User | NoobNotFound |
Upload Date | October 14 2024 09:24 AM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.0.1 (Build 24A348) |
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 | 2.61 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 | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4995
934.6 IPS |
|
Image Classification (F16)
|
100% |
11568
2.16 KIPS |
|
Image Classification (I8)
|
99% |
11971
2.24 KIPS |
|
Image Segmentation (F32)
|
100% |
1008
16.8 IPS |
|
Image Segmentation (F16)
|
100% |
1253
20.9 IPS |
|
Image Segmentation (I8)
|
100% |
1257
21.0 IPS |
|
Pose Estimation (F32)
|
100% |
41290
50.0 IPS |
|
Pose Estimation (F16)
|
100% |
85787
103.9 IPS |
|
Pose Estimation (I8)
|
100% |
85112
103.1 IPS |
|
Object Detection (F32)
|
100% |
3310
247.1 IPS |
|
Object Detection (F16)
|
100% |
5003
373.5 IPS |
|
Object Detection (I8)
|
97% |
3024
225.8 IPS |
|
Face Detection (F32)
|
100% |
12435
147.9 IPS |
|
Face Detection (F16)
|
97% |
20104
239.0 IPS |
|
Face Detection (I8)
|
96% |
20091
238.9 IPS |
|
Depth Estimation (F32)
|
100% |
24881
193.0 IPS |
|
Depth Estimation (F16)
|
100% |
49983
387.6 IPS |
|
Depth Estimation (I8)
|
37% |
66065
512.3 IPS |
|
Style Transfer (F32)
|
100% |
84063
110.6 IPS |
|
Style Transfer (F16)
|
100% |
135675
178.5 IPS |
|
Style Transfer (I8)
|
100% |
142513
187.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
9644
344.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
33782
1.21 KIPS |
|
Image Super-Resolution (I8)
|
100% |
32362
1.16 KIPS |
|
Text Classification (F32)
|
100% |
1857
2.67 KIPS |
|
Text Classification (F16)
|
100% |
3301
4.74 KIPS |
|
Text Classification (I8)
|
96% |
3318
4.77 KIPS |
|
Machine Translation (F32)
|
100% |
728
13.4 IPS |
|
Machine Translation (F16)
|
100% |
2445
45.0 IPS |
|
Machine Translation (I8)
|
99% |
544
10.0 IPS |