CPU Tasks
LoadModel       950.578 milliseconds
RunComplete     27.5329 seconds
Run     27.434 seconds
Callbacks       10.6484 milliseconds, 44 calls, 242.009 microseconds average
Spectrogram     199.106 milliseconds, 41 calls, 4.85624 milliseconds average
Sample  58.7404 milliseconds, 527 calls, 111.462 microseconds average
Encode  11.3813 seconds, 9 calls, 1.26459 seconds average
Decode  16.0418 seconds, 9 calls, 1.78242 seconds average
DecodeStep      15.9829 seconds, 527 calls, 30.3281 milliseconds average
    GPU Tasks
LoadModel       805.211 milliseconds
Run     27.338 seconds
Encode  11.3967 seconds, 9 calls, 1.2663 seconds average
EncodeLayer     9.78685 seconds, 288 calls, 33.9821 milliseconds average
Decode  15.9412 seconds, 9 calls, 1.77125 seconds average
DecodeStep      15.9412 seconds, 527 calls, 30.249 milliseconds average
DecodeLayer     15.0511 seconds, 16864 calls, 892.499 microseconds average
    Compute Shaders
mulMatTiled     12.0503 seconds, 6345 calls, 1.89919 milliseconds average
mulMatByRowTiled        9.45404 seconds, 199430 calls, 47.4053 microseconds average
norm    1.32432 seconds, 51704 calls, 25.6135 microseconds average
fmaRepeat1      583.884 milliseconds, 51704 calls, 11.2928 microseconds average
addRepeatEx     536.551 milliseconds, 51168 calls, 10.4861 microseconds average
softMaxFixed    534.105 milliseconds, 17152 calls, 31.1395 microseconds average
copyConvert     500.4 milliseconds, 34880 calls, 14.3463 microseconds average
copyTranspose   377.38 milliseconds, 34304 calls, 11.001 microseconds average
addRepeatScale  315.294 milliseconds, 33728 calls, 9.34814 microseconds average
addRepeatGelu   283.978 milliseconds, 17170 calls, 16.5392 microseconds average
softMaxLong     245.57 milliseconds, 527 calls, 465.976 microseconds average
scaleInPlace    226.545 milliseconds, 17152 calls, 13.2081 microseconds average
softMax 212.206 milliseconds, 16864 calls, 12.5834 microseconds average
addRepeat       209.397 milliseconds, 17728 calls, 11.8117 microseconds average
convolutionMain2Fixed   184.615 milliseconds, 9 calls, 20.5128 milliseconds average
diagMaskInf     107.423 milliseconds, 16864 calls, 6.36998 microseconds average
convolutionMain 74.7954 milliseconds, 9 calls, 8.3106 milliseconds average
convolutionPrep1        20.9316 milliseconds, 18 calls, 1.16287 milliseconds average
convolutionPrep2        3.8103 milliseconds, 18 calls, 211.683 microseconds average
addRows 3.7939 milliseconds, 527 calls, 7.19905 microseconds average
add     1.0895 milliseconds, 9 calls, 121.056 microseconds average
    Memory Usage
Model   892.591 KB RAM, 2.8815 GB VRAM
Context 92.2612 MB RAM, 1.14026 GB VRAM
Total   93.1329 MB RAM, 4.02176 GB VRAM