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import { Component, AfterViewInit, ViewChild } from '@angular/core';
import { Chart } from 'chart.js';
@Component({
selector: 'app-line-chart',
templateUrl: './line-chart.component.html',
styleUrls: ['./line-chart.component.css']
})
export class LineChartComponent implements AfterViewInit {
dataAcc: number[] = [2,3,5,5,6,7,8,8,4,6,2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97,2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97];
dataMAE: number[] = [2,3,5,5,6,7,8,8,4,6,2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97,2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97];
dataMSE: number[] = [2,3,5,5,6,7,8,8,4,6,2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97,2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97];
dataLOSS: number[] =[2,3,5,5,6,7,8,8,4,6,2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97,2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97];
dataEpoch: number[] = [2,3,5,5,6,7,8,8,4,6,2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97,2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97];
constructor() {
/*let i = 0;
setInterval(() => {
this.dataAcc.push(0.5);
this.dataEpoch.push(i);
i++;
this.update();
}, 200);*/
}
myChart!: Chart;
update(myEpochs: number[], myAcc: number[], myLoss: number[], myMae: number[], myMse: number[]) {
this.dataAcc.length = 0;
this.dataAcc.push(...myAcc);
this.dataEpoch.length = 0;
this.dataEpoch.push(...myEpochs);
this.dataMAE.length = 0;
this.dataMAE.push(...myMae);
this.dataLOSS.length = 0;
this.dataLOSS.push(...myLoss);
this.dataMSE.length = 0;
this.dataMSE.push(...myMse);
this.myChart.update();
}
ngAfterViewInit(): void {
this.myChart = new Chart("myChart",
{
type: 'line',
data: {
labels: this.dataEpoch,
datasets: [{
label: 'Accuracy',
data: this.dataAcc,
borderWidth: 1
},
{
label: 'Loss',
data: this.dataLOSS,
borderWidth: 1
},
{
label: 'MAE',
data: this.dataMAE,
borderWidth: 1
},
{
label: 'MSE',
data: this.dataMSE,
borderWidth: 1
}
]
},
options: {
scales: {
x:{
ticks: {
color: 'white'
},
grid: {
color: "rgba(0, 99, 171, 0.5)"
}
},
y: {
beginAtZero: true,
ticks: {
color: 'white'
},
grid: {
color: "rgba(0, 99, 171, 0.5)"
}
}
}
}
}
);
}
}
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