explain1.8s (75.9%)

Memory

11.0MiB live, 1 380.1MiB allocated

FPErrors

Click to see full error table

Ground Truth	Overpredictions	Example	Underpredictions	Example	Subexpression
95	12	(-0.01933051273226738 2.800429736496648e-37 -0.003276692470535636 -1.685860895328517e-10 2.991868269595713e-17)	13	(-9.291687818291067e-40 1.233057963866786e-14 2.1149783770976543e-15 6.444898746958416e-18 3.7779919167049703e-13)	(/.f32 (*.f32 cosTheta_i cosTheta_O) v)
94	10	(-2.5210448363489304e-23 4.065297903527817e-17 -4.473848920751481e-32 -2.1777250935883785e-7 1.2208741231703441e-18)	18	(1.2282818517043813e-26 2.684606382411924e-14 4.713658306856666e-15 1.7248977672071032e-35 2.2067679239512472e-8)	(/.f32 (*.f32 sinTheta_i sinTheta_O) v)
2	0	-	2	(-1.1472254895193712e-14 -9.770224096428137e-7 -2.0761093765031546e-5 -0.025362610816955566 0.017909284681081772)	(exp.f32 (+.f32 (+.f32 (-.f32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (/.f32 #s(literal 1 binary32) v)) #s(literal 6931/10000 binary32)) (log.f32 (/.f32 #s(literal 1 binary32) (*.f32 #s(literal 2 binary32) v)))))
0	0	-	0	-	(/.f32 #s(literal 1 binary32) v)
0	2	(-2.8634949670472812e-18 -2.1463687716050117e-8 -9.663641400035682e-17 -2.6275198287290857e-19 4.266939810884425e-39)	0	-	(/.f32 #s(literal 1 binary32) (*.f32 #s(literal 2 binary32) v))
0	0	-	0	-	#s(literal 2 binary32)
0	0	-	0	-	(+.f32 (+.f32 (-.f32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (/.f32 #s(literal 1 binary32) v)) #s(literal 6931/10000 binary32)) (log.f32 (/.f32 #s(literal 1 binary32) (*.f32 #s(literal 2 binary32) v))))
0	0	-	0	-	sinTheta_i
0	0	-	0	-	v
0	0	-	0	-	cosTheta_i
0	0	-	0	-	(+.f32 (-.f32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (/.f32 #s(literal 1 binary32) v)) #s(literal 6931/10000 binary32))
0	0	-	0	-	sinTheta_O
0	0	-	0	-	(*.f32 #s(literal 2 binary32) v)
0	0	-	0	-	(*.f32 sinTheta_i sinTheta_O)
0	0	-	0	-	(log.f32 (/.f32 #s(literal 1 binary32) (*.f32 #s(literal 2 binary32) v)))
0	0	-	0	-	#s(literal 1 binary32)
0	0	-	0	-	(*.f32 cosTheta_i cosTheta_O)
0	0	-	0	-	#s(literal 6931/10000 binary32)
0	0	-	0	-	(-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v))
0	0	-	0	-	(-.f32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (/.f32 #s(literal 1 binary32) v))
0	0	-	0	-	cosTheta_O

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
/.f32	(/.f32 (*.f32 cosTheta_i cosTheta_O) v)	u/n	22	0
↳	(*.f32 cosTheta_i cosTheta_O)	underflow	130
/.f32	(/.f32 (*.f32 sinTheta_i sinTheta_O) v)	u/n	14	0
↳	(*.f32 sinTheta_i sinTheta_O)	underflow	130
/.f32	(/.f32 #s(literal 1 binary32) (*.f32 #s(literal 2 binary32) v))	n/u	2	0
↳	(*.f32 #s(literal 2 binary32) v)	underflow	2

Confusion

	Predicted +	Predicted -
+	0	4
-	38	214

Precision

0.0

Recall

0.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	4	0
-	38	4	210

Precision?

0.08695652173913043

Recall?

1.0

2:

4:

8:

16:

32:

64:

128:

256:

512:

1024:

2048:

Freqs

test

number	freq
0	218
1	38

Total Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	1	0	0
-	0	0	0

Precision?

1.0

Recall?

1.0

Total Time

13.33740234375

Average Time

0.05209922790527344

Samples

394.0ms

3 072×

0

valid

Compiler

Compiled 5 112 to 1 032 computations (79.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 273.0ms

ival-div: 76.0ms (27.9% of total)

ival-mult: 51.0ms (18.7% of total)

const: 39.0ms (14.3% of total)

ival-log: 32.0ms (11.7% of total)

ival-add: 25.0ms (9.2% of total)

ival-sub: 23.0ms (8.4% of total)

ival-exp: 21.0ms (7.7% of total)

exact: 3.0ms (1.1% of total)

ival-true: 2.0ms (0.7% of total)

ival-assert: 1.0ms (0.4% of total)