a parameter of renormalized beta distribution

Time bar (total: 1.9s)

analyze0.0ms (0%)

Algorithm
1×search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%12.5%87.5%0%0%0%0
100%12.5%0%87.5%0%0%0%1
Compiler

Compiled 24 to 15 computations (37.5% saved)

Precisions
Click to see histograms. Total time spent on operations: 0.0ms
ival-div: 0.0ms (0% of total)
ival-sub: 0.0ms (0% of total)
ival-and: 0.0ms (0% of total)
ival-mult: 0.0ms (0% of total)
const: 0.0ms (0% of total)
ival-<: 0.0ms (0% of total)

sample1.3s (71.7%)

Results
1.1s8256×256valid
Precisions
Click to see histograms. Total time spent on operations: 856.0ms
ival-<: 516.0ms (60.3% of total)
ival-mult: 124.0ms (14.5% of total)
ival-sub: 110.0ms (12.8% of total)
ival-div: 77.0ms (9% of total)
ival-and: 17.0ms (2% of total)
const: 12.0ms (1.4% of total)
Bogosity

preprocess418.0ms (22.3%)

Algorithm
1×egg-herbie
Rules
2395×fma-define
608×div-sub
525×fma-neg
375×sub-neg
318×unsub-neg
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
031341
180297
2218289
3810273
43188273
54841273
65769273
76355273
86715273
96860273
107003273
117155273
127351273
137435273
147435273
157491273
167529273
Stop Event
1×node limit
Calls
Call 1
Inputs
(*.f64 (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) v) #s(literal 1 binary64)) m)
(*.f64 (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) v) #s(literal 1 binary64)) m)
(*.f64 (-.f64 (/.f64 (*.f64 (neg.f64 m) (-.f64 #s(literal 1 binary64) (neg.f64 m))) v) #s(literal 1 binary64)) (neg.f64 m))
(*.f64 (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) (neg.f64 v)) #s(literal 1 binary64)) m)
(neg.f64 (*.f64 (-.f64 (/.f64 (*.f64 (neg.f64 m) (-.f64 #s(literal 1 binary64) (neg.f64 m))) v) #s(literal 1 binary64)) (neg.f64 m)))
(neg.f64 (*.f64 (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) (neg.f64 v)) #s(literal 1 binary64)) m))
(*.f64 (-.f64 (/.f64 (*.f64 v (-.f64 #s(literal 1 binary64) v)) m) #s(literal 1 binary64)) v)
Outputs
(*.f64 (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) v) #s(literal 1 binary64)) m)
(*.f64 m (+.f64 (*.f64 m (/.f64 (-.f64 #s(literal 1 binary64) m) v)) #s(literal -1 binary64)))
(*.f64 m (fma.f64 m (/.f64 (-.f64 #s(literal 1 binary64) m) v) #s(literal -1 binary64)))
(*.f64 m (fma.f64 (-.f64 #s(literal 1 binary64) m) (/.f64 m v) #s(literal -1 binary64)))
(*.f64 (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) v) #s(literal 1 binary64)) m)
(*.f64 m (+.f64 (*.f64 m (/.f64 (-.f64 #s(literal 1 binary64) m) v)) #s(literal -1 binary64)))
(*.f64 m (fma.f64 m (/.f64 (-.f64 #s(literal 1 binary64) m) v) #s(literal -1 binary64)))
(*.f64 m (fma.f64 (-.f64 #s(literal 1 binary64) m) (/.f64 m v) #s(literal -1 binary64)))
(*.f64 (-.f64 (/.f64 (*.f64 (neg.f64 m) (-.f64 #s(literal 1 binary64) (neg.f64 m))) v) #s(literal 1 binary64)) (neg.f64 m))
(*.f64 (neg.f64 m) (+.f64 (*.f64 (neg.f64 m) (/.f64 (-.f64 #s(literal 1 binary64) (neg.f64 m)) v)) #s(literal -1 binary64)))
(*.f64 (neg.f64 m) (fma.f64 (neg.f64 m) (/.f64 (+.f64 m #s(literal 1 binary64)) v) #s(literal -1 binary64)))
(*.f64 m (+.f64 #s(literal 1 binary64) (*.f64 m (/.f64 (+.f64 m #s(literal 1 binary64)) v))))
(*.f64 m (fma.f64 m (/.f64 (+.f64 m #s(literal 1 binary64)) v) #s(literal 1 binary64)))
(*.f64 (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) (neg.f64 v)) #s(literal 1 binary64)) m)
(*.f64 m (+.f64 (*.f64 m (/.f64 (-.f64 #s(literal 1 binary64) m) (neg.f64 v))) #s(literal -1 binary64)))
(*.f64 m (fma.f64 m (/.f64 (-.f64 #s(literal 1 binary64) m) (neg.f64 v)) #s(literal -1 binary64)))
(*.f64 m (fma.f64 (-.f64 #s(literal 1 binary64) m) (/.f64 m (neg.f64 v)) #s(literal -1 binary64)))
(*.f64 m (fma.f64 (/.f64 m v) (+.f64 m #s(literal -1 binary64)) #s(literal -1 binary64)))
(neg.f64 (*.f64 (-.f64 (/.f64 (*.f64 (neg.f64 m) (-.f64 #s(literal 1 binary64) (neg.f64 m))) v) #s(literal 1 binary64)) (neg.f64 m)))
(*.f64 (+.f64 (*.f64 (neg.f64 m) (/.f64 (-.f64 #s(literal 1 binary64) (neg.f64 m)) v)) #s(literal -1 binary64)) (neg.f64 (neg.f64 m)))
(*.f64 m (fma.f64 (neg.f64 m) (/.f64 (+.f64 m #s(literal 1 binary64)) v) #s(literal -1 binary64)))
(*.f64 m (-.f64 #s(literal -1 binary64) (*.f64 m (/.f64 (+.f64 m #s(literal 1 binary64)) v))))
(*.f64 m (fma.f64 (-.f64 #s(literal -1 binary64) m) (/.f64 m v) #s(literal -1 binary64)))
(*.f64 m (fma.f64 (/.f64 m v) (-.f64 #s(literal -1 binary64) m) #s(literal -1 binary64)))
(neg.f64 (*.f64 (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) (neg.f64 v)) #s(literal 1 binary64)) m))
(*.f64 (+.f64 (*.f64 m (/.f64 (-.f64 #s(literal 1 binary64) m) (neg.f64 v))) #s(literal -1 binary64)) (neg.f64 m))
(*.f64 (neg.f64 m) (fma.f64 m (/.f64 (-.f64 #s(literal 1 binary64) m) (neg.f64 v)) #s(literal -1 binary64)))
(*.f64 m (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 #s(literal 1 binary64) m) (/.f64 m v))))
(*.f64 m (fma.f64 (-.f64 #s(literal 1 binary64) m) (/.f64 m v) #s(literal 1 binary64)))
(*.f64 (-.f64 (/.f64 (*.f64 v (-.f64 #s(literal 1 binary64) v)) m) #s(literal 1 binary64)) v)
(*.f64 v (+.f64 (*.f64 v (/.f64 (-.f64 #s(literal 1 binary64) v) m)) #s(literal -1 binary64)))
(*.f64 v (fma.f64 v (/.f64 (-.f64 #s(literal 1 binary64) v) m) #s(literal -1 binary64)))

explain76.0ms (4.1%)

FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
00-0-(*.f64 m (-.f64 #s(literal 1 binary64) m))
00-0-m
00-0-#s(literal 1 binary64)
00-0-(*.f64 (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) v) #s(literal 1 binary64)) m)
00-0-(-.f64 #s(literal 1 binary64) m)
00-0-(/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) v)
00-0-v
00-0-(-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) v) #s(literal 1 binary64))
Results
44.0ms512×256valid
Compiler

Compiled 95 to 26 computations (72.6% saved)

Precisions
Click to see histograms. Total time spent on operations: 22.0ms
ival-mult: 9.0ms (40.7% of total)
ival-div: 6.0ms (27.1% of total)
ival-sub: 6.0ms (27.1% of total)
const: 1.0ms (4.5% of total)

eval0.0ms (0%)

Compiler

Compiled 2 to 2 computations (0% saved)

prune1.0ms (0%)

Alt Table
Click to see full alt table
StatusAccuracyProgram
99.9%
(*.f64 (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) v) #s(literal 1 binary64)) m)
Compiler

Compiled 26 to 16 computations (38.5% saved)

simplify3.0ms (0.1%)

Algorithm
1×egg-herbie
Rules
6×unsub-neg
5×neg-mul-1
4×sub-neg
4×*-commutative
4×+-commutative
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01343
12543
23243
33843
44643
55743
Stop Event
1×saturated
Calls
Call 1
Inputs
(*.f64 (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) v) #s(literal 1 binary64)) m)
Outputs
(*.f64 (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) v) #s(literal 1 binary64)) m)
(*.f64 m (-.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) v) #s(literal 1 binary64)))
(*.f64 m (+.f64 (/.f64 (*.f64 m (-.f64 #s(literal 1 binary64) m)) v) #s(literal -1 binary64)))

soundness0.0ms (0%)

Stop Event
1×fuel
Compiler

Compiled 13 to 9 computations (30.8% saved)

preprocess32.0ms (1.7%)

Compiler

Compiled 52 to 34 computations (34.6% saved)

end0.0ms (0%)

Profiling

Loading profile data...