Upload Date | July 06 2024 10:31 PM |
Views | 3 |
System Information | |
---|---|
Operating System | macOS 15.0 (Build 24A5279h) |
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 | 18.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5178
968.9 IPS |
|
Image Classification (F16)
|
100% |
5915
1.11 KIPS |
|
Image Classification (I8)
|
99% |
5614
1.05 KIPS |
|
Image Segmentation (F32)
|
100% |
1974
33.0 IPS |
|
Image Segmentation (F16)
|
100% |
2098
35.0 IPS |
|
Image Segmentation (I8)
|
100% |
2057
34.4 IPS |
|
Pose Estimation (F32)
|
100% |
42058
50.9 IPS |
|
Pose Estimation (F16)
|
100% |
45188
54.7 IPS |
|
Pose Estimation (I8)
|
100% |
44060
53.4 IPS |
|
Object Detection (F32)
|
100% |
3818
285.0 IPS |
|
Object Detection (F16)
|
100% |
3382
252.5 IPS |
|
Object Detection (I8)
|
97% |
2908
217.1 IPS |
|
Face Detection (F32)
|
100% |
13739
163.4 IPS |
|
Face Detection (F16)
|
98% |
19496
231.8 IPS |
|
Face Detection (I8)
|
97% |
18479
219.7 IPS |
|
Depth Estimation (F32)
|
100% |
21341
165.5 IPS |
|
Depth Estimation (F16)
|
100% |
28821
223.5 IPS |
|
Depth Estimation (I8)
|
99% |
22576
175.1 IPS |
|
Style Transfer (F32)
|
100% |
72253
95.0 IPS |
|
Style Transfer (F16)
|
100% |
85309
112.2 IPS |
|
Style Transfer (I8)
|
100% |
83513
109.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
8285
295.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
10730
383.2 IPS |
|
Image Super-Resolution (I8)
|
100% |
8993
321.2 IPS |
|
Text Classification (F32)
|
100% |
2518
3.62 KIPS |
|
Text Classification (F16)
|
100% |
4324
6.21 KIPS |
|
Text Classification (I8)
|
96% |
4331
6.22 KIPS |
|
Machine Translation (F32)
|
100% |
1100
20.2 IPS |
|
Machine Translation (F16)
|
100% |
1151
21.2 IPS |
|
Machine Translation (I8)
|
99% |
748
13.8 IPS |