
Time bar (total: 685.0ms)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 100% | 0% | 0% | 0% | 0% | 0 |
| 0% | 0% | 100% | 0% | 0% | 0% | 0% | 1 |
| 0% | 0% | 100% | 0% | 0% | 0% | 0% | 2 |
| 0% | 0% | 50% | 0% | 0% | 50% | 0% | 3 |
| 50% | 25% | 25% | 0% | 0% | 50% | 0% | 4 |
| 75% | 37.5% | 12.5% | 0% | 0% | 50% | 0% | 5 |
| 87.5% | 43.7% | 6.2% | 0% | 0% | 50% | 0% | 6 |
| 93.8% | 46.9% | 3.1% | 0% | 0% | 50% | 0% | 7 |
| 96.9% | 48.4% | 1.6% | 0% | 0% | 50% | 0% | 8 |
| 98.4% | 49.2% | 0.8% | 0% | 0% | 50% | 0% | 9 |
| 99.2% | 49.6% | 0.4% | 0% | 0% | 50% | 0% | 10 |
| 99.6% | 49.8% | 0.2% | 0% | 0% | 50% | 0% | 11 |
| 99.8% | 49.9% | 0.1% | 0% | 0% | 50% | 0% | 12 |
Compiled 8 to 7 computations (12.5% saved)
| 328.0ms | 8 256× | 0 | valid |
| 0.0ms | 5× | 0 | invalid |
ival-mult: 68.0ms (36.7% of total)ival-sqrt: 62.0ms (33.5% of total)ival-sub: 43.0ms (23.2% of total)ival-true: 5.0ms (2.7% of total)exact: 4.0ms (2.2% of total)ival-assert: 3.0ms (1.6% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 0 | 0 | - | 0 | - | (sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| 0 | 0 | - | 0 | - | #s(literal 1 binary64) |
| 0 | 0 | - | 0 | - | (-.f64 #s(literal 1 binary64) (*.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 |
| 25.0ms | 512× | 0 | valid |
Compiled 58 to 24 computations (58.6% saved)
ival-mult: 4.0ms (37.2% of total)ival-sqrt: 4.0ms (37.2% of total)ival-sub: 2.0ms (18.6% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
| Inputs |
|---|
(sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| Outputs |
|---|
(sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
Compiled 6 to 5 computations (16.7% saved)
Compiled 0 to 1 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
Compiled 6 to 5 computations (16.7% saved)
| 1× | egg-herbie |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | (-.f64 #s(literal 1 binary64) (*.f64 x x)) | |
| cost-diff | 0 | (sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| Inputs |
|---|
(sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(-.f64 #s(literal 1 binary64) (*.f64 x x)) |
#s(literal 1 binary64) |
(*.f64 x x) |
x |
| Outputs |
|---|
(sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(-.f64 #s(literal 1 binary64) (*.f64 x x)) |
#s(literal 1 binary64) |
(*.f64 x x) |
x |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (-.f64 #s(literal 1 binary64) (*.f64 x x)) | |
| accuracy | 0.0 | (*.f64 x x) | |
| accuracy | 0.00390625 | (sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| 10.0ms | 256× | 0 | valid |
Compiled 34 to 12 computations (64.7% saved)
ival-mult: 2.0ms (38.5% of total)ival-sqrt: 2.0ms (38.5% of total)ival-sub: 1.0ms (19.2% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
(sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(-.f64 #s(literal 1 binary64) (*.f64 x x)) |
(*.f64 x x) |
| Outputs |
|---|
1 |
(+ 1 (* -1/2 (pow x 2))) |
(+ 1 (* (pow x 2) (- (* -1/8 (pow x 2)) 1/2))) |
(+ 1 (* (pow x 2) (- (* (pow x 2) (- (* -1/16 (pow x 2)) 1/8)) 1/2))) |
(+ 1 (* -1 (pow x 2))) |
(pow x 2) |
(* x (sqrt -1)) |
(* x (+ (sqrt -1) (* 1/2 (/ 1 (* (pow x 2) (sqrt -1)))))) |
(* x (- (+ (sqrt -1) (/ 1/2 (* (pow x 2) (sqrt -1)))) (/ 1/8 (* (pow x 4) (pow (sqrt -1) 3))))) |
(* x (- (+ (sqrt -1) (+ (/ 1/2 (* (pow x 2) (sqrt -1))) (* 1/16 (/ 1 (* (pow x 6) (pow (sqrt -1) 5)))))) (* 1/8 (/ 1 (* (pow x 4) (pow (sqrt -1) 3)))))) |
(* -1 (pow x 2)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1)) |
(* -1 (* x (sqrt -1))) |
(* -1 (* x (+ (sqrt -1) (* 1/2 (/ 1 (* (pow x 2) (sqrt -1))))))) |
(* -1 (* x (- (+ (sqrt -1) (/ 1/2 (* (pow x 2) (sqrt -1)))) (/ 1/8 (* (pow x 4) (pow (sqrt -1) 3)))))) |
(* -1 (* x (- (+ (sqrt -1) (+ (/ 1/2 (* (pow x 2) (sqrt -1))) (* 1/16 (/ 1 (* (pow x 6) (pow (sqrt -1) 5)))))) (* 1/8 (/ 1 (* (pow x 4) (pow (sqrt -1) 3))))))) |
3 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | inf | ((sqrt (- 1 (* x x))) (- 1 (* x x)) (* x x)) |
| 1.0ms | x | @ | 0 | ((sqrt (- 1 (* x x))) (- 1 (* x x)) (* x x)) |
| 1.0ms | x | @ | -inf | ((sqrt (- 1 (* x x))) (- 1 (* x x)) (* x x)) |
| 1× | egg-herbie |
| Inputs |
|---|
1 |
(+ 1 (* -1/2 (pow x 2))) |
(+ 1 (* (pow x 2) (- (* -1/8 (pow x 2)) 1/2))) |
(+ 1 (* (pow x 2) (- (* (pow x 2) (- (* -1/16 (pow x 2)) 1/8)) 1/2))) |
(+ 1 (* -1 (pow x 2))) |
(pow x 2) |
(* x (sqrt -1)) |
(* x (+ (sqrt -1) (* 1/2 (/ 1 (* (pow x 2) (sqrt -1)))))) |
(* x (- (+ (sqrt -1) (/ 1/2 (* (pow x 2) (sqrt -1)))) (/ 1/8 (* (pow x 4) (pow (sqrt -1) 3))))) |
(* x (- (+ (sqrt -1) (+ (/ 1/2 (* (pow x 2) (sqrt -1))) (* 1/16 (/ 1 (* (pow x 6) (pow (sqrt -1) 5)))))) (* 1/8 (/ 1 (* (pow x 4) (pow (sqrt -1) 3)))))) |
(* -1 (pow x 2)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1)) |
(* -1 (* x (sqrt -1))) |
(* -1 (* x (+ (sqrt -1) (* 1/2 (/ 1 (* (pow x 2) (sqrt -1))))))) |
(* -1 (* x (- (+ (sqrt -1) (/ 1/2 (* (pow x 2) (sqrt -1)))) (/ 1/8 (* (pow x 4) (pow (sqrt -1) 3)))))) |
(* -1 (* x (- (+ (sqrt -1) (+ (/ 1/2 (* (pow x 2) (sqrt -1))) (* 1/16 (/ 1 (* (pow x 6) (pow (sqrt -1) 5)))))) (* 1/8 (/ 1 (* (pow x 4) (pow (sqrt -1) 3))))))) |
| Outputs |
|---|
1 |
(sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(+ 1 (* -1/2 (pow x 2))) |
(-.f64 #s(literal 1 binary64) (*.f64 x x)) |
(+ 1 (* (pow x 2) (- (* -1/8 (pow x 2)) 1/2))) |
(*.f64 x x) |
| Inputs |
|---|
(sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(-.f64 #s(literal 1 binary64) (*.f64 x x)) |
(*.f64 x x) |
| Outputs |
|---|
(sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(-.f64 #s(literal 1 binary64) (*.f64 x x)) |
(*.f64 x x) |
Compiled 53 to 12 computations (77.4% saved)
3 alts after pruning (2 fresh and 1 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 4 | 2 | 6 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 0 | 0 |
| Total | 4 | 3 | 7 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| ▶ | 98.9% | #s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| ▶ | 4.2% | #s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
Compiled 28 to 21 computations (25% saved)
| 1× | egg-herbie |
Found 5 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | (-.f64 #s(literal 1 binary64) (*.f64 x x)) | |
| cost-diff | 0 | #s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) | |
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | #s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
| Inputs |
|---|
#s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
(*.f64 x x) |
x |
#s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(-.f64 #s(literal 1 binary64) (*.f64 x x)) |
#s(literal 1 binary64) |
(*.f64 x x) |
x |
| Outputs |
|---|
#s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
(*.f64 x x) |
x |
#s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(-.f64 #s(literal 1 binary64) (*.f64 x x)) |
#s(literal 1 binary64) |
(*.f64 x x) |
x |
Found 5 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (-.f64 #s(literal 1 binary64) (*.f64 x x)) | |
| accuracy | 0.0 | (*.f64 x x) | |
| accuracy | 0.6908391781231634 | #s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) | |
| accuracy | 0.0 | (*.f64 x x) | |
| accuracy | 61.33990332598431 | #s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
| 12.0ms | 256× | 0 | valid |
Compiled 64 to 17 computations (73.4% saved)
ival-mult: 2.0ms (37.5% of total)ival-sqrt: 2.0ms (37.5% of total)ival-sub: 1.0ms (18.8% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
(*.f64 x x) |
#s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(-.f64 #s(literal 1 binary64) (*.f64 x x)) |
| Outputs |
|---|
1 |
(+ 1 (* -1/2 (pow x 2))) |
(+ 1 (* (pow x 2) (- (* -1/8 (pow x 2)) 1/2))) |
(+ 1 (* (pow x 2) (- (* (pow x 2) (- (* -1/16 (pow x 2)) 1/8)) 1/2))) |
(pow x 2) |
(+ 1 (* -1 (pow x 2))) |
(* x (sqrt -1)) |
(* x (+ (sqrt -1) (* 1/2 (/ 1 (* (pow x 2) (sqrt -1)))))) |
(* x (- (+ (sqrt -1) (/ 1/2 (* (pow x 2) (sqrt -1)))) (/ 1/8 (* (pow x 4) (pow (sqrt -1) 3))))) |
(* x (- (+ (sqrt -1) (+ (/ 1/2 (* (pow x 2) (sqrt -1))) (* 1/16 (/ 1 (* (pow x 6) (pow (sqrt -1) 5)))))) (* 1/8 (/ 1 (* (pow x 4) (pow (sqrt -1) 3)))))) |
(* -1 (pow x 2)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1)) |
(* -1 (* x (sqrt -1))) |
(* -1 (* x (+ (sqrt -1) (* 1/2 (/ 1 (* (pow x 2) (sqrt -1))))))) |
(* -1 (* x (- (+ (sqrt -1) (/ 1/2 (* (pow x 2) (sqrt -1)))) (/ 1/8 (* (pow x 4) (pow (sqrt -1) 3)))))) |
(* -1 (* x (- (+ (sqrt -1) (+ (/ 1/2 (* (pow x 2) (sqrt -1))) (* 1/16 (/ 1 (* (pow x 6) (pow (sqrt -1) 5)))))) (* 1/8 (/ 1 (* (pow x 4) (pow (sqrt -1) 3))))))) |
3 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | x | @ | inf | ((sqrt (- 1 (* x x))) (* x x) (sqrt (- 1 (* x x))) (- 1 (* x x))) |
| 0.0ms | x | @ | -inf | ((sqrt (- 1 (* x x))) (* x x) (sqrt (- 1 (* x x))) (- 1 (* x x))) |
| 0.0ms | x | @ | 0 | ((sqrt (- 1 (* x x))) (* x x) (sqrt (- 1 (* x x))) (- 1 (* x x))) |
| 1× | egg-herbie |
| Inputs |
|---|
1 |
(+ 1 (* -1/2 (pow x 2))) |
(+ 1 (* (pow x 2) (- (* -1/8 (pow x 2)) 1/2))) |
(+ 1 (* (pow x 2) (- (* (pow x 2) (- (* -1/16 (pow x 2)) 1/8)) 1/2))) |
(pow x 2) |
(+ 1 (* -1 (pow x 2))) |
(* x (sqrt -1)) |
(* x (+ (sqrt -1) (* 1/2 (/ 1 (* (pow x 2) (sqrt -1)))))) |
(* x (- (+ (sqrt -1) (/ 1/2 (* (pow x 2) (sqrt -1)))) (/ 1/8 (* (pow x 4) (pow (sqrt -1) 3))))) |
(* x (- (+ (sqrt -1) (+ (/ 1/2 (* (pow x 2) (sqrt -1))) (* 1/16 (/ 1 (* (pow x 6) (pow (sqrt -1) 5)))))) (* 1/8 (/ 1 (* (pow x 4) (pow (sqrt -1) 3)))))) |
(* -1 (pow x 2)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1)) |
(* -1 (* x (sqrt -1))) |
(* -1 (* x (+ (sqrt -1) (* 1/2 (/ 1 (* (pow x 2) (sqrt -1))))))) |
(* -1 (* x (- (+ (sqrt -1) (/ 1/2 (* (pow x 2) (sqrt -1)))) (/ 1/8 (* (pow x 4) (pow (sqrt -1) 3)))))) |
(* -1 (* x (- (+ (sqrt -1) (+ (/ 1/2 (* (pow x 2) (sqrt -1))) (* 1/16 (/ 1 (* (pow x 6) (pow (sqrt -1) 5)))))) (* 1/8 (/ 1 (* (pow x 4) (pow (sqrt -1) 3))))))) |
| Outputs |
|---|
1 |
#s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
(+ 1 (* -1/2 (pow x 2))) |
(*.f64 x x) |
(+ 1 (* (pow x 2) (- (* -1/8 (pow x 2)) 1/2))) |
#s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(+ 1 (* (pow x 2) (- (* (pow x 2) (- (* -1/16 (pow x 2)) 1/8)) 1/2))) |
(-.f64 #s(literal 1 binary64) (*.f64 x x)) |
| Inputs |
|---|
#s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
(*.f64 x x) |
#s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(-.f64 #s(literal 1 binary64) (*.f64 x x)) |
| Outputs |
|---|
#s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
(*.f64 x x) |
#s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(-.f64 #s(literal 1 binary64) (*.f64 x x)) |
Compiled 92 to 12 computations (87% saved)
3 alts after pruning (0 fresh and 3 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 7 | 0 | 7 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 2 | 2 |
| Done | 0 | 1 | 1 |
| Total | 7 | 3 | 10 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| ✓ | 98.9% | #s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| ✓ | 4.2% | #s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
Compiled 56 to 32 computations (42.9% saved)
| Inputs |
|---|
#s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
#s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
(sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| Outputs |
|---|
(sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
4 calls:
| 3.0ms | x |
| 1.0ms | (*.f64 x x) |
| 1.0ms | (sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| 1.0ms | (-.f64 #s(literal 1 binary64) (*.f64 x x)) |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | (sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| 100.0% | 1 | (-.f64 #s(literal 1 binary64) (*.f64 x x)) |
| 100.0% | 1 | (*.f64 x x) |
Compiled 15 to 12 computations (20% saved)
| Inputs |
|---|
#s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
#s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| Outputs |
|---|
#s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
4 calls:
| 1.0ms | x |
| 1.0ms | (*.f64 x x) |
| 1.0ms | (-.f64 #s(literal 1 binary64) (*.f64 x x)) |
| 1.0ms | (sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| Accuracy | Segments | Branch |
|---|---|---|
| 98.9% | 1 | x |
| 98.9% | 1 | (sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| 98.9% | 1 | (-.f64 #s(literal 1 binary64) (*.f64 x x)) |
| 98.9% | 1 | (*.f64 x x) |
Compiled 15 to 12 computations (20% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
#s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
| Outputs |
|---|
#s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
4 calls:
| 1.0ms | x |
| 1.0ms | (*.f64 x x) |
| 1.0ms | (sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| 1.0ms | (-.f64 #s(literal 1 binary64) (*.f64 x x)) |
| Accuracy | Segments | Branch |
|---|---|---|
| 4.2% | 1 | x |
| 4.2% | 1 | (sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
| 4.2% | 1 | (-.f64 #s(literal 1 binary64) (*.f64 x x)) |
| 4.2% | 1 | (*.f64 x x) |
Compiled 15 to 12 computations (20% saved)
| 1× | egg-herbie |
| Inputs |
|---|
(sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
#s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
#s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
| Outputs |
|---|
(sqrt.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
#s(approx (sqrt (- 1 (* x x))) (-.f64 #s(literal 1 binary64) (*.f64 x x))) |
#s(approx (sqrt (- 1 (* x x))) (*.f64 x x)) |
| 1× | done |
Compiled 28 to 11 computations (60.7% saved)
Compiled 68 to 32 computations (52.9% saved)
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