Computer for AI with 250,000 Customers and 50-field Database
Hardware:
| Item | Specification | Price | Vendor | Link |
|---|---|---|---|---|
| CPU | AMD Ryzen 9 5950X (16 cores, 32 threads) | $799.99 | Amazon | https://www.amazon.com/AMD-100-100000059WOF-Processor-16-Core-3-4GHz/dp/B08SKRMFSD |
| RAM | 128GB DDR4-3200 | $429.99 | Amazon | https://www.amazon.com/Computer-Memory-128-GB-Above/s?keywords=Computer+Memory&rh=n%3A172500%2Cp_n_feature_five_browse-bin%3A9559993011&c=ts&ts_id=172500 |
| SSD | 1TB NVMe PCIe Gen4 | $249.99 | Amazon | https://www.amazon.com/samsung-980-pro/s?k=samsung+980+pro |
| HDD | 4TB SATA III | $99.99 | Amazon | https://www.amazon.com/Internal-Hard-Drives-4-TB-Above/s?keywords=Internal+Hard+Drives&rh=n%3A1254762011%2Cp_n_feature_two_browse-bin%3A5446816011&c=ts&ts_id=1254762011 |
| GPU | NVIDIA RTX 3080 10GB | $1,199.00 | Newegg | https://www.newegg.com/p/pl?N=100007709+601357247 |
| Power Supply | Corsair RM850x (850W) | $189.99 | Amazon | https://www.amazon.com/Corsair-RM850x-Fully-Modular-Supply/dp/B08R5JPTMZ |
| Case | Fractal Design Meshify C ATX Mid Tower Case | $109.99 | Amazon | https://www.amazon.com/Fractal-Design-Meshify-TG-Lt/dp/B07B3JDBM2 |
Software:
| Software | License | Price | Vendor | Link |
|---|---|---|---|---|
| Operating System | Ubuntu Server 20.04 LTS | Free | N/A | https://ubuntu.com/download/server/choose |
| NVIDIA Drivers | Latest drivers for RTX 3080 | Free | NVIDIA | https://www.nvidia.com/download/index.aspx |
| CUDA Toolkit | Latest version with cuDNN | Free | NVIDIA | https://developer.nvidia.com/cuda-toolkit-archive |
| Python 3 | Free | N/A | Python Software Foundation | https://www.python.org/downloads/ |
| TensorFlow | Latest version | Free | TensorFlow | https://www.tensorflow.org/ |
| Other libraries | (e.g., NumPy, Pandas, scikit-learn) | Free | Open source libraries | https://numpy.org/, https://pandas.pydata.org/, https://scikit-learn.org/ |
| Anaconda (optional) | Individual plan ($8.99/month) | $8.99/month | Anaconda | https://www.anaconda.com/blog/anaconda-individual-edition-2021-11 |
Total Cost:
- Hardware: $3,088.94
- Software: $8.99/month (optional)
Notes:
- This is a high-performance configuration designed to handle large datasets and complex AI models for a business with 250,000 customers and a 50-field database with pictures.
- The specific hardware and software needs may vary depending on the specific AI model and application.
- It is recommended to consult with an AI expert to determine the optimal hardware and software configuration for your specific needs.
Additional recommendations:
- Consider using a cloud-based solution for AI if you need more scalability or flexibility.
- Invest in a high-quality backup solution to protect your data.
- Implement security measures to protect your AI system from unauthorized access.
This information should help you get started with choosing the right computer and software for your AI needs. Remember to do further research and adjust the configuration based on your specific requirements.