<?php
/*
dobu {
file:id(`example-00002522`),name(`taihandler.convnd`) {
ascoos {
logo {`
__ _ ___ ___ ___ ___ ___ ___ ___
/ _' |/ / / __/ _ \ / _ \ / / / _ \ / /
| (_| |\ \| (_| (_) | (_) |\ \ | (_) |\ \
\__,_|/__/ \___\___/ \___/ /__/ \___/ /__/
`},
name {`ASCOOS OS`},
version {`1.0.0`}
},
example {
class {`TAIHandler`},
methods {`convND()`},
source {`kernel/ai/taihandler/taihandler.convnd.php`},
category:langs {
en {`ND Convolution Engine`},
el {`ND ???????????? ??????????`}
},
subcategory:langs {
en {`Multi-channel ND Convolution`},
el {`???????????? ND ????????`}
},
summary:langs {
en {`ND convolution on nested multi-channel tensors`},
el {`ND ???????? ?? ????????????? ?????????????? ???????`}
},
desc:langs {
en {`Demonstrates convND on a 2-channel 3x3 input using a multi-channel kernel.`},
el {`??????????? convND ?? ?????? 2 ???????? 3x3 ?? ???????????? ??????.`}
},
author {`Drogidis Christos`},
since {`1.0.0`},
sincePHP {`8.4.0`}
},
results:langs {
all {`Input: [[[1,2,3],[4,5,6],[7,8,9]],[[9,8,7],[6,5,4],[3,2,1]]]
Kernel: [[[[1,0],[0,-1]],[[0,1],[-1,0]]]]
Output (convND VALID): [[[-2,-2],[-2,-2]]]
Execution statistics
Execution Time 0.181 ms
Memory Delta 4.55 KB
Peak Memory 18.00 MB
PHP Version 8.4.24
Ascoos OS`}
}
}
}
*/
declare(strict_types=1);
use ASCOOS\OS\Kernel\AI\TAIHandler;
$startTime = microtime(true);
$startMem = memory_get_usage();
$ai = new TAIHandler([], []);
$input = [
[ // Channel 1
[1,2,3],
[4,5,6],
[7,8,9]
],
[ // Channel 2
[9,8,7],
[6,5,4],
[3,2,1]
]
];
$kernel = [
[ // Output channel 1
[ // Input channel 1
[1,0],
[0,-1]
],
[ // Input channel 2
[0,1],
[-1,0]
]
]
];
$output = $ai->convND($input, $kernel, 1, 'valid');
echo "<pre>";
echo "Input: " . json_encode($input) . "\n";
echo "Kernel: " . json_encode($kernel) . "\n";
echo "Output (convND VALID): " . json_encode($output) . "\n";
echo "</pre>";
$ai->Free();
print_stats($startTime, $startMem);
?>
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