I tried another variation for PDL.

Update: Reduce RAM usage by processing a sequence of numbers instead (~ 45MB per worker). For predictable output, this requires seeding the generator per each sequence. Previously, the code spawned 100 workers and 1e7 loop iterations (~ 24GB RAM).

use v5.030;

use PDL;
use MCE 1.895;

CORE::srand(42);   # This also, for MCE predictable results
                   # MCE sets internal seed = CORE::random()

PDL::srandom(42);  # PDL::srand(N) v2.062 ~ v2.089

MCE->new(
  max_workers => MCE::Util::get_ncpu(),
  chunk_size  => 1,
  init_relay  => 0,
  posix_exit  => 1,
  sequence    => [ 1, 1000 ],

  user_func => sub {
  # my ($mce, $seq, $chunk_id) = @_;

    my $seq    = $_;
    my $output = "";

    # Worker seeds generator using MCE's seed and wid value.
    # For sequence of numbers, compute similarly using $seq value.
    my $seed = abs(MCE->seed - ($seq * 100000)) % 1073741780;

  # PDL::srand($seed);    # PDL v1.062 ~ 1.089
    PDL::srandom($seed);  # PDL v1.089_01

    my $pdl = PDL->random(1e6);

    foreach (0 .. $pdl->nelem - 1) {
      my $r = $pdl->at($_);
      $output .= "$r\n";
    }

    MCE::relay { print $output; };
  }
)->run;

[download]

Time to run:

$ time perl test_pdl.pl > out  # 17GB file size

PDL->random . . . . . . . . . . .    27.211s

$ wc -l out
1000000000

[download]

In reply to Re^13: PDL and srand puzzle - PDL piddle iteration (updated) by marioroy
in thread PDL and srand puzzle by syphilis

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