Hyperbolic tangent

Time bar (total: 9.5s)

analyze0.0ms (0%)

Memory
0.7MiB live, 0.7MiB allocated
Algorithm
search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%100%0%0%0%0%0
0%0%100%0%0%0%0%1
100%100%0%0%0%0%0%2
Compiler

Compiled 15 to 9 computations (40% saved)

sample4.3s (45.4%)

Memory
26.1MiB live, 5 841.7MiB allocated
Samples
1.6s2 515×2valid
1.2s4 767×1valid
671.0ms8 100×0exit
254.0ms423×3valid
34.0ms551×0valid
Precisions
Click to see histograms. Total time spent on operations: 3.0s
ival-exp: 1.9s (65.1% of total)
ival-div: 425.0ms (14.3% of total)
adjust: 219.0ms (7.4% of total)
ival-sub: 146.0ms (4.9% of total)
ival-add: 131.0ms (4.4% of total)
ival-neg: 102.0ms (3.4% of total)
ival-true: 12.0ms (0.4% of total)
ival-assert: 6.0ms (0.2% of total)
Bogosity

preprocess126.0ms (1.3%)

Memory
-23.8MiB live, 109.1MiB allocated
Algorithm
egg-herbie
Rules
528×accelerator-lowering-fma.f32
528×accelerator-lowering-fma.f64
374×div-sub
336×*-lowering-*.f32
336×*-lowering-*.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01339
14639
210039
322039
450239
5116439
6161739
7165539
8167439
9169339
10172739
11173939
0713
11913
23613
36113
411613
527113
645713
767813
889813
9105213
10118013
11122213
0122213
Stop Event
iter limit
saturated
saturated
Calls
Call 1
Inputs
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
Outputs
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(+.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (/.f64 #s(literal 1 binary64) (-.f64 #s(literal -1 binary64) (exp.f64 (+.f64 x x)))))
Call 2
Inputs
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(/ (- (exp (neg x)) (exp (neg (neg x)))) (+ (exp (neg x)) (exp (neg (neg x)))))
(neg (/ (- (exp (neg x)) (exp (neg (neg x)))) (+ (exp (neg x)) (exp (neg (neg x))))))
Outputs
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(/ (- (exp (neg x)) (exp (neg (neg x)))) (+ (exp (neg x)) (exp (neg (neg x)))))
(/ (- (exp (neg x)) (exp x)) (+ (exp x) (exp (neg x))))
(neg (/ (- (exp (neg x)) (exp (neg (neg x)))) (+ (exp (neg x)) (exp (neg (neg x))))))
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
Symmetry

(negabs x)

explain226.0ms (2.4%)

Memory
26.6MiB live, 458.5MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
2510-0-(-.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))
50-0-(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
00-0-(+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))
00-0-(exp.f64 x)
00-0-(exp.f64 (neg.f64 x))
00-0-(neg.f64 x)
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
-.f64(-.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))cancellation2510
/.f64(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))o/o50
(exp.f64 x)overflow5
(-.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))overflow5
(+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))overflow5
(exp.f64 x)overflow5
Confusion
Predicted +Predicted -
+2560
-00
Precision
1.0
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+25600
-000
Precision?
1.0
Recall?
1.0
Freqs
test
numberfreq
1256
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
78.0ms168×2valid
56.0ms302×1valid
13.0ms22×3valid
1.0ms20×0valid
Compiler

Compiled 98 to 32 computations (67.3% saved)

Precisions
Click to see histograms. Total time spent on operations: 123.0ms
ival-exp: 87.0ms (70.6% of total)
adjust: 12.0ms (9.7% of total)
ival-div: 8.0ms (6.5% of total)
ival-add: 6.0ms (4.9% of total)
ival-sub: 6.0ms (4.9% of total)
ival-neg: 4.0ms (3.2% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

eval0.0ms (0%)

Memory
0.4MiB live, 0.4MiB allocated
Compiler

Compiled 1 to 1 computations (0% saved)

prune1.0ms (0%)

Memory
1.8MiB live, 1.8MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
6.4%
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
Compiler

Compiled 14 to 7 computations (50% saved)

simplify52.0ms (0.6%)

Memory
-19.8MiB live, 99.9MiB allocated
Algorithm
egg-herbie
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
cost-diff0
(exp.f64 (neg.f64 x))
cost-diff0
(exp.f64 x)
cost-diff0
(-.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))
cost-diff11712
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
Rules
528×accelerator-lowering-fma.f32
528×accelerator-lowering-fma.f64
336×*-lowering-*.f32
336×*-lowering-*.f64
224×/-lowering-/.f32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0733
11933
23633
36133
411633
527133
645733
767833
889833
9105233
10118033
11122233
0122233
Stop Event
iter limit
saturated
Calls
Call 1
Inputs
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(- (exp x) (exp (neg x)))
(exp x)
x
(exp (neg x))
(neg x)
(+ (exp x) (exp (neg x)))
Outputs
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(+.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (/.f64 #s(literal 1 binary64) (-.f64 #s(literal -1 binary64) (exp.f64 (+.f64 x x)))))
(- (exp x) (exp (neg x)))
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))
(exp x)
(exp.f64 x)
x
(exp (neg x))
(exp.f64 (-.f64 #s(literal 0 binary64) x))
(neg x)
(-.f64 #s(literal 0 binary64) x)
(+ (exp x) (exp (neg x)))
(+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))

localize138.0ms (1.5%)

Memory
3.9MiB live, 197.7MiB allocated
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
accuracy100.0%
(exp.f64 (neg.f64 x))
accuracy100.0%
(exp.f64 x)
accuracy98.1%
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
accuracy8.4%
(-.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))
Samples
84.0ms84×2valid
31.0ms151×1valid
6.0ms11×3valid
1.0ms10×0valid
Compiler

Compiled 35 to 9 computations (74.3% saved)

Precisions
Click to see histograms. Total time spent on operations: 108.0ms
ival-exp: 71.0ms (65.6% of total)
adjust: 23.0ms (21.3% of total)
ival-div: 4.0ms (3.7% of total)
ival-neg: 4.0ms (3.7% of total)
ival-add: 3.0ms (2.8% of total)
ival-sub: 3.0ms (2.8% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

series3.0ms (0%)

Memory
9.5MiB live, 9.5MiB allocated
Counts
4 → 48
Calls
Call 1
Inputs
#<alt (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))>
#<alt (- (exp x) (exp (neg x)))>
#<alt (exp x)>
#<alt (exp (neg x))>
Outputs
#<alt x>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3))))>
#<alt (* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3))))>
#<alt (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))>
#<alt (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))>
#<alt (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))>
#<alt (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))>
#<alt (/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))>
#<alt (/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))>
#<alt (/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))>
#<alt (/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))>
#<alt (* 2 x)>
#<alt (* x (+ 2 (* 1/3 (pow x 2))))>
#<alt (* x (+ 2 (* (pow x 2) (+ 1/3 (* 1/60 (pow x 2))))))>
#<alt (* x (+ 2 (* (pow x 2) (+ 1/3 (* (pow x 2) (+ 1/60 (* 1/2520 (pow x 2))))))))>
#<alt (- (exp x) (exp (neg x)))>
#<alt (- (exp x) (exp (neg x)))>
#<alt (- (exp x) (exp (neg x)))>
#<alt (- (exp x) (exp (neg x)))>
#<alt (- (exp x) (exp (* -1 x)))>
#<alt (- (exp x) (exp (* -1 x)))>
#<alt (- (exp x) (exp (* -1 x)))>
#<alt (- (exp x) (exp (* -1 x)))>
#<alt 1>
#<alt (+ 1 x)>
#<alt (+ 1 (* x (+ 1 (* 1/2 x))))>
#<alt (+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))>
#<alt (exp x)>
#<alt (exp x)>
#<alt (exp x)>
#<alt (exp x)>
#<alt (exp x)>
#<alt (exp x)>
#<alt (exp x)>
#<alt (exp x)>
#<alt 1>
#<alt (+ 1 (* -1 x))>
#<alt (+ 1 (* x (- (* 1/2 x) 1)))>
#<alt (+ 1 (* x (- (* x (+ 1/2 (* -1/6 x))) 1)))>
#<alt (exp (neg x))>
#<alt (exp (neg x))>
#<alt (exp (neg x))>
#<alt (exp (neg x))>
#<alt (exp (* -1 x))>
#<alt (exp (* -1 x))>
#<alt (exp (* -1 x))>
#<alt (exp (* -1 x))>
Calls

12 calls:

TimeVariablePointExpression
1.0ms
x
@-inf
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
1.0ms
x
@inf
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
1.0ms
x
@0
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
0.0ms
x
@0
(- (exp x) (exp (neg x)))
0.0ms
x
@0
(exp x)

rewrite327.0ms (3.4%)

Memory
-25.6MiB live, 616.7MiB allocated
Algorithm
batch-egg-rewrite
Rules
3 904×*-lowering-*.f32
3 904×*-lowering-*.f64
3 826×/-lowering-/.f32
3 826×/-lowering-/.f64
2 870×accelerator-lowering-fma.f32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0711
14911
241811
3708211
0806411
Stop Event
iter limit
node limit
Counts
4 → 499
Calls
Call 1
Inputs
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(- (exp x) (exp (neg x)))
(exp x)
(exp (neg x))
Outputs
(+.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))))
(+.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (*.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x))))))
(+.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (*.f64 (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (-.f64 #s(literal 0 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x)))))
(+.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64))) (neg.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) #s(literal 2 binary64))))
(+.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64))) (*.f64 (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x))))))
(+.f64 (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))))
(+.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (-.f64 #s(literal 0 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))))
(+.f64 (*.f64 (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x)) (exp.f64 (+.f64 x x))) (*.f64 (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x)) (expm1.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))
(+.f64 (*.f64 (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x)) (expm1.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) (*.f64 (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x)) (exp.f64 (+.f64 x x))))
(+.f64 (*.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) #s(literal 1 binary64)) (*.f64 (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) #s(literal 1 binary64)))
(+.f64 (*.f64 (exp.f64 (+.f64 x x)) (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x))) (*.f64 (expm1.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x))))
(+.f64 (*.f64 (expm1.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x))) (*.f64 (exp.f64 (+.f64 x x)) (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x))))
(exp.f64 (*.f64 (-.f64 #s(literal 0 binary64) (log.f64 (tanh.f64 x))) #s(literal -1 binary64)))
(-.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))))
(-.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (/.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))))
(-.f64 #s(literal 0 binary64) (neg.f64 (tanh.f64 x)))
(-.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64))) (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) #s(literal 2 binary64)))
(-.f64 (/.f64 #s(literal 0 binary64) (*.f64 (cosh.f64 x) #s(literal -2 binary64))) (neg.f64 (tanh.f64 x)))
(-.f64 (/.f64 (/.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) (*.f64 #s(literal 2 binary64) (cosh.f64 x))) (/.f64 (/.f64 (exp.f64 (*.f64 x #s(literal -3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) (*.f64 #s(literal 2 binary64) (cosh.f64 x))))
(-.f64 (/.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) (*.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))) (/.f64 (exp.f64 (*.f64 x #s(literal -3 binary64))) (*.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))))
(-.f64 (/.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))))
(-.f64 (/.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x))) (pow.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) #s(literal 2 binary64))) (/.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) (pow.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) #s(literal 2 binary64))))
(-.f64 (/.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 3 binary64))) (fma.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 (tanh.f64 x) (tanh.f64 x)) (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64))))) (/.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) #s(literal 3 binary64)) (fma.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 (tanh.f64 x) (tanh.f64 x)) (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64))))))
(-.f64 (/.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64))) (/.f64 (tanh.f64 x) (tanh.f64 x))) (/.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) #s(literal 2 binary64)) (/.f64 (tanh.f64 x) (tanh.f64 x))))
(fma.f64 (exp.f64 x) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))))
(fma.f64 (exp.f64 x) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (*.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x))))))
(fma.f64 (exp.f64 x) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (*.f64 (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (-.f64 #s(literal 0 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x)))))
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(/.f64 (-.f64 (*.f64 (/.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) (/.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))) (*.f64 (/.f64 (exp.f64 (*.f64 x #s(literal -3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) (/.f64 (exp.f64 (*.f64 x #s(literal -3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))))) (+.f64 (/.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) (/.f64 (exp.f64 (*.f64 x #s(literal -3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))))
(/.f64 (-.f64 (*.f64 (/.f64 (exp.f64 (+.f64 x x)) (*.f64 #s(literal 2 binary64) (cosh.f64 x))) (/.f64 (exp.f64 (+.f64 x x)) (*.f64 #s(literal 2 binary64) (cosh.f64 x)))) (*.f64 (/.f64 (exp.f64 (-.f64 #s(literal 0 binary64) x)) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 (exp.f64 (-.f64 #s(literal 0 binary64) x)) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))))) (fma.f64 (exp.f64 (+.f64 x x)) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (/.f64 (exp.f64 (-.f64 #s(literal 0 binary64) x)) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x))))))
(/.f64 (*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) #s(literal 2 binary64))
(/.f64 (*.f64 #s(literal 2 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 x))) #s(literal 2 binary64))
(/.f64 (*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) (+.f64 (exp.f64 (*.f64 (+.f64 x x) #s(literal 3 binary64))) (pow.f64 (expm1.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal 3 binary64)))) (-.f64 (+.f64 (exp.f64 (fma.f64 x #s(literal 2 binary64) (+.f64 x x))) (pow.f64 (expm1.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal 2 binary64))) (+.f64 #s(literal 1 binary64) (*.f64 (exp.f64 (+.f64 x x)) #s(literal -1 binary64)))))
(/.f64 (*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) (*.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64)) (fma.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)) #s(literal 1 binary64)))) (fma.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)) #s(literal 1 binary64)))
(/.f64 (*.f64 (-.f64 (exp.f64 (*.f64 (+.f64 x x) #s(literal 3 binary64))) (exp.f64 (*.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)) #s(literal 3 binary64)))) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x))) (+.f64 (exp.f64 (fma.f64 x #s(literal 2 binary64) (+.f64 x x))) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))))
(/.f64 (*.f64 (-.f64 (exp.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) #s(literal 3 binary64))) (exp.f64 (*.f64 (*.f64 x #s(literal -3 binary64)) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))) (+.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)) #s(literal 3 binary64)))) (exp.f64 (*.f64 (+.f64 x x) #s(literal 3 binary64)))))
(/.f64 (*.f64 (-.f64 (exp.f64 (*.f64 (+.f64 x x) #s(literal 3 binary64))) (exp.f64 (*.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64)))))
(/.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x))))
(/.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) #s(literal 2 binary64)) (-.f64 #s(literal 0 binary64) (cosh.f64 x)))
(/.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) #s(literal -1 binary64)) (*.f64 #s(literal 2 binary64) (cosh.f64 x)))
(pow.f64 (/.f64 #s(literal 1/2 binary64) (sinh.f64 x)) #s(literal -1 binary64))
(*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 1 binary64))
(*.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) (tanh.f64 x))
(*.f64 #s(literal 2 binary64) (sinh.f64 x))
(*.f64 #s(literal 2 binary64) (neg.f64 (-.f64 #s(literal 0 binary64) (sinh.f64 x))))
(*.f64 (sinh.f64 x) #s(literal 2 binary64))
(*.f64 (cosh.f64 x) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) (cosh.f64 x)))
(*.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 x)))
(*.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64)) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))))
(*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))))
(*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64)))) (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) #s(literal 1 binary64)))
(*.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))))
(*.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)) (*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))))
(*.f64 #s(literal -1 binary64) (*.f64 (sinh.f64 x) #s(literal -2 binary64)))
(*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)))
(*.f64 #s(literal -2 binary64) (-.f64 #s(literal 0 binary64) (sinh.f64 x)))
(*.f64 (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64))))) (/.f64 #s(literal 1 binary64) (-.f64 #s(literal 0 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))))
(*.f64 (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) (/.f64 #s(literal -1/2 binary64) (cosh.f64 x)))
(*.f64 (/.f64 #s(literal 1/2 binary64) (sinh.f64 x)) (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)))
(*.f64 (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))))
(*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64)))))
(*.f64 (*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) #s(literal 1/2 binary64)) (/.f64 #s(literal 1 binary64) (cosh.f64 x)))
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64)))
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) (*.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64)) #s(literal 1 binary64)))
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) #s(literal 1 binary64)) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)))
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) (cosh.f64 x)) (sinh.f64 x))
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64)))))
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64)))))) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))))
(*.f64 (*.f64 #s(literal 1 binary64) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64)))))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64)))
(*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) (-.f64 #s(literal 0 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))))
(*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) (*.f64 (sinh.f64 x) #s(literal -2 binary64)))
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))))) (*.f64 (sinh.f64 x) #s(literal -2 binary64)))
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64)))))) (-.f64 #s(literal 0 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))))
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64)))) (+.f64 (exp.f64 (*.f64 (+.f64 x x) #s(literal 3 binary64))) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 3 binary64)))) (+.f64 (exp.f64 (fma.f64 x #s(literal 2 binary64) (+.f64 x x))) (-.f64 (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64)) (fma.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)) #s(literal 1 binary64)))))
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64)))) (*.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)) (-.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) #s(literal 1 binary64)))) (-.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) #s(literal 1 binary64)))
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) #s(literal 1/2 binary64))) (sinh.f64 x))
(exp.f64 x)
(/.f64 (exp.f64 x) #s(literal 1 binary64))
(/.f64 #s(literal 1 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x)))
(/.f64 (-.f64 #s(literal 0 binary64) (exp.f64 x)) #s(literal -1 binary64))
(*.f64 (exp.f64 x) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) (exp.f64 x))
(exp.f64 (-.f64 #s(literal 0 binary64) x))
(exp.f64 (*.f64 (log.f64 (exp.f64 #s(literal -1 binary64))) x))
(-.f64 #s(literal 0 binary64) (-.f64 #s(literal 0 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(neg.f64 (-.f64 #s(literal 0 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/.f64 #s(literal 1 binary64) (exp.f64 x))
(/.f64 #s(literal 1 binary64) (neg.f64 (-.f64 #s(literal 0 binary64) (exp.f64 x))))
(/.f64 #s(literal -1 binary64) (-.f64 #s(literal 0 binary64) (exp.f64 x)))
(pow.f64 (exp.f64 x) #s(literal -1 binary64))
(pow.f64 (exp.f64 #s(literal -1 binary64)) x)
(*.f64 (exp.f64 (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x)))
(*.f64 #s(literal -1 binary64) (-.f64 #s(literal 0 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(*.f64 (pow.f64 (exp.f64 x) #s(literal -1/2 binary64)) (pow.f64 (exp.f64 x) #s(literal -1/2 binary64)))
(*.f64 (pow.f64 (exp.f64 #s(literal -1 binary64)) (/.f64 x #s(literal 2 binary64))) (pow.f64 (exp.f64 #s(literal -1 binary64)) (/.f64 x #s(literal 2 binary64))))

simplify952.0ms (10.1%)

Memory
21.4MiB live, 486.4MiB allocated
Algorithm
egg-herbie
Rules
13 776×accelerator-lowering-fma.f32
13 776×accelerator-lowering-fma.f64
3 650×*-lowering-*.f32
3 650×*-lowering-*.f64
2 770×+-lowering-+.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
077339
1220338
2490332
31295332
42170332
53645332
64343332
75854332
87984332
08018310
Stop Event
iter limit
node limit
Counts
48 → 48
Calls
Call 1
Inputs
x
(* x (+ 1 (* -1/3 (pow x 2))))
(* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3))))
(* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3))))
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))
(* 2 x)
(* x (+ 2 (* 1/3 (pow x 2))))
(* x (+ 2 (* (pow x 2) (+ 1/3 (* 1/60 (pow x 2))))))
(* x (+ 2 (* (pow x 2) (+ 1/3 (* (pow x 2) (+ 1/60 (* 1/2520 (pow x 2))))))))
(- (exp x) (exp (neg x)))
(- (exp x) (exp (neg x)))
(- (exp x) (exp (neg x)))
(- (exp x) (exp (neg x)))
(- (exp x) (exp (* -1 x)))
(- (exp x) (exp (* -1 x)))
(- (exp x) (exp (* -1 x)))
(- (exp x) (exp (* -1 x)))
1
(+ 1 x)
(+ 1 (* x (+ 1 (* 1/2 x))))
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))
(exp x)
(exp x)
(exp x)
(exp x)
(exp x)
(exp x)
(exp x)
(exp x)
1
(+ 1 (* -1 x))
(+ 1 (* x (- (* 1/2 x) 1)))
(+ 1 (* x (- (* x (+ 1/2 (* -1/6 x))) 1)))
(exp (neg x))
(exp (neg x))
(exp (neg x))
(exp (neg x))
(exp (* -1 x))
(exp (* -1 x))
(exp (* -1 x))
(exp (* -1 x))
Outputs
x
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3))))
(fma.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) #s(literal 2/15 binary64) #s(literal -1/3 binary64))) #s(literal 1 binary64)) #s(literal 0 binary64))
(* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3))))
(fma.f64 x (fma.f64 x (*.f64 x (fma.f64 x (*.f64 x (fma.f64 x (*.f64 x #s(literal -17/315 binary64)) #s(literal 2/15 binary64))) #s(literal -1/3 binary64))) #s(literal 1 binary64)) #s(literal 0 binary64))
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(* 2 x)
(+.f64 x x)
(* x (+ 2 (* 1/3 (pow x 2))))
(fma.f64 x (fma.f64 x (*.f64 x #s(literal 1/3 binary64)) #s(literal 2 binary64)) #s(literal 0 binary64))
(* x (+ 2 (* (pow x 2) (+ 1/3 (* 1/60 (pow x 2))))))
(fma.f64 x (fma.f64 (*.f64 x x) (fma.f64 x (*.f64 x #s(literal 1/60 binary64)) #s(literal 1/3 binary64)) #s(literal 2 binary64)) #s(literal 0 binary64))
(* x (+ 2 (* (pow x 2) (+ 1/3 (* (pow x 2) (+ 1/60 (* 1/2520 (pow x 2))))))))
(fma.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal 1/2520 binary64) #s(literal 1/60 binary64)) #s(literal 1/3 binary64))) #s(literal 2 binary64)) #s(literal 0 binary64))
(- (exp x) (exp (neg x)))
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))
(- (exp x) (exp (neg x)))
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))
(- (exp x) (exp (neg x)))
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))
(- (exp x) (exp (neg x)))
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))
(- (exp x) (exp (* -1 x)))
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))
(- (exp x) (exp (* -1 x)))
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))
(- (exp x) (exp (* -1 x)))
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))
(- (exp x) (exp (* -1 x)))
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))
1
#s(literal 1 binary64)
(+ 1 x)
(+.f64 x #s(literal 1 binary64))
(+ 1 (* x (+ 1 (* 1/2 x))))
(fma.f64 x (fma.f64 x #s(literal 1/2 binary64) #s(literal 1 binary64)) #s(literal 1 binary64))
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal 1/6 binary64) #s(literal 1/2 binary64)) #s(literal 1 binary64)) #s(literal 1 binary64))
(exp x)
(exp.f64 x)
(exp x)
(exp.f64 x)
(exp x)
(exp.f64 x)
(exp x)
(exp.f64 x)
(exp x)
(exp.f64 x)
(exp x)
(exp.f64 x)
(exp x)
(exp.f64 x)
(exp x)
(exp.f64 x)
1
#s(literal 1 binary64)
(+ 1 (* -1 x))
(-.f64 #s(literal 1 binary64) x)
(+ 1 (* x (- (* 1/2 x) 1)))
(fma.f64 x (fma.f64 x #s(literal 1/2 binary64) #s(literal -1 binary64)) #s(literal 1 binary64))
(+ 1 (* x (- (* x (+ 1/2 (* -1/6 x))) 1)))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/6 binary64) #s(literal 1/2 binary64)) #s(literal -1 binary64)) #s(literal 1 binary64))
(exp (neg x))
(exp.f64 (-.f64 #s(literal 0 binary64) x))
(exp (neg x))
(exp.f64 (-.f64 #s(literal 0 binary64) x))
(exp (neg x))
(exp.f64 (-.f64 #s(literal 0 binary64) x))
(exp (neg x))
(exp.f64 (-.f64 #s(literal 0 binary64) x))
(exp (* -1 x))
(exp.f64 (-.f64 #s(literal 0 binary64) x))
(exp (* -1 x))
(exp.f64 (-.f64 #s(literal 0 binary64) x))
(exp (* -1 x))
(exp.f64 (-.f64 #s(literal 0 binary64) x))
(exp (* -1 x))
(exp.f64 (-.f64 #s(literal 0 binary64) x))

eval78.0ms (0.8%)

Memory
8.6MiB live, 146.8MiB allocated
Compiler

Compiled 13 900 to 1 359 computations (90.2% saved)

prune63.0ms (0.7%)

Memory
-11.0MiB live, 149.2MiB allocated
Pruning

4 alts after pruning (4 fresh and 0 done)

PrunedKeptTotal
New5874591
Fresh000
Picked101
Done000
Total5884592
Accuracy
100.0%
Counts
592 → 4
Alt Table
Click to see full alt table
StatusAccuracyProgram
98.1%
(fma.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
54.2%
(/.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))))
100.0%
(tanh.f64 x)
98.1%
x
Compiler

Compiled 29 to 19 computations (34.5% saved)

simplify247.0ms (2.6%)

Memory
-15.3MiB live, 500.8MiB allocated
Algorithm
egg-herbie
Localize:

Found 8 expressions of interest:

NewMetricScoreProgram
cost-diff-64
(*.f64 x #s(literal -1/3 binary64))
cost-diff0
(fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64))
cost-diff0
(fma.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
cost-diff0
(sinh.f64 (+.f64 x x))
cost-diff0
(sinh.f64 x)
cost-diff0
(pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64))
cost-diff14208
(/.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))))
cost-diff0
(tanh.f64 x)
Rules
4 218×accelerator-lowering-fma.f32
4 218×accelerator-lowering-fma.f64
3 938×*-lowering-*.f32
3 938×*-lowering-*.f64
2 272×+-lowering-+.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01867
16167
215664
343064
4149664
5427256
6737656
0816854
Stop Event
iter limit
node limit
Calls
Call 1
Inputs
x
(tanh x)
x
(/ (pow (* 2 (sinh x)) 2) (* 2 (sinh (+ x x))))
(pow (* 2 (sinh x)) 2)
(* 2 (sinh x))
2
(sinh x)
x
(* 2 (sinh (+ x x)))
(sinh (+ x x))
(+ x x)
(+ (* x (+ (* x (* x -1/3)) 1)) 0)
x
(+ (* x (* x -1/3)) 1)
(* x -1/3)
-1/3
1
0
Outputs
x
(tanh x)
(tanh.f64 x)
x
(/ (pow (* 2 (sinh x)) 2) (* 2 (sinh (+ x x))))
(*.f64 (tanh.f64 x) #s(literal 1 binary64))
(pow (* 2 (sinh x)) 2)
(pow.f64 (fma.f64 #s(literal 2 binary64) (sinh.f64 x) #s(literal 0 binary64)) #s(literal 2 binary64))
(* 2 (sinh x))
(fma.f64 #s(literal 2 binary64) (sinh.f64 x) #s(literal 0 binary64))
2
#s(literal 2 binary64)
(sinh x)
(sinh.f64 x)
x
(* 2 (sinh (+ x x)))
(fma.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)) #s(literal 0 binary64))
(sinh (+ x x))
(sinh.f64 (+.f64 x x))
(+ x x)
(+.f64 x x)
(+ (* x (+ (* x (* x -1/3)) 1)) 0)
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
x
(+ (* x (* x -1/3)) 1)
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64))
(* x -1/3)
(fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64))
-1/3
#s(literal -1/3 binary64)
1
#s(literal 1 binary64)
0
#s(literal 0 binary64)

localize57.0ms (0.6%)

Memory
17.4MiB live, 134.3MiB allocated
Localize:

Found 8 expressions of interest:

NewMetricScoreProgram
accuracy100.0%
(fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64))
accuracy100.0%
(fma.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
accuracy99.5%
(*.f64 x #s(literal -1/3 binary64))
accuracy100.0%
(sinh.f64 x)
accuracy100.0%
(pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64))
accuracy100.0%
(sinh.f64 (+.f64 x x))
accuracy54.3%
(/.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))))
accuracy100.0%
(tanh.f64 x)
Samples
39.0ms256×0valid
Compiler

Compiled 68 to 20 computations (70.6% saved)

Precisions
Click to see histograms. Total time spent on operations: 28.0ms
ival-mult: 8.0ms (28.3% of total)
ival-div: 5.0ms (17.7% of total)
const: 5.0ms (17.7% of total)
ival-add: 3.0ms (10.6% of total)
ival-tanh: 3.0ms (10.6% of total)
ival-sinh: 2.0ms (7.1% of total)
ival-pow2: 2.0ms (7.1% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series17.0ms (0.2%)

Memory
-7.9MiB live, 29.1MiB allocated
Counts
8 → 96
Calls
Call 1
Inputs
#<alt (tanh x)>
#<alt (/ (pow (* 2 (sinh x)) 2) (* 2 (sinh (+ x x))))>
#<alt (pow (* 2 (sinh x)) 2)>
#<alt (sinh x)>
#<alt (sinh (+ x x))>
#<alt (+ (* x (+ (* x (* x -1/3)) 1)) 0)>
#<alt (+ (* x (* x -1/3)) 1)>
#<alt (* x -1/3)>
Outputs
#<alt x>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3))))>
#<alt (* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3))))>
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))>
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))>
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))>
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))>
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))>
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))>
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))>
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))>
#<alt x>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3))))>
#<alt (* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3))))>
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))>
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))>
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))>
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))>
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))>
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))>
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))>
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))>
#<alt (* 4 (pow x 2))>
#<alt (* (pow x 2) (+ 4 (* 4/3 (pow x 2))))>
#<alt (* (pow x 2) (+ 4 (* (pow x 2) (+ 4/3 (* 8/45 (pow x 2))))))>
#<alt (* (pow x 2) (+ 4 (* (pow x 2) (+ 4/3 (* (pow x 2) (+ 8/45 (* 4/315 (pow x 2))))))))>
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)>
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)>
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)>
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)>
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)>
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)>
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)>
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)>
#<alt x>
#<alt (* x (+ 1 (* 1/6 (pow x 2))))>
#<alt (* x (+ 1 (* (pow x 2) (+ 1/6 (* 1/120 (pow x 2))))))>
#<alt (* x (+ 1 (* (pow x 2) (+ 1/6 (* (pow x 2) (+ 1/120 (* 1/5040 (pow x 2))))))))>
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))>
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))>
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))>
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))>
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))>
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))>
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))>
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))>
#<alt (* 2 x)>
#<alt (* x (+ 2 (* 4/3 (pow x 2))))>
#<alt (* x (+ 2 (* (pow x 2) (+ 4/3 (* 4/15 (pow x 2))))))>
#<alt (* x (+ 2 (* (pow x 2) (+ 4/3 (* (pow x 2) (+ 4/15 (* 8/315 (pow x 2))))))))>
#<alt (* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))>
#<alt (* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))>
#<alt (* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))>
#<alt (* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))>
#<alt (* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))>
#<alt (* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))>
#<alt (* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))>
#<alt (* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))>
#<alt x>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* -1/3 (pow x 3))>
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* -1/3 (pow x 3))>
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))>
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))>
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))>
#<alt 1>
#<alt (+ 1 (* -1/3 (pow x 2)))>
#<alt (+ 1 (* -1/3 (pow x 2)))>
#<alt (+ 1 (* -1/3 (pow x 2)))>
#<alt (* -1/3 (pow x 2))>
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* -1/3 (pow x 2))>
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* -1/3 x)>
#<alt (* -1/3 x)>
#<alt (* -1/3 x)>
#<alt (* -1/3 x)>
#<alt (* -1/3 x)>
#<alt (* -1/3 x)>
#<alt (* -1/3 x)>
#<alt (* -1/3 x)>
#<alt (* -1/3 x)>
#<alt (* -1/3 x)>
#<alt (* -1/3 x)>
#<alt (* -1/3 x)>
Calls

24 calls:

TimeVariablePointExpression
3.0ms
x
@inf
(/ (pow (* 2 (sinh x)) 2) (* 2 (sinh (+ x x))))
3.0ms
x
@0
(+ (* x (+ (* x (* x -1/3)) 1)) 0)
3.0ms
x
@-inf
(/ (pow (* 2 (sinh x)) 2) (* 2 (sinh (+ x x))))
2.0ms
x
@-inf
(tanh x)
1.0ms
x
@inf
(tanh x)

rewrite31.0ms (0.3%)

Memory
3.9MiB live, 44.2MiB allocated
Algorithm
batch-egg-rewrite
Rules
58×*-lowering-*.f32
58×*-lowering-*.f64
36×/-lowering-/.f32
36×/-lowering-/.f64
34×+-lowering-+.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01846
011444
Stop Event
iter limit
iter limit
iter limit
unsound
Counts
8 → 41
Calls
Call 1
Inputs
(tanh x)
(/ (pow (* 2 (sinh x)) 2) (* 2 (sinh (+ x x))))
(pow (* 2 (sinh x)) 2)
(sinh x)
(sinh (+ x x))
(+ (* x (+ (* x (* x -1/3)) 1)) 0)
(+ (* x (* x -1/3)) 1)
(* x -1/3)
Outputs
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
(/.f64 (expm1.f64 (+.f64 x x)) (+.f64 (exp.f64 (+.f64 x x)) #s(literal 1 binary64)))
(/.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (*.f64 #s(literal -2 binary64) x))) (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 #s(literal -2 binary64) x))))
(tanh.f64 x)
(/.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))))
(/.f64 #s(literal 1 binary64) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64))))
(/.f64 (neg.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64))) (neg.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))))
(/.f64 (/.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) #s(literal 2 binary64)) (sinh.f64 (+.f64 x x)))
(*.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))))
(exp.f64 (*.f64 (log.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x))) #s(literal 2 binary64)))
(pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64))
(*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) (*.f64 #s(literal 2 binary64) (sinh.f64 x)))
(*.f64 #s(literal 4 binary64) (pow.f64 (sinh.f64 x) #s(literal 2 binary64)))
(*.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 1 binary64)) (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 1 binary64)))
(sinh.f64 x)
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) #s(literal 2 binary64))
(+.f64 (*.f64 (sinh.f64 x) (cosh.f64 x)) (*.f64 (cosh.f64 x) (sinh.f64 x)))
(fma.f64 (sinh.f64 x) (cosh.f64 x) (*.f64 (cosh.f64 x) (sinh.f64 x)))
(sinh.f64 (+.f64 x x))
(/.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (neg.f64 (+.f64 x x)))) #s(literal 2 binary64))
(+.f64 (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64))
(+.f64 #s(literal 0 binary64) (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)))
(+.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (*.f64 x #s(literal 1 binary64)))
(+.f64 (*.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x) (*.f64 #s(literal 1 binary64) x))
(fma.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) (*.f64 x #s(literal 1 binary64)))
(fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64))
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x (*.f64 #s(literal 1 binary64) x))
(fma.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x #s(literal 0 binary64))
(/.f64 (+.f64 (pow.f64 (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) #s(literal 3 binary64)) #s(literal 0 binary64)) (fma.f64 (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64)))))
(/.f64 (-.f64 (*.f64 (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64))) #s(literal 0 binary64)) (-.f64 (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64)))
(*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)))
(*.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x)
(+.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64))
(+.f64 #s(literal 1 binary64) (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))
(fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64))
(fma.f64 (*.f64 x #s(literal -1/3 binary64)) x #s(literal 1 binary64))
(fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64))
(/.f64 (+.f64 (pow.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) (-.f64 #s(literal 1 binary64) (*.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64)))))
(/.f64 (-.f64 (*.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) #s(literal 1 binary64)) (-.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64)))
(*.f64 x #s(literal -1/3 binary64))
(*.f64 #s(literal -1/3 binary64) x)

simplify506.0ms (5.3%)

Memory
22.9MiB live, 844.1MiB allocated
Algorithm
egg-herbie
Rules
21 480×accelerator-lowering-fma.f32
21 480×accelerator-lowering-fma.f64
5 562×*-lowering-*.f32
5 562×*-lowering-*.f64
2 790×+-lowering-+.f64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0111924
1327872
2900872
32726872
46338872
08245824
Stop Event
iter limit
node limit
Counts
96 → 96
Calls
Call 1
Inputs
x
(* x (+ 1 (* -1/3 (pow x 2))))
(* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3))))
(* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
x
(* x (+ 1 (* -1/3 (pow x 2))))
(* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3))))
(* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(* 4 (pow x 2))
(* (pow x 2) (+ 4 (* 4/3 (pow x 2))))
(* (pow x 2) (+ 4 (* (pow x 2) (+ 4/3 (* 8/45 (pow x 2))))))
(* (pow x 2) (+ 4 (* (pow x 2) (+ 4/3 (* (pow x 2) (+ 8/45 (* 4/315 (pow x 2))))))))
(pow (- (exp x) (/ 1 (exp x))) 2)
(pow (- (exp x) (/ 1 (exp x))) 2)
(pow (- (exp x) (/ 1 (exp x))) 2)
(pow (- (exp x) (/ 1 (exp x))) 2)
(pow (- (exp x) (/ 1 (exp x))) 2)
(pow (- (exp x) (/ 1 (exp x))) 2)
(pow (- (exp x) (/ 1 (exp x))) 2)
(pow (- (exp x) (/ 1 (exp x))) 2)
x
(* x (+ 1 (* 1/6 (pow x 2))))
(* x (+ 1 (* (pow x 2) (+ 1/6 (* 1/120 (pow x 2))))))
(* x (+ 1 (* (pow x 2) (+ 1/6 (* (pow x 2) (+ 1/120 (* 1/5040 (pow x 2))))))))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(* 2 x)
(* x (+ 2 (* 4/3 (pow x 2))))
(* x (+ 2 (* (pow x 2) (+ 4/3 (* 4/15 (pow x 2))))))
(* x (+ 2 (* (pow x 2) (+ 4/3 (* (pow x 2) (+ 4/15 (* 8/315 (pow x 2))))))))
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
x
(* x (+ 1 (* -1/3 (pow x 2))))
(* x (+ 1 (* -1/3 (pow x 2))))
(* x (+ 1 (* -1/3 (pow x 2))))
(* -1/3 (pow x 3))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(* -1/3 (pow x 3))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
1
(+ 1 (* -1/3 (pow x 2)))
(+ 1 (* -1/3 (pow x 2)))
(+ 1 (* -1/3 (pow x 2)))
(* -1/3 (pow x 2))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(* -1/3 (pow x 2))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(* -1/3 x)
(* -1/3 x)
(* -1/3 x)
(* -1/3 x)
(* -1/3 x)
(* -1/3 x)
(* -1/3 x)
(* -1/3 x)
(* -1/3 x)
(* -1/3 x)
(* -1/3 x)
(* -1/3 x)
Outputs
x
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64))
(* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3))))
(*.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) #s(literal 2/15 binary64) #s(literal -1/3 binary64))) #s(literal 1 binary64)))
(* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3))))
(*.f64 x (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal -17/315 binary64) #s(literal 2/15 binary64)) #s(literal -1/3 binary64)) #s(literal 1 binary64)))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))))
x
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64))
(* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3))))
(*.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) #s(literal 2/15 binary64) #s(literal -1/3 binary64))) #s(literal 1 binary64)))
(* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3))))
(*.f64 x (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal -17/315 binary64) #s(literal 2/15 binary64)) #s(literal -1/3 binary64)) #s(literal 1 binary64)))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))
(* 4 (pow x 2))
(*.f64 x (*.f64 x #s(literal 4 binary64)))
(* (pow x 2) (+ 4 (* 4/3 (pow x 2))))
(*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal 4/3 binary64) #s(literal 4 binary64)))
(* (pow x 2) (+ 4 (* (pow x 2) (+ 4/3 (* 8/45 (pow x 2))))))
(*.f64 (*.f64 x x) (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) #s(literal 8/45 binary64) #s(literal 4/3 binary64))) #s(literal 4 binary64)))
(* (pow x 2) (+ 4 (* (pow x 2) (+ 4/3 (* (pow x 2) (+ 8/45 (* 4/315 (pow x 2))))))))
(*.f64 x (*.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal 4/315 binary64) #s(literal 8/45 binary64)) #s(literal 4/3 binary64))) #s(literal 4 binary64))))
(pow (- (exp x) (/ 1 (exp x))) 2)
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64))))
(pow (- (exp x) (/ 1 (exp x))) 2)
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64))))
(pow (- (exp x) (/ 1 (exp x))) 2)
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64))))
(pow (- (exp x) (/ 1 (exp x))) 2)
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64))))
(pow (- (exp x) (/ 1 (exp x))) 2)
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64))))
(pow (- (exp x) (/ 1 (exp x))) 2)
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64))))
(pow (- (exp x) (/ 1 (exp x))) 2)
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64))))
(pow (- (exp x) (/ 1 (exp x))) 2)
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64))))
x
(* x (+ 1 (* 1/6 (pow x 2))))
(*.f64 x (fma.f64 x (*.f64 x #s(literal 1/6 binary64)) #s(literal 1 binary64)))
(* x (+ 1 (* (pow x 2) (+ 1/6 (* 1/120 (pow x 2))))))
(*.f64 x (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal 1/120 binary64) #s(literal 1/6 binary64)) #s(literal 1 binary64)))
(* x (+ 1 (* (pow x 2) (+ 1/6 (* (pow x 2) (+ 1/120 (* 1/5040 (pow x 2))))))))
(*.f64 x (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (fma.f64 x (*.f64 x #s(literal 1/5040 binary64)) #s(literal 1/120 binary64)) #s(literal 1/6 binary64)) #s(literal 1 binary64)))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64))
(* 1/2 (- (exp x) (/ 1 (exp x))))
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64))
(* 2 x)
(+.f64 x x)
(* x (+ 2 (* 4/3 (pow x 2))))
(fma.f64 x (fma.f64 x (*.f64 x #s(literal 4/3 binary64)) #s(literal 2 binary64)) #s(literal 0 binary64))
(* x (+ 2 (* (pow x 2) (+ 4/3 (* 4/15 (pow x 2))))))
(fma.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) #s(literal 4/15 binary64) #s(literal 4/3 binary64))) #s(literal 2 binary64)) #s(literal 0 binary64))
(* x (+ 2 (* (pow x 2) (+ 4/3 (* (pow x 2) (+ 4/15 (* 8/315 (pow x 2))))))))
(fma.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) (fma.f64 x (*.f64 x #s(literal 8/315 binary64)) #s(literal 4/15 binary64)) #s(literal 4/3 binary64))) #s(literal 2 binary64)) #s(literal 0 binary64))
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64))
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64))
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64))
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64))
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64))
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64))
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64))
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64))
x
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64))
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64))
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 3))
(fma.f64 x (*.f64 #s(literal -1/3 binary64) (*.f64 x x)) #s(literal 0 binary64))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 3))
(fma.f64 x (*.f64 #s(literal -1/3 binary64) (*.f64 x x)) #s(literal 0 binary64))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64))
1
#s(literal 1 binary64)
(+ 1 (* -1/3 (pow x 2)))
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64))
(+ 1 (* -1/3 (pow x 2)))
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64))
(+ 1 (* -1/3 (pow x 2)))
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64))
(* -1/3 (pow x 2))
(*.f64 #s(literal -1/3 binary64) (*.f64 x x))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64))
(* -1/3 (pow x 2))
(*.f64 #s(literal -1/3 binary64) (*.f64 x x))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64))
(* -1/3 x)
(*.f64 x #s(literal -1/3 binary64))
(* -1/3 x)
(*.f64 x #s(literal -1/3 binary64))
(* -1/3 x)
(*.f64 x #s(literal -1/3 binary64))
(* -1/3 x)
(*.f64 x #s(literal -1/3 binary64))
(* -1/3 x)
(*.f64 x #s(literal -1/3 binary64))
(* -1/3 x)
(*.f64 x #s(literal -1/3 binary64))
(* -1/3 x)
(*.f64 x #s(literal -1/3 binary64))
(* -1/3 x)
(*.f64 x #s(literal -1/3 binary64))
(* -1/3 x)
(*.f64 x #s(literal -1/3 binary64))
(* -1/3 x)
(*.f64 x #s(literal -1/3 binary64))
(* -1/3 x)
(*.f64 x #s(literal -1/3 binary64))
(* -1/3 x)
(*.f64 x #s(literal -1/3 binary64))

eval15.0ms (0.2%)

Memory
-9.9MiB live, 27.9MiB allocated
Compiler

Compiled 2 040 to 229 computations (88.8% saved)

prune7.0ms (0.1%)

Memory
19.5MiB live, 19.5MiB allocated
Pruning

4 alts after pruning (2 fresh and 2 done)

PrunedKeptTotal
New1352137
Fresh000
Picked224
Done000
Total1374141
Accuracy
100.0%
Counts
141 → 4
Alt Table
Click to see full alt table
StatusAccuracyProgram
98.1%
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x (*.f64 #s(literal 1 binary64) x))
98.1%
(*.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x)
100.0%
(tanh.f64 x)
98.1%
x
Compiler

Compiled 25 to 16 computations (36% saved)

simplify6.0ms (0.1%)

Memory
11.0MiB live, 11.0MiB allocated
Algorithm
egg-herbie
Localize:

Found 7 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 x x)
cost-diff0
(*.f64 (*.f64 x x) #s(literal -1/3 binary64))
cost-diff0
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x (*.f64 #s(literal 1 binary64) x))
cost-diff320
(*.f64 #s(literal 1 binary64) x)
cost-diff0
(*.f64 x x)
cost-diff0
(fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64))
cost-diff0
(*.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x)
Rules
66×*-lowering-*.f32
66×*-lowering-*.f64
32×accelerator-lowering-fma.f32
32×accelerator-lowering-fma.f64
26×associate-*r*
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01043
12343
25339
36039
46139
06136
Stop Event
iter limit
saturated
Calls
Call 1
Inputs
(* (+ (* (* x x) -1/3) 1) x)
(+ (* (* x x) -1/3) 1)
(* x x)
x
-1/3
1
(+ (* (* (* x x) -1/3) x) (* 1 x))
(* (* x x) -1/3)
(* x x)
x
-1/3
(* 1 x)
1
Outputs
(* (+ (* (* x x) -1/3) 1) x)
(*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)))
(+ (* (* x x) -1/3) 1)
(fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64))
(* x x)
(*.f64 x x)
x
-1/3
#s(literal -1/3 binary64)
1
#s(literal 1 binary64)
(+ (* (* (* x x) -1/3) x) (* 1 x))
(*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)))
(* (* x x) -1/3)
(*.f64 (*.f64 x x) #s(literal -1/3 binary64))
(* x x)
(*.f64 x x)
x
-1/3
#s(literal -1/3 binary64)
(* 1 x)
x
1
#s(literal 1 binary64)

localize40.0ms (0.4%)

Memory
-29.8MiB live, 65.7MiB allocated
Localize:

Found 7 expressions of interest:

NewMetricScoreProgram
accuracy100.0%
(*.f64 x x)
accuracy100.0%
(*.f64 #s(literal 1 binary64) x)
accuracy100.0%
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x (*.f64 #s(literal 1 binary64) x))
accuracy99.7%
(*.f64 (*.f64 x x) #s(literal -1/3 binary64))
accuracy100.0%
(*.f64 x x)
accuracy100.0%
(fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64))
accuracy100.0%
(*.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x)
Samples
27.0ms256×0valid
Compiler

Compiled 46 to 12 computations (73.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 14.0ms
ival-mult: 8.0ms (57.2% of total)
const: 4.0ms (28.6% of total)
ival-add: 2.0ms (14.3% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series2.0ms (0%)

Memory
2.8MiB live, 2.8MiB allocated
Counts
6 → 72
Calls
Call 1
Inputs
#<alt (* (+ (* (* x x) -1/3) 1) x)>
#<alt (+ (* (* x x) -1/3) 1)>
#<alt (* x x)>
#<alt (* 1 x)>
#<alt (+ (* (* (* x x) -1/3) x) (* 1 x))>
#<alt (* (* x x) -1/3)>
Outputs
#<alt x>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* -1/3 (pow x 3))>
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* -1/3 (pow x 3))>
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))>
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))>
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))>
#<alt 1>
#<alt (+ 1 (* -1/3 (pow x 2)))>
#<alt (+ 1 (* -1/3 (pow x 2)))>
#<alt (+ 1 (* -1/3 (pow x 2)))>
#<alt (* -1/3 (pow x 2))>
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* -1/3 (pow x 2))>
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt x>
#<alt x>
#<alt x>
#<alt x>
#<alt x>
#<alt x>
#<alt x>
#<alt x>
#<alt x>
#<alt x>
#<alt x>
#<alt x>
#<alt x>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* -1/3 (pow x 3))>
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* -1/3 (pow x 3))>
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))>
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))>
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
Calls

18 calls:

TimeVariablePointExpression
0.0ms
x
@-inf
(* 1 x)
0.0ms
x
@inf
(+ (* (* (* x x) -1/3) x) (* 1 x))
0.0ms
x
@inf
(* (* x x) -1/3)
0.0ms
x
@0
(* x x)
0.0ms
x
@inf
(* x x)

rewrite421.0ms (4.4%)

Memory
20.3MiB live, 594.0MiB allocated
Algorithm
batch-egg-rewrite
Rules
6 520×accelerator-lowering-fma.f32
6 520×accelerator-lowering-fma.f64
4 392×/-lowering-/.f32
4 392×/-lowering-/.f64
4 176×*-lowering-*.f32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01034
15330
235030
3329130
0878227
Stop Event
iter limit
node limit
Counts
6 → 559
Calls
Call 1
Inputs
(* (+ (* (* x x) -1/3) 1) x)
(+ (* (* x x) -1/3) 1)
(* x x)
(* 1 x)
(+ (* (* (* x x) -1/3) x) (* 1 x))
(* (* x x) -1/3)
Outputs
(+.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))
(+.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)
(+.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (/.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64)))) (neg.f64 (/.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64)))))
(exp.f64 (*.f64 (log.f64 (/.f64 #s(literal 1 binary64) (*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64))))) #s(literal -1 binary64)))
(-.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (/.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64)))) (/.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64))))
(-.f64 (/.f64 (*.f64 x x) (*.f64 x (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)))) (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)))))
(-.f64 (/.f64 (/.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64))))) (*.f64 (*.f64 x (*.f64 x x)) (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal -1 binary64)))) (fma.f64 x x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (-.f64 (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1/3 binary64)))))) (/.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal -1 binary64)))) (fma.f64 x x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (-.f64 (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1/3 binary64)))))))
(-.f64 (/.f64 (/.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64))))) (fma.f64 (*.f64 (*.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/81 binary64)) (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)))))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64)))) (/.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (fma.f64 (*.f64 (*.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/81 binary64)) (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)))))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64)))))
(-.f64 (/.f64 (/.f64 (*.f64 (*.f64 (*.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/81 binary64)) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64)))) (/.f64 (/.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64)))))
(-.f64 (/.f64 #s(literal 0 binary64) (-.f64 #s(literal 0 binary64) (fma.f64 x x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (-.f64 (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1/3 binary64))))))) (/.f64 (*.f64 (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (-.f64 #s(literal 0 binary64) (fma.f64 x x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (-.f64 (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1/3 binary64))))))))
(-.f64 (/.f64 #s(literal 0 binary64) (*.f64 x (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)))) (/.f64 (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)))))
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(*.f64 (/.f64 (*.f64 x (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64))) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64))) (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)))
(*.f64 (/.f64 (*.f64 x (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64))) (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal -1 binary64))) (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal 1/9 binary64) #s(literal -1/3 binary64)) #s(literal 1 binary64)))
(*.f64 (/.f64 (*.f64 x (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal 1 binary64))) (fma.f64 (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)) (*.f64 (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)) (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64))) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64)))))) (fma.f64 (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)) (-.f64 (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (*.f64 (*.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/81 binary64))))
(*.f64 (/.f64 (*.f64 x (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal 1 binary64))) (*.f64 (fma.f64 (*.f64 x x) (-.f64 (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1/3 binary64)) #s(literal 1 binary64)) (+.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64)) (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))) (+.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64)) (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))
(exp.f64 (log.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))
(exp.f64 (*.f64 (log.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) #s(literal 1 binary64)))
(pow.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64))
(*.f64 x (*.f64 x #s(literal -1/3 binary64)))
(*.f64 x (exp.f64 (log.f64 (*.f64 x #s(literal -1/3 binary64)))))
(*.f64 (*.f64 x x) #s(literal -1/3 binary64))
(*.f64 (*.f64 x x) (exp.f64 (log.f64 #s(literal -1/3 binary64))))
(*.f64 #s(literal -1/3 binary64) (*.f64 x x))
(*.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))
(*.f64 (*.f64 x #s(literal -1/3 binary64)) x)
(*.f64 (exp.f64 (log.f64 (*.f64 x #s(literal -1/3 binary64)))) x)
(*.f64 (exp.f64 (log.f64 #s(literal -1/3 binary64))) (*.f64 x x))

simplify198.0ms (2.1%)

Memory
-17.9MiB live, 262.6MiB allocated
Algorithm
egg-herbie
Rules
3 448×accelerator-lowering-fma.f32
3 448×accelerator-lowering-fma.f64
3 002×*-lowering-*.f32
3 002×*-lowering-*.f64
1 962×/-lowering-/.f32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
020366
146330
2123330
3395330
41644330
54541330
66759330
08385303
Stop Event
iter limit
node limit
Counts
72 → 72
Calls
Call 1
Inputs
x
(* x (+ 1 (* -1/3 (pow x 2))))
(* x (+ 1 (* -1/3 (pow x 2))))
(* x (+ 1 (* -1/3 (pow x 2))))
(* -1/3 (pow x 3))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(* -1/3 (pow x 3))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
1
(+ 1 (* -1/3 (pow x 2)))
(+ 1 (* -1/3 (pow x 2)))
(+ 1 (* -1/3 (pow x 2)))
(* -1/3 (pow x 2))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(* -1/3 (pow x 2))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
x
x
x
x
x
x
x
x
x
x
x
x
x
(* x (+ 1 (* -1/3 (pow x 2))))
(* x (+ 1 (* -1/3 (pow x 2))))
(* x (+ 1 (* -1/3 (pow x 2))))
(* -1/3 (pow x 3))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(* -1/3 (pow x 3))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
Outputs
x
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 3))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 3))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
1
#s(literal 1 binary64)
(+ 1 (* -1/3 (pow x 2)))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64))
(+ 1 (* -1/3 (pow x 2)))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64))
(+ 1 (* -1/3 (pow x 2)))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64))
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
x
x
x
x
x
x
x
x
x
x
x
x
x
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 3))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 3))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64))

eval84.0ms (0.9%)

Memory
-11.7MiB live, 141.0MiB allocated
Compiler

Compiled 24 409 to 1 131 computations (95.4% saved)

prune84.0ms (0.9%)

Memory
-14.9MiB live, 107.7MiB allocated
Pruning

3 alts after pruning (1 fresh and 2 done)

PrunedKeptTotal
New6521653
Fresh000
Picked202
Done022
Total6543657
Accuracy
100.0%
Counts
657 → 3
Alt Table
Click to see full alt table
StatusAccuracyProgram
98.1%
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x)
100.0%
(tanh.f64 x)
98.1%
x
Compiler

Compiled 14 to 8 computations (42.9% saved)

simplify5.0ms (0.1%)

Memory
8.5MiB live, 8.5MiB allocated
Algorithm
egg-herbie
Localize:

Found 3 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 x x)
cost-diff0
(*.f64 (*.f64 x x) #s(literal -1/3 binary64))
cost-diff0
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x)
Rules
66×*-lowering-*.f32
66×*-lowering-*.f64
32×accelerator-lowering-fma.f32
32×accelerator-lowering-fma.f64
24×associate-*r*
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0619
11619
23217
34117
44117
56317
66317
06316
Stop Event
iter limit
saturated
Calls
Call 1
Inputs
(+ (* (* (* x x) -1/3) x) x)
(* (* x x) -1/3)
(* x x)
x
-1/3
Outputs
(+ (* (* (* x x) -1/3) x) x)
(*.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)))
(* (* x x) -1/3)
(*.f64 x (*.f64 x #s(literal -1/3 binary64)))
(* x x)
(*.f64 x x)
x
-1/3
#s(literal -1/3 binary64)

localize24.0ms (0.3%)

Memory
12.9MiB live, 50.6MiB allocated
Localize:

Found 3 expressions of interest:

NewMetricScoreProgram
accuracy100.0%
(*.f64 x x)
accuracy100.0%
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x)
accuracy99.7%
(*.f64 (*.f64 x x) #s(literal -1/3 binary64))
Samples
15.0ms256×0valid
Compiler

Compiled 20 to 8 computations (60% saved)

Precisions
Click to see histograms. Total time spent on operations: 10.0ms
ival-mult: 5.0ms (52.1% of total)
const: 3.0ms (31.3% of total)
ival-add: 1.0ms (10.4% of total)
ival-true: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series1.0ms (0%)

Memory
1.0MiB live, 1.0MiB allocated
Counts
3 → 36
Calls
Call 1
Inputs
#<alt (+ (* (* (* x x) -1/3) x) x)>
#<alt (* (* x x) -1/3)>
#<alt (* x x)>
Outputs
#<alt x>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* x (+ 1 (* -1/3 (pow x 2))))>
#<alt (* -1/3 (pow x 3))>
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))>
#<alt (* -1/3 (pow x 3))>
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))>
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))>
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (* -1/3 (pow x 2))>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
#<alt (pow x 2)>
Calls

9 calls:

TimeVariablePointExpression
0.0ms
x
@0
(+ (* (* (* x x) -1/3) x) x)
0.0ms
x
@inf
(+ (* (* (* x x) -1/3) x) x)
0.0ms
x
@-inf
(+ (* (* (* x x) -1/3) x) x)
0.0ms
x
@0
(* (* x x) -1/3)
0.0ms
x
@inf
(* (* x x) -1/3)

rewrite579.0ms (6.1%)

Memory
-0.6MiB live, 759.5MiB allocated
Algorithm
batch-egg-rewrite
Rules
12 132×accelerator-lowering-fma.f32
12 132×accelerator-lowering-fma.f64
4 312×/-lowering-/.f32
4 312×/-lowering-/.f64
4 136×*-lowering-*.f32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0617
13015
218815
3179215
0857714
Stop Event
iter limit
node limit
Counts
3 → 204
Calls
Call 1
Inputs
(+ (* (* (* x x) -1/3) x) x)
(* (* x x) -1/3)
(* x x)
Outputs
(+.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))
(+.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)
(+.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (-.f64 #s(literal 0 binary64) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x))))
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(*.f64 (/.f64 (*.f64 (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x)) (*.f64 x (fma.f64 x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (-.f64 #s(literal 0 binary64) x)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 #s(literal 1 binary64) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x))))
(*.f64 (*.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) #s(literal 1 binary64)) x) (/.f64 #s(literal 1 binary64) (-.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))))
(*.f64 (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64)) x) (/.f64 #s(literal 1 binary64) (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal -1 binary64))))
(*.f64 (/.f64 (*.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))) (*.f64 (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))) (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))))) (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64))))) (fma.f64 (*.f64 x (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))) (-.f64 (*.f64 x (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))))) (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) #s(literal 1/81 binary64))))
(*.f64 (/.f64 (*.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (*.f64 (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x)) (*.f64 x (-.f64 (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))))))) (*.f64 x (-.f64 (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))))))
(*.f64 (/.f64 (*.f64 x (fma.f64 x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (-.f64 #s(literal 0 binary64) x))) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x))))) (fma.f64 x (*.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64))) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))))))
(*.f64 (pow.f64 (/.f64 (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 (*.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x)))))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) #s(literal 1/81 binary64) (*.f64 (*.f64 x x) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x))))))
(*.f64 (pow.f64 (/.f64 (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x)) (*.f64 x (fma.f64 x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (-.f64 #s(literal 0 binary64) x))))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x))))
(*.f64 (pow.f64 (/.f64 (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x)) (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (pow.f64 x #s(literal 27 binary64)) #s(literal -1/19683 binary64)))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 (*.f64 x (*.f64 x x)) (-.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)))) (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64))))))
(*.f64 (pow.f64 (/.f64 (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x)) (*.f64 (*.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x)))))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x))))))
(*.f64 x (*.f64 x #s(literal -1/3 binary64)))
(*.f64 (*.f64 x x) #s(literal -1/3 binary64))
(*.f64 #s(literal -1/3 binary64) (*.f64 x x))
(*.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))
(*.f64 (*.f64 x #s(literal -1/3 binary64)) x)
(exp.f64 (*.f64 #s(literal 2 binary64) (log.f64 x)))
(exp.f64 (*.f64 (*.f64 #s(literal 2 binary64) (log.f64 x)) #s(literal 1 binary64)))
(-.f64 #s(literal 0 binary64) (-.f64 #s(literal 0 binary64) (*.f64 x x)))
(neg.f64 (-.f64 #s(literal 0 binary64) (*.f64 x x)))
(pow.f64 x #s(literal 2 binary64))
(pow.f64 (*.f64 x x) #s(literal 1 binary64))
(pow.f64 (-.f64 #s(literal 0 binary64) x) #s(literal 2 binary64))
(pow.f64 (exp.f64 #s(literal 2 binary64)) (log.f64 x))
(*.f64 x x)
(*.f64 (*.f64 x x) #s(literal 1 binary64))
(*.f64 (-.f64 #s(literal 0 binary64) x) (-.f64 #s(literal 0 binary64) x))
(*.f64 #s(literal -1 binary64) (-.f64 #s(literal 0 binary64) (*.f64 x x)))

simplify450.0ms (4.8%)

Memory
4.8MiB live, 398.2MiB allocated
Algorithm
egg-herbie
Rules
4 424×*-lowering-*.f32
4 424×*-lowering-*.f64
4 386×accelerator-lowering-fma.f32
4 386×accelerator-lowering-fma.f64
2 480×cube-prod
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
019188
144170
2117170
3393170
41078170
52709170
63758170
74523170
85683170
96483170
107001170
117412170
127713170
137973170
08628161
Stop Event
iter limit
node limit
Counts
36 → 36
Calls
Call 1
Inputs
x
(* x (+ 1 (* -1/3 (pow x 2))))
(* x (+ 1 (* -1/3 (pow x 2))))
(* x (+ 1 (* -1/3 (pow x 2))))
(* -1/3 (pow x 3))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(* -1/3 (pow x 3))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(* -1/3 (pow x 2))
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
(pow x 2)
Outputs
x
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* x (+ 1 (* -1/3 (pow x 2))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 3))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 3))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64))
(* -1/3 (pow x 2))
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))
(pow x 2)
(fma.f64 x x #s(literal 0 binary64))

eval49.0ms (0.5%)

Memory
16.0MiB live, 54.4MiB allocated
Compiler

Compiled 11 774 to 557 computations (95.3% saved)

prune29.0ms (0.3%)

Memory
-21.7MiB live, 58.1MiB allocated
Pruning

3 alts after pruning (0 fresh and 3 done)

PrunedKeptTotal
New2400240
Fresh000
Picked011
Done022
Total2403243
Accuracy
100.0%
Counts
243 → 3
Alt Table
Click to see full alt table
StatusAccuracyProgram
98.1%
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x)
100.0%
(tanh.f64 x)
98.1%
x
Compiler

Compiled 79 to 37 computations (53.2% saved)

regimes6.0ms (0.1%)

Memory
13.4MiB live, 13.4MiB allocated
Counts
8 → 1
Calls
Call 1
Inputs
x
(*.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x)
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x)
(fma.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x (*.f64 #s(literal 1 binary64) x))
(tanh.f64 x)
(/.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))))
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
Outputs
(tanh.f64 x)
Calls

2 calls:

3.0ms
x
2.0ms
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
Results
AccuracySegmentsBranch
100.0%1x
100.0%1(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
Compiler

Compiled 16 to 8 computations (50% saved)

regimes4.0ms (0%)

Memory
11.0MiB live, 11.0MiB allocated
Accuracy

Total -0.1b remaining (-11%)

Threshold costs -0.1b (-11%)

Counts
5 → 1
Calls
Call 1
Inputs
x
(*.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x)
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x)
(fma.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64))
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x (*.f64 #s(literal 1 binary64) x))
Outputs
x
Calls

2 calls:

2.0ms
x
2.0ms
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
Results
AccuracySegmentsBranch
98.1%1x
98.1%1(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))))
Compiler

Compiled 16 to 8 computations (50% saved)

simplify7.0ms (0.1%)

Memory
-23.2MiB live, 15.4MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
023
Stop Event
saturated
Calls
Call 1
Inputs
(tanh.f64 x)
x
Outputs
(tanh.f64 x)
x

soundness296.0ms (3.1%)

Memory
4.1MiB live, 248.5MiB allocated
Rules
13 776×accelerator-lowering-fma.f32
13 776×accelerator-lowering-fma.f64
3 904×*-lowering-*.f32
3 904×*-lowering-*.f64
3 826×/-lowering-/.f32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
077339
1220338
2490332
31295332
42170332
53645332
64343332
75854332
87984332
08018310
0711
14911
241811
3708211
0806411
Stop Event
done
iter limit
node limit
iter limit
node limit
Compiler

Compiled 9 to 5 computations (44.4% saved)

preprocess36.0ms (0.4%)

Memory
10.2MiB live, 49.2MiB allocated
Remove

(negabs x)

Compiler

Compiled 42 to 22 computations (47.6% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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