Upload Date | February 06 2025 08:42 PM |
Views | 5 |
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 | 3.46 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 | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3350
626.9 IPS |
|
Image Classification (F16)
|
100% |
11583
2.17 KIPS |
|
Image Classification (I8)
|
99% |
12029
2.25 KIPS |
|
Image Segmentation (F32)
|
100% |
1340
22.4 IPS |
|
Image Segmentation (F16)
|
100% |
1982
33.1 IPS |
|
Image Segmentation (I8)
|
100% |
1942
32.4 IPS |
|
Pose Estimation (F32)
|
100% |
22748
27.5 IPS |
|
Pose Estimation (F16)
|
100% |
85567
103.6 IPS |
|
Pose Estimation (I8)
|
100% |
97920
118.6 IPS |
|
Object Detection (F32)
|
100% |
2533
189.1 IPS |
|
Object Detection (F16)
|
100% |
5388
402.2 IPS |
|
Object Detection (I8)
|
97% |
2625
196.0 IPS |
|
Face Detection (F32)
|
100% |
8536
101.5 IPS |
|
Face Detection (F16)
|
97% |
18249
217.0 IPS |
|
Face Detection (I8)
|
96% |
19963
237.4 IPS |
|
Depth Estimation (F32)
|
100% |
15796
122.5 IPS |
|
Depth Estimation (F16)
|
100% |
47721
370.1 IPS |
|
Depth Estimation (I8)
|
37% |
51176
396.9 IPS |
|
Style Transfer (F32)
|
100% |
40942
53.9 IPS |
|
Style Transfer (F16)
|
100% |
134212
176.5 IPS |
|
Style Transfer (I8)
|
100% |
132928
174.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
6414
229.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
35832
1.28 KIPS |
|
Image Super-Resolution (I8)
|
100% |
33463
1.20 KIPS |
|
Text Classification (F32)
|
100% |
2061
2.96 KIPS |
|
Text Classification (F16)
|
100% |
3452
4.96 KIPS |
|
Text Classification (I8)
|
96% |
3465
4.98 KIPS |
|
Machine Translation (F32)
|
100% |
789
14.5 IPS |
|
Machine Translation (F16)
|
100% |
1425
26.2 IPS |
|
Machine Translation (I8)
|
99% |
807
14.8 IPS |