Upload Date | January 17 2025 07:17 PM |
Views | 4 |
System Information | |
---|---|
Operating System | macOS 15.3 (Build 24D5055b) |
Model | MacBook Pro (13-inch, 2022) |
Model ID | Mac14,7 |
Motherboard | Mac14,7 |
CPU Information | |
---|---|
Name | Apple M2 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M2 |
Base Frequency | 3.47 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 | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3301
617.7 IPS |
|
Image Classification (F16)
|
100% |
3403
636.8 IPS |
|
Image Classification (I8)
|
99% |
3323
621.8 IPS |
|
Image Segmentation (F32)
|
100% |
1394
23.3 IPS |
|
Image Segmentation (F16)
|
100% |
1262
21.1 IPS |
|
Image Segmentation (I8)
|
100% |
1182
19.7 IPS |
|
Pose Estimation (F32)
|
100% |
23219
28.1 IPS |
|
Pose Estimation (F16)
|
100% |
24804
30.0 IPS |
|
Pose Estimation (I8)
|
100% |
24442
29.6 IPS |
|
Object Detection (F32)
|
100% |
1765
131.8 IPS |
|
Object Detection (F16)
|
100% |
2872
214.4 IPS |
|
Object Detection (I8)
|
97% |
2705
201.9 IPS |
|
Face Detection (F32)
|
100% |
8991
106.9 IPS |
|
Face Detection (F16)
|
98% |
7105
84.5 IPS |
|
Face Detection (I8)
|
97% |
5276
62.7 IPS |
|
Depth Estimation (F32)
|
100% |
16227
125.8 IPS |
|
Depth Estimation (F16)
|
100% |
17188
133.3 IPS |
|
Depth Estimation (I8)
|
99% |
13982
108.4 IPS |
|
Style Transfer (F32)
|
100% |
40617
53.4 IPS |
|
Style Transfer (F16)
|
100% |
46774
61.5 IPS |
|
Style Transfer (I8)
|
100% |
46930
61.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
10233
365.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
7706
275.2 IPS |
|
Image Super-Resolution (I8)
|
100% |
7289
260.3 IPS |
|
Text Classification (F32)
|
100% |
2080
2.99 KIPS |
|
Text Classification (F16)
|
100% |
3403
4.89 KIPS |
|
Text Classification (I8)
|
96% |
3322
4.77 KIPS |
|
Machine Translation (F32)
|
100% |
656
12.1 IPS |
|
Machine Translation (F16)
|
100% |
652
12.0 IPS |
|
Machine Translation (I8)
|
99% |
675
12.4 IPS |