
Time bar (total: 9.5s)
| 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 |
| 100% | 100% | 0% | 0% | 0% | 0% | 0% | 2 |
Compiled 15 to 9 computations (40% saved)
| 1.6s | 2 515× | 2 | valid |
| 1.2s | 4 767× | 1 | valid |
| 671.0ms | 8 100× | 0 | exit |
| 254.0ms | 423× | 3 | valid |
| 34.0ms | 551× | 0 | valid |
ival-exp: 1.9s (65.1% of total)ival-div: 425.0ms (14.3% of total)adjust: 219.0ms (7.4% of total)ival-sub: 146.0ms (4.9% of total)ival-add: 131.0ms (4.4% of total)ival-neg: 102.0ms (3.4% of total)ival-true: 12.0ms (0.4% of total)ival-assert: 6.0ms (0.2% of total)| 2× | egg-herbie |
| 528× | accelerator-lowering-fma.f32 |
| 528× | accelerator-lowering-fma.f64 |
| 374× | div-sub |
| 336× | *-lowering-*.f32 |
| 336× | *-lowering-*.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 13 | 39 |
| 1 | 46 | 39 |
| 2 | 100 | 39 |
| 3 | 220 | 39 |
| 4 | 502 | 39 |
| 5 | 1164 | 39 |
| 6 | 1617 | 39 |
| 7 | 1655 | 39 |
| 8 | 1674 | 39 |
| 9 | 1693 | 39 |
| 10 | 1727 | 39 |
| 11 | 1739 | 39 |
| 0 | 7 | 13 |
| 1 | 19 | 13 |
| 2 | 36 | 13 |
| 3 | 61 | 13 |
| 4 | 116 | 13 |
| 5 | 271 | 13 |
| 6 | 457 | 13 |
| 7 | 678 | 13 |
| 8 | 898 | 13 |
| 9 | 1052 | 13 |
| 10 | 1180 | 13 |
| 11 | 1222 | 13 |
| 0 | 1222 | 13 |
| 1× | iter limit |
| 1× | saturated |
| 1× | saturated |
| Inputs |
|---|
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
| Outputs |
|---|
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(+.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (/.f64 #s(literal 1 binary64) (-.f64 #s(literal -1 binary64) (exp.f64 (+.f64 x x))))) |
| Inputs |
|---|
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(/ (- (exp (neg x)) (exp (neg (neg x)))) (+ (exp (neg x)) (exp (neg (neg x))))) |
(neg (/ (- (exp (neg x)) (exp (neg (neg x)))) (+ (exp (neg x)) (exp (neg (neg x)))))) |
| Outputs |
|---|
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(/ (- (exp (neg x)) (exp (neg (neg x)))) (+ (exp (neg x)) (exp (neg (neg x))))) |
(/ (- (exp (neg x)) (exp x)) (+ (exp x) (exp (neg x)))) |
(neg (/ (- (exp (neg x)) (exp (neg (neg x)))) (+ (exp (neg x)) (exp (neg (neg x)))))) |
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(negabs x)
| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 251 | 0 | - | 0 | - | (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) |
| 5 | 0 | - | 0 | - | (/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))) |
| 0 | 0 | - | 0 | - | (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) |
| 0 | 0 | - | 0 | - | (exp.f64 x) |
| 0 | 0 | - | 0 | - | (exp.f64 (neg.f64 x)) |
| 0 | 0 | - | 0 | - | (neg.f64 x) |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
-.f64 | (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) | cancellation | 251 | 0 |
/.f64 | (/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))) | o/o | 5 | 0 |
| ↳ | (exp.f64 x) | overflow | 5 | |
| ↳ | (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) | overflow | 5 | |
| ↳ | (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) | overflow | 5 | |
| ↳ | (exp.f64 x) | overflow | 5 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 256 | 0 |
| - | 0 | 0 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 256 | 0 | 0 |
| - | 0 | 0 | 0 |
| number | freq |
|---|---|
| 1 | 256 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 78.0ms | 168× | 2 | valid |
| 56.0ms | 302× | 1 | valid |
| 13.0ms | 22× | 3 | valid |
| 1.0ms | 20× | 0 | valid |
Compiled 98 to 32 computations (67.3% saved)
ival-exp: 87.0ms (70.6% of total)adjust: 12.0ms (9.7% of total)ival-div: 8.0ms (6.5% of total)ival-add: 6.0ms (4.9% of total)ival-sub: 6.0ms (4.9% of total)ival-neg: 4.0ms (3.2% of total)ival-assert: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)Compiled 1 to 1 computations (0% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 6.4% | (/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))) |
Compiled 14 to 7 computations (50% saved)
| 1× | egg-herbie |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| ✓ | cost-diff | 0 | (exp.f64 (neg.f64 x)) |
| ✓ | cost-diff | 0 | (exp.f64 x) |
| ✓ | cost-diff | 0 | (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) |
| ✓ | cost-diff | 11712 | (/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))) |
| 528× | accelerator-lowering-fma.f32 |
| 528× | accelerator-lowering-fma.f64 |
| 336× | *-lowering-*.f32 |
| 336× | *-lowering-*.f64 |
| 224× | /-lowering-/.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 7 | 33 |
| 1 | 19 | 33 |
| 2 | 36 | 33 |
| 3 | 61 | 33 |
| 4 | 116 | 33 |
| 5 | 271 | 33 |
| 6 | 457 | 33 |
| 7 | 678 | 33 |
| 8 | 898 | 33 |
| 9 | 1052 | 33 |
| 10 | 1180 | 33 |
| 11 | 1222 | 33 |
| 0 | 1222 | 33 |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(- (exp x) (exp (neg x))) |
(exp x) |
x |
(exp (neg x)) |
(neg x) |
(+ (exp x) (exp (neg x))) |
| Outputs |
|---|
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(+.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (/.f64 #s(literal 1 binary64) (-.f64 #s(literal -1 binary64) (exp.f64 (+.f64 x x))))) |
(- (exp x) (exp (neg x))) |
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) |
(exp x) |
(exp.f64 x) |
x |
(exp (neg x)) |
(exp.f64 (-.f64 #s(literal 0 binary64) x)) |
(neg x) |
(-.f64 #s(literal 0 binary64) x) |
(+ (exp x) (exp (neg x))) |
(+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| ✓ | accuracy | 100.0% | (exp.f64 (neg.f64 x)) |
| ✓ | accuracy | 100.0% | (exp.f64 x) |
| ✓ | accuracy | 98.1% | (/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))) |
| ✓ | accuracy | 8.4% | (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) |
| 84.0ms | 84× | 2 | valid |
| 31.0ms | 151× | 1 | valid |
| 6.0ms | 11× | 3 | valid |
| 1.0ms | 10× | 0 | valid |
Compiled 35 to 9 computations (74.3% saved)
ival-exp: 71.0ms (65.6% of total)adjust: 23.0ms (21.3% of total)ival-div: 4.0ms (3.7% of total)ival-neg: 4.0ms (3.7% of total)ival-add: 3.0ms (2.8% of total)ival-sub: 3.0ms (2.8% of total)ival-assert: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)| Inputs |
|---|
#<alt (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))> |
#<alt (- (exp x) (exp (neg x)))> |
#<alt (exp x)> |
#<alt (exp (neg x))> |
| Outputs |
|---|
#<alt x> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3))))> |
#<alt (* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3))))> |
#<alt (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))> |
#<alt (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))> |
#<alt (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))> |
#<alt (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x))))> |
#<alt (/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))> |
#<alt (/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))> |
#<alt (/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))> |
#<alt (/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x))))> |
#<alt (* 2 x)> |
#<alt (* x (+ 2 (* 1/3 (pow x 2))))> |
#<alt (* x (+ 2 (* (pow x 2) (+ 1/3 (* 1/60 (pow x 2))))))> |
#<alt (* x (+ 2 (* (pow x 2) (+ 1/3 (* (pow x 2) (+ 1/60 (* 1/2520 (pow x 2))))))))> |
#<alt (- (exp x) (exp (neg x)))> |
#<alt (- (exp x) (exp (neg x)))> |
#<alt (- (exp x) (exp (neg x)))> |
#<alt (- (exp x) (exp (neg x)))> |
#<alt (- (exp x) (exp (* -1 x)))> |
#<alt (- (exp x) (exp (* -1 x)))> |
#<alt (- (exp x) (exp (* -1 x)))> |
#<alt (- (exp x) (exp (* -1 x)))> |
#<alt 1> |
#<alt (+ 1 x)> |
#<alt (+ 1 (* x (+ 1 (* 1/2 x))))> |
#<alt (+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))> |
#<alt (exp x)> |
#<alt (exp x)> |
#<alt (exp x)> |
#<alt (exp x)> |
#<alt (exp x)> |
#<alt (exp x)> |
#<alt (exp x)> |
#<alt (exp x)> |
#<alt 1> |
#<alt (+ 1 (* -1 x))> |
#<alt (+ 1 (* x (- (* 1/2 x) 1)))> |
#<alt (+ 1 (* x (- (* x (+ 1/2 (* -1/6 x))) 1)))> |
#<alt (exp (neg x))> |
#<alt (exp (neg x))> |
#<alt (exp (neg x))> |
#<alt (exp (neg x))> |
#<alt (exp (* -1 x))> |
#<alt (exp (* -1 x))> |
#<alt (exp (* -1 x))> |
#<alt (exp (* -1 x))> |
12 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | -inf | (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
| 1.0ms | x | @ | inf | (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
| 1.0ms | x | @ | 0 | (/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
| 0.0ms | x | @ | 0 | (- (exp x) (exp (neg x))) |
| 0.0ms | x | @ | 0 | (exp x) |
| 1× | batch-egg-rewrite |
| 3 904× | *-lowering-*.f32 |
| 3 904× | *-lowering-*.f64 |
| 3 826× | /-lowering-/.f32 |
| 3 826× | /-lowering-/.f64 |
| 2 870× | accelerator-lowering-fma.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 7 | 11 |
| 1 | 49 | 11 |
| 2 | 418 | 11 |
| 3 | 7082 | 11 |
| 0 | 8064 | 11 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(- (exp x) (exp (neg x))) |
(exp x) |
(exp (neg x)) |
| Outputs |
|---|
(+.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x))))) |
(+.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (*.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))))) |
(+.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (*.f64 (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (-.f64 #s(literal 0 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x))))) |
(+.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64))) (neg.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) #s(literal 2 binary64)))) |
(+.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64))) (*.f64 (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))))) |
(+.f64 (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))) |
(+.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (-.f64 #s(literal 0 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))) |
(+.f64 (*.f64 (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x)) (exp.f64 (+.f64 x x))) (*.f64 (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x)) (expm1.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) |
(+.f64 (*.f64 (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x)) (expm1.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) (*.f64 (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x)) (exp.f64 (+.f64 x x)))) |
(+.f64 (*.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) #s(literal 1 binary64)) (*.f64 (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) #s(literal 1 binary64))) |
(+.f64 (*.f64 (exp.f64 (+.f64 x x)) (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x))) (*.f64 (expm1.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x)))) |
(+.f64 (*.f64 (expm1.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x))) (*.f64 (exp.f64 (+.f64 x x)) (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) (tanh.f64 x)))) |
(exp.f64 (*.f64 (-.f64 #s(literal 0 binary64) (log.f64 (tanh.f64 x))) #s(literal -1 binary64))) |
(-.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x))))) |
(-.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) (/.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))))) |
(-.f64 #s(literal 0 binary64) (neg.f64 (tanh.f64 x))) |
(-.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64))) (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) #s(literal 2 binary64))) |
(-.f64 (/.f64 #s(literal 0 binary64) (*.f64 (cosh.f64 x) #s(literal -2 binary64))) (neg.f64 (tanh.f64 x))) |
(-.f64 (/.f64 (/.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) (*.f64 #s(literal 2 binary64) (cosh.f64 x))) (/.f64 (/.f64 (exp.f64 (*.f64 x #s(literal -3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) (*.f64 #s(literal 2 binary64) (cosh.f64 x)))) |
(-.f64 (/.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) (*.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))) (/.f64 (exp.f64 (*.f64 x #s(literal -3 binary64))) (*.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))))) |
(-.f64 (/.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x))))) |
(-.f64 (/.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x))) (pow.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) #s(literal 2 binary64))) (/.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) (pow.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) #s(literal 2 binary64)))) |
(-.f64 (/.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 3 binary64))) (fma.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 (tanh.f64 x) (tanh.f64 x)) (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64))))) (/.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) #s(literal 3 binary64)) (fma.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 (tanh.f64 x) (tanh.f64 x)) (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64)))))) |
(-.f64 (/.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64))) (/.f64 (tanh.f64 x) (tanh.f64 x))) (/.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) #s(literal 2 binary64)) (/.f64 (tanh.f64 x) (tanh.f64 x)))) |
(fma.f64 (exp.f64 x) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x))))) |
(fma.f64 (exp.f64 x) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (*.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))))) |
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(/.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64)))))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) |
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(/.f64 (-.f64 (pow.f64 (/.f64 (exp.f64 (+.f64 x x)) (*.f64 #s(literal 2 binary64) (cosh.f64 x))) #s(literal 3 binary64)) (pow.f64 (/.f64 (exp.f64 (-.f64 #s(literal 0 binary64) x)) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) #s(literal 3 binary64))) (fma.f64 (/.f64 (exp.f64 (+.f64 x x)) (*.f64 #s(literal 2 binary64) (cosh.f64 x))) (/.f64 (exp.f64 (+.f64 x x)) (*.f64 #s(literal 2 binary64) (cosh.f64 x))) (fma.f64 (/.f64 (exp.f64 (-.f64 #s(literal 0 binary64) x)) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 (exp.f64 (-.f64 #s(literal 0 binary64) x)) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (*.f64 (/.f64 (exp.f64 (+.f64 x x)) (*.f64 #s(literal 2 binary64) (cosh.f64 x))) (/.f64 (exp.f64 (-.f64 #s(literal 0 binary64) x)) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))))))) |
(/.f64 (-.f64 (*.f64 (/.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) (/.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))) (*.f64 (/.f64 (exp.f64 (*.f64 x #s(literal -3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) (/.f64 (exp.f64 (*.f64 x #s(literal -3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))))) (+.f64 (/.f64 (exp.f64 (*.f64 x #s(literal 3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) (/.f64 (exp.f64 (*.f64 x #s(literal -3 binary64))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))))) |
(/.f64 (-.f64 (*.f64 (/.f64 (exp.f64 (+.f64 x x)) (*.f64 #s(literal 2 binary64) (cosh.f64 x))) (/.f64 (exp.f64 (+.f64 x x)) (*.f64 #s(literal 2 binary64) (cosh.f64 x)))) (*.f64 (/.f64 (exp.f64 (-.f64 #s(literal 0 binary64) x)) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))) (/.f64 (exp.f64 (-.f64 #s(literal 0 binary64) x)) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))))) (fma.f64 (exp.f64 (+.f64 x x)) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (/.f64 (exp.f64 (-.f64 #s(literal 0 binary64) x)) (+.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)))))) |
(/.f64 (*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) #s(literal 2 binary64)) |
(/.f64 (*.f64 #s(literal 2 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 x))) #s(literal 2 binary64)) |
(/.f64 (*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) (+.f64 (exp.f64 (*.f64 (+.f64 x x) #s(literal 3 binary64))) (pow.f64 (expm1.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal 3 binary64)))) (-.f64 (+.f64 (exp.f64 (fma.f64 x #s(literal 2 binary64) (+.f64 x x))) (pow.f64 (expm1.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal 2 binary64))) (+.f64 #s(literal 1 binary64) (*.f64 (exp.f64 (+.f64 x x)) #s(literal -1 binary64))))) |
(/.f64 (*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) (*.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64)) (fma.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)) #s(literal 1 binary64)))) (fma.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)) #s(literal 1 binary64))) |
(/.f64 (*.f64 (-.f64 (exp.f64 (*.f64 (+.f64 x x) #s(literal 3 binary64))) (exp.f64 (*.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)) #s(literal 3 binary64)))) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x))) (+.f64 (exp.f64 (fma.f64 x #s(literal 2 binary64) (+.f64 x x))) (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))))) |
(/.f64 (*.f64 (-.f64 (exp.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) #s(literal 3 binary64))) (exp.f64 (*.f64 (*.f64 x #s(literal -3 binary64)) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))) (+.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)) #s(literal 3 binary64)))) (exp.f64 (*.f64 (+.f64 x x) #s(literal 3 binary64))))) |
(/.f64 (*.f64 (-.f64 (exp.f64 (*.f64 (+.f64 x x) #s(literal 3 binary64))) (exp.f64 (*.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) |
(/.f64 (*.f64 (*.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)))) |
(/.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) #s(literal 2 binary64)) (-.f64 #s(literal 0 binary64) (cosh.f64 x))) |
(/.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) #s(literal -1 binary64)) (*.f64 #s(literal 2 binary64) (cosh.f64 x))) |
(pow.f64 (/.f64 #s(literal 1/2 binary64) (sinh.f64 x)) #s(literal -1 binary64)) |
(*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 1 binary64)) |
(*.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) (tanh.f64 x)) |
(*.f64 #s(literal 2 binary64) (sinh.f64 x)) |
(*.f64 #s(literal 2 binary64) (neg.f64 (-.f64 #s(literal 0 binary64) (sinh.f64 x)))) |
(*.f64 (sinh.f64 x) #s(literal 2 binary64)) |
(*.f64 (cosh.f64 x) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) (cosh.f64 x))) |
(*.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 x))) |
(*.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64)) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64)))))) |
(*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))) |
(*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64)))) (*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) #s(literal 1 binary64))) |
(*.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))) |
(*.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)) (*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))))) |
(*.f64 #s(literal -1 binary64) (*.f64 (sinh.f64 x) #s(literal -2 binary64))) |
(*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x))) |
(*.f64 #s(literal -2 binary64) (-.f64 #s(literal 0 binary64) (sinh.f64 x))) |
(*.f64 (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64))))) (/.f64 #s(literal 1 binary64) (-.f64 #s(literal 0 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))))) |
(*.f64 (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) (/.f64 #s(literal -1/2 binary64) (cosh.f64 x))) |
(*.f64 (/.f64 #s(literal 1/2 binary64) (sinh.f64 x)) (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64))) |
(*.f64 (/.f64 #s(literal 1/2 binary64) (cosh.f64 x)) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) |
(*.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64))) (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64))))) |
(*.f64 (*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) #s(literal 1/2 binary64)) (/.f64 #s(literal 1 binary64) (cosh.f64 x))) |
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) |
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) (*.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64)) #s(literal 1 binary64))) |
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) #s(literal 1 binary64)) (/.f64 #s(literal 1/2 binary64) (cosh.f64 x))) |
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) (cosh.f64 x)) (sinh.f64 x)) |
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) (/.f64 #s(literal 1 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))))) |
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (cosh.f64 x)) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64)))))) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)))) |
(*.f64 (*.f64 #s(literal 1 binary64) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64)))))) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64))) |
(*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64))))) (-.f64 #s(literal 0 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64)))) |
(*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) (*.f64 (sinh.f64 x) #s(literal -2 binary64))) |
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))))) (*.f64 (sinh.f64 x) #s(literal -2 binary64))) |
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) (cosh.f64 (*.f64 x #s(literal 3 binary64)))))) (-.f64 #s(literal 0 binary64) (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal -1 binary64)))) |
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64)))) (+.f64 (exp.f64 (*.f64 (+.f64 x x) #s(literal 3 binary64))) (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 3 binary64)))) (+.f64 (exp.f64 (fma.f64 x #s(literal 2 binary64) (+.f64 x x))) (-.f64 (pow.f64 (+.f64 #s(literal 1 binary64) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 2 binary64)) (fma.f64 #s(literal 1 binary64) (exp.f64 (+.f64 x x)) #s(literal 1 binary64))))) |
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (*.f64 x #s(literal 3 binary64)))) (*.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (+.f64 x x)) #s(literal 1 binary64)) (-.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) #s(literal 1 binary64)))) (-.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) #s(literal 1 binary64))) |
(*.f64 (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) #s(literal 1/2 binary64))) (sinh.f64 x)) |
(exp.f64 x) |
(/.f64 (exp.f64 x) #s(literal 1 binary64)) |
(/.f64 #s(literal 1 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x))) |
(/.f64 (-.f64 #s(literal 0 binary64) (exp.f64 x)) #s(literal -1 binary64)) |
(*.f64 (exp.f64 x) #s(literal 1 binary64)) |
(*.f64 #s(literal 1 binary64) (exp.f64 x)) |
(exp.f64 (-.f64 #s(literal 0 binary64) x)) |
(exp.f64 (*.f64 (log.f64 (exp.f64 #s(literal -1 binary64))) x)) |
(-.f64 #s(literal 0 binary64) (-.f64 #s(literal 0 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(neg.f64 (-.f64 #s(literal 0 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/.f64 #s(literal 1 binary64) (exp.f64 x)) |
(/.f64 #s(literal 1 binary64) (neg.f64 (-.f64 #s(literal 0 binary64) (exp.f64 x)))) |
(/.f64 #s(literal -1 binary64) (-.f64 #s(literal 0 binary64) (exp.f64 x))) |
(pow.f64 (exp.f64 x) #s(literal -1 binary64)) |
(pow.f64 (exp.f64 #s(literal -1 binary64)) x) |
(*.f64 (exp.f64 (-.f64 #s(literal 0 binary64) x)) #s(literal 1 binary64)) |
(*.f64 #s(literal 1 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x))) |
(*.f64 #s(literal -1 binary64) (-.f64 #s(literal 0 binary64) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(*.f64 (pow.f64 (exp.f64 x) #s(literal -1/2 binary64)) (pow.f64 (exp.f64 x) #s(literal -1/2 binary64))) |
(*.f64 (pow.f64 (exp.f64 #s(literal -1 binary64)) (/.f64 x #s(literal 2 binary64))) (pow.f64 (exp.f64 #s(literal -1 binary64)) (/.f64 x #s(literal 2 binary64)))) |
| 1× | egg-herbie |
| 13 776× | accelerator-lowering-fma.f32 |
| 13 776× | accelerator-lowering-fma.f64 |
| 3 650× | *-lowering-*.f32 |
| 3 650× | *-lowering-*.f64 |
| 2 770× | +-lowering-+.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 77 | 339 |
| 1 | 220 | 338 |
| 2 | 490 | 332 |
| 3 | 1295 | 332 |
| 4 | 2170 | 332 |
| 5 | 3645 | 332 |
| 6 | 4343 | 332 |
| 7 | 5854 | 332 |
| 8 | 7984 | 332 |
| 0 | 8018 | 310 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3)))) |
(* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3)))) |
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x)))) |
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x)))) |
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x)))) |
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x)))) |
(* 2 x) |
(* x (+ 2 (* 1/3 (pow x 2)))) |
(* x (+ 2 (* (pow x 2) (+ 1/3 (* 1/60 (pow x 2)))))) |
(* x (+ 2 (* (pow x 2) (+ 1/3 (* (pow x 2) (+ 1/60 (* 1/2520 (pow x 2)))))))) |
(- (exp x) (exp (neg x))) |
(- (exp x) (exp (neg x))) |
(- (exp x) (exp (neg x))) |
(- (exp x) (exp (neg x))) |
(- (exp x) (exp (* -1 x))) |
(- (exp x) (exp (* -1 x))) |
(- (exp x) (exp (* -1 x))) |
(- (exp x) (exp (* -1 x))) |
1 |
(+ 1 x) |
(+ 1 (* x (+ 1 (* 1/2 x)))) |
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x)))))) |
(exp x) |
(exp x) |
(exp x) |
(exp x) |
(exp x) |
(exp x) |
(exp x) |
(exp x) |
1 |
(+ 1 (* -1 x)) |
(+ 1 (* x (- (* 1/2 x) 1))) |
(+ 1 (* x (- (* x (+ 1/2 (* -1/6 x))) 1))) |
(exp (neg x)) |
(exp (neg x)) |
(exp (neg x)) |
(exp (neg x)) |
(exp (* -1 x)) |
(exp (* -1 x)) |
(exp (* -1 x)) |
(exp (* -1 x)) |
| Outputs |
|---|
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3)))) |
(fma.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) #s(literal 2/15 binary64) #s(literal -1/3 binary64))) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3)))) |
(fma.f64 x (fma.f64 x (*.f64 x (fma.f64 x (*.f64 x (fma.f64 x (*.f64 x #s(literal -17/315 binary64)) #s(literal 2/15 binary64))) #s(literal -1/3 binary64))) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (exp (neg x))) (+ (exp x) (exp (neg x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (exp (* -1 x))) (+ (exp x) (exp (* -1 x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(* 2 x) |
(+.f64 x x) |
(* x (+ 2 (* 1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 x (*.f64 x #s(literal 1/3 binary64)) #s(literal 2 binary64)) #s(literal 0 binary64)) |
(* x (+ 2 (* (pow x 2) (+ 1/3 (* 1/60 (pow x 2)))))) |
(fma.f64 x (fma.f64 (*.f64 x x) (fma.f64 x (*.f64 x #s(literal 1/60 binary64)) #s(literal 1/3 binary64)) #s(literal 2 binary64)) #s(literal 0 binary64)) |
(* x (+ 2 (* (pow x 2) (+ 1/3 (* (pow x 2) (+ 1/60 (* 1/2520 (pow x 2)))))))) |
(fma.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal 1/2520 binary64) #s(literal 1/60 binary64)) #s(literal 1/3 binary64))) #s(literal 2 binary64)) #s(literal 0 binary64)) |
(- (exp x) (exp (neg x))) |
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) |
(- (exp x) (exp (neg x))) |
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) |
(- (exp x) (exp (neg x))) |
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) |
(- (exp x) (exp (neg x))) |
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) |
(- (exp x) (exp (* -1 x))) |
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) |
(- (exp x) (exp (* -1 x))) |
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) |
(- (exp x) (exp (* -1 x))) |
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) |
(- (exp x) (exp (* -1 x))) |
(-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) |
1 |
#s(literal 1 binary64) |
(+ 1 x) |
(+.f64 x #s(literal 1 binary64)) |
(+ 1 (* x (+ 1 (* 1/2 x)))) |
(fma.f64 x (fma.f64 x #s(literal 1/2 binary64) #s(literal 1 binary64)) #s(literal 1 binary64)) |
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x)))))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal 1/6 binary64) #s(literal 1/2 binary64)) #s(literal 1 binary64)) #s(literal 1 binary64)) |
(exp x) |
(exp.f64 x) |
(exp x) |
(exp.f64 x) |
(exp x) |
(exp.f64 x) |
(exp x) |
(exp.f64 x) |
(exp x) |
(exp.f64 x) |
(exp x) |
(exp.f64 x) |
(exp x) |
(exp.f64 x) |
(exp x) |
(exp.f64 x) |
1 |
#s(literal 1 binary64) |
(+ 1 (* -1 x)) |
(-.f64 #s(literal 1 binary64) x) |
(+ 1 (* x (- (* 1/2 x) 1))) |
(fma.f64 x (fma.f64 x #s(literal 1/2 binary64) #s(literal -1 binary64)) #s(literal 1 binary64)) |
(+ 1 (* x (- (* x (+ 1/2 (* -1/6 x))) 1))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/6 binary64) #s(literal 1/2 binary64)) #s(literal -1 binary64)) #s(literal 1 binary64)) |
(exp (neg x)) |
(exp.f64 (-.f64 #s(literal 0 binary64) x)) |
(exp (neg x)) |
(exp.f64 (-.f64 #s(literal 0 binary64) x)) |
(exp (neg x)) |
(exp.f64 (-.f64 #s(literal 0 binary64) x)) |
(exp (neg x)) |
(exp.f64 (-.f64 #s(literal 0 binary64) x)) |
(exp (* -1 x)) |
(exp.f64 (-.f64 #s(literal 0 binary64) x)) |
(exp (* -1 x)) |
(exp.f64 (-.f64 #s(literal 0 binary64) x)) |
(exp (* -1 x)) |
(exp.f64 (-.f64 #s(literal 0 binary64) x)) |
(exp (* -1 x)) |
(exp.f64 (-.f64 #s(literal 0 binary64) x)) |
Compiled 13 900 to 1 359 computations (90.2% saved)
4 alts after pruning (4 fresh and 0 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 587 | 4 | 591 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 0 | 1 |
| Done | 0 | 0 | 0 |
| Total | 588 | 4 | 592 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 98.1% | (fma.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
| ▶ | 54.2% | (/.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) |
| ▶ | 100.0% | (tanh.f64 x) |
| ▶ | 98.1% | x |
Compiled 29 to 19 computations (34.5% saved)
| 1× | egg-herbie |
Found 8 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| ✓ | cost-diff | -64 | (*.f64 x #s(literal -1/3 binary64)) |
| ✓ | cost-diff | 0 | (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) |
| ✓ | cost-diff | 0 | (fma.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
| ✓ | cost-diff | 0 | (sinh.f64 (+.f64 x x)) |
| ✓ | cost-diff | 0 | (sinh.f64 x) |
| ✓ | cost-diff | 0 | (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) |
| ✓ | cost-diff | 14208 | (/.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) |
| ✓ | cost-diff | 0 | (tanh.f64 x) |
| 4 218× | accelerator-lowering-fma.f32 |
| 4 218× | accelerator-lowering-fma.f64 |
| 3 938× | *-lowering-*.f32 |
| 3 938× | *-lowering-*.f64 |
| 2 272× | +-lowering-+.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 18 | 67 |
| 1 | 61 | 67 |
| 2 | 156 | 64 |
| 3 | 430 | 64 |
| 4 | 1496 | 64 |
| 5 | 4272 | 56 |
| 6 | 7376 | 56 |
| 0 | 8168 | 54 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
x |
(tanh x) |
x |
(/ (pow (* 2 (sinh x)) 2) (* 2 (sinh (+ x x)))) |
(pow (* 2 (sinh x)) 2) |
(* 2 (sinh x)) |
2 |
(sinh x) |
x |
(* 2 (sinh (+ x x))) |
(sinh (+ x x)) |
(+ x x) |
(+ (* x (+ (* x (* x -1/3)) 1)) 0) |
x |
(+ (* x (* x -1/3)) 1) |
(* x -1/3) |
-1/3 |
1 |
0 |
| Outputs |
|---|
x |
(tanh x) |
(tanh.f64 x) |
x |
(/ (pow (* 2 (sinh x)) 2) (* 2 (sinh (+ x x)))) |
(*.f64 (tanh.f64 x) #s(literal 1 binary64)) |
(pow (* 2 (sinh x)) 2) |
(pow.f64 (fma.f64 #s(literal 2 binary64) (sinh.f64 x) #s(literal 0 binary64)) #s(literal 2 binary64)) |
(* 2 (sinh x)) |
(fma.f64 #s(literal 2 binary64) (sinh.f64 x) #s(literal 0 binary64)) |
2 |
#s(literal 2 binary64) |
(sinh x) |
(sinh.f64 x) |
x |
(* 2 (sinh (+ x x))) |
(fma.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)) #s(literal 0 binary64)) |
(sinh (+ x x)) |
(sinh.f64 (+.f64 x x)) |
(+ x x) |
(+.f64 x x) |
(+ (* x (+ (* x (* x -1/3)) 1)) 0) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
x |
(+ (* x (* x -1/3)) 1) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) |
(* x -1/3) |
(fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) |
-1/3 |
#s(literal -1/3 binary64) |
1 |
#s(literal 1 binary64) |
0 |
#s(literal 0 binary64) |
Found 8 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| ✓ | accuracy | 100.0% | (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) |
| ✓ | accuracy | 100.0% | (fma.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
| ✓ | accuracy | 99.5% | (*.f64 x #s(literal -1/3 binary64)) |
| ✓ | accuracy | 100.0% | (sinh.f64 x) |
| ✓ | accuracy | 100.0% | (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) |
| ✓ | accuracy | 100.0% | (sinh.f64 (+.f64 x x)) |
| ✓ | accuracy | 54.3% | (/.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) |
| ✓ | accuracy | 100.0% | (tanh.f64 x) |
| 39.0ms | 256× | 0 | valid |
Compiled 68 to 20 computations (70.6% saved)
ival-mult: 8.0ms (28.3% of total)ival-div: 5.0ms (17.7% of total)const: 5.0ms (17.7% of total)ival-add: 3.0ms (10.6% of total)ival-tanh: 3.0ms (10.6% of total)ival-sinh: 2.0ms (7.1% of total)ival-pow2: 2.0ms (7.1% of total)ival-assert: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)| Inputs |
|---|
#<alt (tanh x)> |
#<alt (/ (pow (* 2 (sinh x)) 2) (* 2 (sinh (+ x x))))> |
#<alt (pow (* 2 (sinh x)) 2)> |
#<alt (sinh x)> |
#<alt (sinh (+ x x))> |
#<alt (+ (* x (+ (* x (* x -1/3)) 1)) 0)> |
#<alt (+ (* x (* x -1/3)) 1)> |
#<alt (* x -1/3)> |
| Outputs |
|---|
#<alt x> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3))))> |
#<alt (* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3))))> |
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))> |
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))> |
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))> |
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))> |
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))> |
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))> |
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))> |
#<alt (/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x))))> |
#<alt x> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3))))> |
#<alt (* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3))))> |
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))> |
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))> |
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))> |
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))> |
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))> |
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))> |
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))> |
#<alt (/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))> |
#<alt (* 4 (pow x 2))> |
#<alt (* (pow x 2) (+ 4 (* 4/3 (pow x 2))))> |
#<alt (* (pow x 2) (+ 4 (* (pow x 2) (+ 4/3 (* 8/45 (pow x 2))))))> |
#<alt (* (pow x 2) (+ 4 (* (pow x 2) (+ 4/3 (* (pow x 2) (+ 8/45 (* 4/315 (pow x 2))))))))> |
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)> |
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)> |
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)> |
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)> |
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)> |
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)> |
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)> |
#<alt (pow (- (exp x) (/ 1 (exp x))) 2)> |
#<alt x> |
#<alt (* x (+ 1 (* 1/6 (pow x 2))))> |
#<alt (* x (+ 1 (* (pow x 2) (+ 1/6 (* 1/120 (pow x 2))))))> |
#<alt (* x (+ 1 (* (pow x 2) (+ 1/6 (* (pow x 2) (+ 1/120 (* 1/5040 (pow x 2))))))))> |
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))> |
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))> |
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))> |
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))> |
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))> |
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))> |
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))> |
#<alt (* 1/2 (- (exp x) (/ 1 (exp x))))> |
#<alt (* 2 x)> |
#<alt (* x (+ 2 (* 4/3 (pow x 2))))> |
#<alt (* x (+ 2 (* (pow x 2) (+ 4/3 (* 4/15 (pow x 2))))))> |
#<alt (* x (+ 2 (* (pow x 2) (+ 4/3 (* (pow x 2) (+ 4/15 (* 8/315 (pow x 2))))))))> |
#<alt (* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))> |
#<alt (* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))> |
#<alt (* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))> |
#<alt (* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x)))))> |
#<alt (* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))> |
#<alt (* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))> |
#<alt (* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))> |
#<alt (* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x))))))> |
#<alt x> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* -1/3 (pow x 3))> |
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* -1/3 (pow x 3))> |
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))> |
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))> |
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))> |
#<alt 1> |
#<alt (+ 1 (* -1/3 (pow x 2)))> |
#<alt (+ 1 (* -1/3 (pow x 2)))> |
#<alt (+ 1 (* -1/3 (pow x 2)))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* -1/3 x)> |
#<alt (* -1/3 x)> |
#<alt (* -1/3 x)> |
#<alt (* -1/3 x)> |
#<alt (* -1/3 x)> |
#<alt (* -1/3 x)> |
#<alt (* -1/3 x)> |
#<alt (* -1/3 x)> |
#<alt (* -1/3 x)> |
#<alt (* -1/3 x)> |
#<alt (* -1/3 x)> |
#<alt (* -1/3 x)> |
24 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 3.0ms | x | @ | inf | (/ (pow (* 2 (sinh x)) 2) (* 2 (sinh (+ x x)))) |
| 3.0ms | x | @ | 0 | (+ (* x (+ (* x (* x -1/3)) 1)) 0) |
| 3.0ms | x | @ | -inf | (/ (pow (* 2 (sinh x)) 2) (* 2 (sinh (+ x x)))) |
| 2.0ms | x | @ | -inf | (tanh x) |
| 1.0ms | x | @ | inf | (tanh x) |
| 1× | batch-egg-rewrite |
| 58× | *-lowering-*.f32 |
| 58× | *-lowering-*.f64 |
| 36× | /-lowering-/.f32 |
| 36× | /-lowering-/.f64 |
| 34× | +-lowering-+.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 18 | 46 |
| 0 | 114 | 44 |
| 1× | iter limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | unsound |
| Inputs |
|---|
(tanh x) |
(/ (pow (* 2 (sinh x)) 2) (* 2 (sinh (+ x x)))) |
(pow (* 2 (sinh x)) 2) |
(sinh x) |
(sinh (+ x x)) |
(+ (* x (+ (* x (* x -1/3)) 1)) 0) |
(+ (* x (* x -1/3)) 1) |
(* x -1/3) |
| Outputs |
|---|
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))) |
(/.f64 (expm1.f64 (+.f64 x x)) (+.f64 (exp.f64 (+.f64 x x)) #s(literal 1 binary64))) |
(/.f64 (-.f64 #s(literal 1 binary64) (exp.f64 (*.f64 #s(literal -2 binary64) x))) (+.f64 #s(literal 1 binary64) (exp.f64 (*.f64 #s(literal -2 binary64) x)))) |
(tanh.f64 x) |
(/.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) |
(/.f64 #s(literal 1 binary64) (/.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))) (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)))) |
(/.f64 (neg.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64))) (neg.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))))) |
(/.f64 (/.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) #s(literal 2 binary64)) (sinh.f64 (+.f64 x x))) |
(*.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x))))) |
(exp.f64 (*.f64 (log.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x))) #s(literal 2 binary64))) |
(pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) |
(*.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) (*.f64 #s(literal 2 binary64) (sinh.f64 x))) |
(*.f64 #s(literal 4 binary64) (pow.f64 (sinh.f64 x) #s(literal 2 binary64))) |
(*.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 1 binary64)) (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 1 binary64))) |
(sinh.f64 x) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) #s(literal 2 binary64)) |
(+.f64 (*.f64 (sinh.f64 x) (cosh.f64 x)) (*.f64 (cosh.f64 x) (sinh.f64 x))) |
(fma.f64 (sinh.f64 x) (cosh.f64 x) (*.f64 (cosh.f64 x) (sinh.f64 x))) |
(sinh.f64 (+.f64 x x)) |
(/.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (neg.f64 (+.f64 x x)))) #s(literal 2 binary64)) |
(+.f64 (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(+.f64 #s(literal 0 binary64) (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64))) |
(+.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (*.f64 x #s(literal 1 binary64))) |
(+.f64 (*.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x) (*.f64 #s(literal 1 binary64) x)) |
(fma.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) (*.f64 x #s(literal 1 binary64))) |
(fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x (*.f64 #s(literal 1 binary64) x)) |
(fma.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x #s(literal 0 binary64)) |
(/.f64 (+.f64 (pow.f64 (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) #s(literal 3 binary64)) #s(literal 0 binary64)) (fma.f64 (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64))))) |
(/.f64 (-.f64 (*.f64 (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64))) #s(literal 0 binary64)) (-.f64 (fma.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64))) |
(*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64))) |
(*.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x) |
(+.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64)) |
(+.f64 #s(literal 1 binary64) (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) |
(fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) |
(fma.f64 (*.f64 x #s(literal -1/3 binary64)) x #s(literal 1 binary64)) |
(fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) |
(/.f64 (+.f64 (pow.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) (-.f64 #s(literal 1 binary64) (*.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64))))) |
(/.f64 (-.f64 (*.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) #s(literal 1 binary64)) (-.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64))) |
(*.f64 x #s(literal -1/3 binary64)) |
(*.f64 #s(literal -1/3 binary64) x) |
| 1× | egg-herbie |
| 21 480× | accelerator-lowering-fma.f32 |
| 21 480× | accelerator-lowering-fma.f64 |
| 5 562× | *-lowering-*.f32 |
| 5 562× | *-lowering-*.f64 |
| 2 790× | +-lowering-+.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 111 | 924 |
| 1 | 327 | 872 |
| 2 | 900 | 872 |
| 3 | 2726 | 872 |
| 4 | 6338 | 872 |
| 0 | 8245 | 824 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3)))) |
(* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3)))) |
(* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3)))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(* 4 (pow x 2)) |
(* (pow x 2) (+ 4 (* 4/3 (pow x 2)))) |
(* (pow x 2) (+ 4 (* (pow x 2) (+ 4/3 (* 8/45 (pow x 2)))))) |
(* (pow x 2) (+ 4 (* (pow x 2) (+ 4/3 (* (pow x 2) (+ 8/45 (* 4/315 (pow x 2)))))))) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
x |
(* x (+ 1 (* 1/6 (pow x 2)))) |
(* x (+ 1 (* (pow x 2) (+ 1/6 (* 1/120 (pow x 2)))))) |
(* x (+ 1 (* (pow x 2) (+ 1/6 (* (pow x 2) (+ 1/120 (* 1/5040 (pow x 2)))))))) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(* 2 x) |
(* x (+ 2 (* 4/3 (pow x 2)))) |
(* x (+ 2 (* (pow x 2) (+ 4/3 (* 4/15 (pow x 2)))))) |
(* x (+ 2 (* (pow x 2) (+ 4/3 (* (pow x 2) (+ 4/15 (* 8/315 (pow x 2)))))))) |
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* -1/3 (pow x 3)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(* -1/3 (pow x 3)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
1 |
(+ 1 (* -1/3 (pow x 2))) |
(+ 1 (* -1/3 (pow x 2))) |
(+ 1 (* -1/3 (pow x 2))) |
(* -1/3 (pow x 2)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(* -1/3 (pow x 2)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(* -1/3 x) |
(* -1/3 x) |
(* -1/3 x) |
(* -1/3 x) |
(* -1/3 x) |
(* -1/3 x) |
(* -1/3 x) |
(* -1/3 x) |
(* -1/3 x) |
(* -1/3 x) |
(* -1/3 x) |
(* -1/3 x) |
| Outputs |
|---|
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3)))) |
(*.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) #s(literal 2/15 binary64) #s(literal -1/3 binary64))) #s(literal 1 binary64))) |
(* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3)))) |
(*.f64 x (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal -17/315 binary64) #s(literal 2/15 binary64)) #s(literal -1/3 binary64)) #s(literal 1 binary64))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
(/ (- (exp x) (/ 1 (exp x))) (+ (exp x) (/ 1 (exp x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) (+.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x)))) |
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* x (+ 1 (* (pow x 2) (- (* 2/15 (pow x 2)) 1/3)))) |
(*.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) #s(literal 2/15 binary64) #s(literal -1/3 binary64))) #s(literal 1 binary64))) |
(* x (+ 1 (* (pow x 2) (- (* (pow x 2) (+ 2/15 (* -17/315 (pow x 2)))) 1/3)))) |
(*.f64 x (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal -17/315 binary64) #s(literal 2/15 binary64)) #s(literal -1/3 binary64)) #s(literal 1 binary64))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) |
(/ (pow (- (exp x) (/ 1 (exp x))) 2) (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(/.f64 (+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))))) |
(* 4 (pow x 2)) |
(*.f64 x (*.f64 x #s(literal 4 binary64))) |
(* (pow x 2) (+ 4 (* 4/3 (pow x 2)))) |
(*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal 4/3 binary64) #s(literal 4 binary64))) |
(* (pow x 2) (+ 4 (* (pow x 2) (+ 4/3 (* 8/45 (pow x 2)))))) |
(*.f64 (*.f64 x x) (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) #s(literal 8/45 binary64) #s(literal 4/3 binary64))) #s(literal 4 binary64))) |
(* (pow x 2) (+ 4 (* (pow x 2) (+ 4/3 (* (pow x 2) (+ 8/45 (* 4/315 (pow x 2)))))))) |
(*.f64 x (*.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal 4/315 binary64) #s(literal 8/45 binary64)) #s(literal 4/3 binary64))) #s(literal 4 binary64)))) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) |
(pow (- (exp x) (/ 1 (exp x))) 2) |
(+.f64 (exp.f64 (+.f64 x x)) (+.f64 #s(literal -1 binary64) (+.f64 (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64))) #s(literal -1 binary64)))) |
x |
(* x (+ 1 (* 1/6 (pow x 2)))) |
(*.f64 x (fma.f64 x (*.f64 x #s(literal 1/6 binary64)) #s(literal 1 binary64))) |
(* x (+ 1 (* (pow x 2) (+ 1/6 (* 1/120 (pow x 2)))))) |
(*.f64 x (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal 1/120 binary64) #s(literal 1/6 binary64)) #s(literal 1 binary64))) |
(* x (+ 1 (* (pow x 2) (+ 1/6 (* (pow x 2) (+ 1/120 (* 1/5040 (pow x 2)))))))) |
(*.f64 x (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (fma.f64 x (*.f64 x #s(literal 1/5040 binary64)) #s(literal 1/120 binary64)) #s(literal 1/6 binary64)) #s(literal 1 binary64))) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp x) (/ 1 (exp x)))) |
(*.f64 (-.f64 (exp.f64 x) (exp.f64 (-.f64 #s(literal 0 binary64) x))) #s(literal 1/2 binary64)) |
(* 2 x) |
(+.f64 x x) |
(* x (+ 2 (* 4/3 (pow x 2)))) |
(fma.f64 x (fma.f64 x (*.f64 x #s(literal 4/3 binary64)) #s(literal 2 binary64)) #s(literal 0 binary64)) |
(* x (+ 2 (* (pow x 2) (+ 4/3 (* 4/15 (pow x 2)))))) |
(fma.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) #s(literal 4/15 binary64) #s(literal 4/3 binary64))) #s(literal 2 binary64)) #s(literal 0 binary64)) |
(* x (+ 2 (* (pow x 2) (+ 4/3 (* (pow x 2) (+ 4/15 (* 8/315 (pow x 2)))))))) |
(fma.f64 x (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) (fma.f64 x (*.f64 x #s(literal 8/315 binary64)) #s(literal 4/15 binary64)) #s(literal 4/3 binary64))) #s(literal 2 binary64)) #s(literal 0 binary64)) |
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp (* 2 x)) (/ 1 (exp (* 2 x))))) |
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64)) |
(* 1/2 (- (exp (neg (* -2 x))) (/ 1 (exp (neg (* -2 x)))))) |
(*.f64 (-.f64 (exp.f64 (+.f64 x x)) (exp.f64 (fma.f64 x #s(literal -2 binary64) #s(literal 0 binary64)))) #s(literal 1/2 binary64)) |
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 3)) |
(fma.f64 x (*.f64 #s(literal -1/3 binary64) (*.f64 x x)) #s(literal 0 binary64)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 3)) |
(fma.f64 x (*.f64 #s(literal -1/3 binary64) (*.f64 x x)) #s(literal 0 binary64)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) #s(literal 0 binary64)) |
1 |
#s(literal 1 binary64) |
(+ 1 (* -1/3 (pow x 2))) |
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) |
(+ 1 (* -1/3 (pow x 2))) |
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) |
(+ 1 (* -1/3 (pow x 2))) |
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) |
(* -1/3 (pow x 2)) |
(*.f64 #s(literal -1/3 binary64) (*.f64 x x)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) |
(* -1/3 (pow x 2)) |
(*.f64 #s(literal -1/3 binary64) (*.f64 x x)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 #s(literal -1/3 binary64) (*.f64 x x) #s(literal 1 binary64)) |
(* -1/3 x) |
(*.f64 x #s(literal -1/3 binary64)) |
(* -1/3 x) |
(*.f64 x #s(literal -1/3 binary64)) |
(* -1/3 x) |
(*.f64 x #s(literal -1/3 binary64)) |
(* -1/3 x) |
(*.f64 x #s(literal -1/3 binary64)) |
(* -1/3 x) |
(*.f64 x #s(literal -1/3 binary64)) |
(* -1/3 x) |
(*.f64 x #s(literal -1/3 binary64)) |
(* -1/3 x) |
(*.f64 x #s(literal -1/3 binary64)) |
(* -1/3 x) |
(*.f64 x #s(literal -1/3 binary64)) |
(* -1/3 x) |
(*.f64 x #s(literal -1/3 binary64)) |
(* -1/3 x) |
(*.f64 x #s(literal -1/3 binary64)) |
(* -1/3 x) |
(*.f64 x #s(literal -1/3 binary64)) |
(* -1/3 x) |
(*.f64 x #s(literal -1/3 binary64)) |
Compiled 2 040 to 229 computations (88.8% saved)
4 alts after pruning (2 fresh and 2 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 135 | 2 | 137 |
| Fresh | 0 | 0 | 0 |
| Picked | 2 | 2 | 4 |
| Done | 0 | 0 | 0 |
| Total | 137 | 4 | 141 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 98.1% | (fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x (*.f64 #s(literal 1 binary64) x)) |
| ▶ | 98.1% | (*.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x) |
| ✓ | 100.0% | (tanh.f64 x) |
| ✓ | 98.1% | x |
Compiled 25 to 16 computations (36% saved)
| 1× | egg-herbie |
Found 7 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| ✓ | cost-diff | 0 | (*.f64 x x) |
| ✓ | cost-diff | 0 | (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) |
| ✓ | cost-diff | 0 | (fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x (*.f64 #s(literal 1 binary64) x)) |
| ✓ | cost-diff | 320 | (*.f64 #s(literal 1 binary64) x) |
| ✓ | cost-diff | 0 | (*.f64 x x) |
| ✓ | cost-diff | 0 | (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) |
| ✓ | cost-diff | 0 | (*.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x) |
| 66× | *-lowering-*.f32 |
| 66× | *-lowering-*.f64 |
| 32× | accelerator-lowering-fma.f32 |
| 32× | accelerator-lowering-fma.f64 |
| 26× | associate-*r* |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 10 | 43 |
| 1 | 23 | 43 |
| 2 | 53 | 39 |
| 3 | 60 | 39 |
| 4 | 61 | 39 |
| 0 | 61 | 36 |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(* (+ (* (* x x) -1/3) 1) x) |
(+ (* (* x x) -1/3) 1) |
(* x x) |
x |
-1/3 |
1 |
(+ (* (* (* x x) -1/3) x) (* 1 x)) |
(* (* x x) -1/3) |
(* x x) |
x |
-1/3 |
(* 1 x) |
1 |
| Outputs |
|---|
(* (+ (* (* x x) -1/3) 1) x) |
(*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64))) |
(+ (* (* x x) -1/3) 1) |
(fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) |
(* x x) |
(*.f64 x x) |
x |
-1/3 |
#s(literal -1/3 binary64) |
1 |
#s(literal 1 binary64) |
(+ (* (* (* x x) -1/3) x) (* 1 x)) |
(*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64))) |
(* (* x x) -1/3) |
(*.f64 (*.f64 x x) #s(literal -1/3 binary64)) |
(* x x) |
(*.f64 x x) |
x |
-1/3 |
#s(literal -1/3 binary64) |
(* 1 x) |
x |
1 |
#s(literal 1 binary64) |
Found 7 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| ✓ | accuracy | 100.0% | (*.f64 x x) |
| ✓ | accuracy | 100.0% | (*.f64 #s(literal 1 binary64) x) |
| ✓ | accuracy | 100.0% | (fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x (*.f64 #s(literal 1 binary64) x)) |
| ✓ | accuracy | 99.7% | (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) |
| ✓ | accuracy | 100.0% | (*.f64 x x) |
| ✓ | accuracy | 100.0% | (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) |
| ✓ | accuracy | 100.0% | (*.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x) |
| 27.0ms | 256× | 0 | valid |
Compiled 46 to 12 computations (73.9% saved)
ival-mult: 8.0ms (57.2% of total)const: 4.0ms (28.6% of total)ival-add: 2.0ms (14.3% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#<alt (* (+ (* (* x x) -1/3) 1) x)> |
#<alt (+ (* (* x x) -1/3) 1)> |
#<alt (* x x)> |
#<alt (* 1 x)> |
#<alt (+ (* (* (* x x) -1/3) x) (* 1 x))> |
#<alt (* (* x x) -1/3)> |
| Outputs |
|---|
#<alt x> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* -1/3 (pow x 3))> |
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* -1/3 (pow x 3))> |
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))> |
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))> |
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))> |
#<alt 1> |
#<alt (+ 1 (* -1/3 (pow x 2)))> |
#<alt (+ 1 (* -1/3 (pow x 2)))> |
#<alt (+ 1 (* -1/3 (pow x 2)))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 2) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt x> |
#<alt x> |
#<alt x> |
#<alt x> |
#<alt x> |
#<alt x> |
#<alt x> |
#<alt x> |
#<alt x> |
#<alt x> |
#<alt x> |
#<alt x> |
#<alt x> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* -1/3 (pow x 3))> |
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* -1/3 (pow x 3))> |
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))> |
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))> |
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
18 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | x | @ | -inf | (* 1 x) |
| 0.0ms | x | @ | inf | (+ (* (* (* x x) -1/3) x) (* 1 x)) |
| 0.0ms | x | @ | inf | (* (* x x) -1/3) |
| 0.0ms | x | @ | 0 | (* x x) |
| 0.0ms | x | @ | inf | (* x x) |
| 1× | batch-egg-rewrite |
| 6 520× | accelerator-lowering-fma.f32 |
| 6 520× | accelerator-lowering-fma.f64 |
| 4 392× | /-lowering-/.f32 |
| 4 392× | /-lowering-/.f64 |
| 4 176× | *-lowering-*.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 10 | 34 |
| 1 | 53 | 30 |
| 2 | 350 | 30 |
| 3 | 3291 | 30 |
| 0 | 8782 | 27 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(* (+ (* (* x x) -1/3) 1) x) |
(+ (* (* x x) -1/3) 1) |
(* x x) |
(* 1 x) |
(+ (* (* (* x x) -1/3) x) (* 1 x)) |
(* (* x x) -1/3) |
| Outputs |
|---|
(+.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))) |
(+.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) |
(+.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (/.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64)))) (neg.f64 (/.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64))))) |
(exp.f64 (*.f64 (log.f64 (/.f64 #s(literal 1 binary64) (*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64))))) #s(literal -1 binary64))) |
(-.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (/.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64)))) (/.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64)))) |
(-.f64 (/.f64 (*.f64 x x) (*.f64 x (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)))) (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64))))) |
(-.f64 (/.f64 (/.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64))))) (*.f64 (*.f64 x (*.f64 x x)) (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal -1 binary64)))) (fma.f64 x x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (-.f64 (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1/3 binary64)))))) (/.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal -1 binary64)))) (fma.f64 x x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (-.f64 (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1/3 binary64))))))) |
(-.f64 (/.f64 (/.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64))))) (fma.f64 (*.f64 (*.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/81 binary64)) (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)))))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64)))) (/.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (fma.f64 (*.f64 (*.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/81 binary64)) (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)))))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64))))) |
(-.f64 (/.f64 (/.f64 (*.f64 (*.f64 (*.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/81 binary64)) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64)))) (/.f64 (/.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal -1 binary64))))) |
(-.f64 (/.f64 #s(literal 0 binary64) (-.f64 #s(literal 0 binary64) (fma.f64 x x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (-.f64 (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1/3 binary64))))))) (/.f64 (*.f64 (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (-.f64 #s(literal 0 binary64) (fma.f64 x x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (-.f64 (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1/3 binary64)))))))) |
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(*.f64 (/.f64 (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64))) (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64)))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)))) |
(*.f64 (/.f64 (*.f64 (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)) (*.f64 (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)) (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64))))) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64))))))) (fma.f64 (*.f64 (*.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/81 binary64)) (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64))) (-.f64 (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64))) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))))))) |
(*.f64 (/.f64 (*.f64 (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (*.f64 (fma.f64 x x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (-.f64 (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1/3 binary64))))) (*.f64 x (-.f64 (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64))))))) (*.f64 x (-.f64 (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (*.f64 x (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)))))) |
(*.f64 (/.f64 (*.f64 (*.f64 x x) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64))) (*.f64 (*.f64 x (*.f64 x x)) (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal -1 binary64)))) (fma.f64 x (*.f64 x (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64))) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))))) |
(*.f64 (/.f64 (*.f64 x (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64))) (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64))) (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64))) |
(*.f64 (/.f64 (*.f64 x (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64))) (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal -1 binary64))) (fma.f64 (*.f64 x x) (fma.f64 (*.f64 x x) #s(literal 1/9 binary64) #s(literal -1/3 binary64)) #s(literal 1 binary64))) |
(*.f64 (/.f64 (*.f64 x (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal 1 binary64))) (fma.f64 (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)) (*.f64 (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)) (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64))) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64)))))) (fma.f64 (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)) (-.f64 (fma.f64 (*.f64 x x) #s(literal 1/3 binary64) #s(literal 1 binary64)) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (*.f64 (*.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/81 binary64)))) |
(*.f64 (/.f64 (*.f64 x (fma.f64 (*.f64 x x) (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64))) #s(literal 1 binary64))) (*.f64 (fma.f64 (*.f64 x x) (-.f64 (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1/3 binary64)) #s(literal 1 binary64)) (+.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64)) (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))) (+.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64)) (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))) |
(exp.f64 (log.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))) |
(exp.f64 (*.f64 (log.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) #s(literal 1 binary64))) |
(pow.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64)) |
(*.f64 x (*.f64 x #s(literal -1/3 binary64))) |
(*.f64 x (exp.f64 (log.f64 (*.f64 x #s(literal -1/3 binary64))))) |
(*.f64 (*.f64 x x) #s(literal -1/3 binary64)) |
(*.f64 (*.f64 x x) (exp.f64 (log.f64 #s(literal -1/3 binary64)))) |
(*.f64 #s(literal -1/3 binary64) (*.f64 x x)) |
(*.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64)) |
(*.f64 #s(literal 1 binary64) (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) |
(*.f64 (*.f64 x #s(literal -1/3 binary64)) x) |
(*.f64 (exp.f64 (log.f64 (*.f64 x #s(literal -1/3 binary64)))) x) |
(*.f64 (exp.f64 (log.f64 #s(literal -1/3 binary64))) (*.f64 x x)) |
| 1× | egg-herbie |
| 3 448× | accelerator-lowering-fma.f32 |
| 3 448× | accelerator-lowering-fma.f64 |
| 3 002× | *-lowering-*.f32 |
| 3 002× | *-lowering-*.f64 |
| 1 962× | /-lowering-/.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 20 | 366 |
| 1 | 46 | 330 |
| 2 | 123 | 330 |
| 3 | 395 | 330 |
| 4 | 1644 | 330 |
| 5 | 4541 | 330 |
| 6 | 6759 | 330 |
| 0 | 8385 | 303 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* -1/3 (pow x 3)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(* -1/3 (pow x 3)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
1 |
(+ 1 (* -1/3 (pow x 2))) |
(+ 1 (* -1/3 (pow x 2))) |
(+ 1 (* -1/3 (pow x 2))) |
(* -1/3 (pow x 2)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(* -1/3 (pow x 2)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
x |
x |
x |
x |
x |
x |
x |
x |
x |
x |
x |
x |
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* -1/3 (pow x 3)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(* -1/3 (pow x 3)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
| Outputs |
|---|
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 3)) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 3)) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
1 |
#s(literal 1 binary64) |
(+ 1 (* -1/3 (pow x 2))) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) |
(+ 1 (* -1/3 (pow x 2))) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) |
(+ 1 (* -1/3 (pow x 2))) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) |
(* (pow x 2) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
x |
x |
x |
x |
x |
x |
x |
x |
x |
x |
x |
x |
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 3)) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 3)) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(fma.f64 x (fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 x (fma.f64 x #s(literal -1/3 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
Compiled 24 409 to 1 131 computations (95.4% saved)
3 alts after pruning (1 fresh and 2 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 652 | 1 | 653 |
| Fresh | 0 | 0 | 0 |
| Picked | 2 | 0 | 2 |
| Done | 0 | 2 | 2 |
| Total | 654 | 3 | 657 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 98.1% | (fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x) |
| ✓ | 100.0% | (tanh.f64 x) |
| ✓ | 98.1% | x |
Compiled 14 to 8 computations (42.9% saved)
| 1× | egg-herbie |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| ✓ | cost-diff | 0 | (*.f64 x x) |
| ✓ | cost-diff | 0 | (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) |
| ✓ | cost-diff | 0 | (fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x) |
| 66× | *-lowering-*.f32 |
| 66× | *-lowering-*.f64 |
| 32× | accelerator-lowering-fma.f32 |
| 32× | accelerator-lowering-fma.f64 |
| 24× | associate-*r* |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 19 |
| 1 | 16 | 19 |
| 2 | 32 | 17 |
| 3 | 41 | 17 |
| 4 | 41 | 17 |
| 5 | 63 | 17 |
| 6 | 63 | 17 |
| 0 | 63 | 16 |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(+ (* (* (* x x) -1/3) x) x) |
(* (* x x) -1/3) |
(* x x) |
x |
-1/3 |
| Outputs |
|---|
(+ (* (* (* x x) -1/3) x) x) |
(*.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64))) |
(* (* x x) -1/3) |
(*.f64 x (*.f64 x #s(literal -1/3 binary64))) |
(* x x) |
(*.f64 x x) |
x |
-1/3 |
#s(literal -1/3 binary64) |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| ✓ | accuracy | 100.0% | (*.f64 x x) |
| ✓ | accuracy | 100.0% | (fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x) |
| ✓ | accuracy | 99.7% | (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) |
| 15.0ms | 256× | 0 | valid |
Compiled 20 to 8 computations (60% saved)
ival-mult: 5.0ms (52.1% of total)const: 3.0ms (31.3% of total)ival-add: 1.0ms (10.4% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#<alt (+ (* (* (* x x) -1/3) x) x)> |
#<alt (* (* x x) -1/3)> |
#<alt (* x x)> |
| Outputs |
|---|
#<alt x> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* x (+ 1 (* -1/3 (pow x 2))))> |
#<alt (* -1/3 (pow x 3))> |
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* (pow x 3) (- (/ 1 (pow x 2)) 1/3))> |
#<alt (* -1/3 (pow x 3))> |
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))> |
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))> |
#<alt (* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2)))))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (* -1/3 (pow x 2))> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
#<alt (pow x 2)> |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | x | @ | 0 | (+ (* (* (* x x) -1/3) x) x) |
| 0.0ms | x | @ | inf | (+ (* (* (* x x) -1/3) x) x) |
| 0.0ms | x | @ | -inf | (+ (* (* (* x x) -1/3) x) x) |
| 0.0ms | x | @ | 0 | (* (* x x) -1/3) |
| 0.0ms | x | @ | inf | (* (* x x) -1/3) |
| 1× | batch-egg-rewrite |
| 12 132× | accelerator-lowering-fma.f32 |
| 12 132× | accelerator-lowering-fma.f64 |
| 4 312× | /-lowering-/.f32 |
| 4 312× | /-lowering-/.f64 |
| 4 136× | *-lowering-*.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 17 |
| 1 | 30 | 15 |
| 2 | 188 | 15 |
| 3 | 1792 | 15 |
| 0 | 8577 | 14 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(+ (* (* (* x x) -1/3) x) x) |
(* (* x x) -1/3) |
(* x x) |
| Outputs |
|---|
(+.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))) |
(+.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) |
(+.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (-.f64 #s(literal 0 binary64) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)))) |
(+.f64 (/.f64 (*.f64 x x) (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))) (neg.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))))) |
(exp.f64 (*.f64 (log.f64 (/.f64 #s(literal 1 binary64) (*.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64))))) #s(literal -1 binary64))) |
(-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 #s(literal 0 binary64) x)) |
(-.f64 #s(literal 0 binary64) (-.f64 #s(literal 0 binary64) (*.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64))))) |
(-.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x))) |
(-.f64 (/.f64 (*.f64 x x) (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))) (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))))) |
(-.f64 (/.f64 (/.f64 (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64))) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x))))) (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x))) (/.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x))))) (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x)))) |
(-.f64 (/.f64 (/.f64 (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64))) (fma.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) #s(literal 1/81 binary64) (*.f64 (*.f64 x x) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x))))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (fma.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) #s(literal 1/81 binary64) (*.f64 (*.f64 x x) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x))))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x))) |
(-.f64 (/.f64 (/.f64 (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) #s(literal 1/81 binary64)) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (/.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x))) |
(-.f64 (/.f64 #s(literal 0 binary64) (-.f64 #s(literal 0 binary64) (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x)))) (-.f64 #s(literal 0 binary64) (*.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64))))) |
(-.f64 (/.f64 #s(literal 0 binary64) (fma.f64 (*.f64 x (*.f64 x x)) #s(literal 1/3 binary64) x)) (-.f64 #s(literal 0 binary64) (*.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64))))) |
(-.f64 (/.f64 (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64))) (*.f64 (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x)) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x)))))) (/.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x)) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x))))))) |
(-.f64 (/.f64 (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64))) (*.f64 (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (fma.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) #s(literal 1/81 binary64) (*.f64 (*.f64 x x) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x)))))) (/.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (fma.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) #s(literal 1/81 binary64) (*.f64 (*.f64 x x) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x))))))) |
(-.f64 (/.f64 (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) #s(literal 1/81 binary64)) (*.f64 (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x)))) (/.f64 (*.f64 x (*.f64 x (*.f64 x x))) (*.f64 (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x))))) |
(-.f64 (/.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (*.f64 (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x))) (/.f64 (*.f64 (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x)) (*.f64 (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)))) |
(-.f64 (/.f64 (pow.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) #s(literal 3 binary64)) (fma.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (fma.f64 (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (*.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)))))) (/.f64 (*.f64 (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (*.f64 (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)))) (fma.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (fma.f64 (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (*.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x))))))) |
(-.f64 (/.f64 (*.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x))) (fma.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)))) (/.f64 (*.f64 (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x))) (fma.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x))))) |
(fma.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x) |
(fma.f64 x #s(literal 1 binary64) (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))) |
(fma.f64 x (/.f64 (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (-.f64 #s(literal 0 binary64) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)))) |
(fma.f64 x (pow.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64)) x) |
(fma.f64 x (exp.f64 (log.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))) x) |
(fma.f64 (*.f64 x x) (*.f64 x #s(literal -1/3 binary64)) x) |
(fma.f64 (*.f64 x x) (/.f64 #s(literal 1 binary64) (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))) (neg.f64 (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))))) |
(fma.f64 (*.f64 x x) (/.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (-.f64 #s(literal 0 binary64) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)))) |
(fma.f64 (*.f64 x x) (pow.f64 (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) x) |
(fma.f64 (*.f64 x x) (exp.f64 (log.f64 (*.f64 x #s(literal -1/3 binary64)))) x) |
(fma.f64 #s(literal -1/3 binary64) (*.f64 x (*.f64 x x)) x) |
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x) |
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) (/.f64 (*.f64 x (*.f64 (*.f64 x (*.f64 x x)) #s(literal 1/3 binary64))) (fma.f64 (*.f64 x (*.f64 x x)) #s(literal 1/3 binary64) x)) (-.f64 #s(literal 0 binary64) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)))) |
(fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (/.f64 (*.f64 (*.f64 x (*.f64 x x)) #s(literal 1/3 binary64)) (fma.f64 (*.f64 x (*.f64 x x)) #s(literal 1/3 binary64) x)) (-.f64 #s(literal 0 binary64) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)))) |
(fma.f64 (*.f64 x (*.f64 x x)) #s(literal -1/3 binary64) x) |
(fma.f64 (*.f64 x (*.f64 x x)) (exp.f64 (log.f64 #s(literal -1/3 binary64))) x) |
(fma.f64 (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))) (/.f64 #s(literal -1 binary64) (fma.f64 (*.f64 x (*.f64 x x)) #s(literal 1/3 binary64) x)) (-.f64 #s(literal 0 binary64) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)))) |
(fma.f64 (*.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))) (/.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (-.f64 #s(literal 0 binary64) (/.f64 (*.f64 x x) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)))) |
(fma.f64 #s(literal 1 binary64) x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))) |
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(*.f64 (*.f64 x (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal -1 binary64)))) |
(*.f64 (/.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (pow.f64 x #s(literal 27 binary64)) #s(literal -1/19683 binary64))) (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x))) (/.f64 #s(literal 1 binary64) (fma.f64 (*.f64 x (*.f64 x x)) (-.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)))) (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64)))))) |
(*.f64 (/.f64 (*.f64 (*.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x))))) (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x))) (/.f64 #s(literal 1 binary64) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x)))))) |
(*.f64 (/.f64 (*.f64 (*.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x))))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 #s(literal 1 binary64) (fma.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) #s(literal 1/81 binary64) (*.f64 (*.f64 x x) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x)))))) |
(*.f64 (/.f64 (*.f64 (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x)) (*.f64 x (fma.f64 x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (-.f64 #s(literal 0 binary64) x)))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x)) (/.f64 #s(literal 1 binary64) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x)))) |
(*.f64 (*.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) #s(literal 1 binary64)) x) (/.f64 #s(literal 1 binary64) (-.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))) |
(*.f64 (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal -1 binary64)) x) (/.f64 #s(literal 1 binary64) (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal -1 binary64)))) |
(*.f64 (/.f64 (*.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))) (*.f64 (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))) (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))))) (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64))))) (fma.f64 (*.f64 x (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))) (-.f64 (*.f64 x (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))))) (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) #s(literal 1/81 binary64)))) |
(*.f64 (/.f64 (*.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (*.f64 (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x)) (*.f64 x (-.f64 (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64)))))))) (*.f64 x (-.f64 (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (-.f64 x (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))))))) |
(*.f64 (/.f64 (*.f64 x (fma.f64 x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (-.f64 #s(literal 0 binary64) x))) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x))))) (fma.f64 x (*.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64))) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)))))) |
(*.f64 (pow.f64 (/.f64 (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 (*.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x)))))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) #s(literal 1/81 binary64) (*.f64 (*.f64 x x) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x)))))) |
(*.f64 (pow.f64 (/.f64 (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x)) (*.f64 x (fma.f64 x (*.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64))) (-.f64 #s(literal 0 binary64) x))))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (*.f64 (fma.f64 (*.f64 x x) (*.f64 (*.f64 x x) #s(literal 1/9 binary64)) #s(literal 1 binary64)) (*.f64 x x)))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x)) (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (pow.f64 x #s(literal 27 binary64)) #s(literal -1/19683 binary64)))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 (*.f64 x (*.f64 x x)) (-.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)))) (*.f64 (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x))))) (*.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1/729 binary64)))))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) x) (*.f64 x x)) (*.f64 (*.f64 (fma.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) #s(literal 1 binary64)) (*.f64 x (*.f64 x x))) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x)))))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 (*.f64 (*.f64 x x) (*.f64 x (*.f64 x (*.f64 x x)))) (*.f64 (*.f64 x (*.f64 x x)) #s(literal -1/27 binary64)) (-.f64 #s(literal 0 binary64) (*.f64 x (*.f64 x x)))))) |
(*.f64 x (*.f64 x #s(literal -1/3 binary64))) |
(*.f64 (*.f64 x x) #s(literal -1/3 binary64)) |
(*.f64 #s(literal -1/3 binary64) (*.f64 x x)) |
(*.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) #s(literal 1 binary64)) |
(*.f64 #s(literal 1 binary64) (*.f64 (*.f64 x x) #s(literal -1/3 binary64))) |
(*.f64 (*.f64 x #s(literal -1/3 binary64)) x) |
(exp.f64 (*.f64 #s(literal 2 binary64) (log.f64 x))) |
(exp.f64 (*.f64 (*.f64 #s(literal 2 binary64) (log.f64 x)) #s(literal 1 binary64))) |
(-.f64 #s(literal 0 binary64) (-.f64 #s(literal 0 binary64) (*.f64 x x))) |
(neg.f64 (-.f64 #s(literal 0 binary64) (*.f64 x x))) |
(pow.f64 x #s(literal 2 binary64)) |
(pow.f64 (*.f64 x x) #s(literal 1 binary64)) |
(pow.f64 (-.f64 #s(literal 0 binary64) x) #s(literal 2 binary64)) |
(pow.f64 (exp.f64 #s(literal 2 binary64)) (log.f64 x)) |
(*.f64 x x) |
(*.f64 (*.f64 x x) #s(literal 1 binary64)) |
(*.f64 (-.f64 #s(literal 0 binary64) x) (-.f64 #s(literal 0 binary64) x)) |
(*.f64 #s(literal -1 binary64) (-.f64 #s(literal 0 binary64) (*.f64 x x))) |
| 1× | egg-herbie |
| 4 424× | *-lowering-*.f32 |
| 4 424× | *-lowering-*.f64 |
| 4 386× | accelerator-lowering-fma.f32 |
| 4 386× | accelerator-lowering-fma.f64 |
| 2 480× | cube-prod |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 19 | 188 |
| 1 | 44 | 170 |
| 2 | 117 | 170 |
| 3 | 393 | 170 |
| 4 | 1078 | 170 |
| 5 | 2709 | 170 |
| 6 | 3758 | 170 |
| 7 | 4523 | 170 |
| 8 | 5683 | 170 |
| 9 | 6483 | 170 |
| 10 | 7001 | 170 |
| 11 | 7412 | 170 |
| 12 | 7713 | 170 |
| 13 | 7973 | 170 |
| 0 | 8628 | 161 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(* -1/3 (pow x 3)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(* -1/3 (pow x 3)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(* -1/3 (pow x 2)) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
| Outputs |
|---|
x |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* x (+ 1 (* -1/3 (pow x 2)))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 3)) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* (pow x 3) (- (/ 1 (pow x 2)) 1/3)) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 3)) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1 (* (pow x 3) (- 1/3 (/ 1 (pow x 2))))) |
(fma.f64 x (fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(* -1/3 (pow x 2)) |
(fma.f64 #s(literal -1/3 binary64) (fma.f64 x x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
(pow x 2) |
(fma.f64 x x #s(literal 0 binary64)) |
Compiled 11 774 to 557 computations (95.3% saved)
3 alts after pruning (0 fresh and 3 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 240 | 0 | 240 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 2 | 2 |
| Total | 240 | 3 | 243 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 98.1% | (fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x) |
| ✓ | 100.0% | (tanh.f64 x) |
| ✓ | 98.1% | x |
Compiled 79 to 37 computations (53.2% saved)
| Inputs |
|---|
x |
(*.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x) |
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x) |
(fma.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x (*.f64 #s(literal 1 binary64) x)) |
(tanh.f64 x) |
(/.f64 (pow.f64 (*.f64 #s(literal 2 binary64) (sinh.f64 x)) #s(literal 2 binary64)) (*.f64 #s(literal 2 binary64) (sinh.f64 (+.f64 x x)))) |
(/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))) |
| Outputs |
|---|
(tanh.f64 x) |
2 calls:
| 3.0ms | x |
| 2.0ms | (/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))) |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | (/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))) |
Compiled 16 to 8 computations (50% saved)
Total -0.1b remaining (-11%)
Threshold costs -0.1b (-11%)
| Inputs |
|---|
x |
(*.f64 (fma.f64 (*.f64 x x) #s(literal -1/3 binary64) #s(literal 1 binary64)) x) |
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x x) |
(fma.f64 x (fma.f64 x (*.f64 x #s(literal -1/3 binary64)) #s(literal 1 binary64)) #s(literal 0 binary64)) |
(fma.f64 (*.f64 (*.f64 x x) #s(literal -1/3 binary64)) x (*.f64 #s(literal 1 binary64) x)) |
| Outputs |
|---|
x |
2 calls:
| 2.0ms | x |
| 2.0ms | (/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))) |
| Accuracy | Segments | Branch |
|---|---|---|
| 98.1% | 1 | x |
| 98.1% | 1 | (/.f64 (-.f64 (exp.f64 x) (exp.f64 (neg.f64 x))) (+.f64 (exp.f64 x) (exp.f64 (neg.f64 x)))) |
Compiled 16 to 8 computations (50% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 2 | 3 |
| 1× | saturated |
| Inputs |
|---|
(tanh.f64 x) |
x |
| Outputs |
|---|
(tanh.f64 x) |
x |
| 13 776× | accelerator-lowering-fma.f32 |
| 13 776× | accelerator-lowering-fma.f64 |
| 3 904× | *-lowering-*.f32 |
| 3 904× | *-lowering-*.f64 |
| 3 826× | /-lowering-/.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 77 | 339 |
| 1 | 220 | 338 |
| 2 | 490 | 332 |
| 3 | 1295 | 332 |
| 4 | 2170 | 332 |
| 5 | 3645 | 332 |
| 6 | 4343 | 332 |
| 7 | 5854 | 332 |
| 8 | 7984 | 332 |
| 0 | 8018 | 310 |
| 0 | 7 | 11 |
| 1 | 49 | 11 |
| 2 | 418 | 11 |
| 3 | 7082 | 11 |
| 0 | 8064 | 11 |
| 1× | done |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | node limit |
Compiled 9 to 5 computations (44.4% saved)
(negabs x)
Compiled 42 to 22 computations (47.6% saved)
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