CPU Tasks
LoadModel       1.79203 seconds
RunComplete     8.79853 seconds
Run     8.71884 seconds
Callbacks       626.8 microseconds, 4 calls, 156.7 microseconds average
Spectrogram     17.3373 milliseconds, 3 calls, 5.7791 milliseconds average
Sample  5.449 milliseconds, 28 calls, 194.607 microseconds average
Encode  7.29966 seconds
Decode  1.41824 seconds
DecodeStep      1.41276 seconds, 28 calls, 50.4557 milliseconds average
    GPU Tasks
LoadModel       930.123 milliseconds
Run     8.64946 seconds
Encode  7.34021 seconds
EncodeLayer     6.40759 seconds, 24 calls, 266.983 milliseconds average
Decode  1.30925 seconds
DecodeStep      1.30389 seconds, 28 calls, 46.5676 milliseconds average
DecodeLayer     1.19422 seconds, 672 calls, 1.77711 milliseconds average
    Compute Shaders
mulMatTiledEx   4.91773 seconds, 240 calls, 20.4906 milliseconds average
mulMatTiled     1.47531 seconds, 289 calls, 5.10489 milliseconds average
mulMatByRowTiled        627.1 milliseconds, 6507 calls, 96.3731 microseconds average
softMaxFixed    268.285 milliseconds, 696 calls, 385.467 microseconds average
convolutionMain2Fixed   266.261 milliseconds
mulMatByRowTiledEx      241.609 milliseconds, 1296 calls, 186.427 microseconds average
matReshapePanels        156.683 milliseconds, 145 calls, 1.08057 milliseconds average
convolutionMain 102.091 milliseconds
copyConvert     77.6113 milliseconds, 1440 calls, 53.8967 microseconds average
addRepeatGelu   71.5118 milliseconds, 698 calls, 102.452 microseconds average
copyTranspose   63.3929 milliseconds, 1392 calls, 45.5409 microseconds average
normFixed       60.9615 milliseconds, 2093 calls, 29.1264 microseconds average
scaleInPlace    59.9341 milliseconds, 696 calls, 86.1122 microseconds average
fmaRepeat1      56.3539 milliseconds, 2093 calls, 26.9249 microseconds average
addRepeatEx     51.8785 milliseconds, 2064 calls, 25.1349 microseconds average
addRepeat       48.1192 milliseconds, 744 calls, 64.6763 microseconds average
softMaxLong     28.3411 milliseconds, 28 calls, 1.01218 milliseconds average
addRepeatScale  21.3646 milliseconds, 1344 calls, 15.8963 microseconds average
softMax 10.198 milliseconds, 672 calls, 15.1756 microseconds average
convolutionPrep1        9.1072 milliseconds, 2 calls, 4.5536 milliseconds average
diagMaskInf     8.3764 milliseconds, 672 calls, 12.4649 microseconds average
convolutionPrep2        7.4623 milliseconds, 2 calls, 3.73115 milliseconds average
add     2.3886 milliseconds
addRows 97.6 microseconds, 28 calls, 3.48571 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