From ec6816d0d9a737f9fe70ec8d77f15afcd4720354 Mon Sep 17 00:00:00 2001 From: TAMARA JERINIC Date: Thu, 26 May 2022 00:58:36 +0200 Subject: Ispravljen raspored prikaza metrika, svaka vrednost i odgovarajuća vrednost na validacionom skupu se prikazuju na pojedinačnom grafiku. Metrike su filtrirane u zavisnosti od tipa problema. MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../_charts/line-chart/line-chart.component.css | 12 +- .../_charts/line-chart/line-chart.component.html | 26 ++- .../_charts/line-chart/line-chart.component.ts | 249 +++++++++++++++++++-- 3 files changed, 266 insertions(+), 21 deletions(-) (limited to 'frontend/src/app/_elements/_charts') diff --git a/frontend/src/app/_elements/_charts/line-chart/line-chart.component.css b/frontend/src/app/_elements/_charts/line-chart/line-chart.component.css index 2eea561e..ea150b0f 100644 --- a/frontend/src/app/_elements/_charts/line-chart/line-chart.component.css +++ b/frontend/src/app/_elements/_charts/line-chart/line-chart.component.css @@ -1,11 +1,17 @@ canvas{ width:100% !important; - height:90% !important; + height:100% !important; border: 1px solid var(--ns-primary); background-color: var(--ns-bg-dark-100); border-radius: 5px; - margin: 10px; + margin: 0; font-size: 11 !important; + padding: 10px; } - \ No newline at end of file +.ns-col{ + margin: 5px; +} +.hide{ + display: none; +} diff --git a/frontend/src/app/_elements/_charts/line-chart/line-chart.component.html b/frontend/src/app/_elements/_charts/line-chart/line-chart.component.html index 1c711562..e36d0dcf 100644 --- a/frontend/src/app/_elements/_charts/line-chart/line-chart.component.html +++ b/frontend/src/app/_elements/_charts/line-chart/line-chart.component.html @@ -1,4 +1,24 @@ -
- - +
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\ No newline at end of file diff --git a/frontend/src/app/_elements/_charts/line-chart/line-chart.component.ts b/frontend/src/app/_elements/_charts/line-chart/line-chart.component.ts index 7d21129c..acba7201 100644 --- a/frontend/src/app/_elements/_charts/line-chart/line-chart.component.ts +++ b/frontend/src/app/_elements/_charts/line-chart/line-chart.component.ts @@ -1,5 +1,7 @@ -import { Component, AfterViewInit, ElementRef, ViewChild } from '@angular/core'; +import { Component, AfterViewInit, ElementRef, ViewChild, Input } from '@angular/core'; import { Chart } from 'chart.js'; +import Experiment from 'src/app/_data/Experiment'; +import Model, { ProblemType } from 'src/app/_data/Model'; @Component({ selector: 'app-line-chart', @@ -23,14 +25,18 @@ export class LineChartComponent implements AfterViewInit { wrapper!: ElementRef; @ViewChild('canvas') canvas!: ElementRef; - + @Input() experiment!:Experiment; constructor() { } width = 700; height = 400; - - myChart!: Chart; + history: any[] = []; + myChartAcc!: Chart; + myChartMae!: Chart; + myChartMse!: Chart; + myChartLoss!: Chart; + ProblemType=ProblemType; resize() { this.width = this.wrapper.nativeElement.offsetWidth; this.height = this.wrapper.nativeElement.offsetHeight; @@ -69,14 +75,69 @@ export class LineChartComponent implements AfterViewInit { this.dataValMSE.length = 0; this.dataValMSE.push(...myValMse); - this.myChart.update(); + this.myChartAcc.update(); + this.myChartLoss.update(); + this.myChartMae.update(); + this.myChartMse.update(); } + updateAll(history: any[],totalEpochs:number) { + const myAcc: number[] = []; + const myMae: number[] = []; + const myMse: number[] = []; + const myLoss: number[] = []; + const myValLoss: number[] = []; + const myValAcc: number[] = []; + const myValMAE: number[] = []; + const myValMSE: number[] = []; + + const myEpochs: number[] = []; + this.history = history; + this.history.forEach((metrics, epoch) => { + if(totalEpochs>100) + { + let epochEstimate=epoch*Math.round(Math.sqrt(totalEpochs)) + if(epochEstimate>totalEpochs) + epochEstimate=totalEpochs; + myEpochs.push(epochEstimate); + } + else + myEpochs.push(epoch + 1); + for (let key in metrics) { + let value = metrics[key]; + if (key === 'accuracy') { + myAcc.push(parseFloat(value)); + } + else if (key === 'loss') { + myLoss.push(parseFloat(value)); + } + else if (key === 'mae') { + myMae.push(parseFloat(value)); + } + else if (key === 'mse') { + myMse.push(parseFloat(value)); + } + else if (key === 'val_acc') { + myValAcc.push(parseFloat(value)); + } + else if (key === 'val_loss') { + myValLoss.push(parseFloat(value)); + } + else if (key === 'val_mae') { + myValMAE.push(parseFloat(value)); + } + else if (key === 'val_mse') { + myValMSE.push(parseFloat(value)); + } + } + }); + this.update(myEpochs, myAcc, myLoss, myMae, myMse, myValAcc,myValLoss,myValMAE,myValMSE); + } ngAfterViewInit(): void { window.addEventListener('resize', () => { this.resize() }); this.resize(); - this.myChart = new Chart("myChart", + this.myChartAcc = new Chart("myChartacc", { type: 'line', data: { @@ -92,7 +153,59 @@ export class LineChartComponent implements AfterViewInit { label: 'Val_Accuracy', data: this.dataValAcc, borderWidth: 1 + } + ] + }, + options: { + responsive: true, + maintainAspectRatio: true, + + plugins: { + legend: { + labels: { + // This more specific font property overrides the global property + color:'white', + font: { + size: 10 + } + } + } + }, + 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)" + } + } + }, + animation: { + duration: 0 + } + + } + }, + + ); + this.myChartLoss = new Chart("myChartloss", + { + type: 'line', + data: { + labels: this.dataEpoch, + datasets: [ { label: 'Loss', data: this.dataLOSS, @@ -103,16 +216,58 @@ export class LineChartComponent implements AfterViewInit { data: this.dataValLoss, borderWidth: 1 }, - { - label: 'MAE', - data: this.dataMAE, - borderWidth: 1 + ] + }, + options: { + responsive: true, + maintainAspectRatio: true, + + plugins: { + legend: { + labels: { + // This more specific font property overrides the global property + color:'white', + font: { + size: 10 + } + } + } }, - { - label: 'Val_MAE', - data: this.dataValMAE, - borderWidth: 1 + 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)" + } + } + }, + animation: { + duration: 0 + } + + } + }, + + ); + this.myChartMse = new Chart("myChartmse", + { + type: 'line', + data: { + labels: this.dataEpoch, + datasets: [ { label: 'MSE', data: this.dataMSE, @@ -166,8 +321,72 @@ export class LineChartComponent implements AfterViewInit { } } - } + }, + ); + this.myChartMae = new Chart("myChartmae", + { + type: 'line', + data: { + labels: this.dataEpoch, + datasets: [ + { + label: 'MAE', + data: this.dataMAE, + borderWidth: 1 + }, + { + label: 'Val_MAE', + data: this.dataValMAE, + borderWidth: 1 + }, + ] + }, + options: { + responsive: true, + maintainAspectRatio: true, + + plugins: { + legend: { + labels: { + // This more specific font property overrides the global property + color:'white', + font: { + size: 10 + } + } + } + }, + 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)" + } + } + + }, + animation: { + duration: 0 + } + + } + }, + + ); + } } -- cgit v1.2.3 From c6f1ca72c5ada7fc42985e129da362796883cb2f Mon Sep 17 00:00:00 2001 From: TAMARA JERINIC Date: Thu, 26 May 2022 17:21:32 +0200 Subject: Dodato imenovanje osa. --- .../_charts/line-chart/line-chart.component.css | 2 +- .../_charts/line-chart/line-chart.component.ts | 42 +++++++++++++++++++++- 2 files changed, 42 insertions(+), 2 deletions(-) (limited to 'frontend/src/app/_elements/_charts') diff --git a/frontend/src/app/_elements/_charts/line-chart/line-chart.component.css b/frontend/src/app/_elements/_charts/line-chart/line-chart.component.css index ea150b0f..7dbbde7a 100644 --- a/frontend/src/app/_elements/_charts/line-chart/line-chart.component.css +++ b/frontend/src/app/_elements/_charts/line-chart/line-chart.component.css @@ -7,7 +7,7 @@ canvas{ border-radius: 5px; margin: 0; font-size: 11 !important; - padding: 10px; + padding: 0; } .ns-col{ margin: 5px; diff --git a/frontend/src/app/_elements/_charts/line-chart/line-chart.component.ts b/frontend/src/app/_elements/_charts/line-chart/line-chart.component.ts index acba7201..2b97d6b4 100644 --- a/frontend/src/app/_elements/_charts/line-chart/line-chart.component.ts +++ b/frontend/src/app/_elements/_charts/line-chart/line-chart.component.ts @@ -159,7 +159,6 @@ export class LineChartComponent implements AfterViewInit { options: { responsive: true, maintainAspectRatio: true, - plugins: { legend: { labels: { @@ -179,6 +178,11 @@ export class LineChartComponent implements AfterViewInit { grid: { color: "rgba(0, 99, 171, 0.5)" }, + title: { + display: true, + text: 'Epoha', + color:"white" + } }, y: { beginAtZero: true, @@ -188,6 +192,11 @@ export class LineChartComponent implements AfterViewInit { }, grid: { color: "rgba(0, 99, 171, 0.5)" + }, + title: { + display: true, + text: 'Vrednost', + color:"white" } } @@ -200,6 +209,7 @@ export class LineChartComponent implements AfterViewInit { }, ); + if(this.experiment.type==ProblemType.BinaryClassification || this.experiment.type==ProblemType.MultiClassification){} this.myChartLoss = new Chart("myChartloss", { type: 'line', @@ -241,6 +251,11 @@ export class LineChartComponent implements AfterViewInit { grid: { color: "rgba(0, 99, 171, 0.5)" }, + title: { + display: true, + text: 'Epoha', + color:"white" + } }, y: { beginAtZero: true, @@ -250,6 +265,11 @@ export class LineChartComponent implements AfterViewInit { }, grid: { color: "rgba(0, 99, 171, 0.5)" + }, + title: { + display: true, + text: 'Vrednost', + color:"white" } } @@ -303,6 +323,11 @@ export class LineChartComponent implements AfterViewInit { grid: { color: "rgba(0, 99, 171, 0.5)" }, + title: { + display: true, + text: 'Epoha', + color:"white" + } }, y: { beginAtZero: true, @@ -312,6 +337,11 @@ export class LineChartComponent implements AfterViewInit { }, grid: { color: "rgba(0, 99, 171, 0.5)" + }, + title: { + display: true, + text: 'Vrednost', + color:"white" } } @@ -365,6 +395,11 @@ export class LineChartComponent implements AfterViewInit { grid: { color: "rgba(0, 99, 171, 0.5)" }, + title: { + display: true, + text: 'Epoha', + color:"white" + } }, y: { beginAtZero: true, @@ -374,6 +409,11 @@ export class LineChartComponent implements AfterViewInit { }, grid: { color: "rgba(0, 99, 171, 0.5)" + }, + title: { + display: true, + text: 'Vrednost', + color:"white" } } -- cgit v1.2.3