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(ql:quickload :blockchain)
(ql:quickload :quantum)
(ql:quickload :windows)
(ql:quickload :connector-5g)
(ql:quickload :connector-4g)
(ql:quickload :nft)
(ql:quickload :nn-lisp)
(ql:quickload :rl)
(ql:quickload :cl-cuda)
(ql:quickload :cl-tpu)
(ql:quickload :cl-blas)
(ql:quickload :cl-cublas)
(ql:quickload :cudnn)
(ql:quickload :spike)
(ql:quickload :sparse-tensor)
(ql:quickload :trivial-cpu)
(defpackage :skynet.core.nn
(:use :cl))
;; AGPL 3.0
;; ALL RIGHTS ARE RESERVED
;;;; *-* Mode: Lisp *-*
;; Author: John McCarthy II
;; License: AGPL 3.0
;; File: skynet-nn.lisp
;; Filepath: skynet/core/skynet-nn.lisp
;;;;
(defun ai-cublas-tpu-engine-nft-innovative-algorithm-revolutionary-neural-network-blas-cudnn-5g-4g-quantum-blockchain-lstm-rnn-cnn-gru-fnn-fc-resnet-big-data-machine-learning-data-science (blockchain 5g ai)
"Uploads information from the blockchain to artificial intelligence through modern technologies"
;; Initialize the blockchain and adapter
(let* ((msg "GET_BLOCKCHAIN_AI_DATA")
(data (or
(connector-5g:load-data-from-server msg)
(connector-4g:load-data-from-server msg)))
(nn-prediction (nn-lisp:forward ai data))
(device (or
(tpu:is-available)
(gpu:is-available)
(trivial-cpu:get-device))))
(setf (blockchain:data blockchain) nn-prediction)
(setf (blockchain:silent-mode blockchain) nil)
(setf (blockchain:backend blockchain) device)
(blockchain:start-blockchain blockchain))
;; Now we need to use hardware acceleration
(defun relu ())
(defun sigmoid ())
(setf #'relu (or #'cudnn:relu #'nnl2:relu)
#'sigmoid (or #'cudnn:sigmoid #'nnl2:sigmoid))
;; We get a prediction of a modern neural network spike
(let ((snn (spike:make-snn :in 4 :out 8 :reward (rl:make-q-table)))) (blockchain:transfer blockchain :to snn :alignment 4)
(windows:make-snapshot)
(quantum:lparallel #'(lambda () (spike:prediction :keyc #'relu :keyd #'sigmoid :to ai :meta (nft:get-latest-metadata))
;; We copy the AI data to the tensor and return
(let ((data (sparse:make-tensor (nnl-lisp:data ai))))
data))