Upload Date | August 17 2024 03:56 PM |
Views | 5 |
System Information | |
---|---|
Operating System | macOS 14.6.1 (Build 23G93) |
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 | 4.05 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% |
1640
306.9 IPS |
|
Image Classification (F16)
|
100% |
2098
392.5 IPS |
|
Image Classification (I8)
|
99% |
2097
392.5 IPS |
|
Image Segmentation (F32)
|
100% |
1060
17.7 IPS |
|
Image Segmentation (F16)
|
100% |
1010
16.9 IPS |
|
Image Segmentation (I8)
|
100% |
1013
16.9 IPS |
|
Pose Estimation (F32)
|
100% |
8309
10.1 IPS |
|
Pose Estimation (F16)
|
100% |
16351
19.8 IPS |
|
Pose Estimation (I8)
|
100% |
16347
19.8 IPS |
|
Object Detection (F32)
|
100% |
1693
126.4 IPS |
|
Object Detection (F16)
|
100% |
2265
169.1 IPS |
|
Object Detection (I8)
|
97% |
1696
126.6 IPS |
|
Face Detection (F32)
|
100% |
3293
39.2 IPS |
|
Face Detection (F16)
|
97% |
5041
59.9 IPS |
|
Face Detection (I8)
|
97% |
5017
59.7 IPS |
|
Depth Estimation (F32)
|
100% |
6693
51.9 IPS |
|
Depth Estimation (F16)
|
100% |
9611
74.5 IPS |
|
Depth Estimation (I8)
|
99% |
9599
74.4 IPS |
|
Style Transfer (F32)
|
100% |
21060
27.7 IPS |
|
Style Transfer (F16)
|
100% |
30674
40.3 IPS |
|
Style Transfer (I8)
|
100% |
30721
40.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
5162
184.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
5894
210.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
5797
207.0 IPS |
|
Text Classification (F32)
|
100% |
2595
3.73 KIPS |
|
Text Classification (F16)
|
100% |
4230
6.08 KIPS |
|
Text Classification (I8)
|
96% |
4204
6.04 KIPS |
|
Machine Translation (F32)
|
100% |
1452
26.7 IPS |
|
Machine Translation (F16)
|
100% |
1695
31.2 IPS |
|
Machine Translation (I8)
|
99% |
1453
26.7 IPS |