Guide to system hardware requirements for TensorFlow in 2025. Read the CPU, GPU, RAM, and storage recommendations for AI and deep learning performance
| Category | Windows Requirements |
|---|---|
| CPU Requirements | Modern multi-core processor (Intel/AMD) with AVX support. |
| RAM (CPU Setup) | Minimum 8 GB (Recommended: 16 GB or more for large models). |
| GPU Requirements | NVIDIA GPU with CUDA support. |
| CUDA Version | CUDA 11.x or higher. |
| NVIDIA GPU Model | Compute Capability 3.5 or higher (e.g., GTX 10xx, RTX 20xx, RTX 30xx series). |
| CUDA Toolkit | Version 11.x or higher required. |
| cuDNN Version | cuDNN 8.x or later. |
| Recommended GPUs |
|
| GPU Memory (VRAM) | Minimum 6 GB VRAM (Recommended: 8 GB or more). |
| Example GPU Setup |
|
| Software Requirements |
|
| Category | macOS Requirements |
|---|---|
| CPU Requirements | Apple Silicon (M1/M2/M3) or Intel processor with AVX support. |
| RAM (CPU Setup) | Minimum 8 GB (Recommended: 16 GB or more). |
| GPU Requirements | Apple Metal-supported GPUs (No official CUDA support on Mac). |
| CUDA Version | Not supported (Mac does not support CUDA). |
| NVIDIA GPU Model | macOS relies on Metal API for GPU acceleration. |
| CUDA Toolkit | Not applicable. |
| cuDNN Version | Not applicable. |
| Recommended GPUs | Apple M1/M2/M3 Neural Engine for AI acceleration. |
| GPU Memory (VRAM) | Unified memory, minimum 8 GB (Recommended: 16 GB or more). |
| Example GPU Setup |
|
| Software Requirements |
|
| Category | Linux Requirements |
|---|---|
| CPU Requirements | Modern multi-core processor (Intel/AMD) with AVX support. |
| RAM (CPU Setup) | Minimum 8 GB (Recommended: 16 GB or more). |
| GPU Requirements | NVIDIA GPU with CUDA support. |
| CUDA Version | CUDA 11.x or higher required for NVIDIA GPUs. |
| NVIDIA GPU Model | Compute Capability 3.5 or higher (e.g., GTX 10xx, RTX 20xx, RTX 30xx series). |
| CUDA Toolkit | CUDA 11.x or higher. |
| cuDNN Version | cuDNN 8.x or higher. |
| Recommended GPUs |
|
| GPU Memory (VRAM) | Minimum 6 GB VRAM (Recommended: 8 GB or more). |
| Example GPU Setup |
|
| Software Requirements |
|
Notes:
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