Google Colab vs Google Colab
| Google Colab | Google Colab | Difference | |
|---|---|---|---|
| Single Precision | 322 | 322 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Half Precision | 319 | 319 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Quantized | 188 | 188 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Geekbench AI 1.5.0 | Geekbench AI 1.5.0 | ||
System Information
| Google Colab | Google Colab | |
|---|---|---|
| AI Framework | TensorFlow Lite | TensorFlow Lite |
| AI Backend | CPU | CPU |
| AI Device | Intel(R) Xeon(R) CPU @ 2.00GHz | Intel(R) Xeon(R) CPU @ 2.00GHz |
| Operating System | Ubuntu 22.04.4 LTS | Ubuntu 22.04.4 LTS |
| Model | Google Google Compute Engine | Google Google Compute Engine |
| Processor |
Intel Xeon @ 2.00 GHz
1 Processor, 1 Core, 2 Threads |
Intel Xeon @ 2.00 GHz
1 Processor, 1 Core, 2 Threads |
| Processor ID | GenuineIntel Family 6 Model 85 Stepping 3 | GenuineIntel Family 6 Model 85 Stepping 3 |
| Motherboard | Google Google Compute Engine | Google Google Compute Engine |
| BIOS | Google Google | Google Google |
| Memory | 12.67 GB | 12.67 GB |
AI Performance
| Google Colab | Google Colab | Difference | |
|---|---|---|---|
| Image Classification (SP) | 194 | 194 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Image Classification (HP) | 192 | 192 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Image Classification (Q) | 110 | 110 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Image Segmentation (SP) | 252 | 252 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Image Segmentation (HP) | 252 | 252 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Image Segmentation (Q) | 138 | 138 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Pose Estimation (SP) | 325 | 325 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Pose Estimation (HP) | 320 | 320 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Pose Estimation (Q) | 247 | 247 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Object Detection (SP) | 208 | 208 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Object Detection (HP) | 198 | 198 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Object Detection (Q) | 116 | 116 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Face Detection (SP) | 459 | 459 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Face Detection (HP) | 444 | 444 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Face Detection (Q) | 266 | 266 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Depth Estimation (SP) | 406 | 406 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Depth Estimation (HP) | 415 | 415 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Depth Estimation (Q) | 249 | 249 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Style Transfer (SP) | 565 | 565 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Style Transfer (HP) | 559 | 559 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Style Transfer (Q) | 562 | 562 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Image Super-Resolution (SP) | 231 | 231 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Image Super-Resolution (HP) | 236 | 236 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Image Super-Resolution (Q) | 161 | 161 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Text Classification (SP) | 323 | 323 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Text Classification (HP) | 344 | 344 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Text Classification (Q) | 148 | 148 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Machine Translation (SP) | 476 | 476 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Machine Translation (HP) | 433 | 433 | 100.0% |
| Google Colab | |||
| Google Colab | |||
| Machine Translation (Q) | 149 | 149 | 100.0% |
| Google Colab | |||
| Google Colab | |||
