MINISFORUM BD790i with AMD Ryzen 9 7945HX + NVIDIA GeForce RTX 4070 SUPER Performance Overview
The MINISFORUM BD790i, powered by the AMD Ryzen 9 7945HX and paired with the NVIDIA GeForce RTX 4070 SUPER and 96 GB of Crucial RAM, delivers excellent AI performance across a range of workloads. The system excels in tasks like Style Transfer, Pose Estimation, and Object Detection, utilizing the power of the RTX 4070 SUPER to handle high-precision AI tasks efficiently.
Hardware Specs
- CPU: AMD Ryzen 9 7945HX, 16 cores (2.50 GHz) - $479.99
- RAM: 96 GB Crucial RAM - $224.99
- GPU: NVIDIA GeForce RTX 4070 SUPER 12GB GDDR6X Founders Edition – $653.24
Estimated Total Price (2024): $1,358.22
This reflects the current price for the system’s components as of 2024.
Price-to-Performance: 2,048.2 per $100
The MINISFORUM BD790i achieves a price-to-performance ratio of 2,048.2 per $100, based on its overall single precision GPU benchmark score of 27,830.
Price-to-Performance Calculation:
The price-to-performance ratio is calculated by dividing the single precision GPU benchmark score by the system price, then multiplying by 100.
Calculation: (27830 / 1358.22) × 100 ≈ 2,048.2 per $100
DirectML GPU Benchmarks
This benchmark highlights the performance of the NVIDIA GeForce RTX 4070 SUPER in various AI tasks, especially excelling in Style Transfer and Pose Estimation. The GPU delivers high precision and speed across a range of AI workloads.
View the full benchmark test here.
Benchmark Scores
- Single Precision: 27,830
- Half Precision: 42,004
- Quantized: 21,032
Top AI Tasks (Single Precision)
| AI Task | Score | IPS | AI Task | Score | IPS |
|---|---|---|---|---|---|
| 1. Style Transfer | 300,545 | 386.4 | 4. Depth Estimation | 64,984 | 500.7 |
| 2. Pose Estimation | 168,006 | 196.0 | 5. Face Detection | 34,754 | 412.9 |
| 3. Image Segmentation | 18,500 | 299.9 | 6. Object Detection | 13,323 | 1.06 KIPS |
ONNX CPU Benchmarks
This test focuses on the AMD Ryzen 9 7945HX CPU, measuring its performance in AI workloads. The CPU delivers competent results in both single and quantized precision tasks, with strong performance in Style Transfer and Pose Estimation. However, it is less efficient than the GPU in handling intensive AI workloads.
View the full benchmark test here.
Benchmark Scores
- Single Precision: 4,082
- Half Precision: 1,724
- Quantized: 4,938
Top AI Tasks (Single Precision)
| AI Task | Score | IPS | AI Task | Score | IPS |
|---|---|---|---|---|---|
| 1. Style Transfer | 26,690 | 34.3 | 4. Pose Estimation | 13,997 | 16.3 |
| 2. Depth Estimation | 9,027 | 69.5 | 5. Object Detection | 2,293 | 181.9 |
| 3. Image Segmentation | 2,283 | 37.0 | 6. Face Detection | 3,397 | 40.4 |
OpenVINO CPU Benchmarks
In this test using the OpenVINO Backend, the AMD Ryzen 9 7945HX demonstrates balanced performance across various tasks, excelling in Style Transfer, Face Detection, and Object Detection. The quantized results are especially impressive, indicating that the system can handle tasks requiring high precision at greater efficiency.
View the full benchmark test here.
Benchmark Scores
- Single Precision: 8,157
- Half Precision: 8,260
- Quantized: 18,444
Top AI Tasks (Single Precision)
| AI Task | Score | IPS | AI Task | Score | IPS |
|---|---|---|---|---|---|
| 1. Style Transfer | 37,133 | 47.7 | 4. Object Detection | 5,004 | 397.0 |
| 2. Pose Estimation | 14,228 | 16.6 | 5. Depth Estimation | 14,244 | 109.7 |
| 3. Image Classification | 4,500 | 836.8 | 6. Face Detection | 13,532 | 160.8 |
Final Summary
The MINISFORUM BD790i offers outstanding AI performance across different backends. With the NVIDIA GeForce RTX 4070 SUPER, the system shines in tasks such as Style Transfer, Pose Estimation, and Depth Estimation, delivering high precision and speed. The AMD Ryzen 9 7945HX CPU supports strong performance in quantized tasks, especially in configurations using the OpenVINO and ONNX backends. Overall, this system is a powerhouse for AI workloads, combining exceptional GPU and CPU capabilities for a wide range of AI applications.