# isort: skip_file
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#
#   http://www.apache.org/licenses/LICENSE-2.0
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"""Neural network related operators."""

from .nn import (
    adaptive_avg_pool1d,
    adaptive_avg_pool2d,
    adaptive_avg_pool3d,
    attention,
    attention_bias,
    attention_var_len,
    avg_pool1d,
    avg_pool2d,
    avg_pool3d,
    batch_flatten,
    batch_norm,
    conv1d,
    conv1d_transpose,
    conv2d,
    conv2d_transpose,
    conv3d,
    conv3d_transpose,
    cross_entropy_with_logits,
    dropout,
    gelu,
    gelu_tanh,
    group_norm,
    instance_norm,
    layer_norm,
    leakyrelu,
    log_softmax,
    max_pool1d,
    max_pool2d,
    max_pool3d,
    nll_loss,
    pad,
    pixel_shuffle,
    prelu,
    relu,
    relu6,
    rms_norm,
    selu,
    silu,
    softmax,
    softplus,
)