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import { h, Component } from 'preact'
import { bindActionCreators } from 'redux'
import { connect } from 'react-redux'
import util from '../../../util'
import * as pix2pixhdActions from '../pix2pixhd.actions'
import * as pix2pixhdTasks from '../pix2pixhd.tasks'
import {
Loading,
FileList, FileRow,
Select, SelectGroup, Group, Param, Button,
TextInput, NumberInput,
CurrentTask, TaskList,
AugmentationGrid,
} from '../../../common'
import DatasetForm from '../../../dataset/dataset.form'
import NewDatasetForm from '../../../dataset/dataset.new'
import UploadStatus from '../../../dataset/upload.status'
import DatasetComponent from '../../../dataset/dataset.component'
import SequenceEditor from './sequence.editor'
import pix2pixhdModule from '../pix2pixhd.module'
class Pix2PixHDTrain extends Component {
constructor(props){
super(props)
this.handleChange = this.handleChange.bind(this)
this.state = {
checkpoint_name: 'PLACEHOLDER',
epoch: 'latest',
augment_name: '',
augment_take: 100,
augment_make: 20,
}
}
componentDidMount(){
const id = this.props.match.params.id || localStorage.getItem('pix2pixhd.last_id')
const dataset = localStorage.getItem('pix2pixhd.last_dataset')
console.log('load dataset:', id, dataset)
const { match, pix2pixhd, actions } = this.props
if (id === 'new') return
if (id) {
if (parseInt(id)) localStorage.setItem('pix2pixhd.last_id', id)
if (! pix2pixhd.folder || pix2pixhd.folder.id !== id) {
actions.load_directories(id)
}
} else {
this.props.history.push('/pix2pixhd/new/')
}
if (dataset) {
this.setState({ checkpoint_name: dataset })
}
}
componentDidUpdate(prevProps, prevState){
if (prevState.checkpoint_name !== this.state.checkpoint_name) {
localStorage.setItem('pix2pixhd.last_dataset', this.state.checkpoint_name)
this.setState({ epoch: 'latest' })
this.props.actions.list_epochs(this.state.checkpoint_name)
this.props.actions.count_dataset(this.state.checkpoint_name)
}
}
handleChange(name, value){
console.log('name', name, 'value', value)
this.setState({ [name]: value })
}
interrupt(){
this.props.actions.queue.stop_task('gpu')
}
render(){
if (this.props.pix2pixhd.loading) {
return <Loading progress={this.props.pix2pixhd.progress} />
}
const { pix2pixhd, match, history, queue } = this.props
const { folderLookup, datasetLookup } = (pix2pixhd.data || {})
const folder = (folderLookup || {})[pix2pixhd.folder_id] || {}
// console.log(pix2pixhd)
const checkpointGroups = Object.keys(folderLookup).map(id => {
const folder = this.props.pix2pixhd.data.folderLookup[id]
if (folder.name === 'results') return
const datasets = folder.datasets.map(name => {
const dataset = datasetLookup[name]
if (dataset.checkpoints.length) {
return name
}
return null
}).filter(n => !!n)
return {
name: folder.name,
options: datasets.sort(),
}
}).filter(n => !!n && !!n.options.length).sort((a,b) => a.name.localeCompare(b.name))
// console.log('state', this.props.pix2pixhd.data.epochs)
// console.log(this.state.checkpoint_name, this.state.epoch)
// console.log(queue)
return (
<div className='app pix2pixhd'>
<div className='heading'>
<h1>pix2pixhd training</h1>
</div>
<div className='columns'>
<div className='column'>
<Group title='Dataset'>
<SelectGroup
name='checkpoint_name'
title='Dataset'
options={checkpointGroups}
onChange={this.handleChange}
placeholder='Pick a dataset'
value={this.state.checkpoint_name}
/>
<Select
title="Epoch"
name="epoch"
options={this.props.pix2pixhd.data.epochs}
onChange={this.handleChange}
value={this.state.epoch}
/>
</Group>
</div>
</div>
<div>
<Group title='Sequence Editor'>
<SequenceEditor
module={pix2pixhdModule}
checkpoint={this.props.pix2pixhd.checkpoint}
/>
</Group>
</div>
<div className='columns'>
<div className='column'>
<Group title='Augmentation Grid'>
<AugmentationGrid
checkpoint={this.props.pix2pixhd.checkpoint}
take={[1,2,3,4,5,10,15,20,25,50,75,100,200,300,400,500,1000]}
make={[1,2,3,4,5,10,15,20,25,50,75,100,200,]}
onAugment={(augment_take, augment_make) => {
this.props.remote.augment_task(this.state.checkpoint_name, {
...this.state,
augment_take,
augment_make,
})
}}
onTrain={() => {
this.props.remote.train_task(this.state.checkpoint_name, pix2pixhd.folder_id, 1)
setTimeout(() => { // auto-generate epoch demo
this.props.remote.augment_task(this.state.checkpoint_name, {
...this.state,
augment_take: 10,
augment_make: 149,
no_symlinks: true,
mov: true,
folder_id: this.props.pix2pixhd.data.resultsFolder.id
})
}, 250)
}}
/>
</Group>
<Group title='Augment'>
<NumberInput
name="augment_take"
title="Pick N random frames"
value={this.state.augment_take}
onChange={this.handleChange}
type="int"
min="1"
max="1000"
/>
<NumberInput
name="augment_make"
title="Generate N recursively"
value={this.state.augment_make}
onChange={this.handleChange}
type="int"
min="1"
max="1000"
/>
<Button
title="Augment dataset"
value="Augment"
onClick={() => this.props.remote.augment_task(this.state.checkpoint_name, this.state)}
/>
<Button
title="Make a movie without augmenting"
value="Generate"
onClick={() => {
this.props.remote.augment_task(this.state.checkpoint_name, {
...this.state,
no_symlinks: true,
mov: true,
folder_id: this.props.pix2pixhd.data.resultsFolder.id
})
}}
/>
</Group>
<Group title='Status'>
<Button
title="GPU"
value={this.props.runner.gpu.status === 'IDLE' ? "Idle" : "Interrupt"}
onClick={() => this.interrupt()}
/>
<CurrentTask />
</Group>
</div>
<div className='column'>
<Group title='Upcoming Tasks'>
<TaskList tasks={queue.queue.map(id => queue.tasks[id])} sort="date asc" />
</Group>
</div>
</div>
</div>
)
}
}
const mapStateToProps = state => ({
pix2pixhd: state.module.pix2pixhd,
runner: state.system.runner,
queue: state.queue,
})
const mapDispatchToProps = (dispatch, ownProps) => ({
actions: bindActionCreators(pix2pixhdActions, dispatch),
remote: bindActionCreators(pix2pixhdTasks, dispatch),
})
export default connect(mapStateToProps, mapDispatchToProps)(Pix2PixHDTrain)
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