Data library construction method optimized by intelligent algorithm
A technology of intelligent algorithm and intelligent optimization algorithm, which is applied in electrical digital data processing, digital data information retrieval, special data processing applications, etc. Achieve the effect of lowering the threshold of artificial intelligence and shortening the cycle of algorithm optimization
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Embodiment 1
[0082] The software and hardware configuration scheme based on Hadoop server cluster in Embodiment 1 is shown in Table 2.
[0083] Table 2
[0084]
[0085] (1) Split the Minist handwritten image data into 4 file blocks, upload them to the data library for users to choose and use, and perform backup processing according to the above security mechanism.
[0086] (2) The user selects the Mnist data set and a suitable machine learning framework (tensorflow is selected in this example), and uploads the algorithm to be optimized, including the construction of the neural network (relevant information can be found by yourself), the forward propagation output prediction value and its assumptions function h θ (x 1 , x 2 ,...,x n ) = θ 0 +θ 1 x 1 +…+θ n x n (The final optimization parameter θ 0 , θ 1 ,...θ n ), and the loss function setting of predicted value and real value:
[0087]
[0088] (3) Algorithm-related parameter initialization: mainly to initialize θ 0 , ...
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