Upload Date | August 17 2024 11:10 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 | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1648
308.3 IPS |
|
Image Classification (F16)
|
100% |
2106
394.1 IPS |
|
Image Classification (I8)
|
99% |
2108
394.4 IPS |
|
Image Segmentation (F32)
|
100% |
1056
17.6 IPS |
|
Image Segmentation (F16)
|
100% |
1013
16.9 IPS |
|
Image Segmentation (I8)
|
100% |
1011
16.9 IPS |
|
Pose Estimation (F32)
|
100% |
8331
10.1 IPS |
|
Pose Estimation (F16)
|
100% |
16351
19.8 IPS |
|
Pose Estimation (I8)
|
100% |
16359
19.8 IPS |
|
Object Detection (F32)
|
100% |
1692
126.4 IPS |
|
Object Detection (F16)
|
100% |
2263
169.0 IPS |
|
Object Detection (I8)
|
97% |
1692
126.3 IPS |
|
Face Detection (F32)
|
100% |
3287
39.1 IPS |
|
Face Detection (F16)
|
97% |
5014
59.6 IPS |
|
Face Detection (I8)
|
97% |
5062
60.2 IPS |
|
Depth Estimation (F32)
|
100% |
6695
51.9 IPS |
|
Depth Estimation (F16)
|
100% |
9612
74.5 IPS |
|
Depth Estimation (I8)
|
99% |
9620
74.6 IPS |
|
Style Transfer (F32)
|
100% |
21057
27.7 IPS |
|
Style Transfer (F16)
|
100% |
30358
39.9 IPS |
|
Style Transfer (I8)
|
100% |
30364
39.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
5161
184.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
6011
214.7 IPS |
|
Image Super-Resolution (I8)
|
100% |
5856
209.1 IPS |
|
Text Classification (F32)
|
100% |
2575
3.70 KIPS |
|
Text Classification (F16)
|
100% |
4177
6.00 KIPS |
|
Text Classification (I8)
|
96% |
4193
6.03 KIPS |
|
Machine Translation (F32)
|
100% |
1447
26.6 IPS |
|
Machine Translation (F16)
|
100% |
1696
31.2 IPS |
|
Machine Translation (I8)
|
99% |
1450
26.7 IPS |