Diagrams.Color.HSV:lerp from diagrams-contrib-1.3.0.5

Time bar (total: 3.9s)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated

analyze0.0ms (0%)

Memory
1.2MiB live, 1.2MiB allocated
Algorithm
search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.9%0.1%0%0%0%0
100%99.9%0%0.1%0%0%0%1
Compiler

Compiled 11 to 10 computations (9.1% saved)

sample631.0ms (16.1%)

Memory
21.9MiB live, 1 493.0MiB allocated
Samples
401.0ms8 256×0valid
Precisions
Click to see histograms. Total time spent on operations: 216.0ms
ival-mult: 114.0ms (52.9% of total)
ival-sub: 49.0ms (22.7% of total)
ival-add: 39.0ms (18.1% of total)
ival-true: 6.0ms (2.8% of total)
exact: 5.0ms (2.3% of total)
ival-assert: 3.0ms (1.4% of total)
Bogosity

explain79.0ms (2%)

Memory
-5.6MiB live, 238.4MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
70-0-(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
00-0-y
00-0-(*.f64 (-.f64 #s(literal 1 binary64) x) y)
00-0-(-.f64 #s(literal 1 binary64) x)
00-0-#s(literal 1 binary64)
00-0-z
00-0-(*.f64 x z)
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
+.f64(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))nan-rescue70
(*.f64 (-.f64 #s(literal 1 binary64) x) y)overflow34
(*.f64 x z)overflow37
Confusion
Predicted +Predicted -
+70
-0249
Precision
1.0
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+700
-00249
Precision?
1.0
Recall?
1.0
Freqs
test
numberfreq
0249
17
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
31.0ms512×0valid
Compiler

Compiled 85 to 36 computations (57.6% saved)

Precisions
Click to see histograms. Total time spent on operations: 14.0ms
ival-mult: 8.0ms (55.8% of total)
ival-sub: 3.0ms (20.9% of total)
ival-add: 2.0ms (14% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

preprocess84.0ms (2.2%)

Memory
6.9MiB live, 86.0MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03290
18081
218781
353168
4112764
5189763
6227263
7230863
8231263
9231263
089
0129
1199
2299
3529
41078
51557
62467
73967
85587
96287
106307
06306
Stop Event
iter limit
saturated
iter limit
saturated
Calls
Call 1
Inputs
(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
Outputs
(fma.f64 (-.f64 z y) x y)
Compiler

Compiled 9 to 8 computations (11.1% saved)

eval0.0ms (0%)

Memory
0.6MiB live, 0.6MiB allocated
Compiler

Compiled 0 to 3 computations (-∞% saved)

prune1.0ms (0%)

Memory
1.7MiB live, 1.7MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
97.3%
(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
Compiler

Compiled 9 to 8 computations (11.1% saved)

simplify20.0ms (0.5%)

Memory
-5.9MiB live, 33.9MiB allocated
Algorithm
egg-herbie
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 x z)
cost-diff0
(-.f64 #s(literal 1 binary64) x)
cost-diff0
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
cost-diff448
(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0824
01224
11924
22924
35224
410723
515522
624622
739622
855822
962822
1063022
063021
Stop Event
iter limit
saturated
iter limit
Calls
Call 1
Inputs
(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(-.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
x
y
(*.f64 x z)
z
Outputs
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(-.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
x
y
(*.f64 z x)
z

localize21.0ms (0.5%)

Memory
17.8MiB live, 57.0MiB allocated
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
accuracy0
(-.f64 #s(literal 1 binary64) x)
accuracy0
(*.f64 x z)
accuracy0.00390625
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
accuracy1.5546813074906176
(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
Samples
15.0ms256×0valid
Compiler

Compiled 50 to 18 computations (64% saved)

Precisions
Click to see histograms. Total time spent on operations: 6.0ms
ival-mult: 3.0ms (49.3% of total)
ival-sub: 1.0ms (16.4% of total)
ival-add: 1.0ms (16.4% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series16.0ms (0.4%)

Memory
-2.1MiB live, 39.1MiB allocated
Counts
4 → 96
Calls
Call 1
Inputs
#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())
Outputs
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 x z) #<representation binary64>) () ())) ())
Calls

9 calls:

TimeVariablePointExpression
7.0ms
y
@0
((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (* x z))
1.0ms
x
@inf
((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (* x z))
1.0ms
x
@-inf
((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (* x z))
1.0ms
y
@inf
((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (* x z))
1.0ms
z
@-inf
((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (* x z))

simplify122.0ms (3.1%)

Memory
-2.1MiB live, 156.5MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
057498
1192442
2558442
31391442
43884442
56283442
67991442
08233415
Stop Event
iter limit
node limit
Counts
96 → 94
Calls
Call 1
Inputs
(* y (- 1 x))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(* x z)
(* x z)
(* x z)
(* x z)
(* x z)
(* z (+ x (/ (* y (- 1 x)) z)))
(* z (+ x (/ (* y (- 1 x)) z)))
(* z (+ x (/ (* y (- 1 x)) z)))
(* x z)
(* x z)
(* x z)
(* x z)
(* x z)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* x z)
(* x z)
(* x z)
(* x z)
(* x z)
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
y
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
y
(+ y (* -1 (* x y)))
(+ y (* -1 (* x y)))
(+ y (* -1 (* x y)))
1
(+ 1 (* -1 x))
(+ 1 (* -1 x))
(+ 1 (* -1 x))
(* x z)
(* x z)
(* x z)
(* x z)
(* x (+ z (* -1 y)))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* -1 (* x y))
(* x (+ (* -1 y) (/ y x)))
(* x (+ (* -1 y) (/ y x)))
(* x (+ (* -1 y) (/ y x)))
(* -1 x)
(* x (- (/ 1 x) 1))
(* x (- (/ 1 x) 1))
(* x (- (/ 1 x) 1))
(* x z)
(* x z)
(* x z)
(* x z)
(* -1 (* x (+ y (* -1 z))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x y))
(* -1 (* x (+ y (* -1 (/ y x)))))
(* -1 (* x (+ y (* -1 (/ y x)))))
(* -1 (* x (+ y (* -1 (/ y x)))))
(* -1 x)
(* -1 (* x (- 1 (/ 1 x))))
(* -1 (* x (- 1 (/ 1 x))))
(* -1 (* x (- 1 (/ 1 x))))
(* x z)
(* x z)
(* x z)
(* x z)
Outputs
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
y
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
y
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
#s(literal 1 binary64)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (neg.f64 y) x)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(neg.f64 x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (neg.f64 y) x)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(neg.f64 x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)

rewrite235.0ms (6%)

Memory
-1.3MiB live, 397.6MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0820
01220
14420
231320
3372820
01250719
Stop Event
iter limit
node limit
iter limit
Counts
4 → 284
Calls
Call 1
Inputs
(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(-.f64 #s(literal 1 binary64) x)
(*.f64 x z)
Outputs
#<batchref>
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eval47.0ms (1.2%)

Memory
-0.0MiB live, 121.9MiB allocated
Compiler

Compiled 8 152 to 926 computations (88.6% saved)

prune10.0ms (0.3%)

Memory
-0.0MiB live, 38.2MiB allocated
Pruning

5 alts after pruning (5 fresh and 0 done)

PrunedKeptTotal
New3735378
Fresh000
Picked101
Done000
Total3745379
Accuracy
100.0%
Counts
379 → 5
Alt Table
Click to see full alt table
StatusAccuracyProgram
99.2%
(fma.f64 (-.f64 #s(literal 1 binary64) x) y (*.f64 z x))
100.0%
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
67.8%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
56.2%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
45.7%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
Compiler

Compiled 134 to 102 computations (23.9% saved)

simplify24.0ms (0.6%)

Memory
-12.1MiB live, 27.2MiB allocated
Algorithm
egg-herbie
Localize:

Found 14 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 z x)
cost-diff0
(-.f64 #s(literal 1 binary64) x)
cost-diff320
(fma.f64 (-.f64 #s(literal 1 binary64) x) y (*.f64 z x))
cost-diff0
(-.f64 z y)
cost-diff0
(*.f64 (-.f64 z y) x)
cost-diff0
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
cost-diff0
(-.f64 #s(literal 1 binary64) x)
cost-diff0
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
cost-diff0
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
cost-diff0
(*.f64 z x)
cost-diff0
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
cost-diff0
(-.f64 z y)
cost-diff0
(fma.f64 (-.f64 z y) x y)
cost-diff0
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
019116
026110
137110
254102
387102
4150102
5212102
6339102
7525102
8689102
9710102
10710102
0710102
Stop Event
iter limit
saturated
iter limit
Calls
Call 1
Inputs
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
(fma.f64 (-.f64 z y) x y)
(-.f64 z y)
z
y
x
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
(*.f64 z x)
z
x
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(-.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
x
y
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
(*.f64 (-.f64 z y) x)
(-.f64 z y)
z
y
x
(fma.f64 (-.f64 #s(literal 1 binary64) x) y (*.f64 z x))
(-.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
x
y
(*.f64 z x)
z
Outputs
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
(fma.f64 (-.f64 z y) x y)
(-.f64 z y)
z
y
x
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
(*.f64 z x)
z
x
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(-.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
x
y
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
(*.f64 (-.f64 z y) x)
(-.f64 z y)
z
y
x
(fma.f64 (-.f64 z y) x y)
(-.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
x
y
(*.f64 z x)
z

localize42.0ms (1.1%)

Memory
19.3MiB live, 102.1MiB allocated
Localize:

Found 14 expressions of interest:

NewMetricScoreProgram
accuracy0
(-.f64 #s(literal 1 binary64) x)
accuracy0
(*.f64 z x)
accuracy0.5039007452111204
(fma.f64 (-.f64 #s(literal 1 binary64) x) y (*.f64 z x))
accuracy0
(-.f64 z y)
accuracy0.03125
(*.f64 (-.f64 z y) x)
accuracy20.61174334610985
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
accuracy0
(-.f64 #s(literal 1 binary64) x)
accuracy0.00390625
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
accuracy28.01583240356958
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
accuracy0
(*.f64 z x)
accuracy34.771468043597864
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
accuracy0
(-.f64 z y)
accuracy0
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
accuracy0.01953125
(fma.f64 (-.f64 z y) x y)
Samples
31.0ms256×0valid
Compiler

Compiled 213 to 35 computations (83.6% saved)

Precisions
Click to see histograms. Total time spent on operations: 13.0ms
ival-mult: 6.0ms (47.9% of total)
ival-sub: 3.0ms (23.9% of total)
ival-add: 3.0ms (23.9% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series25.0ms (0.6%)

Memory
-28.0MiB live, 49.6MiB allocated
Counts
11 → 336
Calls
Call 1
Inputs
#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (fma.f64 (-.f64 z y) x y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 z y) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 z x) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (-.f64 z y) x) #<representation binary64>) () ())
#s(alt #<batchref> (patch (fma.f64 (-.f64 #s(literal 1 binary64) x) y (*.f64 z x)) #<representation binary64>) () ())
Outputs
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 (-.f64 z y) x y) #<representation binary64>) () ())) ())
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Calls

9 calls:

TimeVariablePointExpression
4.0ms
z
@inf
((+ (* (- 1 x) y) (* x z)) (+ (* (- z y) x) y) (- z y) (+ (* (- 1 x) y) (* x z)) (* z x) (+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (+ (* (- 1 x) y) (* z x)))
2.0ms
x
@-inf
((+ (* (- 1 x) y) (* x z)) (+ (* (- z y) x) y) (- z y) (+ (* (- 1 x) y) (* x z)) (* z x) (+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (+ (* (- 1 x) y) (* z x)))
1.0ms
z
@-inf
((+ (* (- 1 x) y) (* x z)) (+ (* (- z y) x) y) (- z y) (+ (* (- 1 x) y) (* x z)) (* z x) (+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (+ (* (- 1 x) y) (* z x)))
1.0ms
x
@inf
((+ (* (- 1 x) y) (* x z)) (+ (* (- z y) x) y) (- z y) (+ (* (- 1 x) y) (* x z)) (* z x) (+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (+ (* (- 1 x) y) (* z x)))
1.0ms
y
@-inf
((+ (* (- 1 x) y) (* x z)) (+ (* (- z y) x) y) (- z y) (+ (* (- 1 x) y) (* x z)) (* z x) (+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (+ (* (- 1 x) y) (* z x)))

simplify148.0ms (3.8%)

Memory
2.7MiB live, 246.4MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01132246
13881796
211161796
326691796
453251796
575731796
080171634
Stop Event
iter limit
node limit
Counts
336 → 326
Calls
Call 1
Inputs
(* y (- 1 x))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ y (* -1 (* x y)))
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(+ y (+ (* -1 (* x y)) (* x z)))
(* -1 y)
(- z y)
(- z y)
(- z y)
(* y (- 1 x))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
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(* x z)
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(+ (* x z) (* y (- 1 x)))
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(* z (+ x (+ (* -1 (/ (* x y) z)) (/ y z))))
z
(* z (+ 1 (* -1 (/ y z))))
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(* z (+ x (/ (* y (- 1 x)) z)))
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(* x z)
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(* z (+ x (/ (* y (- 1 x)) z)))
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(* x z)
(* -1 (* z (+ (* -1 x) (* -1 (/ (+ y (* -1 (* x y))) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (+ y (* -1 (* x y))) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (+ y (* -1 (* x y))) z)))))
z
(* -1 (* z (- (/ y z) 1)))
(* -1 (* z (- (/ y z) 1)))
(* -1 (* z (- (/ y z) 1)))
(* x z)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
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(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
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(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
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(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* x z)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* x z)
(* -1 (* z (+ (* -1 x) (/ (* x y) z))))
(* -1 (* z (+ (* -1 x) (/ (* x y) z))))
(* -1 (* z (+ (* -1 x) (/ (* x y) z))))
(* x z)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* x z)
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z
(+ z (* -1 y))
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(* x z)
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(+ (* x z) (* y (- 1 x)))
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(* x z)
(+ (* -1 (* x y)) (* x z))
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(+ (* -1 (* x y)) (* x z))
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(+ (* x z) (* y (- 1 x)))
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(* y (- 1 x))
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(* y (+ 1 (* -1 x)))
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(* y (+ 1 (+ (* -1 x) (/ (* x z) y))))
(* -1 y)
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(* y (- (/ z y) 1))
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(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- 1 x))
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(* y (- 1 x))
(* y (- (+ 1 (/ (* x z) y)) x))
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(* -1 (* x y))
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(* y (+ (* -1 x) (/ (* x z) y)))
(* y (+ (* -1 x) (/ (* x z) y)))
(* y (- 1 x))
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(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- (+ 1 (/ (* x z) y)) x))
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(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (- x 1)))
(* -1 (* y (- (+ x (* -1 (/ (* x z) y))) 1)))
(* -1 (* y (- (+ x (* -1 (/ (* x z) y))) 1)))
(* -1 (* y (- (+ x (* -1 (/ (* x z) y))) 1)))
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(* -1 (* y (+ 1 (* -1 (/ z y)))))
(* -1 (* y (+ 1 (* -1 (/ z y)))))
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(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
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(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* x y))
(* -1 (* y (+ x (* -1 (/ (* x z) y)))))
(* -1 (* y (+ x (* -1 (/ (* x z) y)))))
(* -1 (* y (+ x (* -1 (/ (* x z) y)))))
(* y (- 1 x))
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(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
y
(+ y (* x (+ z (* -1 y))))
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(+ y (* x (+ z (* -1 y))))
y
(+ y (* x (- z y)))
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y
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(* x z)
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y
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
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y
(+ y (* -1 (* x y)))
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1
(+ 1 (* -1 x))
(+ 1 (* -1 x))
(+ 1 (* -1 x))
y
(+ y (* x (+ z (* -1 y))))
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(+ y (* x (+ z (* -1 y))))
(* x (- z y))
(* x (- z y))
(* x (- z y))
(* x (- z y))
y
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
(* x (+ z (* -1 y)))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (- z y))
(* x (- (+ z (/ y x)) y))
(* x (- (+ z (/ y x)) y))
(* x (- (+ z (/ y x)) y))
(* x (+ z (* -1 y)))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x z)
(* x z)
(* x z)
(* x z)
(* x (+ z (* -1 y)))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* -1 (* x y))
(* x (+ (* -1 y) (/ y x)))
(* x (+ (* -1 y) (/ y x)))
(* x (+ (* -1 y) (/ y x)))
(* -1 x)
(* x (- (/ 1 x) 1))
(* x (- (/ 1 x) 1))
(* x (- (/ 1 x) 1))
(* x (+ z (* -1 y)))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (- z y))
(* x (- z y))
(* x (- z y))
(* x (- z y))
(* x (+ z (* -1 y)))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* -1 (* x (+ y (* -1 z))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* x (- z y))
(* -1 (* x (+ (* -1 (- z y)) (* -1 (/ y x)))))
(* -1 (* x (+ (* -1 (- z y)) (* -1 (/ y x)))))
(* -1 (* x (+ (* -1 (- z y)) (* -1 (/ y x)))))
(* -1 (* x (+ y (* -1 z))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* x z)
(* x z)
(* x z)
(* x z)
(* -1 (* x (+ y (* -1 z))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x y))
(* -1 (* x (+ y (* -1 (/ y x)))))
(* -1 (* x (+ y (* -1 (/ y x)))))
(* -1 (* x (+ y (* -1 (/ y x)))))
(* -1 x)
(* -1 (* x (- 1 (/ 1 x))))
(* -1 (* x (- 1 (/ 1 x))))
(* -1 (* x (- 1 (/ 1 x))))
(* -1 (* x (+ y (* -1 z))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* x (- z y))
(* x (- z y))
(* x (- z y))
(* x (- z y))
(* -1 (* x (+ y (* -1 z))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
Outputs
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(neg.f64 y)
(-.f64 z y)
(-.f64 z y)
(-.f64 z y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (neg.f64 x) y)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
z
(-.f64 z y)
(-.f64 z y)
(-.f64 z y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
z
(-.f64 z y)
(-.f64 z y)
(-.f64 z y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
z
(-.f64 z y)
(-.f64 z y)
(-.f64 z y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(neg.f64 y)
(-.f64 z y)
(-.f64 z y)
(-.f64 z y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (neg.f64 x) y)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(neg.f64 y)
(-.f64 z y)
(-.f64 z y)
(-.f64 z y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (neg.f64 x) y)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
y
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
y
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
y
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
y
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
y
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
#s(literal 1 binary64)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
y
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
y
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (neg.f64 x) y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(neg.f64 x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (neg.f64 x) y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(neg.f64 x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)

rewrite169.0ms (4.3%)

Memory
24.8MiB live, 303.3MiB allocated
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01992
02686
19786
259478
3739678
0847978
Stop Event
iter limit
node limit
iter limit
Counts
11 → 558
Calls
Call 1
Inputs
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
(fma.f64 (-.f64 z y) x y)
(-.f64 z y)
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
(*.f64 z x)
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(-.f64 #s(literal 1 binary64) x)
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 #s(literal 1 binary64) x) y (*.f64 z x))
Outputs
#<batchref>
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eval148.0ms (3.8%)

Memory
-1.1MiB live, 348.6MiB allocated
Compiler

Compiled 29 067 to 1 732 computations (94% saved)

prune36.0ms (0.9%)

Memory
-13.6MiB live, 111.3MiB allocated
Pruning

7 alts after pruning (3 fresh and 4 done)

PrunedKeptTotal
New1 08431 087
Fresh000
Picked145
Done000
Total1 08571 092
Accuracy
100.0%
Counts
1 092 → 7
Alt Table
Click to see full alt table
StatusAccuracyProgram
67.0%
(fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x))
100.0%
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
67.8%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
56.2%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
24.7%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
33.8%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
45.7%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
Compiler

Compiled 105 to 78 computations (25.7% saved)

simplify45.0ms (1.2%)

Memory
4.7MiB live, 44.1MiB allocated
Algorithm
egg-herbie
Localize:

Found 11 expressions of interest:

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

Useful iterations: 0 (0.0ms)

IterNodesCost
02092
02792
14492
25992
39488
418888
525988
643988
766088
875488
980188
1098888
11107188
12107988
13108588
14109588
15109988
0109986
Stop Event
iter limit
saturated
iter limit
Calls
Call 1
Inputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
(*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)
#s(approx (- 1 x) #s(literal 1 binary64))
#s(literal 1 binary64)
y
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
(*.f64 #s(approx (- z y) (neg.f64 y)) x)
#s(approx (- z y) (neg.f64 y))
(neg.f64 y)
y
x
(fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x))
#s(approx (- 1 x) (neg.f64 x))
(neg.f64 x)
x
y
(*.f64 z x)
z
Outputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
(*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)
#s(approx (- 1 x) #s(literal 1 binary64))
#s(literal 1 binary64)
y
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
(*.f64 #s(approx (- z y) (neg.f64 y)) x)
#s(approx (- z y) (neg.f64 y))
(neg.f64 y)
y
x
(fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x))
#s(approx (- 1 x) (neg.f64 x))
(neg.f64 x)
x
y
(*.f64 z x)
z

localize37.0ms (0.9%)

Memory
2.2MiB live, 80.3MiB allocated
Localize:

Found 11 expressions of interest:

NewMetricScoreProgram
accuracy0
(*.f64 z x)
accuracy0
(neg.f64 x)
accuracy0.5039007452111204
(fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x))
accuracy31.79074574355768
#s(approx (- 1 x) (neg.f64 x))
accuracy0
(neg.f64 y)
accuracy0.03125
(*.f64 #s(approx (- z y) (neg.f64 y)) x)
accuracy20.61174334610985
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
accuracy34.48827163830937
#s(approx (- z y) (neg.f64 y))
accuracy0.00390625
(*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)
accuracy28.01583240356958
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
accuracy31.383496532531748
#s(approx (- 1 x) #s(literal 1 binary64))
Samples
26.0ms256×0valid
Compiler

Compiled 154 to 37 computations (76% saved)

Precisions
Click to see histograms. Total time spent on operations: 14.0ms
ival-mult: 6.0ms (41.9% of total)
ival-sub: 4.0ms (27.9% of total)
ival-add: 2.0ms (14% of total)
ival-neg: 2.0ms (14% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

series18.0ms (0.4%)

Memory
-1.3MiB live, 39.7MiB allocated
Counts
11 → 264
Calls
Call 1
Inputs
#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (- 1 x) #s(literal 1 binary64)) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 #s(approx (- z y) (neg.f64 y)) x) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (- z y) (neg.f64 y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x)) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (- 1 x) (neg.f64 x)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 z x) #<representation binary64>) () ())
Outputs
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 #s(approx (- z y) (neg.f64 y)) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 #s(approx (- z y) (neg.f64 y)) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 #s(approx (- z y) (neg.f64 y)) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 #s(approx (- z y) (neg.f64 y)) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (- z y) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (- z y) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (- z y) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (- z y) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 #s(approx (- z y) (neg.f64 y)) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 #s(approx (- z y) (neg.f64 y)) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 #s(approx (- z y) (neg.f64 y)) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 #s(approx (- z y) (neg.f64 y)) x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (- z y) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (- z y) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (- z y) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (- z y) (neg.f64 y)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 z x) #<representation binary64>) () ())) ())
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#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 z x) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 z x) #<representation binary64>) () ())) ())
Calls

9 calls:

TimeVariablePointExpression
1.0ms
x
@-inf
((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (- z y) (neg y) (+ (* (- 1 x) y) (* z x)) (- 1 x) (neg x) (* z x))
1.0ms
y
@inf
((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (- z y) (neg y) (+ (* (- 1 x) y) (* z x)) (- 1 x) (neg x) (* z x))
1.0ms
y
@-inf
((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (- z y) (neg y) (+ (* (- 1 x) y) (* z x)) (- 1 x) (neg x) (* z x))
1.0ms
z
@-inf
((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (- z y) (neg y) (+ (* (- 1 x) y) (* z x)) (- 1 x) (neg x) (* z x))
1.0ms
x
@inf
((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (- z y) (neg y) (+ (* (- 1 x) y) (* z x)) (- 1 x) (neg x) (* z x))

simplify149.0ms (3.8%)

Memory
7.4MiB live, 171.2MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0861474
12911204
28321204
321581204
442851204
563211204
673541204
779151204
080591123
Stop Event
iter limit
node limit
Counts
264 → 257
Calls
Call 1
Inputs
(* y (- 1 x))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(* y (- 1 x))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(* -1 (* x y))
(+ (* -1 (* x y)) (* x z))
(+ (* -1 (* x y)) (* x z))
(+ (* -1 (* x y)) (* x z))
(* -1 y)
(- z y)
(- z y)
(- z y)
(* y (- 1 x))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(* x z)
(* x z)
(* x z)
(* x z)
(* x z)
(* z (+ x (/ (* y (- 1 x)) z)))
(* z (+ x (/ (* y (- 1 x)) z)))
(* z (+ x (/ (* y (- 1 x)) z)))
(* x z)
(* z (+ x (/ (* y (- 1 x)) z)))
(* z (+ x (/ (* y (- 1 x)) z)))
(* z (+ x (/ (* y (- 1 x)) z)))
(* x z)
(* z (+ x (* -1 (/ (* x y) z))))
(* z (+ x (* -1 (/ (* x y) z))))
(* z (+ x (* -1 (/ (* x y) z))))
z
(* z (+ 1 (* -1 (/ y z))))
(* z (+ 1 (* -1 (/ y z))))
(* z (+ 1 (* -1 (/ y z))))
(* x z)
(* z (+ x (/ (* y (- 1 x)) z)))
(* z (+ x (/ (* y (- 1 x)) z)))
(* z (+ x (/ (* y (- 1 x)) z)))
(* x z)
(* x z)
(* x z)
(* x z)
(* x z)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* x z)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* x z)
(* -1 (* z (+ (* -1 x) (/ (* x y) z))))
(* -1 (* z (+ (* -1 x) (/ (* x y) z))))
(* -1 (* z (+ (* -1 x) (/ (* x y) z))))
z
(* -1 (* z (- (/ y z) 1)))
(* -1 (* z (- (/ y z) 1)))
(* -1 (* z (- (/ y z) 1)))
(* x z)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* x z)
(* x z)
(* x z)
(* x z)
(* x z)
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* x z)
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(* x z)
(+ (* -1 (* x y)) (* x z))
(+ (* -1 (* x y)) (* x z))
(+ (* -1 (* x y)) (* x z))
z
(+ z (* -1 y))
(+ z (* -1 y))
(+ z (* -1 y))
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(* x z)
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(* y (- 1 x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* -1 (* x y))
(* y (+ (* -1 x) (/ (* x z) y)))
(* y (+ (* -1 x) (/ (* x z) y)))
(* y (+ (* -1 x) (/ (* x z) y)))
(* -1 y)
(* y (- (/ z y) 1))
(* y (- (/ z y) 1))
(* y (- (/ z y) 1))
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(* y (- 1 x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- (+ 1 (/ (* x z) y)) x))
(* y (- 1 x))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* y (- 1 x))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* x y))
(* -1 (* y (+ x (* -1 (/ (* x z) y)))))
(* -1 (* y (+ x (* -1 (/ (* x z) y)))))
(* -1 (* y (+ x (* -1 (/ (* x z) y)))))
(* -1 y)
(* -1 (* y (+ 1 (* -1 (/ z y)))))
(* -1 (* y (+ 1 (* -1 (/ z y)))))
(* -1 (* y (+ 1 (* -1 (/ z y)))))
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(* y (- 1 x))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
y
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
y
(+ y (* -1 (* x y)))
(+ y (* -1 (* x y)))
(+ y (* -1 (* x y)))
1
(+ 1 (* -1 x))
(+ 1 (* -1 x))
(+ 1 (* -1 x))
y
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
(* x (- z y))
(* x (- z y))
(* x (- z y))
(* x (- z y))
y
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
1
(+ 1 (* -1 x))
(+ 1 (* -1 x))
(+ 1 (* -1 x))
(* -1 x)
(* -1 x)
(* -1 x)
(* -1 x)
(* x z)
(* x z)
(* x z)
(* x z)
(* x (+ z (* -1 y)))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* -1 (* x y))
(* x (+ (* -1 y) (/ y x)))
(* x (+ (* -1 y) (/ y x)))
(* x (+ (* -1 y) (/ y x)))
(* -1 x)
(* x (- (/ 1 x) 1))
(* x (- (/ 1 x) 1))
(* x (- (/ 1 x) 1))
(* x (+ z (* -1 y)))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (- z y))
(* x (- z y))
(* x (- z y))
(* x (- z y))
(* x (+ z (* -1 y)))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* x (+ z (+ (* -1 y) (/ y x))))
(* -1 x)
(* x (- (/ 1 x) 1))
(* x (- (/ 1 x) 1))
(* x (- (/ 1 x) 1))
(* -1 x)
(* -1 x)
(* -1 x)
(* -1 x)
(* x z)
(* x z)
(* x z)
(* x z)
(* -1 (* x (+ y (* -1 z))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x y))
(* -1 (* x (+ y (* -1 (/ y x)))))
(* -1 (* x (+ y (* -1 (/ y x)))))
(* -1 (* x (+ y (* -1 (/ y x)))))
(* -1 x)
(* -1 (* x (- 1 (/ 1 x))))
(* -1 (* x (- 1 (/ 1 x))))
(* -1 (* x (- 1 (/ 1 x))))
(* -1 (* x (+ y (* -1 z))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* x (- z y))
(* x (- z y))
(* x (- z y))
(* x (- z y))
(* -1 (* x (+ y (* -1 z))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 (* x (+ y (+ (* -1 z) (* -1 (/ y x))))))
(* -1 x)
(* -1 (* x (- 1 (/ 1 x))))
(* -1 (* x (- 1 (/ 1 x))))
(* -1 (* x (- 1 (/ 1 x))))
(* -1 x)
(* -1 x)
(* -1 x)
(* -1 x)
(* x z)
(* x z)
(* x z)
(* x z)
Outputs
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (neg.f64 x) y)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(neg.f64 y)
(-.f64 z y)
(-.f64 z y)
(-.f64 z y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
z
(-.f64 z y)
(-.f64 z y)
(-.f64 z y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
z
(-.f64 z y)
(-.f64 z y)
(-.f64 z y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 z x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
z
(-.f64 z y)
(-.f64 z y)
(-.f64 z y)
(neg.f64 y)
(neg.f64 y)
(neg.f64 y)
(neg.f64 y)
(*.f64 z x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (neg.f64 x) y)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(neg.f64 y)
(-.f64 z y)
(-.f64 z y)
(-.f64 z y)
(neg.f64 y)
(neg.f64 y)
(neg.f64 y)
(neg.f64 y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (neg.f64 x) y)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(neg.f64 y)
(-.f64 z y)
(-.f64 z y)
(-.f64 z y)
(neg.f64 y)
(neg.f64 y)
(neg.f64 y)
(neg.f64 y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
y
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
y
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
#s(literal 1 binary64)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
y
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
y
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
#s(literal 1 binary64)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(neg.f64 x)
(neg.f64 x)
(neg.f64 x)
(neg.f64 x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (neg.f64 x) y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(neg.f64 x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(neg.f64 x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(neg.f64 x)
(neg.f64 x)
(neg.f64 x)
(neg.f64 x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (neg.f64 x) y)
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(*.f64 y (-.f64 #s(literal 1 binary64) x))
(neg.f64 x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(*.f64 (-.f64 z y) x)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(fma.f64 (-.f64 z y) x y)
(neg.f64 x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(-.f64 #s(literal 1 binary64) x)
(neg.f64 x)
(neg.f64 x)
(neg.f64 x)
(neg.f64 x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)
(*.f64 z x)

rewrite160.0ms (4.1%)

Memory
7.6MiB live, 198.4MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02085
02785
19885
260885
3697485
0802783
Stop Event
iter limit
node limit
iter limit
Counts
11 → 148
Calls
Call 1
Inputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
(*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)
#s(approx (- 1 x) #s(literal 1 binary64))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
(*.f64 #s(approx (- z y) (neg.f64 y)) x)
#s(approx (- z y) (neg.f64 y))
(neg.f64 y)
(fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x))
#s(approx (- 1 x) (neg.f64 x))
(neg.f64 x)
(*.f64 z x)
Outputs
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>
#<batchref>

eval48.0ms (1.2%)

Memory
-25.3MiB live, 93.2MiB allocated
Compiler

Compiled 9 031 to 511 computations (94.3% saved)

prune12.0ms (0.3%)

Memory
37.5MiB live, 37.5MiB allocated
Pruning

7 alts after pruning (0 fresh and 7 done)

PrunedKeptTotal
New4050405
Fresh000
Picked033
Done044
Total4057412
Accuracy
100.0%
Counts
412 → 7
Alt Table
Click to see full alt table
StatusAccuracyProgram
67.0%
(fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x))
100.0%
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
67.8%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
56.2%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
24.7%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
33.8%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
45.7%
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
Compiler

Compiled 227 to 111 computations (51.1% saved)

regimes17.0ms (0.4%)

Memory
-7.2MiB live, 31.5MiB allocated
Counts
9 → 1
Calls
Call 1
Inputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
(fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x))
(fma.f64 (-.f64 #s(literal 1 binary64) x) y (*.f64 z x))
(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
Outputs
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
Calls

4 calls:

5.0ms
(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
4.0ms
x
4.0ms
z
4.0ms
y
Results
AccuracySegmentsBranch
100.0%1x
100.0%1y
100.0%1z
100.0%1(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes13.0ms (0.3%)

Memory
-12.1MiB live, 26.1MiB allocated
Counts
5 → 3
Calls
Call 1
Inputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
Outputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
Calls

4 calls:

5.0ms
z
3.0ms
(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
2.0ms
y
2.0ms
x
Results
AccuracySegmentsBranch
83.0%3x
83.9%3y
82.0%3z
76.5%5(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes7.0ms (0.2%)

Memory
16.4MiB live, 16.4MiB allocated
Counts
4 → 3
Calls
Call 1
Inputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
Outputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
Calls

3 calls:

2.0ms
z
2.0ms
x
2.0ms
y
Results
AccuracySegmentsBranch
76.7%3z
63.0%2x
78.9%3y
Compiler

Compiled 3 to 9 computations (-200% saved)

regimes10.0ms (0.3%)

Memory
-20.0MiB live, 18.5MiB allocated
Counts
3 → 4
Calls
Call 1
Inputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
Outputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
Calls

4 calls:

4.0ms
z
2.0ms
y
2.0ms
(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
2.0ms
x
Results
AccuracySegmentsBranch
63.9%4x
54.3%5(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
64.9%5z
62.4%4y
Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes5.0ms (0.1%)

Memory
11.7MiB live, 11.7MiB allocated
Counts
2 → 3
Calls
Call 1
Inputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
Outputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
Calls

3 calls:

2.0ms
z
2.0ms
y
2.0ms
x
Results
AccuracySegmentsBranch
60.2%3y
60.8%3z
60.8%3x
Compiler

Compiled 3 to 9 computations (-200% saved)

regimes6.0ms (0.1%)

Memory
15.3MiB live, 15.3MiB allocated
Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

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

4 calls:

1.0ms
(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
1.0ms
z
1.0ms
y
1.0ms
x
Results
AccuracySegmentsBranch
45.7%1(+.f64 (*.f64 (-.f64 #s(literal 1 binary64) x) y) (*.f64 x z))
45.7%1y
45.7%1x
45.7%1z
Compiler

Compiled 12 to 17 computations (-41.7% saved)

bsearch34.0ms (0.9%)

Memory
-26.9MiB live, 54.7MiB allocated
Algorithm
binary-search
Stop Event
narrow-enough
narrow-enough
Steps
TimeLeftRight
16.0ms
2.7076760352651484e+57
4.1405326960697716e+71
15.0ms
-4.8475539725800405e+79
-4.92991771774107e+72
Samples
17.0ms304×0valid
Compiler

Compiled 582 to 489 computations (16% saved)

Precisions
Click to see histograms. Total time spent on operations: 11.0ms
ival-sub: 5.0ms (47.1% of total)
ival-mult: 4.0ms (37.7% of total)
ival-add: 1.0ms (9.4% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

bsearch21.0ms (0.5%)

Memory
2.9MiB live, 40.2MiB allocated
Algorithm
binary-search
Stop Event
narrow-enough
narrow-enough
Steps
TimeLeftRight
10.0ms
5.443728302179448e-17
2.1209528456279105e-16
9.0ms
-1.3627283905434045e-33
-1.0838453969927393e-35
Samples
12.0ms192×0valid
Compiler

Compiled 348 to 302 computations (13.2% saved)

Precisions
Click to see histograms. Total time spent on operations: 8.0ms
ival-add: 4.0ms (52.2% of total)
ival-mult: 2.0ms (26.1% of total)
ival-sub: 1.0ms (13.1% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

bsearch35.0ms (0.9%)

Memory
26.9MiB live, 64.1MiB allocated
Algorithm
binary-search
Stop Event
narrow-enough
narrow-enough
narrow-enough
Steps
TimeLeftRight
9.0ms
5.741774146922947e-20
1.2364895147237366e-17
14.0ms
-1.5842197894135483e-103
-3.2807720232123745e-104
9.0ms
-9.438074708162785e+199
-1.1488430366137706e+198
Samples
20.0ms320×0valid
Compiler

Compiled 619 to 501 computations (19.1% saved)

Precisions
Click to see histograms. Total time spent on operations: 13.0ms
ival-mult: 9.0ms (69.9% of total)
ival-sub: 2.0ms (15.5% of total)
ival-add: 1.0ms (7.8% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

bsearch55.0ms (1.4%)

Memory
-15.3MiB live, 76.3MiB allocated
Algorithm
binary-search
Stop Event
narrow-enough
narrow-enough
Steps
TimeLeftRight
9.0ms
4.949316099475015e-13
1.0612354622103994e-10
43.0ms
-5.9609779536872206e+29
-6.789488644021488e+23
Samples
12.0ms256×0valid
Compiler

Compiled 492 to 398 computations (19.1% saved)

Precisions
Click to see histograms. Total time spent on operations: 6.0ms
ival-mult: 3.0ms (50.1% of total)
ival-sub: 1.0ms (16.7% of total)
ival-add: 1.0ms (16.7% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

simplify30.0ms (0.8%)

Memory
-14.7MiB live, 63.3MiB allocated
Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
053257
167257
273257
376257
477257
Stop Event
saturated
Calls
Call 1
Inputs
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
(if (<=.f64 y #s(literal -2399999999999999984389279249453904970617336950594983181650650785752153063424 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y)) (if (<=.f64 y #s(literal 7599999999999999740226401369534032981523724410532740988928 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))))
(if (<=.f64 y #s(literal -1099049231272839/23384026197294446691258957323460528314494920687616 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y)) (if (<=.f64 y #s(literal 4259306016766851/40564819207303340847894502572032 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))))
(if (<=.f64 x #s(literal -30999999999999998551834315483724796701704923248735850184545549776656876743555390743213447439040785049492526674331789304402705770857525355505493198578045412306878133614781036495388342122934319674556416 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)) (if (<=.f64 x #s(literal -1563471605872933/10086913586276986678343434265636765134100413253239154346994763111486904773503285916522052161250538404046496765518544896 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x)) (if (<=.f64 x #s(literal 1784852045121347/162259276829213363391578010288128 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x)))))
(if (<=.f64 z #s(literal -20499999999999999035444297728 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x)) (if (<=.f64 z #s(literal 7118155225890937/618970019642690137449562112 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
Outputs
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
(if (<=.f64 y #s(literal -2399999999999999984389279249453904970617336950594983181650650785752153063424 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y)) (if (<=.f64 y #s(literal 7599999999999999740226401369534032981523724410532740988928 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))))
(if (<=.f64 y #s(literal -1099049231272839/23384026197294446691258957323460528314494920687616 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y)) (if (<=.f64 y #s(literal 4259306016766851/40564819207303340847894502572032 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))))
(if (<=.f64 x #s(literal -30999999999999998551834315483724796701704923248735850184545549776656876743555390743213447439040785049492526674331789304402705770857525355505493198578045412306878133614781036495388342122934319674556416 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)) (if (<=.f64 x #s(literal -1563471605872933/10086913586276986678343434265636765134100413253239154346994763111486904773503285916522052161250538404046496765518544896 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x)) (if (<=.f64 x #s(literal 1784852045121347/162259276829213363391578010288128 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x)))))
(if (<=.f64 z #s(literal -20499999999999999035444297728 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x)) (if (<=.f64 z #s(literal 7118155225890937/618970019642690137449562112 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))

soundness1.3s (32.7%)

Memory
4.2MiB live, 365.5MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01132246
13881796
211161796
326691796
453251796
575731796
080171634
057498
1192442
2558442
31391442
43884442
56283442
67991442
08233415
Stop Event
done
iter limit
node limit
iter limit
node limit
Compiler

Compiled 325 to 132 computations (59.4% saved)

preprocess75.0ms (1.9%)

Memory
1.9MiB live, 206.2MiB allocated
Compiler

Compiled 546 to 136 computations (75.1% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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