IceCube 2.0 vs IceCube 2.0
| IceCube 2.0 | IceCube 2.0 | Difference | |
|---|---|---|---|
| Single Precision | 23181 | 23181 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Half Precision | 35399 | 35399 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Quantized | 17565 | 17565 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Geekbench AI 1.1.0 | Geekbench AI 1.1.0 | ||
System Information
| IceCube 2.0 | IceCube 2.0 | |
|---|---|---|
| AI Framework | ONNX | ONNX |
| AI Backend | DirectML | DirectML |
| AI Device | NVIDIA GeForce RTX 4070 SUPER | NVIDIA GeForce RTX 4070 SUPER |
| Operating System | Microsoft Windows 11 Home (64-bit) | Microsoft Windows 11 Home (64-bit) |
| Model | Micro-Star International Co., Ltd. MS-7D40 | Micro-Star International Co., Ltd. MS-7D40 |
| Processor |
Intel Core i7-14700 @ 2.10 GHz
1 Processor, 20 Cores, 28 Threads |
Intel Core i7-14700 @ 2.10 GHz
1 Processor, 20 Cores, 28 Threads |
| Processor ID | GenuineIntel Family 6 Model 183 Stepping 1 | GenuineIntel Family 6 Model 183 Stepping 1 |
| Processor Codename | ||
| Processor Package | ||
| Motherboard | Micro-Star International Co., Ltd. MPG B760I EDGE WIFI (MS-7D40) | Micro-Star International Co., Ltd. MPG B760I EDGE WIFI (MS-7D40) |
| Northbridge | ||
| Southbridge | ||
| BIOS | American Megatrends International, LLC. A.A0 | American Megatrends International, LLC. A.A0 |
| Memory | 32.00 GB | 32.00 GB |
AI Performance
| IceCube 2.0 | IceCube 2.0 | Difference | |
|---|---|---|---|
| Image Classification (SP) | 9194 | 9194 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Image Classification (HP) | 13768 | 13768 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Image Classification (Q) | 8016 | 8016 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Image Segmentation (SP) | 15199 | 15199 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Image Segmentation (HP) | 18735 | 18735 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Image Segmentation (Q) | 13967 | 13967 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Pose Estimation (SP) | 144645 | 144645 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Pose Estimation (HP) | 360794 | 360794 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Pose Estimation (Q) | 128269 | 128269 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Object Detection (SP) | 11118 | 11118 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Object Detection (HP) | 17227 | 17227 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Object Detection (Q) | 9072 | 9072 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Face Detection (SP) | 28342 | 28342 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Face Detection (HP) | 37920 | 37920 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Face Detection (Q) | 23616 | 23616 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Depth Estimation (SP) | 53650 | 53650 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Depth Estimation (HP) | 100643 | 100643 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Depth Estimation (Q) | 42501 | 42501 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Style Transfer (SP) | 258556 | 258556 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Style Transfer (HP) | 623651 | 623651 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Style Transfer (Q) | 227254 | 227254 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Image Super-Resolution (SP) | 43560 | 43560 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Image Super-Resolution (HP) | 55188 | 55188 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Image Super-Resolution (Q) | 29915 | 29915 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Text Classification (SP) | 3114 | 3114 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Text Classification (HP) | 3977 | 3977 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Text Classification (Q) | 1911 | 1911 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Machine Translation (SP) | 3739 | 3739 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Machine Translation (HP) | 3690 | 3690 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
| Machine Translation (Q) | 1646 | 1646 | 100.0% |
| IceCube 2.0 | |||
| IceCube 2.0 | |||
