TensorFlow
TensorFlow is an open-source software library for data-flow programming and machine learning applications such as neural networks
Features
TensorFlow is an open source software library for high performance numerical computation. Its flexible architecture allows easy deployment of computation across a variety of platforms (CPUs, GPUs, TPUs), and from desktops to clusters of servers to mobile and edge devices.
TensorFlow was originally developed by researchers and engineers from the Google Brain team within Google’s AI organization.
It comes with strong support for machine learning and deep learning and the flexible numerical computation core is used across many other scientific domains.
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System Requirements
| # | Minimum | Recommended |
|---|---|---|
| 1 | v2.7 for Python 2 | v3.3+ for Python 3 |
| 2 | NVIDIA CUDA 7.5 | NVIDIA CUDA 8.0 required for Pascal GPUs |
| 3 | Hardware: NVIDIA® GPU card with CUDA® Compute Capability 3.5 or higher | |
| 4 | Software: NVIDIA® GPU drivers —CUDA 9.0 requires 384.x or higher, CUDA® Toolkit —TensorFlow supports CUDA 9.0, CUPTI ships with the CUDA Toolkit, cuDNN SDK (>= 7.2) | Minimum Software plus: NCCL 2.2 for multiple GPU support, TensorRT 4.0 to improve latency and throughput for inference on some models |
Developer
Google Brain Team
Written in
C++, Python, CUDA
Initial Release
9 November 2015
Repository
License
Apache v2
Categories
Machine Learning, Artificial Intelligence, Deep Learning, Framework
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Notes
- TensorFlow, the TensorFlow logo and any related marks are trademarks of Google Inc.
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