Upload Date | January 29 2025 06:39 PM |
Views | 6 |
System Information | |
---|---|
Operating System | macOS 15.3 (Build 24D60) |
Model | MacBook Pro (13-inch, 2022) |
Model ID | Mac14,7 |
Motherboard | Mac14,7 |
CPU Information | |
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Name | Apple M2 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M2 |
Base Frequency | 3.40 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 | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1323
247.6 IPS |
|
Image Classification (F16)
|
100% |
1655
309.6 IPS |
|
Image Classification (I8)
|
99% |
2054
384.3 IPS |
|
Image Segmentation (F32)
|
100% |
762
12.7 IPS |
|
Image Segmentation (F16)
|
100% |
1174
19.6 IPS |
|
Image Segmentation (I8)
|
100% |
1034
17.3 IPS |
|
Pose Estimation (F32)
|
100% |
6413
7.77 IPS |
|
Pose Estimation (F16)
|
100% |
14092
17.1 IPS |
|
Pose Estimation (I8)
|
100% |
14113
17.1 IPS |
|
Object Detection (F32)
|
100% |
1445
107.9 IPS |
|
Object Detection (F16)
|
100% |
2076
155.0 IPS |
|
Object Detection (I8)
|
97% |
1468
109.6 IPS |
|
Face Detection (F32)
|
100% |
3137
37.3 IPS |
|
Face Detection (F16)
|
97% |
5915
70.3 IPS |
|
Face Detection (I8)
|
97% |
5861
69.7 IPS |
|
Depth Estimation (F32)
|
100% |
4483
34.8 IPS |
|
Depth Estimation (F16)
|
100% |
11772
91.3 IPS |
|
Depth Estimation (I8)
|
99% |
11693
90.7 IPS |
|
Style Transfer (F32)
|
100% |
18254
24.0 IPS |
|
Style Transfer (F16)
|
100% |
27042
35.6 IPS |
|
Style Transfer (I8)
|
100% |
27245
35.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
4183
149.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
5051
180.4 IPS |
|
Image Super-Resolution (I8)
|
100% |
5112
182.6 IPS |
|
Text Classification (F32)
|
100% |
2041
2.93 KIPS |
|
Text Classification (F16)
|
100% |
3346
4.81 KIPS |
|
Text Classification (I8)
|
96% |
3345
4.81 KIPS |
|
Machine Translation (F32)
|
100% |
1343
24.7 IPS |
|
Machine Translation (F16)
|
100% |
1614
29.7 IPS |
|
Machine Translation (I8)
|
99% |
1343
24.7 IPS |