GPUCodeForces/S1/gsd123_#41/CLL_torch.py

24 lines
454 B
Python

import torch
import torch.nn as nn
class Model(nn.Module):
def __init__(self):
super().__init__()
def forward(self, x: torch.Tensor) -> torch.Tensor:
# CLL Formula: 1 - exp(-exp(x))
return 1.0 - torch.exp(-torch.exp(x))
batch_size = 128
feature_dim = 512
def get_inputs():
x = torch.randn(batch_size, feature_dim, dtype=torch.float32)
return [x]
def get_init_inputs():
return []