Upload Date | May 08 2024 12:18 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.4.1 (Build 23E224) |
Model | MacBook Pro (16-inch, Nov 2023) |
Model ID | Mac15,7 |
Motherboard | Mac15,7 |
CPU Information | |
---|---|
Name | Apple M3 Pro |
Topology | 1 Processor, 12 Cores |
Identifier | Apple M3 Pro |
Base Frequency | 2.80 GHz |
Cluster 1 | 6 Cores |
Cluster 2 | 6 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 | 18.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1298
242.9 IPS |
|
Image Classification (F16)
|
100% |
1633
305.5 IPS |
|
Image Classification (I8)
|
99% |
1647
308.2 IPS |
|
Image Segmentation (F32)
|
100% |
670
11.2 IPS |
|
Image Segmentation (F16)
|
100% |
678
11.3 IPS |
|
Image Segmentation (I8)
|
100% |
674
11.3 IPS |
|
Pose Estimation (F32)
|
100% |
6524
7.90 IPS |
|
Pose Estimation (F16)
|
100% |
12808
15.5 IPS |
|
Pose Estimation (I8)
|
100% |
12788
15.5 IPS |
|
Object Detection (F32)
|
100% |
1336
99.8 IPS |
|
Object Detection (F16)
|
100% |
1789
133.5 IPS |
|
Object Detection (I8)
|
97% |
1342
100.2 IPS |
|
Face Detection (F32)
|
100% |
2041
24.3 IPS |
|
Face Detection (F16)
|
97% |
3876
46.1 IPS |
|
Face Detection (I8)
|
97% |
3892
46.3 IPS |
|
Depth Estimation (F32)
|
100% |
5285
41.0 IPS |
|
Depth Estimation (F16)
|
100% |
7563
58.7 IPS |
|
Depth Estimation (I8)
|
99% |
7549
58.5 IPS |
|
Style Transfer (F32)
|
100% |
16325
21.5 IPS |
|
Style Transfer (F16)
|
100% |
23500
30.9 IPS |
|
Style Transfer (I8)
|
100% |
23644
31.1 IPS |
|
Image Super-Resolution (F32)
|
100% |
4019
143.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
4775
170.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
4704
168.0 IPS |
|
Text Classification (F32)
|
100% |
2051
2.95 KIPS |
|
Text Classification (F16)
|
100% |
3309
4.76 KIPS |
|
Text Classification (I8)
|
96% |
3263
4.69 KIPS |
|
Machine Translation (F32)
|
100% |
884
16.3 IPS |
|
Machine Translation (F16)
|
100% |
1263
23.2 IPS |
|
Machine Translation (I8)
|
99% |
963
17.7 IPS |