.f64 y)) z) #<representation binary64>) () ())
#s(alt #<batchref> (patch (log1p.f64 (neg.f64 y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 t) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64)) #<representation binary64>) () ())
Outputs
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
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Calls

12 calls:

TimeVariablePointExpression
296.0ms
t
@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)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (+ (* x (log y)) (* z (log (- 1 y)))) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))
44.0ms
y
@0
((- (+ (* 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)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (+ (* x (log y)) (* z (log (- 1 y)))) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))
39.0ms
y
@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)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (+ (* x (log y)) (* z (log (- 1 y)))) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))
28.0ms
y
@-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)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (+ (* x (log y)) (* z (log (- 1 y)))) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))
26.0ms
t
@-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)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (+ (* x (log y)) (* z (log (- 1 y)))) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))

simplify376.0ms (2.7%)

Memory
43.0MiB live, 425.0MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0208040867
1717440867
0858937454
Stop Event
iter limit
node limit
Counts
936 → 934
Calls
Call 1
Inputs
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(- (* x (log y)) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
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(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
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(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t))
(/ (- t (+ (* x (log y)) (* z (log (- 1 y))))) t)
(/ (- t (+ (* x (log y)) (* z (log (- 1 y))))) t)
(/ (- t (+ (* x (log y)) (* z (log (- 1 y))))) t)
(pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)
(+ (* t (+ (* x (log y)) (* z (log (- 1 y))))) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))
(+ (* t (+ t (+ (* x (log y)) (* z (log (- 1 y)))))) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))
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(/ 1 (+ (* x (log y)) (* z (log (- 1 y)))))
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(/ (+ (* x (log y)) (* z (log (- 1 y)))) t)
(/ (+ (* x (log y)) (* z (log (- 1 y)))) t)
(/ (+ (* x (log y)) (* z (log (- 1 y)))) t)
(/ (+ (* x (log y)) (* z (log (- 1 y)))) t)
(pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)
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(+ (* -1 (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3))
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(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
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(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (/ (* t (- 1 (/ (* z (log (- 1 y))) t))) x))))
(* -1 (* x (+ (* -1 (log y)) (/ (* t (- 1 (/ (* z (log (- 1 y))) t))) x))))
(* -1 (* x (+ (* -1 (log y)) (/ (* t (- 1 (/ (* z (log (- 1 y))) t))) x))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (/ (* x (log y)) t))
(* -1 (* x (- (* -1 (/ (- 1 (/ (* z (log (- 1 y))) t)) x)) (* -1 (/ (log y) t)))))
(* -1 (* x (- (* -1 (/ (- 1 (/ (* z (log (- 1 y))) t)) x)) (* -1 (/ (log y) t)))))
(* -1 (* x (- (* -1 (/ (- 1 (/ (* z (log (- 1 y))) t)) x)) (* -1 (/ (log y) t)))))
(* (pow x 2) (pow (log y) 2))
(* (pow x 2) (+ (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) x)) (pow (log y) 2)))
(* (pow x 2) (+ (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (+ (* -1 (* t (log y))) (* -1 (/ (+ (* t (+ t (* z (log (- 1 y))))) (* (pow z 2) (pow (log (- 1 y)) 2))) x)))) x)) (pow (log y) 2)))
(* (pow x 2) (+ (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (+ (* -1 (* t (log y))) (* -1 (/ (+ (* t (+ t (* z (log (- 1 y))))) (* (pow z 2) (pow (log (- 1 y)) 2))) x)))) x)) (pow (log y) 2)))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* 2 (* z (log (- 1 y)))) (* z (log (- 1 y)))) (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (log y)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (- (+ (* -2 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)))) (+ (* -1 (/ (+ (* t (+ t (* z (log (- 1 y))))) (* (pow z 2) (pow (log (- 1 y)) 2))) (log y))) (/ (* (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (- (+ (* 2 (* z (log (- 1 y)))) (* z (log (- 1 y)))) (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (log y))))) (pow (log y) 2)))) x)) (+ (* 2 (* z (log (- 1 y)))) (* z (log (- 1 y))))) (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (log y)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (- (+ (* -2 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (- (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2)) (+ (/ (* (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (- (+ (* -2 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)))) (+ (* -1 (/ (+ (* t (+ t (* z (log (- 1 y))))) (* (pow z 2) (pow (log (- 1 y)) 2))) (log y))) (/ (* (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (- (+ (* 2 (* z (log (- 1 y)))) (* z (log (- 1 y)))) (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (log y))))) (pow (log y) 2))))) (pow (log y) 2)) (+ (/ (* (+ (* t (+ t (* z (log (- 1 y))))) (* (pow z 2) (pow (log (- 1 y)) 2))) (- (+ (* 2 (* z (log (- 1 y)))) (* z (log (- 1 y)))) (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (log y))))) (pow (log y) 2)) (/ (pow t 3) (pow (log y) 2))))) x)))) (+ (* -1 (/ (+ (* t (+ t (* z (log (- 1 y))))) (* (pow z 2) (pow (log (- 1 y)) 2))) (log y))) (/ (* (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (- (+ (* 2 (* z (log (- 1 y)))) (* z (log (- 1 y)))) (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (log y))))) (pow (log y) 2)))) x)) (+ (* 2 (* z (log (- 1 y)))) (* z (log (- 1 y))))) (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (log y)))) x)))))
(/ 1 (* x (log y)))
(* -1 (/ (- (* -1 (/ (- (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (pow (log y) 3))) (+ (* 2 (/ (* z (log (- 1 y))) (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2)))) x)) (/ 1 (log y))) x))
(* -1 (/ (- (* -1 (/ (- (+ (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (pow (log y) 3))) (* -1 (/ (- (* -1 (/ (+ (* t (+ t (* z (log (- 1 y))))) (* (pow z 2) (pow (log (- 1 y)) 2))) (pow (log y) 3))) (+ (* -2 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (pow (log y) 3))) (+ (* -1 (/ (* (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y))))) (- (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (pow (log y) 3))) (+ (* 2 (/ (* z (log (- 1 y))) (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2))))) (pow (log y) 3))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (pow (log y) 3)))))) x))) (+ (* 2 (/ (* z (log (- 1 y))) (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2)))) x)) (/ 1 (log y))) x))
(* -1 (/ (- (* -1 (/ (- (+ (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (pow (log y) 3))) (* -1 (/ (- (+ (* -1 (/ (+ (* t (+ t (* z (log (- 1 y))))) (* (pow z 2) (pow (log (- 1 y)) 2))) (pow (log y) 3))) (* -1 (/ (- (/ (pow t 3) (pow (log y) 4)) (+ (* -1 (/ (* (+ (* -2 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (* -1 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2))))) (- (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (pow (log y) 3))) (+ (* 2 (/ (* z (log (- 1 y))) (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2))))) (pow (log y) 3))) (+ (* -1 (/ (* (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y))))) (- (* -1 (/ (+ (* t (+ t (* z (log (- 1 y))))) (* (pow z 2) (pow (log (- 1 y)) 2))) (pow (log y) 3))) (+ (* -2 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (pow (log y) 3))) (+ (* -1 (/ (* (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y))))) (- (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (pow (log y) 3))) (+ (* 2 (/ (* z (log (- 1 y))) (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2))))) (pow (log y) 3))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (pow (log y) 3))))))) (pow (log y) 3))) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 4))))) x))) (+ (* -2 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (pow (log y) 3))) (+ (* -1 (/ (* (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y))))) (- (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (* t (log y)))) (pow (log y) 3))) (+ (* 2 (/ (* z (log (- 1 y))) (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2))))) (pow (log y) 3))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (pow (log y) 3)))))) x))) (+ (* 2 (/ (* z (log (- 1 y))) (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2)))) x)) (/ 1 (log y))) x))
(* x (log y))
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(/ (* x (log y)) t)
(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (* z (log (- 1 y))) (* t x))))))
(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (* z (log (- 1 y))) (* t x))))))
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(* (pow x 3) (pow (log y) 3))
(* -1 (* (pow x 3) (+ (* -1 (/ (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y))))) x)) (* -1 (pow (log y) 3)))))
(* -1 (* (pow x 3) (+ (* -1 (/ (+ (* -1 (/ (+ (* -2 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (* -1 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2))))) x)) (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y)))))) x)) (* -1 (pow (log y) 3)))))
(* -1 (* (pow x 3) (+ (* -1 (/ (+ (* -1 (/ (+ (* -2 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (+ (* -1 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (* -1 (/ (- (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3)) x)))) x)) (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y)))))) x)) (* -1 (pow (log y) 3)))))
(* (pow x 2) (pow (log y) 2))
(* (pow x 2) (+ (* 2 (/ (* z (* (log y) (log (- 1 y)))) x)) (pow (log y) 2)))
(* (pow x 2) (+ (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) x))) x)) (pow (log y) 2)))
(* (pow x 2) (+ (* -1 (/ (+ (* -2 (* z (* (log y) (log (- 1 y))))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) x))) x)) (pow (log y) 2)))
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(*.f64 (log.f64 y) x)
(neg.f64 (*.f64 (fma.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z t) x) #s(literal -1 binary64) (neg.f64 (log.f64 y))) x))
(neg.f64 (*.f64 (fma.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z t) x) #s(literal -1 binary64) (neg.f64 (log.f64 y))) x))
(neg.f64 (*.f64 (fma.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z t) x) #s(literal -1 binary64) (neg.f64 (log.f64 y))) x))
(/.f64 (*.f64 (log.f64 y) x) t)
(neg.f64 (*.f64 (*.f64 #s(literal -1 binary64) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (*.f64 t x)) (/.f64 (log.f64 y) t))) x))
(neg.f64 (*.f64 (*.f64 #s(literal -1 binary64) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (*.f64 t x)) (/.f64 (log.f64 y) t))) x))
(neg.f64 (*.f64 (*.f64 #s(literal -1 binary64) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (*.f64 t x)) (/.f64 (log.f64 y) t))) x))
(*.f64 (log.f64 y) x)
(neg.f64 (*.f64 (*.f64 #s(literal -1 binary64) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y))) x))
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(neg.f64 (*.f64 (*.f64 #s(literal -1 binary64) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y))) x))
(*.f64 (log.f64 y) x)
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(neg.f64 (*.f64 (*.f64 #s(literal -1 binary64) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y))) x))
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(*.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))
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(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 x x))
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(*.f64 (fma.f64 (/.f64 (fma.f64 (*.f64 #s(literal -2 binary64) z) (*.f64 (log1p.f64 (neg.f64 y)) (log.f64 y)) (neg.f64 (*.f64 (*.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) x)))) x) #s(literal -1 binary64) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 x x))

rewrite409.0ms (2.9%)

Memory
-0.2MiB live, 316.2MiB allocated
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
056466
083424
1372343
22918343
09337343
Stop Event
iter limit
node limit
iter limit
Counts
26 → 407
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 (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y)))
#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))
(*.f64 (neg.f64 z) y)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))))
(neg.f64 t)
(-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))
(fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64)))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))
(/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))
(+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(neg.f64 z)
(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))
(-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))
(pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))
Outputs
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eval319.0ms (2.3%)

Memory
35.0MiB live, 411.7MiB allocated
Compiler

Compiled 109 093 to 4 934 computations (95.5% saved)

prune146.0ms (1%)

Memory
-30.8MiB live, 151.1MiB allocated
Pruning

28 alts after pruning (25 fresh and 3 done)

PrunedKeptTotal
New1 544211 565
Fresh11415
Picked415
Done123
Total1 560281 588
Accuracy
100.0%
Counts
1 588 → 28
Alt Table
Click to see full alt table
StatusAccuracyProgram
42.5%
(fma.f64 (sqrt.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))) (sqrt.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))) (neg.f64 t))
45.3%
(pow.f64 (pow.f64 (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) #s(literal 1/2 binary64)) #s(literal 2 binary64))
15.4%
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) #s(approx (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (*.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))))
41.4%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
17.3%
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
45.2%
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
99.2%
(-.f64 (fma.f64 x (/.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))) #s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z))) t)
93.7%
(-.f64 (fma.f64 x (*.f64 (log.f64 y) (*.f64 (log.f64 y) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))))) (neg.f64 (/.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)
84.8%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
78.1%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (*.f64 x (/.f64 (neg.f64 (log.f64 y)) y)) #s(literal -1 binary64) (neg.f64 z)) y))) t)
90.8%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t)
41.4%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
41.5%
#s(approx (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (*.f64 (log.f64 y) x))
86.9%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))))))
86.1%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (fma.f64 x (/.f64 (log.f64 y) t) (/.f64 (*.f64 (neg.f64 y) z) t))))))
73.4%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (*.f64 (fma.f64 x (/.f64 (log.f64 y) (*.f64 t z)) (/.f64 (log1p.f64 (neg.f64 y)) t)) z)))))
30.2%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) #s(approx (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (neg.f64 (/.f64 (*.f64 (log.f64 y) x) t)))))
17.4%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
17.3%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
17.3%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
17.2%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
17.0%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
17.2%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (*.f64 (fma.f64 #s(literal -1/2 binary64) (*.f64 z y) (neg.f64 z)) y)))
99.4%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
22.0%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
45.3%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
55.8%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))))
59.8%
#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 2 041 to 1 257 computations (38.4% saved)

simplify181.0ms (1.3%)

Memory
4.0MiB live, 153.1MiB allocated
Algorithm
egg-herbie
Localize:

Found 19 expressions of interest:

NewMetricScoreProgram
cost-diff0
(neg.f64 t)
cost-diff0
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))))))
cost-diff704
(/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))
cost-diff1152
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))))
cost-diff0
#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))
cost-diff0
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)))
cost-diff0
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t)
cost-diff704
(*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)
cost-diff0
(/.f64 #s(literal -1 binary64) t)
cost-diff0
#s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t))
cost-diff0
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
cost-diff0
(neg.f64 y)
cost-diff0
#s(approx (log (+ 1 (neg y))) (neg.f64 y))
cost-diff0
(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
cost-diff0
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
cost-diff0
(neg.f64 (fma.f64 z y t))
cost-diff0
(log.f64 y)
cost-diff0
(fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))
cost-diff0
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
062437
089407
1165404
2345396
3961386
42972378
56382378
08173374
Stop Event
iter limit
node limit
iter limit
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
(fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))
(log.f64 y)
y
x
(neg.f64 (fma.f64 z y t))
(fma.f64 z y t)
z
t
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
#s(approx (log (+ 1 (neg y))) (neg.f64 y))
(neg.f64 y)
y
z
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
#s(literal 1 binary64)
#s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t))
(/.f64 #s(literal -1 binary64) t)
#s(literal -1 binary64)
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)))
#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))
(*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)
(fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y))
x
(/.f64 (log.f64 y) z)
(log.f64 y)
y
z
(neg.f64 y)
t
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))))))
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))))
(neg.f64 t)
t
(-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))
(/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
z
(*.f64 (log.f64 y) x)
(log.f64 y)
x
Outputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
(fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))
(log.f64 y)
y
x
(neg.f64 (fma.f64 z y t))
(fma.f64 z y t)
z
t
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
#s(approx (log (+ 1 (neg y))) (neg.f64 y))
(neg.f64 y)
y
z
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
#s(literal 1 binary64)
#s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t))
(/.f64 #s(literal -1 binary64) t)
#s(literal -1 binary64)
t
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (fma.f64 (log.f64 y) x (*.f64 (neg.f64 y) z)))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (fma.f64 (log.f64 y) x (*.f64 (neg.f64 y) z))))
#s(approx (+ (* (neg y) z) (* (log y) x)) (fma.f64 (log.f64 y) x (*.f64 (neg.f64 y) z)))
(fma.f64 (log.f64 y) x (*.f64 (neg.f64 y) z))
(fma.f64 (/.f64 (log.f64 y) z) x (neg.f64 y))
x
(/.f64 (log.f64 y) z)
(log.f64 y)
y
z
(neg.f64 y)
t
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
(neg.f64 t)
t
(-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))
#s(literal 1 binary64)
(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)
(/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
z
(*.f64 (log.f64 y) x)
(log.f64 y)
x

localize350.0ms (2.5%)

Memory
6.6MiB live, 379.6MiB allocated
Localize:

Found 19 expressions of interest:

NewMetricScoreProgram
accuracy0.22265625
(/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))
accuracy0.2578125
(*.f64 (log.f64 y) x)
accuracy0.6483167413517719
(/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))
accuracy8.319016074637933
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))))
accuracy0.2265625
(/.f64 (log.f64 y) z)
accuracy0.29854946447092895
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)))
accuracy0.3552548013506852
(fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y))
accuracy5.324355947219615
(*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)
accuracy0
(/.f64 #s(literal -1 binary64) t)
accuracy0.25
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
accuracy35.03582398646502
#s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t))
accuracy0
(neg.f64 y)
accuracy0.0078125
(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
accuracy0.6651419487936183
#s(approx (log (+ 1 (neg y))) (neg.f64 y))
accuracy52.8439067788338
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
accuracy0
(neg.f64 (fma.f64 z y t))
accuracy0
(log.f64 y)
accuracy0.109375
(fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))
accuracy0.28683071447092895
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
Samples
164.0ms124×1valid
135.0ms132×0valid
Compiler

Compiled 812 to 113 computations (86.1% saved)

Precisions
Click to see histograms. Total time spent on operations: 265.0ms
ival-log: 109.0ms (41.1% of total)
ival-div: 43.0ms (16.2% of total)
ival-mult: 35.0ms (13.2% of total)
ival-pow: 33.0ms (12.5% of total)
ival-add: 15.0ms (5.7% of total)
adjust: 13.0ms (4.9% of total)
ival-sub: 7.0ms (2.6% of total)
ival-pow2: 4.0ms (1.5% of total)
ival-neg: 3.0ms (1.1% of total)
ival-log1p: 2.0ms (0.8% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series603.0ms (4.3%)

Memory
-17.2MiB live, 527.3MiB allocated
Counts
23 → 792
Calls
Call 1
Inputs
#s(alt #<batchref> (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (log.f64 y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 (fma.f64 z y t)) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (log (+ 1 (neg y))) (neg.f64 y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t))) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 #s(literal -1 binary64) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 t) #<representation binary64>) () ())
#s(alt #<batchref> (patch (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 (log.f64 y) z) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (log.f64 y) x) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) #<representation binary64>) () ())
Outputs
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#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))) #<representation binary64>) () ())) ())
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#s(alt #<batchref> (taylor 0 t) (#s(alt #<batchref> (patch (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))) #<representation binary64>) () ())) ())
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Calls

12 calls:

TimeVariablePointExpression
160.0ms
t
@-inf
((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log y) x) (neg (+ (* z y) t))) (log y) (neg (+ (* z y) t)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/ -1 t) (* (+ (* x (/ (log y) z)) (neg y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg t) (- 1 (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))))) (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (+ (* x (/ (log y) z)) (neg y)) (/ (log y) z) (* (log y) x) (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x))))
130.0ms
t
@0
((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log y) x) (neg (+ (* z y) t))) (log y) (neg (+ (* z y) t)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/ -1 t) (* (+ (* x (/ (log y) z)) (neg y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg t) (- 1 (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))))) (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (+ (* x (/ (log y) z)) (neg y)) (/ (log y) z) (* (log y) x) (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x))))
70.0ms
z
@inf
((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log y) x) (neg (+ (* z y) t))) (log y) (neg (+ (* z y) t)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/ -1 t) (* (+ (* x (/ (log y) z)) (neg y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg t) (- 1 (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))))) (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (+ (* x (/ (log y) z)) (neg y)) (/ (log y) z) (* (log y) x) (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x))))
40.0ms
x
@-inf
((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log y) x) (neg (+ (* z y) t))) (log y) (neg (+ (* z y) t)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/ -1 t) (* (+ (* x (/ (log y) z)) (neg y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg t) (- 1 (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))))) (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (+ (* x (/ (log y) z)) (neg y)) (/ (log y) z) (* (log y) x) (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x))))
30.0ms
y
@-inf
((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log y) x) (neg (+ (* z y) t))) (log y) (neg (+ (* z y) t)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/ -1 t) (* (+ (* x (/ (log y) z)) (neg y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg t) (- 1 (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))))) (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (+ (* x (/ (log y) z)) (neg y)) (/ (log y) z) (* (log y) x) (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x))))

simplify328.0ms (2.4%)

Memory
17.3MiB live, 380.6MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0183235125
1632832999
0851231075
Stop Event
iter limit
node limit
Counts
792 → 792
Calls
Call 1
Inputs
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(- (* x (log y)) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(* -1 (* y z))
(- (* -1 t) (* y z))
(- (* -1 t) (* y z))
(- (* -1 t) (* y z))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(/ 1 (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))) (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)))
(+ (* t (+ (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(+ (* t (+ (* t (+ (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)) (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 4)))) (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(/ -1 t)
(/ -1 t)
(/ -1 t)
(/ -1 t)
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(/ (+ (* x (log y)) (* z (log (- 1 y)))) t)
(/ (+ (* x (log y)) (* z (log (- 1 y)))) t)
(/ (+ (* x (log y)) (* z (log (- 1 y)))) t)
(/ (+ (* x (log y)) (* z (log (- 1 y)))) t)
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(/ t (+ (* x (log y)) (* z (log (- 1 y)))))
(/ t (+ (* x (log y)) (* z (log (- 1 y)))))
(/ t (+ (* x (log y)) (* z (log (- 1 y)))))
(/ t (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
(* -1 t)
(* t (- (* -1 (/ (* y z) t)) 1))
(* t (- (* -1 (/ (* y z) t)) 1))
(* t (- (* -1 (/ (* y z) t)) 1))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (* -1 (/ (+ (* -1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (pow t 2))) (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* t (- (/ (* (+ (* -1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (+ (* x (log y)) (* z (log (- 1 y))))) (pow t 3)) (+ 1 (+ (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (+ (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (pow t 2))) (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (pow t 2)))))))
(/ -1 t)
(/ (- (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)) 1) t)
(/ (- (+ (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (pow t 2)))) 1) t)
(/ (- (+ (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (+ (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (pow t 2))) (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))))) 1) t)
(/ -1 t)
(/ -1 t)
(/ -1 t)
(/ -1 t)
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
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(/ (+ (* x (log y)) (* z (log (- 1 y)))) t)
(/ (+ (* x (log y)) (* z (log (- 1 y)))) t)
(/ (+ (* x (log y)) (* z (log (- 1 y)))) t)
(/ (+ (* x (log y)) (* z (log (- 1 y)))) t)
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(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
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(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
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(/ t (+ (* x (log y)) (* z (log (- 1 y)))))
(/ t (+ (* x (log y)) (* z (log (- 1 y)))))
(/ t (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
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(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))
(* -1 t)
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(* -1 (* t (+ 1 (/ (* y z) t))))
(* -1 (* t (+ 1 (/ (* y z) t))))
(* -1 t)
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(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
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(* -1 (* t (+ 1 (* -1 (/ (- (* -1 (/ (- (/ (* (+ (* -1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (+ (* x (log y)) (* z (log (- 1 y))))) t) (+ (* -1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))) t)) (* -1 (+ (* x (log y)) (* z (log (- 1 y)))))) t)))))
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (/ (* y z) x))))
(* -1 (* x (+ (* -1 (log y)) (/ (* y z) x))))
(* -1 (* x (+ (* -1 (log y)) (/ (* y z) x))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (/ (* t (- 1 (/ (* z (log (- 1 y))) t))) x))))
(* -1 (* x (+ (* -1 (log y)) (/ (* t (- 1 (/ (* z (log (- 1 y))) t))) x))))
(* -1 (* x (+ (* -1 (log y)) (/ (* t (- 1 (/ (* z (log (- 1 y))) t))) x))))
(/ (* x (log y)) t)
(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (* z (log (- 1 y))) (* t x))))))
(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (* z (log (- 1 y))) (* t x))))))
(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (* z (log (- 1 y))) (* t x))))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(/ (* x (log y)) z)
(* -1 (* x (+ (* -1 (/ (log y) z)) (/ y x))))
(* -1 (* x (+ (* -1 (/ (log y) z)) (/ y x))))
(* -1 (* x (+ (* -1 (/ (log y) z)) (/ y x))))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(/ t (* x (log y)))
(* -1 (/ (+ (* -1 (/ t (log y))) (/ (* t (* z (log (- 1 y)))) (* x (pow (log y) 2)))) x))
(* -1 (/ (+ (* -1 (/ t (log y))) (* -1 (/ (- (/ (* t (* (pow z 2) (pow (log (- 1 y)) 2))) (* x (pow (log y) 3))) (/ (* t (* z (log (- 1 y)))) (pow (log y) 2))) x))) x))
(* -1 (/ (+ (* -1 (/ t (log y))) (* -1 (/ (- (* -1 (/ (- (/ (* t (* (pow z 3) (pow (log (- 1 y)) 3))) (* x (pow (log y) 4))) (/ (* t (* (pow z 2) (pow (log (- 1 y)) 2))) (pow (log y) 3))) x)) (/ (* t (* z (log (- 1 y)))) (pow (log y) 2))) x))) x))
Outputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
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(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z 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 (neg.f64 y) z)
(neg.f64 (fma.f64 z y t))
(neg.f64 (fma.f64 z y t))
(neg.f64 (fma.f64 z y t))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
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(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
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(neg.f64 t)
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(/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))
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(*.f64 (log.f64 y) x)
(*.f64 (neg.f64 x) (fma.f64 y (/.f64 z x) (neg.f64 (log.f64 y))))
(*.f64 (neg.f64 x) (fma.f64 y (/.f64 z x) (neg.f64 (log.f64 y))))
(*.f64 (neg.f64 x) (fma.f64 y (/.f64 z x) (neg.f64 (log.f64 y))))
(*.f64 (log.f64 y) x)
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(*.f64 (log.f64 y) x)
(*.f64 (neg.f64 x) (neg.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y))))
(*.f64 (neg.f64 x) (neg.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y))))
(*.f64 (neg.f64 x) (neg.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y))))
(*.f64 (log.f64 y) x)
(*.f64 (neg.f64 x) (fma.f64 y (/.f64 z x) (neg.f64 (log.f64 y))))
(*.f64 (neg.f64 x) (fma.f64 y (/.f64 z x) (neg.f64 (log.f64 y))))
(*.f64 (neg.f64 x) (fma.f64 y (/.f64 z x) (neg.f64 (log.f64 y))))
(*.f64 (log.f64 y) x)
(*.f64 (neg.f64 x) (fma.f64 t (/.f64 (-.f64 #s(literal 1 binary64) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t))) x) (neg.f64 (log.f64 y))))
(*.f64 (neg.f64 x) (fma.f64 t (/.f64 (-.f64 #s(literal 1 binary64) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t))) x) (neg.f64 (log.f64 y))))
(*.f64 (neg.f64 x) (fma.f64 t (/.f64 (-.f64 #s(literal 1 binary64) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t))) x) (neg.f64 (log.f64 y))))
(/.f64 (*.f64 (log.f64 y) x) t)
(*.f64 (neg.f64 x) (neg.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (*.f64 t x)) (/.f64 (log.f64 y) t))))
(*.f64 (neg.f64 x) (neg.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (*.f64 t x)) (/.f64 (log.f64 y) t))))
(*.f64 (neg.f64 x) (neg.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (*.f64 t x)) (/.f64 (log.f64 y) t))))
(*.f64 (log.f64 y) x)
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(/.f64 (*.f64 (log.f64 y) x) z)
(*.f64 (neg.f64 x) (-.f64 (/.f64 y x) (/.f64 (log.f64 y) z)))
(*.f64 (neg.f64 x) (-.f64 (/.f64 y x) (/.f64 (log.f64 y) z)))
(*.f64 (neg.f64 x) (-.f64 (/.f64 y x) (/.f64 (log.f64 y) z)))
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(*.f64 (log.f64 y) x)
(/.f64 t (*.f64 (log.f64 y) x))
(/.f64 (neg.f64 (-.f64 (/.f64 (*.f64 (*.f64 t z) (log1p.f64 (neg.f64 y))) (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)) (/.f64 t (log.f64 y)))) x)
(/.f64 (neg.f64 (-.f64 (/.f64 (neg.f64 t) (log.f64 y)) (/.f64 (fma.f64 (/.f64 t x) (*.f64 (*.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64)))) (*.f64 (neg.f64 t) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) x))) x)
(/.f64 (neg.f64 (-.f64 (/.f64 (neg.f64 t) (log.f64 y)) (/.f64 (-.f64 (/.f64 (neg.f64 (-.f64 (/.f64 (*.f64 (*.f64 t (pow.f64 z #s(literal 3 binary64))) (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64))) (*.f64 (pow.f64 (log.f64 y) #s(literal 4 binary64)) x)) (/.f64 (*.f64 (*.f64 (*.f64 z z) t) (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64))) (pow.f64 (log.f64 y) #s(literal 3 binary64))))) x) (/.f64 (*.f64 (*.f64 t z) (log1p.f64 (neg.f64 y))) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) x))) x)

rewrite280.0ms (2%)

Memory
4.2MiB live, 246.2MiB allocated
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
062380
089350
1407285
23200285
010193285
Stop Event
iter limit
node limit
iter limit
Counts
23 → 324
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
(fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))
(log.f64 y)
(neg.f64 (fma.f64 z y t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
#s(approx (log (+ 1 (neg y))) (neg.f64 y))
(neg.f64 y)
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
#s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t))
(/.f64 #s(literal -1 binary64) t)
(*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t)
#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)))
#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))
(*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))))
(/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))))))
(neg.f64 t)
(fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y))
(/.f64 (log.f64 y) z)
(*.f64 (log.f64 y) x)
(/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))
Outputs
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eval274.0ms (2%)

Memory
10.9MiB live, 459.9MiB allocated
Compiler

Compiled 73 529 to 3 784 computations (94.9% saved)

prune67.0ms (0.5%)

Memory
25.3MiB live, 227.8MiB allocated
Pruning

28 alts after pruning (21 fresh and 7 done)

PrunedKeptTotal
New1 17991 188
Fresh81220
Picked145
Done033
Total1 188281 216
Accuracy
100.0%
Counts
1 216 → 28
Alt Table
Click to see full alt table
StatusAccuracyProgram
41.4%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
17.3%
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
45.2%
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
99.2%
(-.f64 (fma.f64 x (/.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))) #s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z))) t)
84.8%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
91.2%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (log.f64 y) (/.f64 x z) (neg.f64 y)) z))) t)
90.8%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t)
90.8%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 #s(literal 1 binary64) (/.f64 z (log.f64 y))) (neg.f64 y)) z))) t)
90.8%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (*.f64 (pow.f64 z #s(literal -1 binary64)) (log.f64 y)) (neg.f64 y)) z))) t)
41.4%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
78.1%
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 (+.f64 z (*.f64 x (/.f64 (neg.f64 (log.f64 y)) y)))) y))) t)
41.5%
#s(approx (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (*.f64 (log.f64 y) x))
71.6%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x))) (/.f64 (-.f64 (/.f64 t (log.f64 y)) (/.f64 (*.f64 (*.f64 t z) (log1p.f64 (neg.f64 y))) (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x))) x))))))
73.5%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x))) (/.f64 t (*.f64 (log.f64 y) x)))))))
30.2%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) #s(approx (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (neg.f64 (/.f64 (*.f64 (log.f64 y) x) t)))))
17.4%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
11.0%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
17.3%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
17.3%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
17.2%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
17.0%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
17.2%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (*.f64 (fma.f64 #s(literal -1/2 binary64) (*.f64 z y) (neg.f64 z)) y)))
99.4%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
55.8%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))))
22.0%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
45.3%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
59.8%
#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))))
86.1%
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log y) x) (neg (+ (* z y) t))) (*.f64 (-.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) (/.f64 (*.f64 z y) t)) t)))
Compiler

Compiled 3 305 to 1 038 computations (68.6% saved)

regimes160.0ms (1.2%)

Memory
-53.5MiB live, 178.6MiB allocated
Counts
64 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
#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 (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (*.f64 (fma.f64 #s(literal -1/2 binary64) (*.f64 z y) (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) 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)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) #s(approx (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (neg.f64 (/.f64 (*.f64 (log.f64 y) x) t)))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (log.f64 y) (/.f64 x z) (neg.f64 y)) z))) t)
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 (+.f64 z (*.f64 x (/.f64 (neg.f64 (log.f64 y)) y)))) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (*.f64 x (/.f64 (neg.f64 (log.f64 y)) y)) #s(literal -1 binary64) (neg.f64 z)) y))) t)
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x))) (/.f64 t (*.f64 (log.f64 y) x)))))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 #s(literal 1 binary64) (/.f64 z (log.f64 y))) (neg.f64 y)) z))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log y) x) (neg (+ (* z y) t))) (*.f64 (-.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) (/.f64 (*.f64 z y) t)) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (fma.f64 x (/.f64 (log.f64 y) t) (/.f64 (*.f64 (neg.f64 y) z) 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)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (*.f64 (pow.f64 z #s(literal -1 binary64)) (log.f64 y)) (neg.f64 y)) z))) t)
(-.f64 #s(approx (+ (* x (/ (* (pow (log y) 2) 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))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
(fma.f64 (sqrt.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))) (sqrt.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))) (neg.f64 t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (*.f64 (fma.f64 x (/.f64 (log.f64 y) (*.f64 t z)) (/.f64 (log1p.f64 (neg.f64 y)) t)) z)))))
(pow.f64 (pow.f64 (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) #s(literal 1/2 binary64)) #s(literal 2 binary64))
(pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x))) (/.f64 (-.f64 (/.f64 t (log.f64 y)) (/.f64 (*.f64 (*.f64 t z) (log1p.f64 (neg.f64 y))) (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x))) x))))))
(-.f64 (fma.f64 x (/.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))) #s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z))) t)
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) #s(approx (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (*.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (*.f64 (pow.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64)) (*.f64 t t)) #s(literal -1 binary64)) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t))))
(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (neg.f64 x) (log.f64 y))) (-.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))))) t)
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (neg.f64 (-.f64 (/.f64 (neg.f64 (-.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) x) (/.f64 #s(literal 1 binary64) (log.f64 y)))) x)))
(*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64))))
(-.f64 (fma.f64 x (*.f64 x (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))) (neg.f64 (/.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 x (/.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))) (neg.f64 (/.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 (*.f64 x x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))) (neg.f64 (/.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 (*.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))) (neg.f64 (/.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 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))) x) (-.f64 (/.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (neg.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))) t))
(-.f64 (fma.f64 x (*.f64 (log.f64 y) (*.f64 (log.f64 y) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))))) (neg.f64 (/.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 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 4 binary64)) (pow.f64 t #s(literal 4 binary64))) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) (fma.f64 t t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64)))))
(fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (*.f64 (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal -1 binary64)) x) (-.f64 (/.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (neg.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))) t))
Outputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
Calls

6 calls:

47.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
33.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
20.0ms
y
20.0ms
x
19.0ms
z
Results
AccuracySegmentsBranch
99.6%1x
99.6%1y
99.6%1z
99.6%1t
99.6%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.6%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes81.0ms (0.6%)

Memory
18.0MiB live, 178.6MiB allocated
Counts
41 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
#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 (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (*.f64 (fma.f64 #s(literal -1/2 binary64) (*.f64 z y) (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) 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)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) #s(approx (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (neg.f64 (/.f64 (*.f64 (log.f64 y) x) t)))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (log.f64 y) (/.f64 x z) (neg.f64 y)) z))) t)
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 (+.f64 z (*.f64 x (/.f64 (neg.f64 (log.f64 y)) y)))) y))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (*.f64 x (/.f64 (neg.f64 (log.f64 y)) y)) #s(literal -1 binary64) (neg.f64 z)) y))) t)
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (/ t (+ (* (log (+ 1 (neg y))) z) (* (log y) x))) (/.f64 t (*.f64 (log.f64 y) x)))))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 #s(literal 1 binary64) (/.f64 z (log.f64 y))) (neg.f64 y)) z))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log y) x) (neg (+ (* z y) t))) (*.f64 (-.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) (/.f64 (*.f64 z y) t)) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (fma.f64 x (/.f64 (log.f64 y) t) (/.f64 (*.f64 (neg.f64 y) z) 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)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (*.f64 (pow.f64 z #s(literal -1 binary64)) (log.f64 y)) (neg.f64 y)) z))) t)
(-.f64 #s(approx (+ (* x (/ (* (pow (log y) 2) 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))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))))
Outputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
Calls

6 calls:

15.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
14.0ms
x
13.0ms
z
13.0ms
t
12.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
Results
AccuracySegmentsBranch
99.4%1y
99.4%1x
99.4%1z
99.4%1t
99.4%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.4%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes92.0ms (0.7%)

Memory
1.2MiB live, 82.0MiB allocated
Counts
23 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
#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 (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (*.f64 (fma.f64 #s(literal -1/2 binary64) (*.f64 z y) (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) 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)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y 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:

38.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
22.0ms
z
7.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
7.0ms
t
7.0ms
y
Results
AccuracySegmentsBranch
99.4%1x
99.4%1y
99.4%1z
99.4%1t
99.4%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.4%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes55.0ms (0.4%)

Memory
2.1MiB live, 77.7MiB allocated
Counts
22 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
#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 (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (*.f64 (fma.f64 #s(literal -1/2 binary64) (*.f64 z y) (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) 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)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))))
Outputs
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
Calls

6 calls:

13.0ms
z
11.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
7.0ms
t
7.0ms
y
7.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
Results
AccuracySegmentsBranch
92.3%3x
84.8%1y
90.0%3z
91.7%3t
90.2%3(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
91.9%3(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes32.0ms (0.2%)

Memory
-27.0MiB live, 14.2MiB allocated
Counts
19 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
#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 (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (*.f64 (fma.f64 #s(literal -1/2 binary64) (*.f64 z y) (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
Outputs
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) 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))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
Calls

1 calls:

31.0ms
x
Results
AccuracySegmentsBranch
92.1%3x
Compiler

Compiled 1 to 4 computations (-300% saved)

regimes57.0ms (0.4%)

Memory
30.0MiB live, 67.9MiB allocated
Counts
18 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
#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 (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (*.f64 (fma.f64 #s(literal -1/2 binary64) (*.f64 z y) (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
#s(approx (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
Outputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.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 (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
Calls

6 calls:

26.0ms
t
6.0ms
(-.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
z
6.0ms
y
Results
AccuracySegmentsBranch
59.8%1y
65.6%3z
63.5%3(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
75.3%3t
80.3%3(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
80.8%3x
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes89.0ms (0.6%)

Memory
-19.1MiB live, 57.3MiB allocated
Counts
13 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
#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 (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (*.f64 (fma.f64 #s(literal -1/2 binary64) (*.f64 z y) (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) 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:

39.0ms
x
30.0ms
(-.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
t
4.0ms
y
Results
AccuracySegmentsBranch
59.8%1y
59.8%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
59.8%1z
59.8%1t
59.8%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
59.8%1x
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes11.0ms (0.1%)

Memory
25.8MiB live, 25.8MiB allocated
Counts
2 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
Outputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
Calls

6 calls:

2.0ms
(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms
y
2.0ms
x
2.0ms
t
Results
AccuracySegmentsBranch
52.6%3t
51.1%3(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
45.3%1(+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
50.8%3z
45.3%1x
45.3%1y
Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes34.0ms (0.2%)

Memory
-33.3MiB live, 9.9MiB allocated
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

3 calls:

31.0ms
t
1.0ms
(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
1.0ms
z
Results
AccuracySegmentsBranch
45.3%1z
45.3%1(-.f64 (+.f64 (*.f64 x (log.f64 y)) (*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
45.3%1t
Compiler

Compiled 15 to 20 computations (-33.3% saved)

bsearch95.0ms (0.7%)

Memory
4.1MiB live, 79.8MiB allocated
Algorithm
binary-search
Stop Event
narrow-enough
narrow-enough
Steps
TimeLeftRight
50.0ms
1.4260292852699014e-77
1.6834618460076367e-75
42.0ms
-1.2333542746355413e-31
-1.2900585170505672e-33
Samples
70.0ms89×1valid
12.0ms135×0valid
Compiler

Compiled 534 to 481 computations (9.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 74.0ms
ival-log: 63.0ms (85.4% of total)
ival-mult: 4.0ms (5.4% of total)
ival-sub: 3.0ms (4.1% of total)
adjust: 2.0ms (2.7% of total)
ival-add: 1.0ms (1.4% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

bsearch78.0ms (0.6%)

Memory
16.0MiB live, 89.6MiB allocated
Algorithm
binary-search
Stop Event
narrow-enough
narrow-enough
Steps
TimeLeftRight
1.0ms
1.4260292852699014e-77
1.6834618460076367e-75
74.0ms
-7.29398406357304e-62
-3.3166400906841284e-79
Samples
59.0ms65×1valid
8.0ms95×0valid
Compiler

Compiled 832 to 648 computations (22.1% saved)

Precisions
Click to see histograms. Total time spent on operations: 62.0ms
ival-log: 53.0ms (86% of total)
ival-mult: 3.0ms (4.9% of total)
ival-sub: 2.0ms (3.2% of total)
adjust: 2.0ms (3.2% of total)
ival-add: 1.0ms (1.6% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

bsearch133.0ms (1%)

Memory
17.3MiB live, 95.9MiB allocated
Algorithm
binary-search
Stop Event
narrow-enough
narrow-enough
Steps
TimeLeftRight
65.0ms
1.47909357291205e+29
2.590641322461304e+31
65.0ms
-1.2333542746355413e-31
-1.2900585170505672e-33
Samples
96.0ms131×0valid
25.0ms77×1valid
Compiler

Compiled 688 to 537 computations (21.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 29.0ms
ival-log: 19.0ms (65.9% of total)
ival-mult: 4.0ms (13.9% of total)
ival-sub: 3.0ms (10.4% of total)
adjust: 2.0ms (6.9% of total)
ival-add: 1.0ms (3.5% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

bsearch155.0ms (1.1%)

Memory
-1.4MiB live, 82.5MiB allocated
Algorithm
binary-search
Stop Event
narrow-enough
narrow-enough
Steps
TimeLeftRight
23.0ms
9.630935354786e-55
9.021229472723367e-54
128.0ms
-1.0787654398423208e-36
-4.832527489143057e-38
Samples
89.0ms86×1valid
11.0ms122×0valid
Compiler

Compiled 614 to 487 computations (20.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 33.0ms
ival-log: 22.0ms (67.5% of total)
ival-mult: 4.0ms (12.3% of total)
ival-sub: 3.0ms (9.2% of total)
adjust: 2.0ms (6.1% 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)

simplify209.0ms (1.5%)

Memory
-18.0MiB live, 21.6MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
074388
190388
299388
3102388
Stop Event
saturated
Calls
Call 1
Inputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z 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 x #s(literal -8476709496519237/5846006549323611672814739330865132078623730171904 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 733332951480415/4074071952668972172536891376818756322102936787331872501272280898708762599526673412366794752 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -466240534134175/485667223056432267729865476705879726660601709763034880312953102434726071301302124544 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 733332951480415/4074071952668972172536891376818756322102936787331872501272280898708762599526673412366794752 binary64)) #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)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -2740315569995443/22835963083295358096932575511191922182123945984 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 1950000000000000052848767270912 binary64)) #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 (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.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))))
(if (<=.f64 t #s(literal -5267953421726493/47890485652059026823698344598447161988085597568237568 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 5348853418762687/1725436586697640946858688965569256363112777243042596638790631055949824 binary64)) #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) #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
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
(if (<=.f64 x #s(literal -8476709496519237/5846006549323611672814739330865132078623730171904 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 733332951480415/4074071952668972172536891376818756322102936787331872501272280898708762599526673412366794752 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -466240534134175/485667223056432267729865476705879726660601709763034880312953102434726071301302124544 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 733332951480415/4074071952668972172536891376818756322102936787331872501272280898708762599526673412366794752 binary64)) #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)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -2740315569995443/22835963083295358096932575511191922182123945984 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 1950000000000000052848767270912 binary64)) #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 (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 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))))
(if (<=.f64 t #s(literal -5267953421726493/47890485652059026823698344598447161988085597568237568 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 5348853418762687/1725436586697640946858688965569256363112777243042596638790631055949824 binary64)) #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) #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))

soundness1.2s (8.3%)

Memory
-12.1MiB live, 674.3MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01921688
15851578
217841526
351941494
083151337
056466
083424
1372343
22918343
09337343
0136924789
1484922498
0832021246
0208040867
1717440867
0858937454
01238
01938
16738
250638
3673938
0821132
Stop Event
fuel
iter limit
node limit
iter limit
iter limit
node limit
iter limit
node limit
iter limit
node limit
iter limit
iter limit
node limit
Compiler

Compiled 548 to 221 computations (59.7% saved)

preprocess206.0ms (1.5%)

Memory
-7.7MiB live, 149.4MiB allocated
Compiler

Compiled 864 to 218 computations (74.8% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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