User | Aech |
Upload Date | August 21 2024 12:07 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.0 (Build 24A5320a) |
Model | MacBook Pro (14-inch, Nov 2023) |
Model ID | Mac15,6 |
Motherboard | Mac15,6 |
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 | 36.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1583
296.3 IPS |
|
Image Classification (F16)
|
100% |
2729
510.6 IPS |
|
Image Classification (I8)
|
99% |
2772
518.7 IPS |
|
Image Segmentation (F32)
|
100% |
1138
19.0 IPS |
|
Image Segmentation (F16)
|
100% |
1449
24.2 IPS |
|
Image Segmentation (I8)
|
100% |
1461
24.4 IPS |
|
Pose Estimation (F32)
|
100% |
8552
10.4 IPS |
|
Pose Estimation (F16)
|
100% |
16532
20.0 IPS |
|
Pose Estimation (I8)
|
100% |
16503
20.0 IPS |
|
Object Detection (F32)
|
100% |
1710
127.7 IPS |
|
Object Detection (F16)
|
100% |
2731
203.9 IPS |
|
Object Detection (I8)
|
97% |
1708
127.5 IPS |
|
Face Detection (F32)
|
100% |
3683
43.8 IPS |
|
Face Detection (F16)
|
97% |
6537
77.7 IPS |
|
Face Detection (I8)
|
97% |
6520
77.5 IPS |
|
Depth Estimation (F32)
|
100% |
7168
55.6 IPS |
|
Depth Estimation (F16)
|
100% |
13202
102.4 IPS |
|
Depth Estimation (I8)
|
99% |
13198
102.3 IPS |
|
Style Transfer (F32)
|
100% |
21895
28.8 IPS |
|
Style Transfer (F16)
|
100% |
32492
42.7 IPS |
|
Style Transfer (I8)
|
100% |
32588
42.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
5411
193.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
5844
208.7 IPS |
|
Image Super-Resolution (I8)
|
100% |
5863
209.4 IPS |
|
Text Classification (F32)
|
100% |
2507
3.60 KIPS |
|
Text Classification (F16)
|
100% |
4308
6.19 KIPS |
|
Text Classification (I8)
|
96% |
4353
6.26 KIPS |
|
Machine Translation (F32)
|
100% |
1466
27.0 IPS |
|
Machine Translation (F16)
|
100% |
1790
32.9 IPS |
|
Machine Translation (I8)
|
99% |
1461
26.9 IPS |