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Architecture	Year Introduced	Consumer GPU Example	Workstation GPU Example	Data Center GPU Example
Ada Lovelace	2022	GeForce RTX 4090, GeForce RTX 4080	RTX 6000, RTX 4500	L40
Hopper	2022			H100
Ampere	2020	GeForce RTX 3090, GeForce RTX 3080 Ti	RTX A6000	A100 Tensor Core
Turing	2018	GeForce RTX 2080 SUPER, GeForce RTX 2080	RTX T1000, Quadro RTX 6000	T4
Volta	2017	Titan V	Quadro GV100	Tesla V100
Pascal	2016	GeForce GTX 1080	Quadro P6000	Tesla P100

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Segment name	Consumer GPU	Workstation GPU	Data Center GPU	Edge GPU
GPU name prefix	NVIDIA GeForce RTX	NVIDIA RTX	NVIDIA	NVIDIA Jetson
Older GPU name prefix	NVIDIA Titan, NVIDIA GeForce GTX	NVIDIA Quadro	NVIDIA Tesla	NVIDIA Jetson Orin, NVIDIA Jetson Nano
GPU Example	NVIDIA GeForce RTX 4090	NVIDIA RTX A6000	NVIDIA H100	NVIDIA Jetson
Older GPU example	NVIDIA Titan V, NVIDIA GeForce GTX 1080	NVIDIA Quadro P6000	NVIDIA Tesla V100	NVIDIA Jetson Orin, NVIDIA Jetson Nano

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model.compile(Adam(learning_rate=1e-4),
              loss='binary_crossentropy',
              metrics=['binary_accuracy'])

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model = Sequential()
model.add(normalizer)
model.add(Dense(5, input_shape=(X_train.shape[1],),
                activation='relu', kernel_initializer='he_normal'))
model.add(Dropout(0.2))
model.add(Dense(5, activation="relu",
                kernel_initializer='he_normal'))
model.add(Dropout(0.2))
model.add(Dense(1, activation="sigmoid",
                kernel_initializer="glorot_normal"))

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normalizer = preprocessing.Normalization(axis=-1)
normalizer.adapt(np.array(X_train))
normalizer.mean.numpy()

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package com.javaeeeee.controllers;

import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.autoconfigure.web.servlet.AutoConfigureMockMvc;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.test.context.junit4.SpringRunner;
import org.springframework.test.web.servlet.MockMvc;

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package com.javaeeeee.springrest.controllers;

import org.junit.Test;
import org.junit.Before;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.test.context.ContextConfiguration;
import org.springframework.test.context.junit4.SpringRunner;
import org.springframework.test.context.web.WebAppConfiguration;
import org.springframework.test.web.servlet.MockMvc;

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package com.javaeeeee.springrest.controllers;

import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RestController;

@RestController
public class HelloController {

    @GetMapping("/hello")
    public String getGreeting() {

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<?xml version="1.0" encoding="windows-1252"?>
<beans xmlns="http://www.springframework.org/schema/beans"
       xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
       xmlns:context="http://www.springframework.org/schema/context"
       xmlns:mvc="http://www.springframework.org/schema/mvc"
       xsi:schemaLocation="http://www.springframework.org/schema/beans
http://www.springframework.org/schema/beans/spring-beans-4.0.xsd
http://www.springframework.org/schema/context
http://www.springframework.org/schema/context/spring-context-4.0.xsd
http://www.springframework.org/schema/mvc

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<!DOCTYPE web-app PUBLIC
        "-//Sun Microsystems, Inc.//DTD Web Application 2.3//EN"
        "http://java.sun.com/dtd/web-app_2_3.dtd" >

<web-app>
    <display-name>Archetype Created Web Application</display-name>
    <servlet>
        <servlet-name>dispatcher</servlet-name>
        <servlet-class>org.springframework.web.servlet.DispatcherServlet</servlet-class>
        <load-on-startup>1</load-on-startup>