Upload Date | January 23 2025 02:10 AM |
Views | 4 |
System Information | |
---|---|
Operating System | macOS 14.5 (Build 23F5049f) |
Model | Mac15,13 |
Model ID | Mac15,13 |
Motherboard | Mac15,13 |
CPU Information | |
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Name | Apple M3 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M3 |
Base Frequency | 4.04 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 | 24.00 GB |
Inference Information | |
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Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1436
268.6 IPS |
|
Image Classification (F16)
|
100% |
1272
238.1 IPS |
|
Image Classification (I8)
|
99% |
2032
380.3 IPS |
|
Image Segmentation (F32)
|
100% |
689
11.5 IPS |
|
Image Segmentation (F16)
|
100% |
714
11.9 IPS |
|
Image Segmentation (I8)
|
100% |
654
10.9 IPS |
|
Pose Estimation (F32)
|
100% |
4826
5.84 IPS |
|
Pose Estimation (F16)
|
100% |
12386
15.0 IPS |
|
Pose Estimation (I8)
|
100% |
14503
17.6 IPS |
|
Object Detection (F32)
|
100% |
1526
113.9 IPS |
|
Object Detection (F16)
|
100% |
1816
135.6 IPS |
|
Object Detection (I8)
|
97% |
1327
99.1 IPS |
|
Face Detection (F32)
|
100% |
2074
24.7 IPS |
|
Face Detection (F16)
|
97% |
3197
38.0 IPS |
|
Face Detection (I8)
|
97% |
2788
33.1 IPS |
|
Depth Estimation (F32)
|
100% |
3042
23.6 IPS |
|
Depth Estimation (F16)
|
100% |
7174
55.6 IPS |
|
Depth Estimation (I8)
|
99% |
8354
64.8 IPS |
|
Style Transfer (F32)
|
100% |
18678
24.6 IPS |
|
Style Transfer (F16)
|
100% |
17672
23.2 IPS |
|
Style Transfer (I8)
|
100% |
26931
35.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
4876
174.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
5970
213.2 IPS |
|
Image Super-Resolution (I8)
|
100% |
5848
208.8 IPS |
|
Text Classification (F32)
|
100% |
2622
3.77 KIPS |
|
Text Classification (F16)
|
100% |
4148
5.96 KIPS |
|
Text Classification (I8)
|
96% |
4124
5.93 KIPS |
|
Machine Translation (F32)
|
100% |
1472
27.1 IPS |
|
Machine Translation (F16)
|
100% |
1700
31.3 IPS |
|
Machine Translation (I8)
|
99% |
1463
26.9 IPS |