Google is going to be God! The previously released Google Lens can use AI to help you see the world: use the lens to sweep the wildflowers on the side of the road and tell you what it is. Scan the router barcode to automatically connect to WIFI: Sweep the restaurant on the side of the road and immediately jump out of the restaurant's rating information, etc.: Can also remove the messy things in the photo, kill the repair software: By the way, it can also be combined with Google Translate to scan the language immediately: The rhythm of a few streets of Mania Siri! At the press conference, many users were scared by the intelligence of Google Assistant. These powerful artificial intelligence relies on the powerful second-generation Tensor processing unit TPU. It effectively turns Google servers into supercomputers with 11.5 petaflops of floating point computing power. The second-generation TPU is called "CloudTPU" and will be available to everyone through the Google Cloud Platform. Developers of the Google Cloud Platform can still use traditional chips to design, such as NVIDIA VoltaGPU or Intel Skylake. This is a cloud computing hardware and software system, primarily to increase the amount of load required for machine learning computing, including training and reasoning. TPU is a dedicated logic circuit, single work, fast, but due to the fact that ASIC, so the cost is high. The first generation of TPU brought breakthrough progress, but it did not completely eliminate the CPU and GPU, mainly to solve the problem of high cost and poor durability of the integrated circuit. And the second generation of TPU devices can provide up to 180 trillion floating point operations per second. The biggest benefit of CloudTPU is Google's open source machine learning framework TensorFlow. Developers and researchers use advanced APIs to turn these TPUs into, making it easier to train machine learning models on CPU, GPU, or CloudTPU with minimal code changes. Google has also designed a custom high-speed network for each TPU that can be combined to build a machine learning supercomputer called "CloudTPUpod." Each CloudTPUpod contains 64 second-generation TPUs, turning the Google server into a supercomputer with 11.5 petaflops per second of floating-point computing power that can be used to train a single large machine learning model, or multiple smaller models. Google said that if you want to train the latest large-scale translation model, then it takes a whole day to use 32 of the world's most powerful commercial GPUs, while CloudTPUpod requires only 1/8 of the performance and can be completed in 6 hours. The training of the model. It is reported that Google is also developing TensorFlowResearchCloud consisting of thousands of TPUs. Released the second generation of the Tensor Processing Unit (TPU), a cloud computing hardware and software system that will be launched on Google Cloud, known as the Cloud TPU, primarily to increase the amount of load required for machine learning computing, including Training and reasoning, this can be said to be a great gospel for Google's cloud computing platform. This new TPU device delivers up to 180 teraflops per second. The performance of the second generation of TPU devices can provide up to 180 teraflops of floating point calculations. Not only that, but Google also integrated these upgraded TPUs into the Cloud TPU. Each TPU contains a custom high-speed network that forms a machine learning supercomputer that Google calls a "TPU pod." A TPU pod contains 64 second-generation TPUs, providing up to 11.5 petaflops, speeding up training for a single large machine learning model. Pichai also said in his speech that with TPU pods, Google has significantly increased the time it takes to train neural networks. A new large translation model from Google, which used to have 32 commercial best GPUs to spend a whole day training - now, in just one afternoon, eight second-generation TPUs can achieve the same training accuracy. This is equivalent to announcing "NVIDIA's GPU to the market, go to yours!" AI will soon subvert human social order, and the terrible artificial intelligence like Google Assistant will gradually control our lives!
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