| User | amirtaraj | 
| Upload Date | November 16 2024 09:46 AM | 
| Views | 5 | 
| AI Information | |
|---|---|
| Framework | Core ML | 
| Backend | Neural Engine | 
| Device | Apple M1 | 
| System Information | |
|---|---|
| Operating System | macOS 15.2 (Build 24C5057p) | 
| Model | MacBook Air (Late 2020) | 
| Model ID | MacBookAir10,1 | 
| Motherboard | MacBookAir10,1 | 
| CPU Information | |
|---|---|
| Name | Apple M1 | 
| Topology | 1 Processor, 8 Cores | 
| Identifier | Apple M1 | 
| Base Frequency | 3.19 GHz | 
| Cluster 1 | 4 Cores | 
| Cluster 2 | 4 Cores | 
| Memory Information | |
|---|---|
| Size | 8.00 GB | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| 
Image Classification (SP)
 | 
100% | 
1402
 260.7 IPS  | 
|
| 
Image Classification (HP)
 | 
100% | 
6281
 1.17 KIPS  | 
|
| 
Image Classification (Q)
 | 
96% | 
5926
 1.11 KIPS  | 
|
| 
Image Segmentation (SP)
 | 
100% | 
1375
 22.3 IPS  | 
|
| 
Image Segmentation (HP)
 | 
100% | 
9746
 158.0 IPS  | 
|
| 
Image Segmentation (Q)
 | 
99% | 
9981
 161.8 IPS  | 
|
| 
Pose Estimation (SP)
 | 
100% | 
6523
 7.61 IPS  | 
|
| 
Pose Estimation (HP)
 | 
100% | 
69136
 80.7 IPS  | 
|
| 
Pose Estimation (Q)
 | 
95% | 
66236
 77.6 IPS  | 
|
| 
Object Detection (SP)
 | 
100% | 
1523
 120.8 IPS  | 
|
| 
Object Detection (HP)
 | 
99% | 
7505
 597.0 IPS  | 
|
| 
Object Detection (Q)
 | 
91% | 
6776
 541.4 IPS  | 
|
| 
Face Detection (SP)
 | 
100% | 
3047
 36.2 IPS  | 
|
| 
Face Detection (HP)
 | 
100% | 
16841
 200.1 IPS  | 
|
| 
Face Detection (Q)
 | 
100% | 
15467
 183.8 IPS  | 
|
| 
Depth Estimation (SP)
 | 
100% | 
5845
 45.0 IPS  | 
|
| 
Depth Estimation (HP)
 | 
99% | 
48412
 373.0 IPS  | 
|
| 
Depth Estimation (Q)
 | 
85% | 
49113
 383.8 IPS  | 
|
| 
Style Transfer (SP)
 | 
100% | 
16598
 21.3 IPS  | 
|
| 
Style Transfer (HP)
 | 
100% | 
122173
 157.1 IPS  | 
|
| 
Style Transfer (Q)
 | 
96% | 
115300
 148.8 IPS  | 
|
| 
Image Super-Resolution (SP)
 | 
100% | 
3710
 137.0 IPS  | 
|
| 
Image Super-Resolution (HP)
 | 
100% | 
23547
 869.5 IPS  | 
|
| 
Image Super-Resolution (Q)
 | 
99% | 
24199
 893.6 IPS  | 
|
| 
Text Classification (SP)
 | 
100% | 
2287
 3.05 KIPS  | 
|
| 
Text Classification (HP)
 | 
100% | 
3858
 5.15 KIPS  | 
|
| 
Text Classification (Q)
 | 
93% | 
3840
 5.15 KIPS  | 
|
| 
Machine Translation (SP)
 | 
100% | 
2468
 42.5 IPS  | 
|
| 
Machine Translation (HP)
 | 
100% | 
4920
 84.7 IPS  | 
|
| 
Machine Translation (Q)
 | 
98% | 
5255
 90.8 IPS  |