Data.Histogram.Bin.LogBinD:$cbinSizeN from histogram-fill-0.8.4.1
Time bar (total: 3.3s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 0 |
| 100% | 99.9% | 0% | 0.1% | 0% | 0% | 0% | 1 |
Compiled 7 to 6 computations (14.3% saved)
| 418.0ms | 8 256× | 0 | valid |
ival-mult: 138.0ms (60.6% of total)ival-sub: 81.0ms (35.6% of total)ival-true: 6.0ms (2.6% of total)ival-assert: 3.0ms (1.3% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (-.f64 (*.f64 x y) x) |
| 0 | 0 | - | 0 | - | (*.f64 x y) |
| 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 |
| 21.0ms | 512× | 0 | valid |
Compiled 39 to 20 computations (48.7% saved)
ival-mult: 4.0ms (56.8% of total)ival-sub: 2.0ms (28.4% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 12 | 33 |
| 1 | 33 | 31 |
| 2 | 92 | 26 |
| 3 | 255 | 25 |
| 4 | 490 | 25 |
| 5 | 598 | 25 |
| 6 | 619 | 25 |
| 0 | 4 | 5 |
| 0 | 6 | 5 |
| 1 | 9 | 5 |
| 2 | 14 | 5 |
| 3 | 24 | 5 |
| 4 | 38 | 5 |
| 5 | 60 | 5 |
| 6 | 126 | 5 |
| 7 | 224 | 5 |
| 8 | 272 | 5 |
| 9 | 277 | 5 |
| 0 | 277 | 5 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(-.f64 (*.f64 x y) x) |
| Outputs |
|---|
(*.f64 (-.f64 y #s(literal 1 binary64)) x) |
(negabs x)
Compiled 5 to 4 computations (20% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (-.f64 (*.f64 x y) x) |
Compiled 5 to 4 computations (20% saved)
| 1× | egg-herbie |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 x y) | |
| cost-diff | 0 | (-.f64 (*.f64 x y) x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 4 | 10 |
| 0 | 6 | 10 |
| 1 | 9 | 10 |
| 2 | 14 | 10 |
| 3 | 24 | 10 |
| 4 | 38 | 10 |
| 5 | 60 | 10 |
| 6 | 126 | 10 |
| 7 | 224 | 10 |
| 8 | 272 | 10 |
| 9 | 277 | 10 |
| 0 | 277 | 10 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(-.f64 (*.f64 x y) x) |
(*.f64 x y) |
x |
y |
| Outputs |
|---|
(*.f64 (-.f64 y #s(literal 1 binary64)) x) |
(*.f64 y x) |
x |
y |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (*.f64 x y) | |
| accuracy | 0.0078125 | (-.f64 (*.f64 x y) x) |
| 10.0ms | 256× | 0 | valid |
Compiled 22 to 10 computations (54.5% saved)
ival-mult: 3.0ms (62.8% of total)ival-sub: 1.0ms (20.9% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 x y) #<representation binary64>) () ())) ()) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | inf | ((- (* x y) x) (* x y)) |
| 1.0ms | y | @ | -inf | ((- (* x y) x) (* x y)) |
| 1.0ms | x | @ | -inf | ((- (* x y) x) (* x y)) |
| 0.0ms | y | @ | inf | ((- (* x y) x) (* x y)) |
| 0.0ms | x | @ | 0 | ((- (* x y) x) (* x y)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 20 | 185 |
| 1 | 64 | 185 |
| 2 | 149 | 185 |
| 3 | 276 | 185 |
| 4 | 599 | 185 |
| 5 | 1832 | 185 |
| 6 | 3113 | 185 |
| 7 | 3575 | 185 |
| 8 | 3856 | 185 |
| 9 | 4026 | 185 |
| 10 | 4060 | 185 |
| 11 | 4630 | 185 |
| 12 | 5900 | 185 |
| 13 | 6722 | 185 |
| 14 | 7050 | 185 |
| 15 | 7130 | 185 |
| 16 | 7130 | 185 |
| 17 | 7622 | 185 |
| 0 | 8058 | 185 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(* -1 x) |
(- (* x y) x) |
(- (* x y) x) |
(- (* x y) x) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* y (+ x (* -1 (/ x y)))) |
(* y (+ x (* -1 (/ x y)))) |
(* y (+ x (* -1 (/ x y)))) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
| Outputs |
|---|
(neg.f64 x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 4 | 8 |
| 0 | 6 | 8 |
| 1 | 22 | 8 |
| 2 | 155 | 8 |
| 3 | 1579 | 8 |
| 0 | 8590 | 8 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(-.f64 (*.f64 x y) x) |
(*.f64 x y) |
| Outputs |
|---|
#<batchref> |
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Compiled 8 230 to 690 computations (91.6% saved)
3 alts after pruning (3 fresh and 0 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 288 | 3 | 291 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 0 | 1 |
| Done | 0 | 0 | 0 |
| Total | 289 | 3 | 292 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (fma.f64 y x (neg.f64 x)) |
| ▶ | 50.8% | #s(approx (- (* x y) x) (*.f64 y x)) |
| ▶ | 51.6% | #s(approx (- (* x y) x) (neg.f64 x)) |
Compiled 22 to 16 computations (27.3% saved)
| 1× | egg-herbie |
Found 6 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (neg.f64 x) | |
| cost-diff | 0 | (fma.f64 y x (neg.f64 x)) | |
| cost-diff | 0 | (*.f64 y x) | |
| cost-diff | 0 | #s(approx (- (* x y) x) (*.f64 y x)) | |
| cost-diff | 0 | (neg.f64 x) | |
| cost-diff | 0 | #s(approx (- (* x y) x) (neg.f64 x)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 34 |
| 0 | 12 | 34 |
| 1 | 19 | 34 |
| 2 | 29 | 34 |
| 3 | 44 | 34 |
| 4 | 66 | 34 |
| 5 | 132 | 34 |
| 6 | 229 | 34 |
| 7 | 277 | 34 |
| 8 | 282 | 34 |
| 0 | 282 | 34 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (- (* x y) x) (neg.f64 x)) |
(neg.f64 x) |
x |
#s(approx (- (* x y) x) (*.f64 y x)) |
(*.f64 y x) |
y |
x |
(fma.f64 y x (neg.f64 x)) |
y |
x |
(neg.f64 x) |
| Outputs |
|---|
#s(approx (- (* x y) x) (neg.f64 x)) |
(neg.f64 x) |
x |
#s(approx (- (* x y) x) (*.f64 y x)) |
(*.f64 y x) |
y |
x |
(*.f64 (-.f64 y #s(literal 1 binary64)) x) |
y |
x |
(neg.f64 x) |
Found 6 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (fma.f64 y x (neg.f64 x)) | |
| accuracy | 0 | (neg.f64 x) | |
| accuracy | 0 | (*.f64 y x) | |
| accuracy | 31.50871622915533 | #s(approx (- (* x y) x) (*.f64 y x)) | |
| accuracy | 0 | (neg.f64 x) | |
| accuracy | 30.97368365601252 | #s(approx (- (* x y) x) (neg.f64 x)) |
| 46.0ms | 256× | 0 | valid |
Compiled 64 to 18 computations (71.9% saved)
ival-mult: 3.0ms (42.6% of total)ival-sub: 1.0ms (14.2% of total)ival-add: 1.0ms (14.2% of total)ival-neg: 1.0ms (14.2% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (neg.f64 x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) (*.f64 y x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (fma.f64 y x (neg.f64 x)) #<representation binary64>) () ())) ()) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | -inf | ((- (* x y) x) (neg x) (- (* x y) x) (* y x) (+ (* y x) (neg x))) |
| 0.0ms | y | @ | -inf | ((- (* x y) x) (neg x) (- (* x y) x) (* y x) (+ (* y x) (neg x))) |
| 0.0ms | x | @ | inf | ((- (* x y) x) (neg x) (- (* x y) x) (* y x) (+ (* y x) (neg x))) |
| 0.0ms | y | @ | 0 | ((- (* x y) x) (neg x) (- (* x y) x) (* y x) (+ (* y x) (neg x))) |
| 0.0ms | y | @ | inf | ((- (* x y) x) (neg x) (- (* x y) x) (* y x) (+ (* y x) (neg x))) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 20 | 435 |
| 1 | 64 | 435 |
| 2 | 149 | 435 |
| 3 | 276 | 435 |
| 4 | 599 | 435 |
| 5 | 1827 | 435 |
| 6 | 3103 | 435 |
| 7 | 3565 | 435 |
| 8 | 3840 | 435 |
| 9 | 4010 | 435 |
| 10 | 4044 | 435 |
| 11 | 4590 | 435 |
| 12 | 5860 | 435 |
| 13 | 6682 | 435 |
| 14 | 7016 | 435 |
| 15 | 7096 | 435 |
| 16 | 7096 | 435 |
| 17 | 7588 | 435 |
| 0 | 8024 | 435 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(* -1 x) |
(- (* x y) x) |
(- (* x y) x) |
(- (* x y) x) |
(* -1 x) |
(- (* x y) x) |
(- (* x y) x) |
(- (* x y) x) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* -1 x) |
(- (* x y) x) |
(- (* x y) x) |
(- (* x y) x) |
(* x y) |
(* y (+ x (* -1 (/ x y)))) |
(* y (+ x (* -1 (/ x y)))) |
(* y (+ x (* -1 (/ x y)))) |
(* x y) |
(* y (+ x (* -1 (/ x y)))) |
(* y (+ x (* -1 (/ x y)))) |
(* y (+ x (* -1 (/ x y)))) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* y (+ x (* -1 (/ x y)))) |
(* y (+ x (* -1 (/ x y)))) |
(* y (+ x (* -1 (/ x y)))) |
(* x y) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* x y) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* -1 x) |
(* -1 x) |
(* -1 x) |
(* -1 x) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* -1 x) |
(* -1 x) |
(* -1 x) |
(* -1 x) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 x) |
(* -1 x) |
(* -1 x) |
(* -1 x) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* x y) |
(* x y) |
(* x y) |
(* x y) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
| Outputs |
|---|
(neg.f64 x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(neg.f64 x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(neg.f64 x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(neg.f64 x) |
(neg.f64 x) |
(neg.f64 x) |
(neg.f64 x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(neg.f64 x) |
(neg.f64 x) |
(neg.f64 x) |
(neg.f64 x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(neg.f64 x) |
(neg.f64 x) |
(neg.f64 x) |
(neg.f64 x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
Useful iterations: 2 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 27 |
| 0 | 12 | 27 |
| 1 | 49 | 27 |
| 2 | 305 | 22 |
| 3 | 3546 | 22 |
| 0 | 8357 | 22 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (- (* x y) x) (neg.f64 x)) |
(neg.f64 x) |
#s(approx (- (* x y) x) (*.f64 y x)) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
| Outputs |
|---|
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Compiled 11 729 to 1 177 computations (90% saved)
4 alts after pruning (1 fresh and 3 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 598 | 1 | 599 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 3 | 3 |
| Done | 0 | 0 | 0 |
| Total | 598 | 4 | 602 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (fma.f64 y x (neg.f64 x)) |
| ✓ | 50.8% | #s(approx (- (* x y) x) (*.f64 y x)) |
| ✓ | 51.6% | #s(approx (- (* x y) x) (neg.f64 x)) |
| ▶ | 2.9% | #s(approx (- (* x y) x) x) |
Compiled 29 to 21 computations (27.6% saved)
| 1× | egg-herbie |
Found 1 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | #s(approx (- (* x y) x) x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 5 | 8 |
| 0 | 5 | 8 |
| 1 | 8 | 8 |
| 2 | 13 | 8 |
| 3 | 23 | 8 |
| 4 | 38 | 8 |
| 5 | 60 | 8 |
| 6 | 126 | 8 |
| 7 | 224 | 8 |
| 8 | 272 | 8 |
| 9 | 277 | 8 |
| 0 | 277 | 8 |
| 1× | iter limit |
| 1× | saturated |
| 1× | saturated |
| Inputs |
|---|
#s(approx (- (* x y) x) x) |
x |
| Outputs |
|---|
#s(approx (- (* x y) x) x) |
x |
Found 1 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 62.12224108993608 | #s(approx (- (* x y) x) x) |
| 8.0ms | 256× | 0 | valid |
Compiled 16 to 11 computations (31.3% saved)
ival-mult: 2.0ms (63.5% of total)ival-sub: 1.0ms (31.7% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (- (* x y) x) x) #<representation binary64>) () ())) ()) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | x | @ | -inf | ((- (* x y) x)) |
| 0.0ms | x | @ | inf | ((- (* x y) x)) |
| 0.0ms | y | @ | -inf | ((- (* x y) x)) |
| 0.0ms | x | @ | 0 | ((- (* x y) x)) |
| 0.0ms | y | @ | inf | ((- (* x y) x)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 20 | 113 |
| 1 | 64 | 113 |
| 2 | 149 | 113 |
| 3 | 276 | 113 |
| 4 | 599 | 113 |
| 5 | 1827 | 113 |
| 6 | 3103 | 113 |
| 7 | 3565 | 113 |
| 8 | 3840 | 113 |
| 9 | 4010 | 113 |
| 10 | 4044 | 113 |
| 11 | 4590 | 113 |
| 12 | 5860 | 113 |
| 13 | 6682 | 113 |
| 14 | 7016 | 113 |
| 15 | 7096 | 113 |
| 16 | 7096 | 113 |
| 17 | 7588 | 113 |
| 0 | 8024 | 113 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(* -1 x) |
(- (* x y) x) |
(- (* x y) x) |
(- (* x y) x) |
(* x y) |
(* y (+ x (* -1 (/ x y)))) |
(* y (+ x (* -1 (/ x y)))) |
(* y (+ x (* -1 (/ x y)))) |
(* x y) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* -1 (* y (+ (* -1 x) (/ x y)))) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* x (- y 1)) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (* -1 y)))) |
| Outputs |
|---|
(neg.f64 x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(*.f64 y x) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
(fma.f64 y x (neg.f64 x)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 5 | 7 |
| 0 | 5 | 7 |
| 1 | 21 | 7 |
| 2 | 154 | 7 |
| 3 | 1576 | 7 |
| 0 | 8543 | 7 |
| 1× | iter limit |
| 1× | node limit |
| 1× | saturated |
| Inputs |
|---|
#s(approx (- (* x y) x) x) |
| Outputs |
|---|
#<batchref> |
Compiled 264 to 11 computations (95.8% saved)
4 alts after pruning (0 fresh and 4 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 25 | 0 | 25 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 3 | 3 |
| Total | 25 | 4 | 29 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (fma.f64 y x (neg.f64 x)) |
| ✓ | 50.8% | #s(approx (- (* x y) x) (*.f64 y x)) |
| ✓ | 51.6% | #s(approx (- (* x y) x) (neg.f64 x)) |
| ✓ | 2.9% | #s(approx (- (* x y) x) x) |
Compiled 63 to 33 computations (47.6% saved)
| Inputs |
|---|
#s(approx (- (* x y) x) x) |
#s(approx (- (* x y) x) (neg.f64 x)) |
#s(approx (- (* x y) x) (*.f64 y x)) |
(-.f64 (*.f64 x y) x) |
(fma.f64 y x (neg.f64 x)) |
| Outputs |
|---|
(fma.f64 y x (neg.f64 x)) |
3 calls:
| 3.0ms | x |
| 3.0ms | (-.f64 (*.f64 x y) x) |
| 2.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | y |
| 100.0% | 1 | (-.f64 (*.f64 x y) x) |
Compiled 7 to 8 computations (-14.3% saved)
| Inputs |
|---|
#s(approx (- (* x y) x) x) |
#s(approx (- (* x y) x) (neg.f64 x)) |
#s(approx (- (* x y) x) (*.f64 y x)) |
(-.f64 (*.f64 x y) x) |
| Outputs |
|---|
(-.f64 (*.f64 x y) x) |
3 calls:
| 3.0ms | y |
| 2.0ms | x |
| 2.0ms | (-.f64 (*.f64 x y) x) |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | y |
| 100.0% | 1 | (-.f64 (*.f64 x y) x) |
Compiled 7 to 8 computations (-14.3% saved)
| Inputs |
|---|
#s(approx (- (* x y) x) x) |
#s(approx (- (* x y) x) (neg.f64 x)) |
#s(approx (- (* x y) x) (*.f64 y x)) |
| Outputs |
|---|
#s(approx (- (* x y) x) (*.f64 y x)) |
#s(approx (- (* x y) x) (neg.f64 x)) |
#s(approx (- (* x y) x) (*.f64 y x)) |
3 calls:
| 2.0ms | x |
| 2.0ms | (-.f64 (*.f64 x y) x) |
| 2.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 63.1% | 5 | x |
| 98.2% | 3 | y |
| 80.3% | 3 | (-.f64 (*.f64 x y) x) |
Compiled 7 to 8 computations (-14.3% saved)
| Inputs |
|---|
#s(approx (- (* x y) x) x) |
#s(approx (- (* x y) x) (neg.f64 x)) |
| Outputs |
|---|
#s(approx (- (* x y) x) (neg.f64 x)) |
3 calls:
| 2.0ms | x |
| 2.0ms | y |
| 2.0ms | (-.f64 (*.f64 x y) x) |
| Accuracy | Segments | Branch |
|---|---|---|
| 51.6% | 1 | x |
| 51.6% | 1 | (-.f64 (*.f64 x y) x) |
| 51.6% | 1 | y |
Compiled 7 to 8 computations (-14.3% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
#s(approx (- (* x y) x) x) |
| Outputs |
|---|
#s(approx (- (* x y) x) x) |
3 calls:
| 38.0ms | (-.f64 (*.f64 x y) x) |
| 1.0ms | y |
| 1.0ms | x |
| Accuracy | Segments | Branch |
|---|---|---|
| 2.9% | 1 | x |
| 2.9% | 1 | y |
| 2.9% | 1 | (-.f64 (*.f64 x y) x) |
Compiled 7 to 8 computations (-14.3% saved)
| 2× | binary-search |
| 1× | narrow-enough |
| 1× | narrow-enough |
| Time | Left | Right |
|---|---|---|
| 12.0ms | 1.7386817013662248e-15 | 19.284957673673215 |
| 9.0ms | -1404.6598494541972 | -0.6054304413452645 |
| 11.0ms | 288× | 0 | valid |
Compiled 314 to 261 computations (16.9% saved)
ival-mult: 2.0ms (54% of total)ival-sub: 1.0ms (27% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 18 | 59 |
| 1 | 25 | 59 |
| 2 | 28 | 59 |
| 3 | 29 | 59 |
| 1× | saturated |
| Inputs |
|---|
(fma.f64 y x (neg.f64 x)) |
(-.f64 (*.f64 x y) x) |
(if (<=.f64 y #s(literal -1 binary64)) #s(approx (- (* x y) x) (*.f64 y x)) (if (<=.f64 y #s(literal 1 binary64)) #s(approx (- (* x y) x) (neg.f64 x)) #s(approx (- (* x y) x) (*.f64 y x)))) |
#s(approx (- (* x y) x) (neg.f64 x)) |
#s(approx (- (* x y) x) x) |
| Outputs |
|---|
(fma.f64 y x (neg.f64 x)) |
(-.f64 (*.f64 x y) x) |
(if (<=.f64 y #s(literal -1 binary64)) #s(approx (- (* x y) x) (*.f64 x y)) (if (<=.f64 y #s(literal 1 binary64)) #s(approx (- (* x y) x) (neg.f64 x)) #s(approx (- (* x y) x) (*.f64 x y)))) |
#s(approx (- (* x y) x) (neg.f64 x)) |
#s(approx (- (* x y) x) x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 27 |
| 0 | 12 | 27 |
| 1 | 49 | 27 |
| 2 | 305 | 22 |
| 3 | 3546 | 22 |
| 0 | 8357 | 22 |
| 0 | 4 | 8 |
| 0 | 6 | 8 |
| 1 | 22 | 8 |
| 2 | 155 | 8 |
| 3 | 1579 | 8 |
| 0 | 8590 | 8 |
| 0 | 20 | 185 |
| 1 | 64 | 185 |
| 2 | 149 | 185 |
| 3 | 276 | 185 |
| 4 | 599 | 185 |
| 5 | 1832 | 185 |
| 6 | 3113 | 185 |
| 7 | 3575 | 185 |
| 8 | 3856 | 185 |
| 9 | 4026 | 185 |
| 10 | 4060 | 185 |
| 11 | 4630 | 185 |
| 12 | 5900 | 185 |
| 13 | 6722 | 185 |
| 14 | 7050 | 185 |
| 15 | 7130 | 185 |
| 16 | 7130 | 185 |
| 17 | 7622 | 185 |
| 0 | 8058 | 185 |
| 1× | done |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
Compiled 86 to 41 computations (52.3% saved)
(negabs x)
Compiled 148 to 58 computations (60.8% saved)
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