| User | jackhuang2024 |
| Upload Date | September 18 2024 09:29 PM |
| Views | 8 |
| AI Information | |
|---|---|
| Framework | Core ML |
| Backend | Neural Engine |
| Device | Apple M1 |
| System Information | |
|---|---|
| Operating System | macOS 15.0 (Build 24A335) |
| 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 | 3.20 GHz |
| Cluster 1 | 4 Cores |
| Cluster 2 | 4 Cores |
| Memory Information | |
|---|---|
| Size | 8.00 GB |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (SP)
|
100% |
1390
258.5 IPS |
|
|
Image Classification (HP)
|
100% |
6426
1.19 KIPS |
|
|
Image Classification (Q)
|
96% |
5969
1.11 KIPS |
|
|
Image Segmentation (SP)
|
100% |
1348
21.8 IPS |
|
|
Image Segmentation (HP)
|
100% |
6636
107.6 IPS |
|
|
Image Segmentation (Q)
|
99% |
6777
109.9 IPS |
|
|
Pose Estimation (SP)
|
100% |
6542
7.63 IPS |
|
|
Pose Estimation (HP)
|
100% |
69109
80.6 IPS |
|
|
Pose Estimation (Q)
|
95% |
65927
77.3 IPS |
|
|
Object Detection (SP)
|
100% |
1512
119.9 IPS |
|
|
Object Detection (HP)
|
99% |
7279
579.1 IPS |
|
|
Object Detection (Q)
|
91% |
6926
553.4 IPS |
|
|
Face Detection (SP)
|
100% |
3050
36.2 IPS |
|
|
Face Detection (HP)
|
100% |
16909
200.9 IPS |
|
|
Face Detection (Q)
|
100% |
15622
185.6 IPS |
|
|
Depth Estimation (SP)
|
100% |
5813
44.8 IPS |
|
|
Depth Estimation (HP)
|
99% |
48971
377.3 IPS |
|
|
Depth Estimation (Q)
|
85% |
49636
387.9 IPS |
|
|
Style Transfer (SP)
|
100% |
16851
21.7 IPS |
|
|
Style Transfer (HP)
|
100% |
122503
157.5 IPS |
|
|
Style Transfer (Q)
|
96% |
116186
149.9 IPS |
|
|
Image Super-Resolution (SP)
|
100% |
3731
137.8 IPS |
|
|
Image Super-Resolution (HP)
|
100% |
23867
881.3 IPS |
|
|
Image Super-Resolution (Q)
|
99% |
24413
901.5 IPS |
|
|
Text Classification (SP)
|
100% |
2319
3.10 KIPS |
|
|
Text Classification (HP)
|
100% |
3919
5.23 KIPS |
|
|
Text Classification (Q)
|
93% |
4014
5.39 KIPS |
|
|
Machine Translation (SP)
|
100% |
2485
42.8 IPS |
|
|
Machine Translation (HP)
|
100% |
2349
40.5 IPS |
|
|
Machine Translation (Q)
|
98% |
2323
40.1 IPS |