Model Size
Classification
Model | XNNPACK [MB] | Core ML [MB] |
---|---|---|
EFFICIENTNET_V2_S | 85.6 | 43.9 |
Object Detection
Model | XNNPACK [MB] |
---|---|
SSDLITE_320_MOBILENET_V3_LARGE | 13.9 |
Style Transfer
Model | XNNPACK [MB] | Core ML [MB] |
---|---|---|
STYLE_TRANSFER_CANDY | 6.78 | 5.22 |
STYLE_TRANSFER_MOSAIC | 6.78 | 5.22 |
STYLE_TRANSFER_UDNIE | 6.78 | 5.22 |
STYLE_TRANSFER_RAIN_PRINCESS | 6.78 | 5.22 |
OCR
Model | XNNPACK [MB] |
---|---|
CRAFT_800 | 83.1 |
CRNN_EN_512 | 547 |
CRNN_EN_256 | 277 |
CRNN_EN_128 | 142 |
Vertical OCR
Model | XNNPACK [MB] |
---|---|
CRAFT_1280 | 83.1 |
CRAFT_320 | 83.1 |
CRNN_EN_512 | 277 |
CRNN_EN_64 | 74.3 |
LLMs
Model | XNNPACK [GB] |
---|---|
LLAMA3_2_1B | 2.47 |
LLAMA3_2_1B_SPINQUANT | 1.14 |
LLAMA3_2_1B_QLORA | 1.18 |
LLAMA3_2_3B | 6.43 |
LLAMA3_2_3B_SPINQUANT | 2.55 |
LLAMA3_2_3B_QLORA | 2.65 |
Speech to text
Model | XNNPACK [MB] |
---|---|
WHISPER_TINY | 231.0 |
MOONSHINE_TINY | 148.9 |