CPU Tasks
LoadModel       939.886 milliseconds
RunComplete     48.7479 seconds
Run     48.6305 seconds
Callbacks       10.5582 milliseconds, 37 calls, 285.357 microseconds average
Spectrogram     280.966 milliseconds, 42 calls, 6.68965 milliseconds average
Sample  65.5797 milliseconds, 511 calls, 128.336 microseconds average
Encode  19.0653 seconds, 10 calls, 1.90653 seconds average
Decode  29.5369 seconds, 10 calls, 2.95369 seconds average
DecodeStep      29.4709 seconds, 511 calls, 57.6731 milliseconds average
    GPU Tasks
LoadModel       586.498 milliseconds
Run     48.4589 seconds
Encode  19.2258 seconds, 10 calls, 1.92258 seconds average
EncodeLayer     15.7109 seconds, 240 calls, 65.4622 milliseconds average
Decode  29.233 seconds, 10 calls, 2.9233 seconds average
DecodeStep      29.233 seconds, 511 calls, 57.2074 milliseconds average
DecodeLayer     27.6558 seconds, 12264 calls, 2.25504 milliseconds average
    Compute Shaders
mulMatTiled     19.1596 seconds, 5290 calls, 3.62186 milliseconds average
mulMatByRowTiled        12.681 seconds, 144789 calls, 87.5829 microseconds average
fmaRepeat1      3.10945 seconds, 37793 calls, 82.2758 microseconds average
copyTranspose   2.83737 seconds, 25008 calls, 113.458 microseconds average
softMaxFixed    1.6294 seconds, 12504 calls, 130.31 microseconds average
addRepeatScale  1.54396 seconds, 24528 calls, 62.9467 microseconds average
addRepeatEx     1.06992 seconds, 37272 calls, 28.7056 microseconds average
normFixed       1.06753 seconds, 37793 calls, 28.2467 microseconds average
copyConvert     994.495 milliseconds, 25488 calls, 39.0182 microseconds average
convolutionMain2Fixed   954.715 milliseconds, 10 calls, 95.4715 milliseconds average
softMax 742.126 milliseconds, 12264 calls, 60.5126 microseconds average
addRepeatGelu   506.056 milliseconds, 12524 calls, 40.4069 microseconds average
softMaxLong     491.226 milliseconds, 511 calls, 961.303 microseconds average
scaleInPlace    438.956 milliseconds, 12504 calls, 35.1053 microseconds average
addRepeat       403.997 milliseconds, 12984 calls, 31.1149 microseconds average
diagMaskInf     366.713 milliseconds, 12264 calls, 29.9016 microseconds average
convolutionMain 276.364 milliseconds, 10 calls, 27.6364 milliseconds average
convolutionPrep1        44.9126 milliseconds, 20 calls, 2.24563 milliseconds average
convolutionPrep2        20.0013 milliseconds, 20 calls, 1.00006 milliseconds average
addRows 7.2369 milliseconds, 511 calls, 14.1622 microseconds average
add     2.453 milliseconds, 10 calls, 245.3 microseconds average
    Memory Usage
Model   877.966 KB RAM, 1.42785 GB VRAM
Context 91.0716 MB RAM, 785.219 MB VRAM
Total   91.929 MB RAM, 2.19467 GB VRAM