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GPU

596 bytes added, 18:02, 17 May 2020
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Nvidia's "Titan" line of Geforce cards use consumer drivers, but use professional or server class chips. As such, the Titan line can cost anywhere from $1000 to $3000 per card.
 
=== Ampere Architecture ===
[https://en.wikipedia.org/wiki/Ampere_(microarchitecture) Ampere microarchitecture] announced on May 14, 2020 <ref>[https://www.nextplatform.com/2020/05/14/nvidia-unifies-ai-compute-with-ampere-gpu/ Nvidia Unifies AI Compute With “Ampere” GPU] by [https://www.nextplatform.com/author/tpmn/ Timothy Prickett Morgan], [https://www.nextplatform.com/ The Next Platform], May 14, 2020</ref>.
=== Turing Architecture ===
[https://www.nvidia.com/content/dam/en-zz/Solutions/design-visualization/technologies/turing-architecture/NVIDIA-Turing-Architecture-Whitepaper.pdf Architectural Whitepaper]
[https://en.wikipedia.org/wiki/Turing_(microarchitecture) Turing ] cards were first released in 2018. They are the first consumer cores to launch with RTX, or raytracing, features. RTX instructions will more quickly traverse an aabb tree to discover ray-intersections with lists of bounding-boxes, accelerating raytracing performance. These are also the first consumer cards to launch with Tensor cores, 4x4 matrix multiplication FP16 instructions to accelerate convolutional neural networks.
* RTX 2080 Ti
[https://images.nvidia.com/content/volta-architecture/pdf/volta-architecture-whitepaper.pdf Architecture Whitepaper]
[https://en.wikipedia.org/wiki/Volta_(microarchitecture) Volta ] cards were released in 2017. Only Tesla and Titan cards were produced in this generation, aiming only for the most expensive end of the market. They were the first cards to launch with Tensor cores, supporting 4x4 FP16 matrix multiplications to accelerate convolutional neural networks.
* Tesla V100
[https://images.nvidia.com/content/pdf/tesla/whitepaper/pascal-architecture-whitepaper.pdf Architecture Whitepaper]
[https://en.wikipedia.org/wiki/Pascal_(microarchitecture) Pascal ] cards were first released in 2016.
* Tesla P100

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