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Add Step, ELU, SELU, Swish activation functions (#117)

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* Add Step, ELU, SELU, Swish activation functions

This commit adds the Step, ELU, SELU and Swish activations functions

* add to the docs

* review
This commit is contained in:
Nicholas Santavas
2023-12-12 02:04:07 +01:00
committed by GitHub
parent b9226c367c
commit f5df47ec6e
7 changed files with 132 additions and 2 deletions
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20
benchmarks/python/comparative/bench_mlx.py
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@@ -223,6 +223,20 @@ def topk(axis, x):
mx.eval(ys)
def step_function(x):
y = x
for i in range(100):
y = nn.step(x)
mx.eval(y)
def selu(x):
y = x
for i in range(100):
y = nn.selu(x)
mx.eval(y)
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("benchmark", help="Choose the benchmark to run")
@@ -372,5 +386,11 @@ if __name__ == "__main__":
elif args.benchmark == "topk":
print(bench(topk, axis, x))
elif args.benchmark == "step":
print(bench(step_function, x))
elif args.benchmark == "selu":
print(bench(selu, x))
else:
raise ValueError("Unknown benchmark")