User | mrdbourke |
Upload Date | December 14 2023 01:12 AM |
Views | 35 |
System Information | |
---|---|
Operating System | macOS 14.1.2 (Build 23B92) |
Model | MacBook Pro (14-inch, 2021) |
Model ID | MacBookPro18,3 |
Motherboard | MacBookPro18,3 |
CPU Information | |
---|---|
Name | Apple M1 Pro |
Topology | 1 Processor, 10 Cores |
Identifier | Apple M1 Pro |
Base Frequency | 547 MHz |
Cluster 1 | 8 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 | 32.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1088
203.5 IPS |
|
Image Classification (F16)
|
100% |
1754
328.3 IPS |
|
Image Classification (I8)
|
99% |
2620
490.3 IPS |
|
Image Segmentation (F32)
|
100% |
1251
20.9 IPS |
|
Image Segmentation (F16)
|
100% |
996
16.6 IPS |
|
Image Segmentation (I8)
|
100% |
988
16.5 IPS |
|
Pose Estimation (F32)
|
100% |
31293
37.9 IPS |
|
Pose Estimation (F16)
|
100% |
63470
76.9 IPS |
|
Pose Estimation (I8)
|
100% |
58583
70.9 IPS |
|
Object Detection (F32)
|
100% |
2815
210.2 IPS |
|
Object Detection (F16)
|
100% |
4385
327.4 IPS |
|
Object Detection (I8)
|
97% |
2701
201.7 IPS |
|
Face Detection (F32)
|
100% |
11514
136.9 IPS |
|
Face Detection (F16)
|
97% |
11289
134.2 IPS |
|
Face Detection (I8)
|
96% |
11462
136.3 IPS |
|
Depth Estimation (F32)
|
100% |
19031
147.6 IPS |
|
Depth Estimation (F16)
|
100% |
35817
277.8 IPS |
|
Depth Estimation (I8)
|
37% |
28985
224.8 IPS |
|
Style Transfer (F32)
|
100% |
50291
66.2 IPS |
|
Style Transfer (F16)
|
100% |
111421
146.6 IPS |
|
Style Transfer (I8)
|
100% |
112192
147.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
7227
258.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
16826
600.9 IPS |
|
Image Super-Resolution (I8)
|
100% |
17263
616.5 IPS |
|
Text Classification (F32)
|
100% |
481
691.1 IPS |
|
Text Classification (F16)
|
100% |
2026
2.91 KIPS |
|
Text Classification (I8)
|
96% |
2042
2.93 KIPS |
|
Machine Translation (F32)
|
100% |
748
13.8 IPS |
|
Machine Translation (F16)
|
100% |
2314
42.6 IPS |
|
Machine Translation (I8)
|
99% |
641
11.8 IPS |