Upload Date | January 20 2025 07:13 PM |
Views | 2 |
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 | 3.30 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% |
3350
626.9 IPS |
|
Image Classification (F16)
|
100% |
3389
634.1 IPS |
|
Image Classification (I8)
|
99% |
3438
643.4 IPS |
|
Image Segmentation (F32)
|
100% |
1270
21.2 IPS |
|
Image Segmentation (F16)
|
100% |
1207
20.2 IPS |
|
Image Segmentation (I8)
|
100% |
1274
21.3 IPS |
|
Pose Estimation (F32)
|
100% |
23076
27.9 IPS |
|
Pose Estimation (F16)
|
100% |
24669
29.9 IPS |
|
Pose Estimation (I8)
|
100% |
24565
29.7 IPS |
|
Object Detection (F32)
|
100% |
2763
206.3 IPS |
|
Object Detection (F16)
|
100% |
2887
215.5 IPS |
|
Object Detection (I8)
|
97% |
2046
152.8 IPS |
|
Face Detection (F32)
|
100% |
8873
105.5 IPS |
|
Face Detection (F16)
|
98% |
10041
119.4 IPS |
|
Face Detection (I8)
|
97% |
9898
117.7 IPS |
|
Depth Estimation (F32)
|
100% |
15556
120.6 IPS |
|
Depth Estimation (F16)
|
100% |
16979
131.7 IPS |
|
Depth Estimation (I8)
|
99% |
16265
126.1 IPS |
|
Style Transfer (F32)
|
100% |
39901
52.5 IPS |
|
Style Transfer (F16)
|
100% |
46760
61.5 IPS |
|
Style Transfer (I8)
|
100% |
46499
61.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
6905
246.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
8981
320.7 IPS |
|
Image Super-Resolution (I8)
|
100% |
6627
236.7 IPS |
|
Text Classification (F32)
|
100% |
1877
2.70 KIPS |
|
Text Classification (F16)
|
100% |
3375
4.85 KIPS |
|
Text Classification (I8)
|
96% |
3373
4.85 KIPS |
|
Machine Translation (F32)
|
100% |
760
14.0 IPS |
|
Machine Translation (F16)
|
100% |
805
14.8 IPS |
|
Machine Translation (I8)
|
99% |
701
12.9 IPS |