672a873ffb344dfa030103cad69bdbc948184e8e,keras/backend/tensorflow_backend.py,,bias_add,#Any#Any#Any#,3929

Before Change

    elif ndim(x) == 3:
        if data_format == "channels_first":
            if len(bias_shape) == 1:
                x += reshape(bias, (1, bias_shape[0], 1))
            else:
                x += reshape(bias, (1, bias_shape[1], bias_shape[0]))
        elif data_format == "channels_last":
            if len(bias_shape) == 1:
                x += reshape(bias, (1, 1, bias_shape[0]))

After Change

            new_shape = (1, 1, bias_shape[0])
        else:
            new_shape = (1,) + bias_shape
        new_shape = transpose_shape(new_shape, data_format, spatial_axes=(1,))
        x += reshape(bias, new_shape)
    else:
        x = tf.nn.bias_add(x, bias)
    return x

Instances