| User | idanbo | 
| Upload Date | March 28 2024 04:31 AM | 
| Views | 30 | 
| Notes | MacBook Air (13-inch, M3, 2024)/M3/8Core CPU/8 Core GPU/8GB/256GBSSD | 
| System Information | |
|---|---|
| Operating System | macOS 14.4.1 (Build 23E224) | 
| Model | Mac15,12 | 
| Model ID | Mac15,12 | 
| Motherboard | Mac15,12 | 
| CPU Information | |
|---|---|
| Name | Apple M3 | 
| Topology | 1 Processor, 8 Cores | 
| Identifier | Apple M3 | 
| Base Frequency | 4.05 GHz | 
| Cluster 1 | 4 Cores | 
| Cluster 2 | 4 Cores | 
| L1 Instruction Cache | 128 KB x 1 | 
| L1 Data Cache | 64.0 KB x 1 | 
| L2 Cache | 4.00 MB x 1 | 
| Memory Information | |
|---|---|
| Size | 8.00 GB | 
| Inference Information | |
|---|---|
| Framework | Core ML | 
| Backend | Neural Engine | 
| Device | Default | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| Image Classification (F32) | 100% | 3727 697.5 IPS | |
| Image Classification (F16) | 100% | 7200 1.35 KIPS | |
| Image Classification (I8) | 99% | 7857 1.47 KIPS | |
| Image Segmentation (F32) | 100% | 1690 28.2 IPS | |
| Image Segmentation (F16) | 100% | 2138 35.7 IPS | |
| Image Segmentation (I8) | 100% | 2118 35.4 IPS | |
| Pose Estimation (F32) | 100% | 19239 23.3 IPS | |
| Pose Estimation (F16) | 100% | 96344 116.7 IPS | |
| Pose Estimation (I8) | 100% | 98851 119.7 IPS | |
| Object Detection (F32) | 100% | 2551 190.5 IPS | |
| Object Detection (F16) | 100% | 5621 419.6 IPS | |
| Object Detection (I8) | 97% | 2770 206.8 IPS | |
| Face Detection (F32) | 100% | 9875 117.4 IPS | |
| Face Detection (F16) | 97% | 12821 152.4 IPS | |
| Face Detection (I8) | 96% | 12847 152.8 IPS | |
| Depth Estimation (F32) | 100% | 14941 115.9 IPS | |
| Depth Estimation (F16) | 100% | 44625 346.1 IPS | |
| Depth Estimation (I8) | 37% | 40660 315.3 IPS | |
| Style Transfer (F32) | 100% | 43193 56.8 IPS | |
| Style Transfer (F16) | 100% | 148290 195.1 IPS | |
| Style Transfer (I8) | 100% | 148916 195.9 IPS | |
| Image Super-Resolution (F32) | 100% | 6159 220.0 IPS | |
| Image Super-Resolution (F16) | 100% | 19252 687.6 IPS | |
| Image Super-Resolution (I8) | 100% | 20319 725.6 IPS | |
| Text Classification (F32) | 100% | 610 876.3 IPS | |
| Text Classification (F16) | 100% | 697 1.00 KIPS | |
| Text Classification (I8) | 96% | 694 997.8 IPS | |
| Machine Translation (F32) | 100% | 696 12.8 IPS | |
| Machine Translation (F16) | 100% | 3144 57.9 IPS | |
| Machine Translation (I8) | 99% | 684 12.6 IPS |