direct ml 1 vs direct ml 1
| direct ml 1 | direct ml 1 | Difference | |
|---|---|---|---|
| Single Precision | 25517 | 25517 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Half Precision | 38110 | 38110 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Quantized | 15071 | 15071 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Geekbench AI 1.4.0 | Geekbench AI 1.4.0 | ||
System Information
| direct ml 1 | direct ml 1 | |
|---|---|---|
| AI Framework | ONNX | ONNX |
| AI Backend | DirectML | DirectML |
| AI Device | NVIDIA GeForce RTX 3090 | NVIDIA GeForce RTX 3090 |
| Operating System | Microsoft Windows 10 Pro (64-bit) | Microsoft Windows 10 Pro (64-bit) |
| Model | ASUS System Product Name | ASUS System Product Name |
| Processor |
Intel Core Ultra 7 265KF @ 3.88 GHz
1 Processor, 20 Cores |
Intel Core Ultra 7 265KF @ 3.88 GHz
1 Processor, 20 Cores |
| Processor ID | GenuineIntel Family 6 Model 198 Stepping 2 | GenuineIntel Family 6 Model 198 Stepping 2 |
| Processor Codename | ||
| Processor Package | ||
| Motherboard | ASUSTeK COMPUTER INC. ROG STRIX Z890-E GAMING WIFI | ASUSTeK COMPUTER INC. ROG STRIX Z890-E GAMING WIFI |
| Northbridge | ||
| Southbridge | ||
| BIOS | American Megatrends Inc. 1901 | American Megatrends Inc. 1901 |
| Memory | 96.00 GB | 96.00 GB |
AI Performance
| direct ml 1 | direct ml 1 | Difference | |
|---|---|---|---|
| Image Classification (SP) | 9744 | 9744 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Image Classification (HP) | 13412 | 13412 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Image Classification (Q) | 6464 | 6464 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Image Segmentation (SP) | 18315 | 18315 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Image Segmentation (HP) | 26012 | 26012 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Image Segmentation (Q) | 12649 | 12649 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Pose Estimation (SP) | 168689 | 168689 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Pose Estimation (HP) | 353686 | 353686 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Pose Estimation (Q) | 126278 | 126278 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Object Detection (SP) | 12503 | 12503 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Object Detection (HP) | 17424 | 17424 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Object Detection (Q) | 8318 | 8318 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Face Detection (SP) | 35736 | 35736 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Face Detection (HP) | 49687 | 49687 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Face Detection (Q) | 22328 | 22328 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Depth Estimation (SP) | 62211 | 62211 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Depth Estimation (HP) | 102020 | 102020 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Depth Estimation (Q) | 35780 | 35780 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Style Transfer (SP) | 268423 | 268423 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Style Transfer (HP) | 614498 | 614498 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Style Transfer (Q) | 188947 | 188947 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Image Super-Resolution (SP) | 36317 | 36317 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Image Super-Resolution (HP) | 52886 | 52886 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Image Super-Resolution (Q) | 21035 | 21035 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Text Classification (SP) | 3047 | 3047 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Text Classification (HP) | 3913 | 3913 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Text Classification (Q) | 1415 | 1415 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Machine Translation (SP) | 4710 | 4710 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Machine Translation (HP) | 4664 | 4664 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
| Machine Translation (Q) | 1567 | 1567 | 100.0% |
| direct ml 1 | |||
| direct ml 1 | |||
