Upload Date | May 08 2024 09:07 AM |
Views | 4 |
System Information | |
---|---|
Operating System | macOS 14.3.1 (Build 23D60) |
Model | MacBook Pro (14-inch, 2021) |
Model ID | MacBookPro18,3 |
Motherboard | MacBookPro18,3 |
CPU Information | |
---|---|
Name | Apple M1 Pro |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M1 Pro |
Base Frequency | 3.20 GHz |
Cluster 1 | 6 Cores |
Cluster 2 | 2 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 | 16.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3355
627.7 IPS |
|
Image Classification (F16)
|
100% |
3382
632.8 IPS |
|
Image Classification (I8)
|
99% |
2930
548.3 IPS |
|
Image Segmentation (F32)
|
100% |
1074
17.9 IPS |
|
Image Segmentation (F16)
|
100% |
1082
18.1 IPS |
|
Image Segmentation (I8)
|
100% |
1117
18.7 IPS |
|
Pose Estimation (F32)
|
100% |
28292
34.3 IPS |
|
Pose Estimation (F16)
|
100% |
28718
34.8 IPS |
|
Pose Estimation (I8)
|
100% |
27881
33.8 IPS |
|
Object Detection (F32)
|
100% |
2558
191.0 IPS |
|
Object Detection (F16)
|
100% |
2653
198.1 IPS |
|
Object Detection (I8)
|
97% |
2359
176.1 IPS |
|
Face Detection (F32)
|
100% |
10644
126.6 IPS |
|
Face Detection (F16)
|
97% |
10794
128.3 IPS |
|
Face Detection (I8)
|
96% |
9680
115.1 IPS |
|
Depth Estimation (F32)
|
100% |
16636
129.0 IPS |
|
Depth Estimation (F16)
|
96% |
16634
129.0 IPS |
|
Depth Estimation (I8)
|
37% |
15208
117.9 IPS |
|
Style Transfer (F32)
|
100% |
46453
61.1 IPS |
|
Style Transfer (F16)
|
100% |
49972
65.7 IPS |
|
Style Transfer (I8)
|
100% |
47070
61.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
5710
203.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
6578
234.9 IPS |
|
Image Super-Resolution (I8)
|
100% |
6240
222.9 IPS |
|
Text Classification (F32)
|
100% |
584
839.9 IPS |
|
Text Classification (F16)
|
100% |
512
736.2 IPS |
|
Text Classification (I8)
|
96% |
564
811.0 IPS |
|
Machine Translation (F32)
|
100% |
567
10.4 IPS |
|
Machine Translation (F16)
|
100% |
549
10.1 IPS |
|
Machine Translation (I8)
|
99% |
530
9.76 IPS |