perl-package/AI-MXNet/lib/AI/MXNet/Symbol/Random.pm

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# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
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#
#   http://www.apache.org/licenses/LICENSE-2.0
#
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# specific language governing permissions and limitations
# under the License.

package AI::MXNet::Symbol::Random;
use strict;
use warnings;
use Scalar::Util qw/blessed/;

sub AUTOLOAD {
    my $sub = $AI::MXNet::Symbol::Random::AUTOLOAD;
    $sub =~ s/.*:://;
    shift;
    my @args = @_;
    if($sub eq 'exponential')
    {
        my $changed = 0;
        for my $i (0..@args-1)
        {
            if(not ref $args[$i] and $args[$i] eq 'scale')
            {
                $args[$i] = 'lam';
                $args[$i+1] = 1/$args[$i+1];
                $changed = 1;
            }
        }
        $args[0] = 1/$args[0] unless $changed;
    }
    if(grep { blessed($_) and $_->isa('AI::MXNet::Symbol') } @args)
    {
        if($sub eq 'normal')
        {
            my %mapping = qw/loc mu scale sigma/;
            @args = map { (not ref $_ and exists $mapping{$_}) ? $mapping{$_} : $_ } @args
        }
        $sub = "_sample_$sub";
    }
    else
    {
        $sub = "_random_$sub";
    }
    return AI::MXNet::Symbol->$sub(@args);
}

1;