Memory Usage
Classification
| Model | Android (XNNPACK) [MB] | iOS (Core ML) [MB] |
|---|---|---|
| EFFICIENTNET_V2_S | 130 | 85 |
Object Detection
| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] |
|---|---|---|
| SSDLITE_320_MOBILENET_V3_LARGE | 90 | 90 |
Style Transfer
| Model | Android (XNNPACK) [MB] | iOS (Core ML) [MB] |
|---|---|---|
| STYLE_TRANSFER_CANDY | 950 | 350 |
| STYLE_TRANSFER_MOSAIC | 950 | 350 |
| STYLE_TRANSFER_UDNIE | 950 | 350 |
| STYLE_TRANSFER_RAIN_PRINCESS | 950 | 350 |
OCR
| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] |
|---|---|---|
| CRAFT_800 + CRNN_EN_512 + CRNN_EN_256 + CRNN_EN_128 | 2100 | 1782 |
Vertical OCR
| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] |
|---|---|---|
| CRAFT_1280 + CRAFT_320 + CRNN_EN_512 | 2770 | 3720 |
| CRAFT_1280 + CRAFT_320 + CRNN_EN_64 | 1770 | 2740 |
LLMs
| Model | Android (XNNPACK) [GB] | iOS (XNNPACK) [GB] |
|---|---|---|
| LLAMA3_2_1B | 3.2 | 3.1 |
| LLAMA3_2_1B_SPINQUANT | 1.9 | 2 |
| LLAMA3_2_1B_QLORA | 2.2 | 2.5 |
| LLAMA3_2_3B | 7.1 | 7.3 |
| LLAMA3_2_3B_SPINQUANT | 3.7 | 3.8 |
| LLAMA3_2_3B_QLORA | 4 | 4.1 |
Speech to text
| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] |
|---|---|---|
| WHISPER_TINY | 900 | 600 |
| MOONSHINE_TINY | 650 | 560 |