User | faridfawzi |
Upload Date | August 21 2024 02:28 AM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.6.1 (Build 23G93) |
Model | MacBook Pro (14-inch, Nov 2023) |
Model ID | Mac15,6 |
Motherboard | Mac15,6 |
CPU Information | |
---|---|
Name | Apple M3 Pro |
Topology | 1 Processor, 11 Cores |
Identifier | Apple M3 Pro |
Base Frequency | 4.05 GHz |
Cluster 1 | 5 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 | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5051
945.3 IPS |
|
Image Classification (F16)
|
100% |
5188
970.8 IPS |
|
Image Classification (I8)
|
99% |
4803
898.7 IPS |
|
Image Segmentation (F32)
|
100% |
2059
34.4 IPS |
|
Image Segmentation (F16)
|
100% |
1830
30.6 IPS |
|
Image Segmentation (I8)
|
100% |
2226
37.2 IPS |
|
Pose Estimation (F32)
|
100% |
32694
39.6 IPS |
|
Pose Estimation (F16)
|
100% |
34806
42.1 IPS |
|
Pose Estimation (I8)
|
100% |
34316
41.6 IPS |
|
Object Detection (F32)
|
100% |
3919
292.6 IPS |
|
Object Detection (F16)
|
100% |
4315
322.1 IPS |
|
Object Detection (I8)
|
97% |
3839
286.6 IPS |
|
Face Detection (F32)
|
100% |
13168
156.6 IPS |
|
Face Detection (F16)
|
98% |
15848
188.4 IPS |
|
Face Detection (I8)
|
97% |
15274
181.6 IPS |
|
Depth Estimation (F32)
|
100% |
21855
169.5 IPS |
|
Depth Estimation (F16)
|
100% |
24583
190.6 IPS |
|
Depth Estimation (I8)
|
37% |
22477
174.3 IPS |
|
Style Transfer (F32)
|
100% |
74146
97.5 IPS |
|
Style Transfer (F16)
|
100% |
83919
110.4 IPS |
|
Style Transfer (I8)
|
100% |
82317
108.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
11612
414.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
10225
365.2 IPS |
|
Image Super-Resolution (I8)
|
100% |
9543
340.8 IPS |
|
Text Classification (F32)
|
100% |
542
779.4 IPS |
|
Text Classification (F16)
|
100% |
714
1.03 KIPS |
|
Text Classification (I8)
|
96% |
801
1.15 KIPS |
|
Machine Translation (F32)
|
100% |
1055
19.4 IPS |
|
Machine Translation (F16)
|
100% |
1074
19.8 IPS |
|
Machine Translation (I8)
|
99% |
984
18.1 IPS |