
Time bar (total: 2.9s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 25% | 75% | 0% | 0% | 0% | 0 |
| 100% | 25% | 0% | 75% | 0% | 0% | 0% | 1 |
Compiled 13 to 9 computations (30.8% saved)
| 565.0ms | 8 256× | 0 | valid |
ival-mult: 165.0ms (41.5% of total)ival-add: 109.0ms (27.4% of total)ival-<=: 101.0ms (25.4% of total)ival-and: 10.0ms (2.5% of total)exact: 9.0ms (2.3% of total)ival-assert: 3.0ms (0.8% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 0 | 0 | - | 0 | - | (+.f64 x (*.f64 x x)) |
| 0 | 0 | - | 0 | - | (*.f64 x x) |
| 0 | 0 | - | 0 | - | x |
| Predicted + | Predicted - | |
|---|---|---|
| + | 0 | 0 |
| - | 0 | 256 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 0 | 0 | 0 |
| - | 0 | 0 | 256 |
| number | freq |
|---|---|
| 0 | 256 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 0 | 0 | 0 |
| - | 0 | 0 | 1 |
| 15.0ms | 512× | 0 | valid |
Compiled 27 to 13 computations (51.9% saved)
ival-mult: 4.0ms (62.1% of total)ival-add: 2.0ms (31.1% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
| 40× | sub-neg |
| 36× | distribute-lft-neg-in |
| 30× | unsub-neg |
| 28× | associate-*r* |
| 28× | cancel-sign-sub-inv |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 5 | 13 |
| 1 | 23 | 10 |
| 2 | 75 | 10 |
| 3 | 217 | 10 |
| 4 | 266 | 10 |
| 5 | 269 | 10 |
| 0 | 3 | 5 |
| 0 | 5 | 5 |
| 1 | 9 | 5 |
| 2 | 13 | 5 |
| 3 | 19 | 5 |
| 4 | 19 | 5 |
| 5 | 27 | 5 |
| 6 | 27 | 5 |
| 0 | 27 | 4 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(+.f64 x (*.f64 x x)) |
| Outputs |
|---|
(+.f64 x (*.f64 x x)) |
(fma.f64 x x x) |
Compiled 5 to 3 computations (40% saved)
Compiled 0 to 1 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (+.f64 x (*.f64 x x)) |
Compiled 5 to 3 computations (40% saved)
| 1× | egg-herbie |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 128 | (+.f64 x (*.f64 x x)) |
| 22× | lower-*.f32 |
| 20× | lower-*.f64 |
| 14× | lower-fma.f64 |
| 14× | lower-fma.f32 |
| 8× | lower-+.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 3 | 9 |
| 0 | 5 | 9 |
| 1 | 9 | 9 |
| 2 | 13 | 9 |
| 3 | 19 | 9 |
| 4 | 19 | 9 |
| 5 | 27 | 9 |
| 6 | 27 | 9 |
| 0 | 27 | 8 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(+.f64 x (*.f64 x x)) |
x |
(*.f64 x x) |
| Outputs |
|---|
(+.f64 x (*.f64 x x)) |
(fma.f64 x x x) |
x |
(*.f64 x x) |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (*.f64 x x) | |
| accuracy | 0.00390625 | (+.f64 x (*.f64 x x)) |
| 7.0ms | 256× | 0 | valid |
Compiled 11 to 5 computations (54.5% saved)
ival-mult: 2.0ms (64.3% of total)ival-add: 1.0ms (32.1% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ()) |
#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt x (taylor 0 x) (#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 x)) (taylor 0 x) (#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 x)) (taylor 0 x) (#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 x)) (taylor 0 x) (#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor inf x) (#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor inf x) (#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor inf x) (#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor -inf x) (#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor -inf x) (#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor -inf x) (#s(alt (+.f64 x (*.f64 x x)) (patch (+.f64 x (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
3 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | inf | ((+ x (* x x)) (* x x)) |
| 0.0ms | x | @ | -inf | ((+ x (* x x)) (* x x)) |
| 0.0ms | x | @ | 0 | ((+ x (* x x)) (* x x)) |
| 1× | egg-herbie |
| 5 840× | lower-*.f64 |
| 5 840× | lower-*.f32 |
| 2 934× | lower-/.f32 |
| 2 934× | lower-/.f64 |
| 2 558× | cube-prod |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 88 |
| 1 | 26 | 88 |
| 2 | 41 | 88 |
| 3 | 77 | 88 |
| 4 | 145 | 88 |
| 5 | 1089 | 88 |
| 6 | 2295 | 88 |
| 7 | 2906 | 88 |
| 8 | 3615 | 88 |
| 9 | 4538 | 88 |
| 10 | 4880 | 88 |
| 11 | 5090 | 88 |
| 12 | 5283 | 88 |
| 13 | 5479 | 88 |
| 14 | 5814 | 88 |
| 15 | 7029 | 88 |
| 16 | 7422 | 88 |
| 17 | 7525 | 88 |
| 18 | 7538 | 88 |
| 19 | 7541 | 88 |
| 20 | 7541 | 88 |
| 21 | 7675 | 88 |
| 22 | 7860 | 88 |
| 0 | 8012 | 79 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
x |
(* x (+ 1 x)) |
(* x (+ 1 x)) |
(* x (+ 1 x)) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
| Outputs |
|---|
x |
(* x (+ 1 x)) |
(fma.f64 x x x) |
(* x (+ 1 x)) |
(fma.f64 x x x) |
(* x (+ 1 x)) |
(fma.f64 x x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
| 15 970× | lower-fma.f64 |
| 15 970× | lower-fma.f32 |
| 4 318× | lower-/.f64 |
| 4 318× | lower-/.f32 |
| 3 558× | lower-*.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 3 | 8 |
| 0 | 5 | 8 |
| 1 | 23 | 8 |
| 2 | 156 | 8 |
| 3 | 1413 | 8 |
| 0 | 8309 | 7 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(+.f64 x (*.f64 x x)) |
(*.f64 x x) |
| Outputs |
|---|
(*.f64 (pow.f64 (pow.f64 (fma.f64 x x x) #s(literal -1 binary64)) #s(literal -1/2 binary64)) (pow.f64 (pow.f64 (fma.f64 x x x) #s(literal -1 binary64)) #s(literal -1/2 binary64))) |
(*.f64 (pow.f64 (/.f64 (-.f64 x (*.f64 x x)) (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 8 binary64)))) #s(literal -1 binary64)) (pow.f64 (fma.f64 x x (pow.f64 x #s(literal 4 binary64))) #s(literal -1 binary64))) |
(*.f64 (pow.f64 (/.f64 (-.f64 x (*.f64 x x)) (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64)))) #s(literal -1 binary64)) (pow.f64 (+.f64 (+.f64 (pow.f64 x #s(literal 8 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 4 binary64))) #s(literal -1 binary64))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64))) (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64)))) #s(literal -1 binary64)) (pow.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64))) #s(literal -1 binary64))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64))) (+.f64 (pow.f64 x #s(literal 18 binary64)) (pow.f64 x #s(literal 9 binary64)))) #s(literal -1 binary64)) (pow.f64 (-.f64 (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64))) (pow.f64 x #s(literal 9 binary64))) #s(literal -1 binary64))) |
(*.f64 (/.f64 (*.f64 x (-.f64 x (pow.f64 x #s(literal 3 binary64)))) (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))) (fma.f64 (+.f64 #s(literal 1 binary64) x) (pow.f64 x #s(literal 3 binary64)) (*.f64 x x))) |
(*.f64 (/.f64 (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 3 binary64))) (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 3 binary64))) #s(literal 2 binary64)))) (fma.f64 x (-.f64 x (pow.f64 x #s(literal 3 binary64))) (pow.f64 x #s(literal 3 binary64)))) |
(*.f64 (/.f64 (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 3 binary64))) (+.f64 (pow.f64 (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 3 binary64))) #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))) (fma.f64 (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 3 binary64))) (-.f64 (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 3 binary64))) (*.f64 x x)) (pow.f64 x #s(literal 4 binary64)))) |
(*.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) x) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64))) |
(*.f64 (*.f64 (+.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64))) x) (pow.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64))) |
(*.f64 (/.f64 (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 8 binary64))) (-.f64 x (*.f64 x x))) (pow.f64 (fma.f64 x x (pow.f64 x #s(literal 4 binary64))) #s(literal -1 binary64))) |
(*.f64 (/.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64))) (-.f64 x (*.f64 x x))) (pow.f64 (+.f64 (+.f64 (pow.f64 x #s(literal 8 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 4 binary64))) #s(literal -1 binary64))) |
(*.f64 (/.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64))) (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64)))) (pow.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64))) #s(literal -1 binary64))) |
(*.f64 (/.f64 (+.f64 (pow.f64 x #s(literal 18 binary64)) (pow.f64 x #s(literal 9 binary64))) (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64)))) (pow.f64 (-.f64 (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64))) (pow.f64 x #s(literal 9 binary64))) #s(literal -1 binary64))) |
(*.f64 (*.f64 x (fma.f64 x x #s(literal -1 binary64))) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64))) |
(*.f64 (*.f64 x (+.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64)))) (pow.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64))) |
(*.f64 (*.f64 (fma.f64 x (/.f64 x (-.f64 x (*.f64 x x))) (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x)))) (fma.f64 x x x)) (/.f64 #s(literal 1 binary64) (fma.f64 x (/.f64 x (-.f64 x (*.f64 x x))) (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x)))))) |
(*.f64 (-.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (-.f64 x (*.f64 x x)) #s(literal 3 binary64))) (/.f64 (pow.f64 x #s(literal 12 binary64)) (pow.f64 (-.f64 x (*.f64 x x)) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (pow.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) #s(literal 2 binary64)) (+.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x))) #s(literal 2 binary64)) (*.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x)))))))) |
(*.f64 (neg.f64 (*.f64 x (-.f64 (pow.f64 x #s(literal 3 binary64)) x))) (/.f64 #s(literal 1 binary64) (neg.f64 (-.f64 (*.f64 x x) x)))) |
(*.f64 (fma.f64 (*.f64 x x) (-.f64 x (*.f64 x x)) (*.f64 (fma.f64 #s(literal -1 binary64) x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64)))) (/.f64 #s(literal 1 binary64) (pow.f64 (-.f64 x (*.f64 x x)) #s(literal 2 binary64)))) |
(*.f64 #s(literal -1 binary64) (/.f64 #s(literal 1 binary64) (neg.f64 (pow.f64 (fma.f64 x x x) #s(literal -1 binary64))))) |
(*.f64 #s(literal -1 binary64) (neg.f64 (fma.f64 x x x))) |
(*.f64 (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 8 binary64))) (/.f64 #s(literal 1 binary64) (*.f64 (fma.f64 x x (pow.f64 x #s(literal 4 binary64))) (-.f64 x (*.f64 x x))))) |
(*.f64 (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 8 binary64))) (/.f64 #s(literal 1 binary64) (*.f64 (-.f64 x (*.f64 x x)) (fma.f64 x x (pow.f64 x #s(literal 4 binary64)))))) |
(*.f64 (*.f64 x (-.f64 (pow.f64 x #s(literal 3 binary64)) x)) (pow.f64 (-.f64 (*.f64 x x) x) #s(literal -1 binary64))) |
(*.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64))) (/.f64 #s(literal 1 binary64) (*.f64 (+.f64 (+.f64 (pow.f64 x #s(literal 8 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 4 binary64))) (-.f64 x (*.f64 x x))))) |
(*.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64))) (/.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64))) (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64)))))) |
(*.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64))) (/.f64 #s(literal 1 binary64) (*.f64 (-.f64 x (*.f64 x x)) (+.f64 (+.f64 (pow.f64 x #s(literal 8 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 4 binary64)))))) |
(*.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64))) (/.f64 #s(literal 1 binary64) (*.f64 (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64))) (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))))) |
(*.f64 (pow.f64 (-.f64 x (*.f64 x x)) #s(literal -1 binary64)) (*.f64 x (-.f64 x (pow.f64 x #s(literal 3 binary64))))) |
(*.f64 (pow.f64 (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64))) #s(literal -1 binary64)) (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 3 binary64)))) |
(*.f64 (+.f64 (pow.f64 x #s(literal 18 binary64)) (pow.f64 x #s(literal 9 binary64))) (/.f64 #s(literal 1 binary64) (*.f64 (-.f64 (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64))) (pow.f64 x #s(literal 9 binary64))) (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64)))))) |
(*.f64 (+.f64 (pow.f64 x #s(literal 18 binary64)) (pow.f64 x #s(literal 9 binary64))) (/.f64 #s(literal 1 binary64) (*.f64 (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64))) (-.f64 (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64))) (pow.f64 x #s(literal 9 binary64)))))) |
(*.f64 (fma.f64 (neg.f64 x) x (pow.f64 x #s(literal 4 binary64))) (/.f64 #s(literal -1 binary64) (-.f64 x (*.f64 x x)))) |
(*.f64 (neg.f64 (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 3 binary64)))) (/.f64 #s(literal -1 binary64) (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64))))) |
(*.f64 (+.f64 #s(literal 1 binary64) x) x) |
(*.f64 #s(literal 1 binary64) (fma.f64 x x x)) |
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(-.f64 (/.f64 #s(literal 0 binary64) (fma.f64 #s(literal -1 binary64) x (*.f64 x x))) (neg.f64 (fma.f64 x x x))) |
(-.f64 (/.f64 #s(literal 0 binary64) (neg.f64 (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64))))) (neg.f64 (fma.f64 x x x))) |
(-.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (fma.f64 x x (pow.f64 x #s(literal 4 binary64)))) (-.f64 x (*.f64 x x))) (/.f64 (/.f64 (pow.f64 x #s(literal 8 binary64)) (fma.f64 x x (pow.f64 x #s(literal 4 binary64)))) (-.f64 x (*.f64 x x)))) |
(-.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (+.f64 (+.f64 (pow.f64 x #s(literal 8 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 4 binary64)))) (-.f64 x (*.f64 x x))) (/.f64 (/.f64 (pow.f64 x #s(literal 12 binary64)) (+.f64 (+.f64 (pow.f64 x #s(literal 8 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 4 binary64)))) (-.f64 x (*.f64 x x)))) |
(-.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))) (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64)))) (/.f64 (/.f64 (pow.f64 x #s(literal 12 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))) (fma.f64 x (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64))))) |
(-.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) x)) (/.f64 (*.f64 x x) (-.f64 (*.f64 x x) x))) |
(-.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x)))) |
(-.f64 #s(literal 0 binary64) (neg.f64 (fma.f64 x x x))) |
(-.f64 x (*.f64 (neg.f64 x) x)) |
(exp.f64 (*.f64 (log.f64 (pow.f64 (fma.f64 x x x) #s(literal -1 binary64))) #s(literal -1 binary64))) |
(+.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) x)) (neg.f64 (/.f64 (*.f64 x x) (-.f64 (*.f64 x x) x)))) |
(+.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (*.f64 (neg.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64))))) (fma.f64 (+.f64 #s(literal 1 binary64) x) (pow.f64 x #s(literal 3 binary64)) (*.f64 x x)))) |
(+.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (*.f64 (neg.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (*.f64 x (-.f64 x (pow.f64 x #s(literal 3 binary64)))))) (fma.f64 x x x))) |
(+.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (*.f64 (neg.f64 (pow.f64 x #s(literal 4 binary64))) (pow.f64 (-.f64 x (*.f64 x x)) #s(literal -1 binary64)))) |
(+.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (*.f64 (neg.f64 (pow.f64 x #s(literal 3 binary64))) (/.f64 x (-.f64 x (*.f64 x x))))) |
(+.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (*.f64 (*.f64 (neg.f64 x) x) (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))))) |
(+.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (*.f64 (neg.f64 x) (/.f64 (pow.f64 x #s(literal 3 binary64)) (-.f64 x (*.f64 x x))))) |
(+.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (neg.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x))))) |
(+.f64 (*.f64 x x) x) |
(+.f64 x (*.f64 (neg.f64 (neg.f64 x)) x)) |
(+.f64 x (*.f64 (neg.f64 x) (neg.f64 x))) |
(+.f64 x (*.f64 x x)) |
(*.f64 #s(literal -1 binary64) (*.f64 (neg.f64 x) x)) |
(*.f64 #s(literal 1 binary64) (*.f64 x x)) |
(*.f64 (*.f64 x x) #s(literal 1 binary64)) |
(*.f64 x x) |
(pow.f64 (exp.f64 #s(literal 2 binary64)) (log.f64 x)) |
(pow.f64 (*.f64 x x) #s(literal 1 binary64)) |
(pow.f64 x #s(literal 2 binary64)) |
(neg.f64 (*.f64 (neg.f64 x) x)) |
(-.f64 #s(literal 0 binary64) (*.f64 (neg.f64 x) x)) |
(exp.f64 (*.f64 (*.f64 (log.f64 x) #s(literal 2 binary64)) #s(literal 1 binary64))) |
(exp.f64 (*.f64 (log.f64 x) #s(literal 2 binary64))) |
Compiled 5 596 to 541 computations (90.3% saved)
2 alts after pruning (2 fresh and 0 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 247 | 2 | 249 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 0 | 1 |
| Done | 0 | 0 | 0 |
| Total | 248 | 2 | 250 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (fma.f64 x x x) |
| ▶ | 7.0% | #s(approx (+ x (* x x)) (*.f64 x x)) |
Compiled 8 to 5 computations (37.5% saved)
| 1× | egg-herbie |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (fma.f64 x x x) | |
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | #s(approx (+ x (* x x)) (*.f64 x x)) |
| 22× | lower-*.f32 |
| 20× | lower-*.f64 |
| 14× | lower-fma.f32 |
| 12× | lower-fma.f64 |
| 8× | lower-+.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 18 |
| 0 | 8 | 17 |
| 1 | 11 | 17 |
| 2 | 15 | 17 |
| 3 | 21 | 17 |
| 4 | 21 | 17 |
| 5 | 29 | 17 |
| 6 | 29 | 17 |
| 0 | 29 | 17 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ x (* x x)) (*.f64 x x)) |
(*.f64 x x) |
x |
(fma.f64 x x x) |
x |
| Outputs |
|---|
#s(approx (+ x (* x x)) (*.f64 x x)) |
(*.f64 x x) |
x |
(fma.f64 x x x) |
x |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (fma.f64 x x x) | |
| accuracy | 0 | (*.f64 x x) | |
| accuracy | 59.49358342422293 | #s(approx (+ x (* x x)) (*.f64 x x)) |
| 35.0ms | 256× | 0 | valid |
Compiled 17 to 6 computations (64.7% saved)
ival-add: 28.0ms (93.3% of total)ival-mult: 2.0ms (6.7% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ()) |
#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ()) |
#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt x (taylor 0 x) (#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 x)) (taylor 0 x) (#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 x)) (taylor 0 x) (#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 x)) (taylor 0 x) (#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt x (taylor 0 x) (#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 x)) (taylor 0 x) (#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 x)) (taylor 0 x) (#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 x)) (taylor 0 x) (#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor inf x) (#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor inf x) (#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor inf x) (#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor inf x) (#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor inf x) (#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor inf x) (#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor -inf x) (#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor -inf x) (#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor -inf x) (#s(alt #s(approx (+ x (* x x)) (*.f64 x x)) (patch #s(approx (+ x (* x x)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor -inf x) (#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor -inf x) (#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (/ 1 x))) (taylor -inf x) (#s(alt (fma.f64 x x x) (patch (fma.f64 x x x) #<representation binary64>) () ())) ()) |
3 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | x | @ | inf | ((+ x (* x x)) (* x x) (+ (* x x) x)) |
| 0.0ms | x | @ | -inf | ((+ x (* x x)) (* x x) (+ (* x x) x)) |
| 0.0ms | x | @ | 0 | ((+ x (* x x)) (* x x) (+ (* x x) x)) |
| 1× | egg-herbie |
| 5 840× | lower-*.f64 |
| 5 840× | lower-*.f32 |
| 2 934× | lower-/.f32 |
| 2 934× | lower-/.f64 |
| 2 558× | cube-prod |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 140 |
| 1 | 26 | 140 |
| 2 | 41 | 140 |
| 3 | 77 | 140 |
| 4 | 145 | 140 |
| 5 | 1089 | 140 |
| 6 | 2295 | 140 |
| 7 | 2906 | 140 |
| 8 | 3615 | 140 |
| 9 | 4538 | 140 |
| 10 | 4880 | 140 |
| 11 | 5090 | 140 |
| 12 | 5283 | 140 |
| 13 | 5479 | 140 |
| 14 | 5814 | 140 |
| 15 | 7029 | 140 |
| 16 | 7422 | 140 |
| 17 | 7525 | 140 |
| 18 | 7538 | 140 |
| 19 | 7541 | 140 |
| 20 | 7541 | 140 |
| 21 | 7675 | 140 |
| 22 | 7860 | 140 |
| 0 | 8012 | 122 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
x |
(* x (+ 1 x)) |
(* x (+ 1 x)) |
(* x (+ 1 x)) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
x |
(* x (+ 1 x)) |
(* x (+ 1 x)) |
(* x (+ 1 x)) |
(pow x 2) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(pow x 2) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(* (pow x 2) (+ 1 (/ 1 x))) |
| Outputs |
|---|
x |
(* x (+ 1 x)) |
(fma.f64 x x x) |
(* x (+ 1 x)) |
(fma.f64 x x x) |
(* x (+ 1 x)) |
(fma.f64 x x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
x |
(* x (+ 1 x)) |
(fma.f64 x x x) |
(* x (+ 1 x)) |
(fma.f64 x x x) |
(* x (+ 1 x)) |
(fma.f64 x x x) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
(* (pow x 2) (+ 1 (/ 1 x))) |
(fma.f64 x x x) |
| 8 738× | lower-fma.f32 |
| 8 736× | lower-fma.f64 |
| 4 292× | lower-/.f64 |
| 4 292× | lower-/.f32 |
| 3 280× | lower-*.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 16 |
| 0 | 8 | 15 |
| 1 | 33 | 15 |
| 2 | 231 | 15 |
| 3 | 2482 | 15 |
| 0 | 8440 | 15 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ x (* x x)) (*.f64 x x)) |
(*.f64 x x) |
(fma.f64 x x x) |
| Outputs |
|---|
#s(approx (+ x (* x x)) (*.f64 x x)) |
(*.f64 (neg.f64 x) (neg.f64 x)) |
(*.f64 #s(literal 1 binary64) (*.f64 x x)) |
(*.f64 (*.f64 x x) #s(literal 1 binary64)) |
(*.f64 x x) |
(pow.f64 (exp.f64 #s(literal 2 binary64)) (log.f64 x)) |
(pow.f64 (neg.f64 x) #s(literal 2 binary64)) |
(pow.f64 (*.f64 x x) #s(literal 1 binary64)) |
(pow.f64 x #s(literal 2 binary64)) |
(exp.f64 (*.f64 (*.f64 (log.f64 x) #s(literal 2 binary64)) #s(literal 1 binary64))) |
(exp.f64 (*.f64 (log.f64 x) #s(literal 2 binary64))) |
(*.f64 (pow.f64 (/.f64 (-.f64 x (*.f64 x x)) (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 8 binary64)))) #s(literal -1 binary64)) (pow.f64 (fma.f64 x x (pow.f64 x #s(literal 4 binary64))) #s(literal -1 binary64))) |
(*.f64 (pow.f64 (/.f64 (-.f64 x (*.f64 x x)) (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64)))) #s(literal -1 binary64)) (pow.f64 (+.f64 (+.f64 (pow.f64 x #s(literal 8 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 4 binary64))) #s(literal -1 binary64))) |
(*.f64 (pow.f64 (/.f64 (-.f64 (*.f64 x x) x) (-.f64 (pow.f64 x #s(literal 8 binary64)) (pow.f64 x #s(literal 4 binary64)))) #s(literal -1 binary64)) (pow.f64 (fma.f64 x x (pow.f64 x #s(literal 4 binary64))) #s(literal -1 binary64))) |
(*.f64 (pow.f64 (/.f64 (-.f64 (*.f64 x x) x) (-.f64 (pow.f64 x #s(literal 12 binary64)) (pow.f64 x #s(literal 6 binary64)))) #s(literal -1 binary64)) (pow.f64 (fma.f64 (fma.f64 x x #s(literal 1 binary64)) (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 8 binary64))) #s(literal -1 binary64))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64))) (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64)))) #s(literal -1 binary64)) (pow.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64))) #s(literal -1 binary64))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64))) (-.f64 (pow.f64 x #s(literal 12 binary64)) (pow.f64 x #s(literal 6 binary64)))) #s(literal -1 binary64)) (pow.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 3 binary64))) #s(literal -1 binary64))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64))) (+.f64 (pow.f64 x #s(literal 9 binary64)) (pow.f64 x #s(literal 18 binary64)))) #s(literal -1 binary64)) (pow.f64 (-.f64 (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 12 binary64))) (pow.f64 x #s(literal 9 binary64))) #s(literal -1 binary64))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64))) (+.f64 (pow.f64 x #s(literal 9 binary64)) (pow.f64 x #s(literal 18 binary64)))) #s(literal -1 binary64)) (pow.f64 (-.f64 (+.f64 (pow.f64 x #s(literal 12 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 9 binary64))) #s(literal -1 binary64))) |
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(fma.f64 (pow.f64 x #s(literal 3 binary64)) (/.f64 x (-.f64 (*.f64 x x) x)) (neg.f64 (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x))))) |
(fma.f64 (*.f64 x x) (pow.f64 (-.f64 x (*.f64 x x)) #s(literal -1 binary64)) (neg.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x))))) |
(fma.f64 (*.f64 x x) (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x))) (neg.f64 (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x))))) |
(fma.f64 (*.f64 x x) #s(literal 1 binary64) x) |
(fma.f64 x (/.f64 (pow.f64 x #s(literal 3 binary64)) (-.f64 (*.f64 x x) x)) (neg.f64 (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x))))) |
(fma.f64 x (/.f64 x (-.f64 x (*.f64 x x))) (neg.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x))))) |
(fma.f64 x #s(literal 1 binary64) (*.f64 x x)) |
(fma.f64 x x x) |
(-.f64 (/.f64 (pow.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) #s(literal 2 binary64)) (fma.f64 x (/.f64 x (-.f64 x (*.f64 x x))) (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x))))) (/.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x))) #s(literal 2 binary64)) (fma.f64 x (/.f64 x (-.f64 x (*.f64 x x))) (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x)))))) |
(-.f64 (/.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) x)) #s(literal 2 binary64)) (+.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) x)) (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x))))) (/.f64 (pow.f64 (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x))) #s(literal 2 binary64)) (+.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) x)) (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x)))))) |
(-.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (-.f64 x (*.f64 x x)) #s(literal 3 binary64))) (+.f64 (pow.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) #s(literal 2 binary64)) (+.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x))) #s(literal 2 binary64)) (*.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x))))))) (/.f64 (/.f64 (pow.f64 x #s(literal 12 binary64)) (pow.f64 (-.f64 x (*.f64 x x)) #s(literal 3 binary64))) (+.f64 (pow.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) #s(literal 2 binary64)) (+.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x))) #s(literal 2 binary64)) (*.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x)))))))) |
(-.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 12 binary64)) (pow.f64 (-.f64 (*.f64 x x) x) #s(literal 3 binary64))) (+.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) x)) #s(literal 2 binary64)) (+.f64 (pow.f64 (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x))) #s(literal 2 binary64)) (*.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) x)) (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x))))))) (/.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (-.f64 (*.f64 x x) x) #s(literal 3 binary64))) (+.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) x)) #s(literal 2 binary64)) (+.f64 (pow.f64 (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x))) #s(literal 2 binary64)) (*.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) x)) (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x)))))))) |
(-.f64 (/.f64 (*.f64 (*.f64 x x) (-.f64 x (*.f64 x x))) (pow.f64 (-.f64 x (*.f64 x x)) #s(literal 2 binary64))) (/.f64 (*.f64 (-.f64 x (*.f64 x x)) (pow.f64 x #s(literal 4 binary64))) (pow.f64 (-.f64 x (*.f64 x x)) #s(literal 2 binary64)))) |
(-.f64 (/.f64 (*.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) x)) (pow.f64 (-.f64 (*.f64 x x) x) #s(literal 2 binary64))) (/.f64 (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 3 binary64))) (pow.f64 (-.f64 (*.f64 x x) x) #s(literal 2 binary64)))) |
(-.f64 (/.f64 (pow.f64 x #s(literal 8 binary64)) (*.f64 (-.f64 (*.f64 x x) x) (fma.f64 x x (pow.f64 x #s(literal 4 binary64))))) (/.f64 (pow.f64 x #s(literal 4 binary64)) (*.f64 (-.f64 (*.f64 x x) x) (fma.f64 x x (pow.f64 x #s(literal 4 binary64)))))) |
(-.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (*.f64 (-.f64 x (*.f64 x x)) (fma.f64 x x (pow.f64 x #s(literal 4 binary64))))) (/.f64 (pow.f64 x #s(literal 8 binary64)) (*.f64 (-.f64 x (*.f64 x x)) (fma.f64 x x (pow.f64 x #s(literal 4 binary64)))))) |
(-.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (*.f64 (-.f64 x (*.f64 x x)) (+.f64 (+.f64 (pow.f64 x #s(literal 8 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 4 binary64))))) (/.f64 (pow.f64 x #s(literal 12 binary64)) (*.f64 (-.f64 x (*.f64 x x)) (+.f64 (+.f64 (pow.f64 x #s(literal 8 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 4 binary64)))))) |
(-.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (*.f64 (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64))) (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64))))) (/.f64 (pow.f64 x #s(literal 12 binary64)) (*.f64 (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64))) (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))))) |
(-.f64 (/.f64 (pow.f64 x #s(literal 12 binary64)) (*.f64 (-.f64 (*.f64 x x) x) (fma.f64 (fma.f64 x x #s(literal 1 binary64)) (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 8 binary64))))) (/.f64 (pow.f64 x #s(literal 6 binary64)) (*.f64 (-.f64 (*.f64 x x) x) (fma.f64 (fma.f64 x x #s(literal 1 binary64)) (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 8 binary64)))))) |
(-.f64 (/.f64 (pow.f64 x #s(literal 12 binary64)) (*.f64 (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64))) (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 3 binary64))))) (/.f64 (pow.f64 x #s(literal 6 binary64)) (*.f64 (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64))) (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 3 binary64)))))) |
(-.f64 (/.f64 #s(literal 0 binary64) (neg.f64 (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64))))) (/.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64))) (neg.f64 (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64)))))) |
(-.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (fma.f64 x x (pow.f64 x #s(literal 4 binary64)))) (-.f64 x (*.f64 x x))) (/.f64 (/.f64 (pow.f64 x #s(literal 8 binary64)) (fma.f64 x x (pow.f64 x #s(literal 4 binary64)))) (-.f64 x (*.f64 x x)))) |
(-.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (+.f64 (+.f64 (pow.f64 x #s(literal 8 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 4 binary64)))) (-.f64 x (*.f64 x x))) (/.f64 (/.f64 (pow.f64 x #s(literal 12 binary64)) (+.f64 (+.f64 (pow.f64 x #s(literal 8 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 4 binary64)))) (-.f64 x (*.f64 x x)))) |
(-.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 12 binary64)) (fma.f64 (fma.f64 x x #s(literal 1 binary64)) (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 8 binary64)))) (-.f64 (*.f64 x x) x)) (/.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (fma.f64 (fma.f64 x x #s(literal 1 binary64)) (pow.f64 x #s(literal 4 binary64)) (pow.f64 x #s(literal 8 binary64)))) (-.f64 (*.f64 x x) x))) |
(-.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 8 binary64)) (fma.f64 x x (pow.f64 x #s(literal 4 binary64)))) (-.f64 (*.f64 x x) x)) (/.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (fma.f64 x x (pow.f64 x #s(literal 4 binary64)))) (-.f64 (*.f64 x x) x))) |
(-.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))) (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64)))) (/.f64 (/.f64 (pow.f64 x #s(literal 12 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))) (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64))))) |
(-.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 12 binary64)) (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64)))) (/.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 (-.f64 x (*.f64 x x)) x (pow.f64 x #s(literal 4 binary64))))) |
(-.f64 (/.f64 #s(literal 0 binary64) (neg.f64 (-.f64 (*.f64 x x) x))) (/.f64 (*.f64 x (-.f64 (pow.f64 x #s(literal 3 binary64)) x)) (neg.f64 (-.f64 (*.f64 x x) x)))) |
(-.f64 (/.f64 #s(literal 0 binary64) (neg.f64 (-.f64 x (*.f64 x x)))) (/.f64 (*.f64 x (-.f64 x (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (-.f64 x (*.f64 x x))))) |
(-.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x)))) |
(-.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) x)) (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x)))) |
(exp.f64 (*.f64 (log.f64 (pow.f64 (fma.f64 x x x) #s(literal -1 binary64))) #s(literal -1 binary64))) |
(+.f64 (*.f64 x (/.f64 x (-.f64 x (*.f64 x x)))) (neg.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 x (*.f64 x x))))) |
(+.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) x)) (neg.f64 (*.f64 x (/.f64 x (-.f64 (*.f64 x x) x))))) |
(+.f64 (*.f64 x x) x) |
(+.f64 x (*.f64 x x)) |
Compiled 5 618 to 644 computations (88.5% saved)
2 alts after pruning (0 fresh and 2 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 243 | 0 | 243 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 2 | 2 |
| Done | 0 | 0 | 0 |
| Total | 243 | 2 | 245 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (fma.f64 x x x) |
| ✓ | 7.0% | #s(approx (+ x (* x x)) (*.f64 x x)) |
Compiled 21 to 10 computations (52.4% saved)
| Inputs |
|---|
#s(approx (+ x (* x x)) (*.f64 x x)) |
(fma.f64 x x x) |
(+.f64 x (*.f64 x x)) |
| Outputs |
|---|
(fma.f64 x x x) |
2 calls:
| 2.0ms | (+.f64 x (*.f64 x x)) |
| 2.0ms | x |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | (+.f64 x (*.f64 x x)) |
Compiled 6 to 4 computations (33.3% saved)
Total 0.0b remaining (0%)
Threshold costs 0b (0%)
| Inputs |
|---|
#s(approx (+ x (* x x)) (*.f64 x x)) |
| Outputs |
|---|
#s(approx (+ x (* x x)) (*.f64 x x)) |
2 calls:
| 1.0ms | (+.f64 x (*.f64 x x)) |
| 1.0ms | x |
| Accuracy | Segments | Branch |
|---|---|---|
| 7.0% | 1 | x |
| 7.0% | 1 | (+.f64 x (*.f64 x x)) |
Compiled 6 to 4 computations (33.3% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 13 |
| 1× | saturated |
| Inputs |
|---|
(fma.f64 x x x) |
#s(approx (+ x (* x x)) (*.f64 x x)) |
| Outputs |
|---|
(fma.f64 x x x) |
#s(approx (+ x (* x x)) (*.f64 x x)) |
| 15 970× | lower-fma.f64 |
| 15 970× | lower-fma.f32 |
| 5 840× | lower-*.f64 |
| 5 840× | lower-*.f32 |
| 4 318× | lower-/.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 88 |
| 1 | 26 | 88 |
| 2 | 41 | 88 |
| 3 | 77 | 88 |
| 4 | 145 | 88 |
| 5 | 1089 | 88 |
| 6 | 2295 | 88 |
| 7 | 2906 | 88 |
| 8 | 3615 | 88 |
| 9 | 4538 | 88 |
| 10 | 4880 | 88 |
| 11 | 5090 | 88 |
| 12 | 5283 | 88 |
| 13 | 5479 | 88 |
| 14 | 5814 | 88 |
| 15 | 7029 | 88 |
| 16 | 7422 | 88 |
| 17 | 7525 | 88 |
| 18 | 7538 | 88 |
| 19 | 7541 | 88 |
| 20 | 7541 | 88 |
| 21 | 7675 | 88 |
| 22 | 7860 | 88 |
| 0 | 8012 | 79 |
| 0 | 3 | 8 |
| 0 | 5 | 8 |
| 1 | 23 | 8 |
| 2 | 156 | 8 |
| 3 | 1413 | 8 |
| 0 | 8309 | 7 |
| 1× | done |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
Compiled 20 to 10 computations (50% saved)
Compiled 36 to 22 computations (38.9% saved)
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