Upload Date | October 25 2024 07:18 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.1 (Build 24B82) |
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 | 3.32 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 | |
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Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1314
245.8 IPS |
|
Image Classification (F16)
|
100% |
2353
440.3 IPS |
|
Image Classification (I8)
|
99% |
2331
436.2 IPS |
|
Image Segmentation (F32)
|
100% |
852
14.2 IPS |
|
Image Segmentation (F16)
|
100% |
1119
18.7 IPS |
|
Image Segmentation (I8)
|
100% |
1014
16.9 IPS |
|
Pose Estimation (F32)
|
100% |
6222
7.53 IPS |
|
Pose Estimation (F16)
|
100% |
13961
16.9 IPS |
|
Pose Estimation (I8)
|
100% |
13927
16.9 IPS |
|
Object Detection (F32)
|
100% |
1442
107.7 IPS |
|
Object Detection (F16)
|
100% |
2492
186.1 IPS |
|
Object Detection (I8)
|
97% |
1445
107.9 IPS |
|
Face Detection (F32)
|
100% |
3030
36.0 IPS |
|
Face Detection (F16)
|
97% |
5786
68.8 IPS |
|
Face Detection (I8)
|
97% |
5481
65.2 IPS |
|
Depth Estimation (F32)
|
100% |
5470
42.4 IPS |
|
Depth Estimation (F16)
|
100% |
11724
90.9 IPS |
|
Depth Estimation (I8)
|
99% |
11617
90.1 IPS |
|
Style Transfer (F32)
|
100% |
18039
23.7 IPS |
|
Style Transfer (F16)
|
100% |
27023
35.5 IPS |
|
Style Transfer (I8)
|
100% |
27248
35.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
4207
150.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
4948
176.7 IPS |
|
Image Super-Resolution (I8)
|
100% |
4943
176.5 IPS |
|
Text Classification (F32)
|
100% |
2009
2.89 KIPS |
|
Text Classification (F16)
|
100% |
3393
4.88 KIPS |
|
Text Classification (I8)
|
96% |
3470
4.99 KIPS |
|
Machine Translation (F32)
|
100% |
1359
25.0 IPS |
|
Machine Translation (F16)
|
100% |
1639
30.2 IPS |
|
Machine Translation (I8)
|
99% |
1339
24.6 IPS |