CPU Tasks
LoadModel       827.449 milliseconds
RunComplete     4.95485 seconds
Run     4.90459 seconds
Callbacks       343.6 microseconds, 4 calls, 85.9 microseconds average
Spectrogram     12.0208 milliseconds, 3 calls, 4.00693 milliseconds average
Sample  3.798 milliseconds, 28 calls, 135.643 microseconds average
Encode  3.78211 seconds
Decode  1.12187 seconds
DecodeStep      1.11805 seconds, 28 calls, 39.9304 milliseconds average
    GPU Tasks
LoadModel       429.525 milliseconds
Run     4.86319 seconds
Encode  3.82894 seconds
EncodeLayer     3.23846 seconds, 24 calls, 134.936 milliseconds average
Decode  1.03424 seconds
DecodeStep      1.03083 seconds, 28 calls, 36.8153 milliseconds average
DecodeLayer     934.97 milliseconds, 672 calls, 1.39132 milliseconds average
    Compute Shaders
mulMatTiledEx   2.59201 seconds, 240 calls, 10.8 milliseconds average
mulMatTiled     733.345 milliseconds, 289 calls, 2.53753 milliseconds average
mulMatByRowTiled        492.505 milliseconds, 6507 calls, 75.6884 microseconds average
mulMatByRowTiledEx      226.315 milliseconds, 1296 calls, 174.626 microseconds average
softMaxFixed    169.603 milliseconds, 696 calls, 243.683 microseconds average
convolutionMain2Fixed   130.131 milliseconds
matReshapePanels        85.7723 milliseconds, 145 calls, 591.533 microseconds average
addRepeatGelu   52.8833 milliseconds, 698 calls, 75.764 microseconds average
copyConvert     49.8477 milliseconds, 1440 calls, 34.6165 microseconds average
scaleInPlace    47.7803 milliseconds, 696 calls, 68.6499 microseconds average
normFixed       44.0434 milliseconds, 2093 calls, 21.0432 microseconds average
fmaRepeat1      38.6945 milliseconds, 2093 calls, 18.4876 microseconds average
copyTranspose   36.6512 milliseconds, 1392 calls, 26.3299 microseconds average
addRepeatEx     33.6887 milliseconds, 2064 calls, 16.322 microseconds average
addRepeat       32.9016 milliseconds, 744 calls, 44.2226 microseconds average
convolutionMain 32.8426 milliseconds
softMaxLong     19.8753 milliseconds, 28 calls, 709.832 microseconds average
addRepeatScale  15.8724 milliseconds, 1344 calls, 11.8098 microseconds average
softMax 5.5277 milliseconds, 672 calls, 8.22574 microseconds average
diagMaskInf     5.1549 milliseconds, 672 calls, 7.67098 microseconds average
convolutionPrep2        3.9464 milliseconds, 2 calls, 1.9732 milliseconds average
convolutionPrep1        3.4569 milliseconds, 2 calls, 1.72845 milliseconds average
add     722.7 microseconds
addRows 80 microseconds, 28 calls, 2.85714 microseconds average
    Memory Usage
Model   877.966 KB RAM, 1.42785 GB VRAM
Context 1.9831 MB RAM, 771.235 MB VRAM
Total   2.84049 MB RAM, 2.18101 GB VRAM