Statistics.Distribution.Beta:$cdensity from math-functions-0.1.5.2

Time bar (total: 14.3s)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated

analyze91.0ms (0.6%)

Memory
0.9MiB live, 194.1MiB allocated
Algorithm
1×search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.8%0.2%0%0%0%0
0%0%99.8%0.2%0%0%0%1
0%0%99.8%0.2%0%0%0%2
0%0%49.9%0.2%0%49.9%0%3
0%0%49.9%0.2%0%49.9%0%4
0%0%49.9%0.2%0%49.9%0%5
0%0%49.9%0.2%0%49.9%0%6
0%0%25%0.2%0%74.9%0%7
0%0%25%0.2%0%74.9%0%8
0%0%25%0.2%0%74.9%0%9
0%0%25%0.2%0%74.9%0%10
50%12.5%12.5%0.2%0%74.9%0%11
50%12.5%12.5%0.2%0%74.9%0%12
Compiler

Compiled 19 to 16 computations (15.8% saved)

sample2.5s (17.4%)

Memory
38.6MiB live, 2 904.0MiB allocated
Samples
1.1s2 051×1valid
746.0ms6 205×0valid
0.0ms5×0invalid
Precisions
Click to see histograms. Total time spent on operations: 1.6s
ival-log: 692.0ms (44.4% of total)
ival-sub: 459.0ms (29.4% of total)
ival-mult: 241.0ms (15.5% of total)
adjust: 105.0ms (6.7% of total)
ival-add: 45.0ms (2.9% of total)
ival-true: 7.0ms (0.4% of total)
exact: 6.0ms (0.4% of total)
ival-assert: 4.0ms (0.3% of total)
Bogosity

explain639.0ms (4.5%)

Memory
-40.4MiB live, 381.5MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
2540-0-(log.f64 (-.f64 #s(literal 1 binary64) y))
00-0-(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
00-0-(-.f64 #s(literal 1 binary64) y)
00-0-(log.f64 y)
00-0-t
00-0-#s(literal 1 binary64)
00-0-z
00-0-(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
00-0-(-.f64 z #s(literal 1 binary64))
00-0-(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
00-0-(-.f64 x #s(literal 1 binary64))
00-0-y
00-0-(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
log.f64(log.f64 (-.f64 #s(literal 1 binary64) y))sensitivity2540
Confusion
Predicted +Predicted -
+440
-2102
Precision
0.1732283464566929
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+4400
-21002
Precision?
0.1732283464566929
Recall?
1.0
Freqs
test
numberfreq
02
1254
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
217.0ms372×1valid
183.0ms120×2valid
2.0ms20×0valid
Compiler

Compiled 153 to 46 computations (69.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 347.0ms
adjust: 98.0ms (28.3% of total)
ival-log: 91.0ms (26.2% of total)
ival-sub: 76.0ms (21.9% of total)
ival-add: 59.0ms (17% of total)
ival-mult: 21.0ms (6.1% of total)
ival-true: 1.0ms (0.3% of total)
ival-assert: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

preprocess215.0ms (1.5%)

Memory
25.2MiB live, 142.9MiB allocated
Algorithm
1×egg-herbie
Rules
4 252×lower-fma.f64
4 252×lower-fma.f32
1 420×sub-neg
1 040×lower-+.f32
1 038×lower-+.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
070252
1159248
2467241
31721240
44245240
57008240
01417
02317
13817
26417
314017
429717
581817
6235017
7351417
8388717
9393317
10393317
11431617
12441317
13441317
14441517
0441515
Stop Event
1×iter limit
1×saturated
1×iter limit
1×node limit
Calls
Call 1
Inputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
Outputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
Compiler

Compiled 17 to 14 computations (17.6% saved)

eval0.0ms (0%)

Memory
0.2MiB live, 0.2MiB allocated
Compiler

Compiled 0 to 4 computations (-∞% saved)

prune1.0ms (0%)

Memory
0.7MiB live, 0.7MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
▶85.1%
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
Compiler

Compiled 17 to 14 computations (17.6% saved)

simplify186.0ms (1.3%)

Memory
-10.2MiB live, 37.3MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
cost-diff0
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff64
(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff128
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
Rules
4 252×lower-fma.f64
4 252×lower-fma.f32
1 040×lower-+.f32
1 038×lower-+.f64
1 034×lower--.f32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01466
02366
13866
26466
314066
429766
581866
6235066
7351466
8388766
9393366
10393366
11431666
12441366
13441366
14441566
0441560
Stop Event
1×iter limit
1×saturated
1×iter limit
Calls
Call 1
Inputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(log.f64 y)
y
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(-.f64 z #s(literal 1 binary64))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
t
Outputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(log.f64 y)
y
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
(-.f64 z #s(literal 1 binary64))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(log1p.f64 (neg.f64 y))
(-.f64 #s(literal 1 binary64) y)
t

localize167.0ms (1.2%)

Memory
7.7MiB live, 83.2MiB allocated
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
accuracy0.01171875
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
accuracy0.01171875
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy0.125
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy58.92107152711667
(log.f64 (-.f64 #s(literal 1 binary64) y))
Samples
87.0ms60×2valid
61.0ms186×1valid
1.0ms10×0valid
Compiler

Compiled 68 to 16 computations (76.5% saved)

Precisions
Click to see histograms. Total time spent on operations: 131.0ms
ival-log: 42.0ms (32.1% of total)
ival-mult: 39.0ms (29.8% of total)
ival-sub: 37.0ms (28.2% of total)
adjust: 11.0ms (8.4% of total)
ival-add: 2.0ms (1.5% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series366.0ms (2.6%)

Memory
-33.2MiB live, 85.9MiB allocated
Counts
4 → 120
Calls
Call 1
Inputs
#s(alt (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) (patch (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #<representation binary64>) () ())
#s(alt (log.f64 (-.f64 #s(literal 1 binary64) y)) (patch (log.f64 (-.f64 #s(literal 1 binary64) y)) #<representation binary64>) () ())
#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())
#s(alt (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())
Outputs
#s(alt (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor inf t) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) (taylor inf t) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) (taylor inf t) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) (taylor inf t) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor -inf t) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t))))) (taylor -inf t) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t))))) (taylor -inf t) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t))))) (taylor -inf t) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) (taylor 0 z) (#s(alt (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) (patch (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) (taylor 0 z) (#s(alt (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) (patch (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) (taylor 0 z) (#s(alt (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) (patch (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) (taylor 0 z) (#s(alt (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) (patch (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) (taylor 0 z) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
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#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x))))) (taylor -inf x) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x))))) (taylor -inf x) (#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
Calls

12 calls:

TimeVariablePointExpression
162.0ms
y
@0
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)))
48.0ms
t
@0
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)))
15.0ms
y
@inf
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)))
13.0ms
y
@-inf
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)))
3.0ms
x
@0
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)))

simplify334.0ms (2.3%)

Memory
38.6MiB live, 223.7MiB allocated
Algorithm
1×egg-herbie
Rules
15 968×lower-fma.f64
15 968×lower-fma.f32
4 076×lower-+.f64
4 076×lower-+.f32
3 898×lower--.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02092093
16371954
219311848
368751835
085781687
Stop Event
1×iter limit
1×node limit
Counts
120 → 120
Calls
Call 1
Inputs
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(* z (log (- 1 y)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(* -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))
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(* (log y) (- x 1))
(* (log y) (- x 1))
(* (log y) (- x 1))
(* (log y) (- x 1))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
(+ (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 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(* -1 (* (log (/ 1 y)) (- x 1)))
(* -1 (* (log (/ 1 y)) (- x 1)))
(* -1 (* (log (/ 1 y)) (- x 1)))
(* -1 (* (log (/ 1 y)) (- x 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(* -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 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
(+ (* -1 (log y)) (* x (log y)))
(+ (* -1 (log y)) (* x (log y)))
(* x (log y))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (log y))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
Outputs
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(* -1 t)
(neg.f64 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(neg.f64 (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y))) (/.f64 t t) t))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(neg.f64 (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y))) (/.f64 t t) t))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(neg.f64 (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y))) (/.f64 t t) t))
(* -1 t)
(neg.f64 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(neg.f64 (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y))) (/.f64 t t) t))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(neg.f64 (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y))) (/.f64 t t) t))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(neg.f64 (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y))) (/.f64 t t) t))
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (log1p.f64 (neg.f64 y))))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y))))
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(* z (log (- 1 y)))
(*.f64 z (log1p.f64 (neg.f64 y)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(*.f64 (+.f64 (/.f64 (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (log1p.f64 (neg.f64 y)))) z) (log1p.f64 (neg.f64 y))) z)
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(*.f64 (+.f64 (/.f64 (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (log1p.f64 (neg.f64 y)))) z) (log1p.f64 (neg.f64 y))) z)
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(*.f64 (+.f64 (/.f64 (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (log1p.f64 (neg.f64 y)))) z) (log1p.f64 (neg.f64 y))) z)
(* z (log (- 1 y)))
(*.f64 z (log1p.f64 (neg.f64 y)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(*.f64 (+.f64 (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))) z) (log1p.f64 (neg.f64 y))) z)
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(*.f64 (+.f64 (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))) z) (log1p.f64 (neg.f64 y))) z)
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(*.f64 (+.f64 (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))) z) (log1p.f64 (neg.f64 y))) z)
(* z (log (- 1 y)))
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) (+.f64 (log.f64 y) t)) x)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) (+.f64 (log.f64 y) t)) x)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) (+.f64 (log.f64 y) t)) x)) x)
(* x (log y))
(*.f64 x (log.f64 y))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)

rewrite243.0ms (1.7%)

Memory
5.1MiB live, 288.8MiB allocated
Rules
9 524×lower-fma.f64
9 524×lower-fma.f32
5 586×lower-*.f32
5 582×lower-*.f64
4 212×lower-/.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01442
02342
19542
275742
0847137
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
4 → 425
Calls
Call 1
Inputs
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
Outputs
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eval79.0ms (0.6%)

Memory
-13.0MiB live, 180.2MiB allocated
Compiler

Compiled 18 942 to 1 568 computations (91.7% saved)

prune28.0ms (0.2%)

Memory
7.1MiB live, 90.4MiB allocated
Pruning

18 alts after pruning (18 fresh and 0 done)

PrunedKeptTotal
New52718545
Fresh000
Picked101
Done000
Total52818546
Accuracy
100.0%
Counts
546 → 18
Alt Table
Click to see full alt table
StatusAccuracyProgram
98.6%
(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) (*.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) (pow.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) #s(literal -1 binary64))) (neg.f64 t))
▶99.9%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
50.2%
(/.f64 (-.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 2 binary64)) (*.f64 t t)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) t)))
99.7%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
▶60.0%
(-.f64 (+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
51.0%
(-.f64 (+.f64 (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (-.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
85.0%
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.7%
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 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)))) t)
▶99.6%
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
65.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))) t)
99.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
▶50.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
70.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
84.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
99.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
15.2%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
34.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
▶37.1%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Compiler

Compiled 626 to 496 computations (20.8% saved)

simplify171.0ms (1.2%)

Memory
-1.9MiB live, 229.3MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
cost-diff0
(-.f64 (+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff64
(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff128
(+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
cost-diff1088
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64)))
cost-diff0
(-.f64 x #s(literal 1 binary64))
cost-diff0
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
cost-diff0
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
cost-diff128
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))))
cost-diff0
(log1p.f64 (neg.f64 y))
cost-diff0
(*.f64 z (log1p.f64 (neg.f64 y)))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
cost-diff0
(neg.f64 t)
cost-diff0
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
cost-diff0
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))
cost-diff0
(log.f64 y)
cost-diff0
(-.f64 x #s(literal 1 binary64))
cost-diff0
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
Rules
14 706×lower-fma.f32
14 696×lower-fma.f64
2 496×lower-+.f32
2 492×lower-+.f64
2 420×lower--.f32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
046343
077320
1126320
2224320
3625315
41655315
54250315
67319315
08141310
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(log.f64 y)
y
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
(-.f64 z #s(literal 1 binary64))
z
(neg.f64 t)
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y))))
(*.f64 z (log1p.f64 (neg.f64 y)))
z
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
t
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(log.f64 y)
y
(*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))
(-.f64 z #s(literal 1 binary64))
z
#s(approx (log (- 1 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 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)
(fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64))
(fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))
#s(literal -1/3 binary64)
#s(literal -1/2 binary64)
#s(literal -1 binary64)
t
(-.f64 (+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64)))
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
(fma.f64 x x #s(literal -1 binary64))
x
#s(literal -1 binary64)
(log.f64 y)
y
(-.f64 x #s(literal -1 binary64))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
t
Outputs
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(log.f64 y)
y
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
(-.f64 z #s(literal 1 binary64))
z
(neg.f64 t)
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y))))
(*.f64 z (log1p.f64 (neg.f64 y)))
z
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
t
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))))
(fma.f64 #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(log.f64 y)
y
(*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))
(*.f64 #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)))
(-.f64 z #s(literal 1 binary64))
z
#s(approx (log (- 1 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 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)
(fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64))
(fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))
#s(literal -1/3 binary64)
#s(literal -1/2 binary64)
#s(literal -1 binary64)
t
(-.f64 (+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
(+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64)))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
(fma.f64 x x #s(literal -1 binary64))
x
#s(literal -1 binary64)
(log.f64 y)
y
(-.f64 x #s(literal -1 binary64))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(log.f64 (-.f64 #s(literal 1 binary64) y))
(log1p.f64 (neg.f64 y))
(-.f64 #s(literal 1 binary64) y)
t

localize219.0ms (1.5%)

Memory
-3.7MiB live, 474.8MiB allocated
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
accuracy0.01171875
(+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy0.109375
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
accuracy16.106596575838676
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64)))
accuracy58.92107152711667
(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy0.01171875
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
accuracy0.01171875
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))))
accuracy0.125
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy0.41466679437570475
#s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))
accuracy0
(log1p.f64 (neg.f64 y))
accuracy0.01171875
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
accuracy0.01171875
(*.f64 z (log1p.f64 (neg.f64 y)))
accuracy50.454654147203605
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y))))
accuracy0
(neg.f64 t)
accuracy40.226053470838046
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
accuracy0
(log1p.f64 (neg.f64 y))
accuracy0
(log.f64 y)
accuracy0.00390625
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))
accuracy0.08984375
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
Samples
122.0ms186×1valid
57.0ms60×2valid
3.0ms10×0valid
Compiler

Compiled 313 to 38 computations (87.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 136.0ms
ival-log: 45.0ms (33% of total)
adjust: 27.0ms (19.8% of total)
ival-mult: 22.0ms (16.1% of total)
ival-sub: 16.0ms (11.7% of total)
ival-add: 14.0ms (10.3% of total)
const: 4.0ms (2.9% of total)
ival-div: 3.0ms (2.2% of total)
ival-log1p: 2.0ms (1.5% of total)
ival-neg: 2.0ms (1.5% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series155.0ms (1.1%)

Memory
0.6MiB live, 322.5MiB allocated
Counts
19 → 552
Calls
Call 1
Inputs
#s(alt (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) (patch (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) #<representation binary64>) () ())
#s(alt (-.f64 x #s(literal 1 binary64)) (patch (-.f64 x #s(literal 1 binary64)) #<representation binary64>) () ())
#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())
#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) #<representation binary64>) () ())
#s(alt #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())
#s(alt (neg.f64 t) (patch (neg.f64 t) #<representation binary64>) () ())
#s(alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t) (patch (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t) #<representation binary64>) () ())
#s(alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) (patch #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) #<representation binary64>) () ())
#s(alt (*.f64 z (log1p.f64 (neg.f64 y))) (patch (*.f64 z (log1p.f64 (neg.f64 y))) #<representation binary64>) () ())
#s(alt (log1p.f64 (neg.f64 y)) (patch (log1p.f64 (neg.f64 y)) #<representation binary64>) () ())
#s(alt (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) (patch (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) #<representation binary64>) () ())
#s(alt (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t) (patch (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t) #<representation binary64>) () ())
#s(alt (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())
#s(alt (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (patch (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) #<representation binary64>) () ())
#s(alt (+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) (patch (+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #<representation binary64>) () ())
#s(alt (log.f64 (-.f64 #s(literal 1 binary64) y)) (patch (log.f64 (-.f64 #s(literal 1 binary64) y)) #<representation binary64>) () ())
#s(alt (-.f64 (+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())
#s(alt #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (patch #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) #<representation binary64>) () ())
#s(alt (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (patch (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) #<representation binary64>) () ())
Outputs
#s(alt (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) (patch (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) (patch (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) (patch (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) (patch (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (* (log (- 1 y)) (- z 1)) (taylor 0 t) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor 0 t) (#s(alt (neg.f64 t) (patch (neg.f64 t) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor 0 t) (#s(alt (neg.f64 t) (patch (neg.f64 t) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor 0 t) (#s(alt (neg.f64 t) (patch (neg.f64 t) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor 0 t) (#s(alt (neg.f64 t) (patch (neg.f64 t) #<representation binary64>) () ())) ())
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Calls

12 calls:

TimeVariablePointExpression
30.0ms
z
@inf
((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (log (- 1 y)) (* (+ (* x x) -1) (log y)))
23.0ms
y
@0
((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (log (- 1 y)) (* (+ (* x x) -1) (log y)))
22.0ms
z
@0
((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (log (- 1 y)) (* (+ (* x x) -1) (log y)))
12.0ms
y
@-inf
((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (log (- 1 y)) (* (+ (* x x) -1) (log y)))
10.0ms
y
@inf
((+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (log y) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (/ (* (+ (* x x) -1) (log y)) (- x -1)) (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (log (- 1 y)) (* (+ (* x x) -1) (log y)))

simplify202.0ms (1.4%)

Memory
16.4MiB live, 335.9MiB allocated
Algorithm
1×egg-herbie
Rules
13 144×lower-fma.f64
13 144×lower-fma.f32
4 368×lower-+.f64
4 368×lower-+.f32
3 852×lower--.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03929682
112368891
236718608
081787900
Stop Event
1×iter limit
1×node limit
Counts
552 → 550
Calls
Call 1
Inputs
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
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(* (log (- 1 y)) (- z 1))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(* -1 t)
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(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
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(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
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(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 1))
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(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
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(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (* (log (- 1 y)) (- z 1)) t)))))
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(* -1 (* t (+ 1 (* -1 (/ (* (log (- 1 y)) (- z 1)) t)))))
(* -1 t)
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(* -1 t)
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(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 t)
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(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
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(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (log y))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (log y))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (log y))
(* x (- (+ (log y) (/ (* (log (- 1 y)) (- z 1)) x)) (/ (log y) x)))
(* x (- (+ (log y) (/ (* (log (- 1 y)) (- z 1)) x)) (/ (log y) x)))
(* x (- (+ (log y) (/ (* (log (- 1 y)) (- z 1)) x)) (/ (log y) x)))
(* x (log y))
(* x (- (+ (log y) (/ (* (log (- 1 y)) (- z 1)) x)) (+ (/ t x) (/ (log y) x))))
(* x (- (+ (log y) (/ (* (log (- 1 y)) (- z 1)) x)) (+ (/ t x) (/ (log y) x))))
(* x (- (+ (log y) (/ (* (log (- 1 y)) (- z 1)) x)) (+ (/ t x) (/ (log y) x))))
(* (pow x 2) (log y))
(* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2)))))
(* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2)))))
(* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
x
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (- (/ 1 x) 1)))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (log y)) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (log y)) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (log y)) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x)))))
(* (pow x 2) (log y))
(* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2)))))
(* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2)))))
(* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2)))))
Outputs
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(* (log (- 1 y)) (- z 1))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x)) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x)) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x)) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
(* -1 t)
(neg.f64 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(* -1 t)
(neg.f64 t)
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)) t)
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)) t)
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)) t)
(* -1 t)
(neg.f64 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
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(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(* -1 t)
(neg.f64 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(* -1 t)
(neg.f64 t)
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (fma.f64 t x t)) (log.f64 y) (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (fma.f64 t x t)) (log.f64 y) (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (fma.f64 t x t)) (log.f64 y) (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) #s(literal -1 binary64))) t)
(* -1 t)
(neg.f64 t)
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(fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t))
(* -1 t)
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(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)) t)
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(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)) t)
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(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)) t)
(* -1 t)
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(fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t))
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(* -1 t)
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(* -1 t)
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x
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rewrite209.0ms (1.5%)

Memory
-23.7MiB live, 388.7MiB allocated
Rules
9 080×lower-fma.f32
9 070×lower-fma.f64
4 350×lower-/.f32
4 348×lower-/.f64
4 100×lower-*.f32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
046239
077218
1319213
22736213
09407193
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
19 → 839
Calls
Call 1
Inputs
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 x #s(literal 1 binary64))
(log.f64 y)
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y))))
(*.f64 z (log1p.f64 (neg.f64 y)))
(log1p.f64 (neg.f64 y))
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64)))
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#s(approx (log (- 1 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 x x #s(literal -1 binary64)) (log.f64 y))
Outputs
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eval221.0ms (1.5%)

Memory
4.8MiB live, 509.4MiB allocated
Compiler

Compiled 42 815 to 2 884 computations (93.3% saved)

prune56.0ms (0.4%)

Memory
1.5MiB live, 164.6MiB allocated
Pruning

27 alts after pruning (26 fresh and 1 done)

PrunedKeptTotal
New1 514221 536
Fresh9413
Picked415
Done000
Total1 527271 554
Accuracy
100.0%
Counts
1 554 → 27
Alt Table
Click to see full alt table
StatusAccuracyProgram
98.6%
(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) (*.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) (pow.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) #s(literal -1 binary64))) (neg.f64 t))
99.7%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.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)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
99.5%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
▶84.6%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))))
▶99.3%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
84.3%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
50.0%
(/.f64 (-.f64 (pow.f64 (fma.f64 #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 2 binary64)) (*.f64 t t)) (fma.f64 #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) t)))
▶99.7%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
64.4%
(-.f64 (+.f64 (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (-.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
85.0%
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
45.9%
(-.f64 (+.f64 (/.f64 #s(approx (* (+ (* x x) -1) (log y)) (*.f64 (*.f64 x (log.f64 y)) x)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
75.3%
(-.f64 (+.f64 (*.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (fma.f64 x x #s(literal -1 binary64)))) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
65.5%
(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
59.2%
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
70.4%
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
37.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
50.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
50.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
49.9%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
▶49.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
50.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
15.2%
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
▶34.3%
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
88.5%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t)))
99.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
16.2%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
✓37.1%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Compiler

Compiled 949 to 762 computations (19.7% saved)

simplify144.0ms (1%)

Memory
14.6MiB live, 167.1MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 19 expressions of interest:

NewMetricScoreProgram
cost-diff0
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y))))
cost-diff0
(log.f64 y)
cost-diff0
(-.f64 x #s(literal 1 binary64))
cost-diff0
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))))
cost-diff0
(log.f64 y)
cost-diff0
(-.f64 x #s(literal 1 binary64))
cost-diff0
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
cost-diff128
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))
cost-diff0
(log.f64 y)
cost-diff0
(*.f64 x (log.f64 y))
cost-diff0
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
cost-diff0
#s(approx (log (+ 1 (neg y))) (neg.f64 y))
cost-diff0
(*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
cost-diff0
(log1p.f64 (neg.f64 y))
cost-diff0
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
cost-diff128
(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))
cost-diff1280
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
Rules
15 266×lower-fma.f32
15 256×lower-fma.f64
2 570×lower-*.f32
2 566×lower-*.f64
2 252×lower-+.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
050314
075303
1130303
2246303
3671296
41809296
54599296
67876296
08079290
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
(-.f64 z #s(literal 1 binary64))
z
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
(neg.f64 t)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))
(*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))
z
#s(approx (log (+ 1 (neg y))) (neg.f64 y))
(neg.f64 y)
y
t
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
(*.f64 x (log.f64 y))
x
(log.f64 y)
y
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(log.f64 y)
y
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)))
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))
(fma.f64 (-.f64 z #s(literal 1 binary64)) y t)
(-.f64 z #s(literal 1 binary64))
z
t
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(log.f64 y)
y
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y))))
(-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))
(neg.f64 t)
t
(log1p.f64 (neg.f64 y))
(neg.f64 y)
Outputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))
(/.f64 #s(literal -1 binary64) (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) t)))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
(-.f64 z #s(literal 1 binary64))
z
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
(neg.f64 t)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
(*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))
(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
z
#s(approx (log (+ 1 (neg y))) (neg.f64 y))
(neg.f64 y)
y
t
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
(*.f64 x (log.f64 y))
x
(log.f64 y)
y
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 y (fma.f64 z y t))))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(log.f64 y)
y
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)))
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 y (fma.f64 z y t)))
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))
(-.f64 y (fma.f64 z y t))
(fma.f64 (-.f64 z #s(literal 1 binary64)) y t)
(-.f64 z #s(literal 1 binary64))
z
t
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(log.f64 y)
y
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y))))
(-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))
(neg.f64 t)
t
(log1p.f64 (neg.f64 y))
(neg.f64 y)

localize179.0ms (1.3%)

Memory
7.5MiB live, 209.3MiB allocated
Localize:

Found 19 expressions of interest:

NewMetricScoreProgram
accuracy0
(log1p.f64 (neg.f64 y))
accuracy0
(log.f64 y)
accuracy0.08984375
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))))
accuracy18.80872343747541
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y))))
accuracy0
(log.f64 y)
accuracy0.00390625
(fma.f64 (-.f64 z #s(literal 1 binary64)) y t)
accuracy0.08984375
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
accuracy0.5715258426738641
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)))
accuracy0
(log.f64 y)
accuracy0.26171875
(*.f64 x (log.f64 y))
accuracy42.00649253835595
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
accuracy0.01171875
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
accuracy0.01171875
(*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))
accuracy0.9835822358284092
#s(approx (log (+ 1 (neg y))) (neg.f64 y))
accuracy50.454654147203605
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))
accuracy0.00390625
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
accuracy0.0859375
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))
accuracy0.20703125
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
accuracy0.7413585387438169
(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))
Samples
101.0ms97×1valid
43.0ms159×0valid
Compiler

Compiled 292 to 41 computations (86% saved)

Precisions
Click to see histograms. Total time spent on operations: 117.0ms
ival-log: 31.0ms (26.6% of total)
ival-mult: 18.0ms (15.4% of total)
ival-neg: 17.0ms (14.6% of total)
ival-add: 12.0ms (10.3% of total)
ival-sub: 11.0ms (9.4% of total)
ival-log1p: 11.0ms (9.4% of total)
adjust: 9.0ms (7.7% of total)
ival-div: 7.0ms (6% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series159.0ms (1.1%)

Memory
13.8MiB live, 291.3MiB allocated
Counts
19 → 648
Calls
Call 1
Inputs
#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))) #<representation binary64>) () ())
#s(alt (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))) (patch (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))) #<representation binary64>) () ())
#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))) (patch (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))) #<representation binary64>) () ())
#s(alt (log1p.f64 (neg.f64 y)) (patch (log1p.f64 (neg.f64 y)) #<representation binary64>) () ())
#s(alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t) (patch (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t) #<representation binary64>) () ())
#s(alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (patch #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) #<representation binary64>) () ())
#s(alt (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (patch (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) #<representation binary64>) () ())
#s(alt #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (patch #s(approx (log (+ 1 (neg y))) (neg.f64 y)) #<representation binary64>) () ())
#s(alt #s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y))) (patch #s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y))) #<representation binary64>) () ())
#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())
#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())
#s(alt (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)) (patch (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)) #<representation binary64>) () ())
#s(alt (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)))) (patch (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)))) #<representation binary64>) () ())
#s(alt (-.f64 x #s(literal 1 binary64)) (patch (-.f64 x #s(literal 1 binary64)) #<representation binary64>) () ())
#s(alt (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y))))) (patch (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y))))) #<representation binary64>) () ())
#s(alt #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))) (patch #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))) #<representation binary64>) () ())
#s(alt (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)) (patch (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)) #<representation binary64>) () ())
#s(alt #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))) (patch #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))) #<representation binary64>) () ())
#s(alt (fma.f64 (-.f64 z #s(literal 1 binary64)) y t) (patch (fma.f64 (-.f64 z #s(literal 1 binary64)) y t) #<representation binary64>) () ())
Outputs
#s(alt (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) (taylor 0 t) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (taylor 0 t) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))) #<representation binary64>) () ())) ())
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Calls

12 calls:

TimeVariablePointExpression
19.0ms
x
@0
((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (* x (log y)) (log y) (neg (+ (* (- z 1) y) t)) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (log y) (- x 1)) (neg t)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (- z 1) y) t))
14.0ms
z
@inf
((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (* x (log y)) (log y) (neg (+ (* (- z 1) y) t)) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (log y) (- x 1)) (neg t)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (- z 1) y) t))
13.0ms
x
@-inf
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13.0ms
y
@inf
((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (* x (log y)) (log y) (neg (+ (* (- z 1) y) t)) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (log y) (- x 1)) (neg t)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (- z 1) y) t))
13.0ms
x
@inf
((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (* x (log y)) (log y) (neg (+ (* (- z 1) y) t)) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (- x 1) (+ (* (- x 1) (log y)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t))) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (log y) (- x 1)) (neg t)) (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (+ (* (- z 1) y) t))

simplify262.0ms (1.8%)

Memory
-5.6MiB live, 225.2MiB allocated
Algorithm
1×egg-herbie
Rules
8 752×lower-fma.f64
8 752×lower-fma.f32
5 062×lower-*.f64
5 062×lower-*.f32
4 422×lower-+.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
076313438
1244712585
0803811581
Stop Event
1×iter limit
1×node limit
Counts
648 → 643
Calls
Call 1
Inputs
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(/ 1 (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (/ 1 (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) (/ t (pow (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) 2)))
(+ (* t (+ (/ 1 (pow (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) 2)) (/ t (pow (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) 3)))) (/ 1 (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))))
(+ (* t (+ (* t (+ (/ 1 (pow (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) 3)) (/ t (pow (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) 4)))) (/ 1 (pow (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) 2)))) (/ 1 (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(* -1 (* y (- z 1)))
(- (* -1 t) (* y (- z 1)))
(- (* -1 t) (* y (- z 1)))
(- (* -1 t) (* y (- z 1)))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(* (log (- 1 y)) (- z 1))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(* (log y) (- x 1))
(+ (* -1 t) (* (log y) (- x 1)))
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(+ (* -1 t) (* (log y) (- x 1)))
(* (log (- 1 y)) (- z 1))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (* (log (- 1 y)) (- z 1)))
(* y (- z 1))
(+ t (* y (- z 1)))
(+ t (* y (- z 1)))
(+ t (* y (- z 1)))
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(/ -1 t)
(/ (- (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)) 1) t)
(/ (- (* -1 (/ (pow (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) 2) (pow t 2))) (+ 1 (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)))) t)
(/ (- (* -1 (/ (pow (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) 3) (pow t 3))) (+ 1 (+ (/ (* (log y) (- x 1)) t) (+ (/ (* (log (- 1 y)) (- z 1)) t) (/ (pow (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) 2) (pow t 2)))))) t)
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
(* t (- (* -1 (/ (* y (- z 1)) t)) 1))
(* t (- (* -1 (/ (* y (- z 1)) t)) 1))
(* t (- (* -1 (/ (* y (- z 1)) t)) 1))
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 t)
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 1))
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 1))
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 1))
(* -1 t)
(* t (- (/ (* (log y) (- x 1)) t) 1))
(* t (- (/ (* (log y) (- x 1)) t) 1))
(* t (- (/ (* (log y) (- x 1)) t) 1))
(* -1 t)
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 1))
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 1))
(* t (- (/ (* (log (- 1 y)) (- z 1)) t) 1))
t
(* t (+ 1 (/ (* y (- z 1)) t)))
(* t (+ 1 (/ (* y (- z 1)) t)))
(* t (+ 1 (/ (* y (- z 1)) t)))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(/ -1 t)
(* -1 (/ (+ 1 (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t))) t))
(* -1 (/ (+ 1 (* -1 (/ (- (* -1 (/ (pow (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) 2) t)) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) t))) t))
(* -1 (/ (+ 1 (* -1 (/ (- (* -1 (/ (- (/ (pow (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) 3) t) (* -1 (pow (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) 2))) t)) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) t))) t))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
(* -1 t)
(* -1 (* t (+ 1 (/ (* y (- z 1)) t))))
(* -1 (* t (+ 1 (/ (* y (- z 1)) t))))
(* -1 (* t (+ 1 (/ (* y (- z 1)) t))))
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(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
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(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
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(* -1 (* t (+ 1 (* -1 (/ (* (log y) (- x 1)) t)))))
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(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (* (log (- 1 y)) (- z 1)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* (log (- 1 y)) (- z 1)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* (log (- 1 y)) (- z 1)) t)))))
t
(* -1 (* t (- (* -1 (/ (* y (- z 1)) t)) 1)))
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(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(/ 1 (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t))
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(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
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(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
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(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(- (+ (* -1 (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))) t)
(* -1 (+ t (* -1 y)))
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(- (* -1 (* y z)) (+ t (* -1 y)))
(- (* -1 (* y z)) (+ t (* -1 y)))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
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(- (+ (* -1 (log (- 1 y))) (* z (log (- 1 y)))) t)
(+ t (* -1 y))
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(/ (- (+ (* -1 (/ (* (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) (- (+ (/ 1 (log (- 1 y))) (/ t (pow (log (- 1 y)) 2))) (/ (* (log y) (- x 1)) (pow (log (- 1 y)) 2)))) (* (pow z 2) (log (- 1 y))))) (+ (/ 1 (log (- 1 y))) (+ (/ 1 (* z (log (- 1 y)))) (/ t (* z (pow (log (- 1 y)) 2)))))) (/ (* (log y) (- x 1)) (* z (pow (log (- 1 y)) 2)))) z)
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(* z (log (- 1 y)))
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(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- (pow x 2) 1)) (* z (+ 1 x))))) (/ t z)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- (pow x 2) 1)) (* z (+ 1 x))))) (/ t z)))
(* -1 (* y z))
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(* z (- (+ (log (- 1 y)) (* -1 (/ (log (- 1 y)) z))) (/ t z)))
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(* z (log (- 1 y)))
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(* z (- (+ (log (- 1 y)) (* -1 (/ (log (- 1 y)) z))) (/ t z)))
(* y z)
(* z (+ y (+ (* -1 (/ y z)) (/ t z))))
(* z (+ y (+ (* -1 (/ y z)) (/ t z))))
(* z (+ y (+ (* -1 (/ y z)) (/ t z))))
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* x (log y))
(*.f64 x (log.f64 y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) (log.f64 y)) x) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) (log.f64 y)) x) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)) (log.f64 y)) x) (log.f64 y)))
(* x (log y))
(*.f64 x (log.f64 y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* x (log y))
(*.f64 x (log.f64 y))
(* x (log y))
(*.f64 x (log.f64 y))
(* x (log y))
(*.f64 x (log.f64 y))
(* x (log y))
(*.f64 x (log.f64 y))
(* x (log y))
(*.f64 x (log.f64 y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
x
(* -1 (* x (- (/ 1 x) 1)))
(*.f64 (neg.f64 x) (-.f64 (/.f64 #s(literal 1 binary64) x) #s(literal 1 binary64)))
(* -1 (* x (- (/ 1 x) 1)))
(*.f64 (neg.f64 x) (-.f64 (/.f64 #s(literal 1 binary64) x) #s(literal 1 binary64)))
(* -1 (* x (- (/ 1 x) 1)))
(*.f64 (neg.f64 x) (-.f64 (/.f64 #s(literal 1 binary64) x) #s(literal 1 binary64)))
(* x (log y))
(*.f64 x (log.f64 y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* x (log y))
(*.f64 x (log.f64 y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* -1 (log y)) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (neg.f64 (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* -1 (log y)) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (neg.f64 (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* -1 (log y)) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (neg.f64 (+.f64 t (log.f64 y))) (neg.f64 x)) (log.f64 y)))

rewrite239.0ms (1.7%)

Memory
-8.9MiB live, 315.2MiB allocated
Rules
6 134×lower-*.f32
6 130×lower-*.f64
5 466×lower-fma.f32
5 456×lower-fma.f64
3 130×lower-/.f32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
050258
075247
1341240
22701240
08577238
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
19 → 1 231
Calls
Call 1
Inputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(log1p.f64 (neg.f64 y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))
(*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))
#s(approx (log (+ 1 (neg y))) (neg.f64 y))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
(*.f64 x (log.f64 y))
(log.f64 y)
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(-.f64 x #s(literal 1 binary64))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))))
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) y t)
Outputs
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eval442.0ms (3.1%)

Memory
11.1MiB live, 482.6MiB allocated
Compiler

Compiled 89 190 to 5 037 computations (94.4% saved)

prune333.0ms (2.3%)

Memory
-20.0MiB live, 186.0MiB allocated
Pruning

33 alts after pruning (30 fresh and 3 done)

PrunedKeptTotal
New1 994182 012
Fresh91221
Picked325
Done011
Total2 006332 039
Accuracy
100.0%
Counts
2 039 → 33
Alt Table
Click to see full alt table
StatusAccuracyProgram
98.6%
(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) (*.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) (pow.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) #s(literal -1 binary64))) (neg.f64 t))
64.1%
(fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x x (-.f64 x #s(literal -1 binary64))) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
74.9%
(fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (fma.f64 x x #s(literal -1 binary64)))) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
84.4%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
84.4%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
84.4%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))))
84.3%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (-.f64 t y)))))
62.7%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y)))))
84.3%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
51.4%
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))))
65.1%
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
58.2%
(pow.f64 (pow.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
37.1%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (pow.f64 t #s(literal 3 binary64))) (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal -1 binary64)) (*.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t))) #s(literal 1 binary64))) (*.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t))) (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal -1 binary64)))))))
53.8%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (-.f64 x #s(literal -1 binary64)) (*.f64 (+.f64 #s(literal 0 binary64) t) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (*.f64 (+.f64 #s(literal 0 binary64) t) (-.f64 x #s(literal -1 binary64)))))))
84.2%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
▶34.2%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
34.1%
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (fma.f64 (/.f64 (fma.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (/.f64 (-.f64 z #s(literal 1 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (+.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) x) #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (log.f64 y))) (neg.f64 x))))
37.1%
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
85.0%
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
59.2%
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
70.4%
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
▶99.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
▶37.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
50.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
50.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
▶49.9%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
✓49.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
50.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
15.2%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
✓34.3%
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
▶88.5%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t)))
16.2%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
✓37.1%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Compiler

Compiled 1 114 to 906 computations (18.7% saved)

simplify269.0ms (1.9%)

Memory
24.7MiB live, 137.7MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
cost-diff0
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
cost-diff0
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
cost-diff0
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t)))
cost-diff1024
(fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t))
cost-diff0
(*.f64 x (log.f64 y))
cost-diff0
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))
cost-diff0
(/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y))))
cost-diff1408
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
cost-diff0
(log1p.f64 y)
cost-diff0
(*.f64 (log1p.f64 y) z)
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
cost-diff0
#s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))
cost-diff0
(*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
cost-diff0
(-.f64 #s(literal 1 binary64) z)
cost-diff0
(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
Rules
8 522×lower-fma.f32
8 514×lower-fma.f64
2 830×lower-*.f32
2 820×lower-*.f64
2 444×lower--.f32
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
053423
084399
1137399
2210395
3430391
41008391
52500391
64546391
77782391
08049391
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(-.f64 #s(literal 1 binary64) z)
#s(literal 1 binary64)
z
y
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(-.f64 x #s(literal 1 binary64))
x
(log.f64 y)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))))
(*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))
z
#s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))
(*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)
(fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))
#s(literal -1/2 binary64)
y
#s(literal -1 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z))
(*.f64 (log1p.f64 y) z)
(log1p.f64 y)
y
z
t
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y))))
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))
(*.f64 x (log.f64 y))
x
(log.f64 y)
y
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t)))
(fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t))
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(-.f64 x #s(literal 1 binary64))
x
(log.f64 y)
t
(neg.f64 t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (neg.f64 z) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (neg.f64 z) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)))
(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(fma.f64 (neg.f64 z) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
(-.f64 #s(literal 1 binary64) z)
#s(literal 1 binary64)
z
y
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal 1 binary64))
x
(log.f64 y)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
(*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))
(*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z)
z
#s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))
(*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)
(fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))
#s(literal -1/2 binary64)
y
#s(literal -1 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z))
(*.f64 (log1p.f64 y) z)
(log1p.f64 y)
y
z
t
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 (log.f64 y) x))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y))))
(/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 (log.f64 y) x)))
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 (log.f64 y) x))
(*.f64 x (log.f64 y))
(*.f64 (log.f64 y) x)
x
(log.f64 y)
y
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t)))
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 #s(literal 1 binary64) z) t))))
(fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t))
(neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 #s(literal 1 binary64) z) t)))
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal 1 binary64))
x
(log.f64 y)
t
(neg.f64 t)

localize346.0ms (2.4%)

Memory
2.5MiB live, 161.0MiB allocated
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
accuracy0.0078125
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
accuracy0.125
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy0.6980283079168841
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
accuracy7.383998094393373
(fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t))
accuracy0.20703125
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
accuracy0.26171875
(*.f64 x (log.f64 y))
accuracy0.7413585387438169
(/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y))))
accuracy42.00649253835595
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))
accuracy0
(log1p.f64 y)
accuracy0.01171875
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
accuracy0.015625
(*.f64 (log1p.f64 y) z)
accuracy62.260424443256014
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z))
accuracy0.01171875
(*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)
accuracy0.01171875
(*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))
accuracy0.5368085489562602
#s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))
accuracy50.454654147203605
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))))
accuracy0.0078125
(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
accuracy0.01171875
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
accuracy0.125
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy0.4718815608593453
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
Samples
181.0ms159×0valid
111.0ms97×1valid
Compiler

Compiled 345 to 42 computations (87.8% saved)

Precisions
Click to see histograms. Total time spent on operations: 264.0ms
ival-mult: 177.0ms (67% of total)
ival-log: 30.0ms (11.4% of total)
ival-div: 25.0ms (9.5% of total)
ival-add: 10.0ms (3.8% of total)
ival-sub: 8.0ms (3% of total)
adjust: 8.0ms (3% of total)
ival-log1p: 3.0ms (1.1% of total)
ival-neg: 2.0ms (0.8% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series421.0ms (2.9%)

Memory
15.0MiB live, 415.9MiB allocated
Counts
22 → 756
Calls
Call 1
Inputs
#s(alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t) (patch (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t) #<representation binary64>) () ())
#s(alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) (patch #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) #<representation binary64>) () ())
#s(alt (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) (patch (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) #<representation binary64>) () ())
#s(alt (-.f64 #s(literal 1 binary64) z) (patch (-.f64 #s(literal 1 binary64) z) #<representation binary64>) () ())
#s(alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t) (patch (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t) #<representation binary64>) () ())
#s(alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) (patch #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) #<representation binary64>) () ())
#s(alt (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))) (patch (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))) #<representation binary64>) () ())
#s(alt #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (patch #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) #<representation binary64>) () ())
#s(alt (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t) (patch (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t) #<representation binary64>) () ())
#s(alt #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) (patch #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) #<representation binary64>) () ())
#s(alt (*.f64 (log1p.f64 y) z) (patch (*.f64 (log1p.f64 y) z) #<representation binary64>) () ())
#s(alt (log1p.f64 y) (patch (log1p.f64 y) #<representation binary64>) () ())
#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y))))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y))))) #<representation binary64>) () ())
#s(alt (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))) (patch (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))) #<representation binary64>) () ())
#s(alt #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y))) (patch #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y))) #<representation binary64>) () ())
#s(alt (*.f64 x (log.f64 y)) (patch (*.f64 x (log.f64 y)) #<representation binary64>) () ())
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Outputs
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#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x))))) (taylor -inf x) (#s(alt (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) (patch (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ (log y) x)))) (taylor -inf x) (#s(alt (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (patch (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #<representation binary64>) () ())) ())
Calls

12 calls:

TimeVariablePointExpression
53.0ms
t
@-inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 y)) z) (log (+ 1 y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (* x (log y)) (+ (* (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) t) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) (* (- x 1) (log y)) (* (+ (* -1/2 y) -1) y))
40.0ms
t
@0
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 y)) z) (log (+ 1 y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (* x (log y)) (+ (* (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) t) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) (* (- x 1) (log y)) (* (+ (* -1/2 y) -1) y))
38.0ms
x
@-inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 y)) z) (log (+ 1 y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (* x (log y)) (+ (* (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) t) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) (* (- x 1) (log y)) (* (+ (* -1/2 y) -1) y))
37.0ms
z
@-inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 y)) z) (log (+ 1 y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (* x (log y)) (+ (* (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) t) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) (* (- x 1) (log y)) (* (+ (* -1/2 y) -1) y))
34.0ms
z
@0
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* z (log (+ 1 (neg y)))) (log (+ 1 (neg y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (+ 1 y)) z) (log (+ 1 y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (* x (log y)) (+ (* (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) t) (neg t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) (* (- x 1) (log y)) (* (+ (* -1/2 y) -1) y))

simplify365.0ms (2.6%)

Memory
-3.7MiB live, 226.7MiB allocated
Algorithm
1×egg-herbie
Rules
9 934×lower-fma.f64
9 934×lower-fma.f32
5 528×lower-*.f64
5 528×lower-*.f32
4 636×lower-+.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
081916646
1263015518
0835814259
Stop Event
1×iter limit
1×node limit
Counts
756 → 755
Calls
Call 1
Inputs
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
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(/ 1 (* x (log y)))
(/.f64 #s(literal 1 binary64) (*.f64 x (log.f64 y)))
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(* x (log y))
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(*.f64 x (log.f64 y))
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(*.f64 x (log.f64 y))
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(*.f64 x (log.f64 y))
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(/ (* x (log y)) t)
(*.f64 x (/.f64 (log.f64 y) t))
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(*.f64 (neg.f64 x) (-.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y))) (neg.f64 x)) (log.f64 y)))
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(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)

rewrite659.0ms (4.6%)

Memory
-22.9MiB live, 147.4MiB allocated
Rules
4 484×lower-/.f32
4 478×lower-/.f64
3 854×lower-*.f32
3 844×lower-*.f64
3 394×lower-fma.f32
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
053370
084346
1348346
22538324
08602324
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
22 → 504
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(-.f64 #s(literal 1 binary64) z)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))))
(*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))
#s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z))
(*.f64 (log1p.f64 y) z)
(log1p.f64 y)
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
(/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y))))
#s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))
(*.f64 x (log.f64 y))
(fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t)))
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)
Outputs
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eval389.0ms (2.7%)

Memory
6.1MiB live, 524.6MiB allocated
Compiler

Compiled 34 310 to 3 421 computations (90% saved)

prune64.0ms (0.4%)

Memory
22.1MiB live, 182.6MiB allocated
Pruning

35 alts after pruning (30 fresh and 5 done)

PrunedKeptTotal
New1 286131 299
Fresh81725
Picked325
Done033
Total1 297351 332
Accuracy
100.0%
Counts
1 332 → 35
Alt Table
Click to see full alt table
StatusAccuracyProgram
98.6%
(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) (*.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) (pow.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) #s(literal -1 binary64))) (neg.f64 t))
74.9%
(fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (fma.f64 x x #s(literal -1 binary64)))) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
84.4%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
84.4%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
84.4%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))))
62.7%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y)))))
84.3%
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
51.4%
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))))
65.1%
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
84.2%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
✓34.2%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
37.1%
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
85.0%
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
59.2%
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
70.4%
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
64.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))) t)
65.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
99.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
32.6%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
50.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
✓49.9%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
✓49.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
47.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
84.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
49.9%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
73.2%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) z)) y))) t)
91.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) y) z))) t)
37.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
15.2%
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
✓34.3%
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
62.1%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) (*.f64 x (log.f64 y))) t) t (neg.f64 t)))
62.0%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) (*.f64 x (/.f64 (log.f64 y) t))) t (neg.f64 t)))
31.7%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) t (*.f64 (+.f64 #s(literal 0 binary64) t) (*.f64 t (fma.f64 (log1p.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))))) (*.f64 (+.f64 #s(literal 0 binary64) t) t)))
16.2%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
✓37.1%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Compiler

Compiled 1 743 to 758 computations (56.5% saved)

regimes494.0ms (3.5%)

Memory
-4.6MiB live, 348.2MiB allocated
Counts
72 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (-.f64 t y)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y)))))
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) (*.f64 x (/.f64 (log.f64 y) t))) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) (*.f64 x (log.f64 y))) t) t (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) y) z))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.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)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 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)))) t)
(fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (fma.f64 x x #s(literal -1 binary64)))) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(-.f64 (+.f64 (*.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (fma.f64 x x #s(literal -1 binary64)))) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) t (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))) t)
(-.f64 (+.f64 (/.f64 #s(approx (* (+ (* x x) -1) (log y)) (*.f64 (*.f64 x (log.f64 y)) x)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 (+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))))
(fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x x (-.f64 x #s(literal -1 binary64))) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(-.f64 (+.f64 (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (-.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) t (*.f64 (+.f64 #s(literal 0 binary64) t) (*.f64 t (fma.f64 (log1p.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))))) (*.f64 (+.f64 #s(literal 0 binary64) t) t)))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (-.f64 x #s(literal -1 binary64)) (*.f64 (+.f64 #s(literal 0 binary64) t) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (*.f64 (+.f64 #s(literal 0 binary64) t) (-.f64 x #s(literal -1 binary64)))))))
(-.f64 (+.f64 (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (-.f64 x #s(literal -1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(/.f64 (-.f64 (pow.f64 (fma.f64 #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 2 binary64)) (*.f64 t t)) (fma.f64 #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) t)))
(pow.f64 (pow.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
(/.f64 (-.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 2 binary64)) (*.f64 t t)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) t)))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (pow.f64 t #s(literal 3 binary64))) (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal -1 binary64)) (*.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t))) #s(literal 1 binary64))) (*.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t))) (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal -1 binary64)))))))
(fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) (*.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) (pow.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))) #s(literal -1 binary64))) (neg.f64 t))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 (fma.f64 (/.f64 (fma.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (/.f64 (-.f64 z #s(literal 1 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (+.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) x) #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (log.f64 y))) (neg.f64 x))))
Outputs
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
Calls

8 calls:

324.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
34.0ms
z
28.0ms
x
23.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
21.0ms
(-.f64 z #s(literal 1 binary64))
Results
AccuracySegmentsBranch
99.9%1x
99.9%1y
99.9%1z
99.9%1t
99.9%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.9%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.9%1(-.f64 x #s(literal 1 binary64))
99.9%1(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes146.0ms (1%)

Memory
8.8MiB live, 253.1MiB allocated
Counts
53 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (-.f64 t y)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y)))))
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) (*.f64 x (/.f64 (log.f64 y) t))) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) (*.f64 x (log.f64 y))) t) t (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) y) z))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.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)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 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)))) t)
(fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (fma.f64 x x #s(literal -1 binary64)))) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(-.f64 (+.f64 (*.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (fma.f64 x x #s(literal -1 binary64)))) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) (log1p.f64 (neg.f64 y)))))
Outputs
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.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)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
Calls

8 calls:

34.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
17.0ms
t
16.0ms
(-.f64 z #s(literal 1 binary64))
16.0ms
z
16.0ms
y
Results
AccuracySegmentsBranch
99.7%1x
99.7%1y
99.7%1z
99.7%1t
99.7%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.7%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.7%1(-.f64 x #s(literal 1 binary64))
99.7%1(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes129.0ms (0.9%)

Memory
5.0MiB live, 269.8MiB allocated
Counts
46 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (-.f64 t y)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y)))))
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) (*.f64 x (/.f64 (log.f64 y) t))) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) (*.f64 x (log.f64 y))) t) t (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) y) z))) t)
Outputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
Calls

8 calls:

20.0ms
z
17.0ms
x
16.0ms
y
15.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
15.0ms
t
Results
AccuracySegmentsBranch
99.6%1x
99.6%1y
99.6%1z
99.6%1t
99.6%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.6%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.6%1(-.f64 x #s(literal 1 binary64))
99.6%1(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes247.0ms (1.7%)

Memory
-164.5MiB live, 271.5MiB allocated
Counts
44 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (-.f64 t y)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y)))))
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) (*.f64 x (/.f64 (log.f64 y) t))) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) (*.f64 x (log.f64 y))) t) t (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 (+.f64 #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
Outputs
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
Calls

8 calls:

152.0ms
(-.f64 x #s(literal 1 binary64))
15.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
14.0ms
z
13.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
13.0ms
t
Results
AccuracySegmentsBranch
99.5%1x
99.5%1y
99.5%1z
99.5%1t
99.5%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.5%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.5%1(-.f64 x #s(literal 1 binary64))
99.5%1(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes117.0ms (0.8%)

Memory
17.9MiB live, 214.7MiB allocated
Counts
40 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (-.f64 t y)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y)))))
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) (*.f64 x (/.f64 (log.f64 y) t))) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) (*.f64 x (log.f64 y))) t) t (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #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)))))
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
Calls

8 calls:

24.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
20.0ms
(-.f64 x #s(literal 1 binary64))
13.0ms
t
13.0ms
z
12.0ms
y
Results
AccuracySegmentsBranch
99.5%1x
99.5%1y
99.5%1z
99.5%1t
99.5%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.5%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.5%1(-.f64 x #s(literal 1 binary64))
99.5%1(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes93.0ms (0.6%)

Memory
-16.1MiB live, 223.0MiB allocated
Counts
38 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (-.f64 t y)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y)))))
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (/ (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) t) (*.f64 x (/.f64 (log.f64 y) t))) t (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (/.f64 #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (* (- x 1) (log y))) (*.f64 x (log.f64 y))) t) t (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (-.f64 (neg.f64 t) #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))) (*.f64 x (log.f64 y)))))
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) z)) y))) t)
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
Calls

8 calls:

12.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
12.0ms
x
12.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
12.0ms
z
11.0ms
y
Results
AccuracySegmentsBranch
99.3%1x
99.3%1y
99.3%1z
99.3%1t
99.3%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.3%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.3%1(-.f64 x #s(literal 1 binary64))
99.3%1(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes80.0ms (0.6%)

Memory
16.3MiB live, 178.7MiB allocated
Counts
29 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (-.f64 t y)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y)))))
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
Calls

8 calls:

13.0ms
y
11.0ms
t
11.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
9.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms
x
Results
AccuracySegmentsBranch
99.3%1x
99.3%1y
99.3%1z
99.3%1t
99.3%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.3%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.3%1(-.f64 x #s(literal 1 binary64))
99.3%1(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes81.0ms (0.6%)

Memory
-13.4MiB live, 144.7MiB allocated
Counts
28 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (-.f64 t y)))))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y)))))
(fma.f64 #s(approx (- x 1) #s(literal -1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
Calls

8 calls:

15.0ms
t
12.0ms
x
11.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
9.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
8.0ms
(-.f64 z #s(literal 1 binary64))
Results
AccuracySegmentsBranch
94.9%3x
84.3%1y
92.6%3z
96.5%3t
92.8%3(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
94.6%3(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
94.9%3(-.f64 x #s(literal 1 binary64))
92.6%3(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes79.0ms (0.5%)

Memory
4.1MiB live, 42.2MiB allocated
Counts
26 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (-.f64 t y)))))
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
Calls

3 calls:

61.0ms
(-.f64 x #s(literal 1 binary64))
8.0ms
x
8.0ms
t
Results
AccuracySegmentsBranch
94.9%3x
94.9%3(-.f64 x #s(literal 1 binary64))
84.3%1t
Compiler

Compiled 5 to 14 computations (-180% saved)

regimes53.0ms (0.4%)

Memory
-20.4MiB live, 100.6MiB allocated
Counts
24 → 2
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
Calls

6 calls:

10.0ms
z
10.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
10.0ms
x
7.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
7.0ms
(-.f64 x #s(literal 1 binary64))
Results
AccuracySegmentsBranch
86.2%2z
86.2%2(-.f64 z #s(literal 1 binary64))
84.3%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
87.5%3(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
84.3%1x
84.3%1(-.f64 x #s(literal 1 binary64))
Compiler

Compiled 40 to 47 computations (-17.5% saved)

regimes15.0ms (0.1%)

Memory
24.4MiB live, 24.4MiB allocated
Counts
23 → 2
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 t)))
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
Calls

2 calls:

7.0ms
z
6.0ms
(-.f64 z #s(literal 1 binary64))
Results
AccuracySegmentsBranch
86.2%2z
86.2%2(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 4 to 10 computations (-150% saved)

regimes100.0ms (0.7%)

Memory
-13.2MiB live, 143.9MiB allocated
Counts
21 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 y)) (log.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 y) z)) t)
(-.f64 #s(approx (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
Calls

8 calls:

29.0ms
z
25.0ms
t
10.0ms
x
8.0ms
(-.f64 x #s(literal 1 binary64))
7.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
Results
AccuracySegmentsBranch
79.5%3x
77.5%3(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
79.5%3(-.f64 x #s(literal 1 binary64))
70.4%1y
70.4%1t
79.2%3(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
72.3%2z
72.3%2(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes47.0ms (0.3%)

Memory
5.3MiB live, 120.3MiB allocated
Counts
16 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (- (+ (/ (* (+ (* x x) -1) (log y)) (- x -1)) (* (- z 1) (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t))))) (*.f64 z (log1p.f64 (neg.f64 y))))
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
Calls

8 calls:

7.0ms
(-.f64 z #s(literal 1 binary64))
6.0ms
y
6.0ms
x
5.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
5.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
Results
AccuracySegmentsBranch
50.0%1y
59.6%3t
50.0%1z
50.0%1(-.f64 z #s(literal 1 binary64))
52.7%2(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
70.2%3(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
71.2%3x
71.2%3(-.f64 x #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes25.0ms (0.2%)

Memory
-0.9MiB live, 49.0MiB allocated
Counts
11 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) #s(approx (* (+ (* -1/2 y) -1) y) (*.f64 (*.f64 (neg.f64 y) y) (+.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 1/2 binary64))))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* z (log (+ 1 (neg y)))) (*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
Calls

5 calls:

8.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
4.0ms
t
4.0ms
x
4.0ms
(-.f64 x #s(literal 1 binary64))
Results
AccuracySegmentsBranch
50.0%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
50.0%1t
50.0%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
50.0%1x
50.0%1(-.f64 x #s(literal 1 binary64))
Compiler

Compiled 37 to 41 computations (-10.8% saved)

regimes28.0ms (0.2%)

Memory
-2.3MiB live, 76.1MiB allocated
Counts
8 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
Calls

8 calls:

4.0ms
(-.f64 x #s(literal 1 binary64))
4.0ms
z
3.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
3.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
3.0ms
t
Results
AccuracySegmentsBranch
50.0%1(-.f64 z #s(literal 1 binary64))
50.0%1y
50.0%1z
50.0%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
50.0%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
50.0%1(-.f64 x #s(literal 1 binary64))
50.0%1x
50.0%1t
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes25.0ms (0.2%)

Memory
16.8MiB live, 55.7MiB allocated
Counts
7 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) (- z 1)) (+ (* (log y) (- x 1)) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
Calls

8 calls:

4.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
3.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
3.0ms
y
3.0ms
x
3.0ms
t
Results
AccuracySegmentsBranch
49.9%1(-.f64 z #s(literal 1 binary64))
49.9%1y
49.9%1z
49.9%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
49.9%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
49.9%1(-.f64 x #s(literal 1 binary64))
49.9%1x
49.9%1t
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes90.0ms (0.6%)

Memory
-1.2MiB live, 41.3MiB allocated
Counts
4 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
Calls

8 calls:

73.0ms
x
2.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms
y
2.0ms
z
Results
AccuracySegmentsBranch
49.9%1y
49.9%1(-.f64 z #s(literal 1 binary64))
49.9%1z
49.9%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
49.9%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
49.9%1(-.f64 x #s(literal 1 binary64))
49.9%1x
49.9%1t
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes51.0ms (0.4%)

Memory
1.6MiB live, 41.1MiB allocated
Counts
3 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
Calls

8 calls:

37.0ms
(-.f64 x #s(literal 1 binary64))
2.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms
y
2.0ms
x
Results
AccuracySegmentsBranch
49.7%1(-.f64 z #s(literal 1 binary64))
49.7%1z
49.7%1y
49.7%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
49.7%1t
49.7%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
49.7%1(-.f64 x #s(literal 1 binary64))
49.7%1x
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes16.0ms (0.1%)

Memory
2.2MiB live, 39.8MiB allocated
Accuracy

Total -0.3b remaining (-0.6%)

Threshold costs -0.3b (-0.6%)

Counts
2 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (+ 1 y)) z) (*.f64 z y))) t)
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Calls

8 calls:

4.0ms
t
2.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms
y
2.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms
x
Results
AccuracySegmentsBranch
37.1%1(-.f64 z #s(literal 1 binary64))
37.1%1y
37.1%1z
37.1%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
37.1%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
37.1%1(-.f64 x #s(literal 1 binary64))
37.1%1t
37.1%1x
Compiler

Compiled 42 to 55 computations (-31% saved)

bsearch102.0ms (0.7%)

Memory
10.2MiB live, 165.0MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
45.0ms
332506.3861631222
69817990894.16292
52.0ms
-1.2524803729878923e+22
-0.15864359167672157
Samples
65.0ms132×1valid
18.0ms188×0valid
Compiler

Compiled 440 to 501 computations (-13.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 72.0ms
ival-log: 48.0ms (66.8% of total)
ival-sub: 11.0ms (15.3% of total)
ival-mult: 6.0ms (8.4% of total)
adjust: 5.0ms (7% of total)
ival-add: 2.0ms (2.8% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

bsearch9.0ms (0.1%)

Memory
-37.3MiB live, 1.4MiB allocated
Algorithm
2×left-value
Steps
TimeLeftRight
0.0ms
-1.0
-0.9999999993155639
0.0ms
-1.886398595018069e+21
-8708513759944619.0
Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch0.0ms (0%)

Memory
0.9MiB live, 0.9MiB allocated
Algorithm
1×left-value
Steps
TimeLeftRight
0.0ms
1.7762824337173465e+222
1.0137929258186153e+223
Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch0.0ms (0%)

Memory
1.2MiB live, 1.2MiB allocated
Algorithm
1×left-value
Steps
TimeLeftRight
0.0ms
1.7762824337173465e+222
1.0137929258186153e+223
Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch1.0ms (0%)

Memory
2.0MiB live, 2.0MiB allocated
Algorithm
2×left-value
Steps
TimeLeftRight
0.0ms
-1.0
-0.9999999993155639
0.0ms
-1.886398595018069e+21
-8708513759944619.0
Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch1.0ms (0%)

Memory
1.7MiB live, 1.7MiB allocated
Algorithm
2×left-value
Steps
TimeLeftRight
0.0ms
8060099860029757000.0
8113456918165243000.0
0.0ms
-2.2412235746968948e+138
-1.461557883010567e+138
Compiler

Compiled 20 to 22 computations (-10% saved)

simplify30.0ms (0.2%)

Memory
27.7MiB live, 69.9MiB allocated
Algorithm
1×egg-herbie
Rules
44×+-commutative-binary64-+.f64
40×sub-neg-binary64-neg.f64-+.f64--.f64
36×*-commutative-binary64-*.f64
12×neg-sub0-binary64--.f64-neg.f64
12×neg-mul-1-binary64-*.f64-neg.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0131914
1172914
2198914
3210914
Stop Event
1×saturated
Calls
Call 1
Inputs
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.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)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(if (<=.f64 t #s(literal -24 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))) (if (<=.f64 t #s(literal 350000 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y))))) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1000000000000000000000 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2000000000000000093203614349641395136810171619898753722841960916037365562646172599145535424428391424642067953191970979730634523332013796182721244194985286881174860254734632443798974411790110476652919471543120485568709918720 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2000000000000000093203614349641395136810171619898753722841960916037365562646172599145535424428391424642067953191970979730634523332013796182721244194985286881174860254734632443798974411790110476652919471543120485568709918720 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1000000000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -2000000000000000065683124978409852157974025132719223391024626852517494013797575991088002631255454825367899009568644871157296981268422983680 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y))) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 8100000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Outputs
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.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)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
(-.f64 (+.f64 (*.f64 #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (- 1 z) (neg.f64 z)) y (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) t)
(if (<=.f64 t #s(literal -24 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))) (if (<=.f64 t #s(literal 350000 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) #s(approx (+ (* (log (+ 1 (neg y))) (- z 1)) (neg t)) (neg.f64 #s(approx (+ (* (- z 1) y) t) (*.f64 z y))))) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)))))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1000000000000000000000 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t)))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2000000000000000093203614349641395136810171619898753722841960916037365562646172599145535424428391424642067953191970979730634523332013796182721244194985286881174860254734632443798974411790110476652919471543120485568709918720 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2000000000000000093203614349641395136810171619898753722841960916037365562646172599145535424428391424642067953191970979730634523332013796182721244194985286881174860254734632443798974411790110476652919471543120485568709918720 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.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)) t))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2000000000000000093203614349641395136810171619898753722841960916037365562646172599145535424428391424642067953191970979730634523332013796182721244194985286881174860254734632443798974411790110476652919471543120485568709918720 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2000000000000000093203614349641395136810171619898753722841960916037365562646172599145535424428391424642067953191970979730634523332013796182721244194985286881174860254734632443798974411790110476652919471543120485568709918720 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.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)) t))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1000000000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1000000000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -2000000000000000065683124978409852157974025132719223391024626852517494013797575991088002631255454825367899009568644871157296981268422983680 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y))) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 8100000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -2000000000000000065683124978409852157974025132719223391024626852517494013797575991088002631255454825367899009568644871157296981268422983680 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 8100000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.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)) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.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)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #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)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.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)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (neg.f64 y) z y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

soundness1.7s (12.2%)

Memory
3.0MiB live, 1 204.1MiB allocated
Rules
15 968×lower-fma.f64
15 968×lower-fma.f32
13 144×lower-fma.f64
13 144×lower-fma.f32
9 934×lower-fma.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
081916646
1263015518
0835814259
076313438
1244712585
0803811581
02092093
16371954
219311848
368751835
085781687
03929682
112368891
236718608
081787900
01442
02342
19542
275742
0847137
Stop Event
1×fuel
1×iter limit
1×node limit
1×iter limit
1×iter limit
1×node limit
1×iter limit
1×node limit
1×iter limit
1×node limit
1×iter limit
1×node limit
Compiler

Compiled 854 to 571 computations (33.1% saved)

preprocess142.0ms (1%)

Memory
-18.8MiB live, 337.1MiB allocated
Compiler

Compiled 860 to 250 computations (70.9% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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