From 15eb6806b6e216255f33abcb885f6cdbc38a7663 Mon Sep 17 00:00:00 2001
From: Jules Laplace <julescarbon@gmail.com>
Date: Wed, 5 Sep 2018 11:58:34 +0200
Subject: relay stuff

---
 app/client/modules/pix2pixhd/pix2pixhd.tasks.js    | 18 ++++--------
 .../modules/pix2pixhd/views/pix2pixhd.train.js     | 13 +++++++--
 app/relay/modules/pix2pixhd.js                     | 34 ++++++++++++----------
 3 files changed, 35 insertions(+), 30 deletions(-)

diff --git a/app/client/modules/pix2pixhd/pix2pixhd.tasks.js b/app/client/modules/pix2pixhd/pix2pixhd.tasks.js
index 92c0ff4..bd51f2b 100644
--- a/app/client/modules/pix2pixhd/pix2pixhd.tasks.js
+++ b/app/client/modules/pix2pixhd/pix2pixhd.tasks.js
@@ -53,34 +53,28 @@ export const live_task = (sequence, checkpoint, opt) => dispatch => {
   return actions.queue.add_task(task)
 }
 
-export const augment_task = (opt) => dispatch => {
+export const augment_task = (dataset, opt) => dispatch => {
   const task = {
     module: module.name,
     activity: 'augment',
-    dataset: sequence,
-    checkpoint,
+    dataset,
     opt: {
       ...opt,
-      poll_delay: 0.01,
     }
   }
   console.log(task)
-  console.log('add live task')
+  console.log('add augment task')
   return actions.queue.add_task(task)
 }
 
-export const clear_recursive_task = (opt) => dispatch => {
+export const clear_recursive_task = (dataset) => dispatch => {
   const task = {
     module: module.name,
     activity: 'clear_recursive',
-    dataset: sequence,
-    checkpoint,
-    opt: {
-      ...opt,
-    }
+    dataset,
   }
   console.log(task)
-  console.log('add live task')
+  console.log('add clear recursive task')
   return actions.queue.add_task(task)
 }
 
diff --git a/app/client/modules/pix2pixhd/views/pix2pixhd.train.js b/app/client/modules/pix2pixhd/views/pix2pixhd.train.js
index cd6507f..df3a1f2 100644
--- a/app/client/modules/pix2pixhd/views/pix2pixhd.train.js
+++ b/app/client/modules/pix2pixhd/views/pix2pixhd.train.js
@@ -28,6 +28,7 @@ class Pix2PixHDTrain extends Component {
     this.state = {
       checkpoint_name: '',
       epoch: 'latest',
+      augment_name: '',
       augment_take: 100,
       augment_make: 20,
     }
@@ -131,10 +132,16 @@ class Pix2PixHDTrain extends Component {
               min="1"
               max="1000"
             />
+            <TextInput
+              name="augment_name"
+              title="Tag this epoch"
+              value={this.state.augment_name}
+              onChange={this.handleChange}
+            />
             <Button
               title="Augment dataset"
               value="Augment"
-              onClick={() => remote.augment_task(dataset, pix2pixhd.folder_id, 1)}
+              onClick={() => remote.augment_task(this.state.checkpoint_name, this.state)}
             />
           </Group>
 
@@ -142,7 +149,7 @@ class Pix2PixHDTrain extends Component {
             <Button
               title="Train one epoch"
               value="Train"
-              onClick={() => remote.train_task(dataset, pix2pixhd.folder_id, 1)}
+              onClick={() => remote.train_task(this.state.checkpoint_name, pix2pixhd.folder_id, 1)}
             />
           </Group>
 
@@ -150,7 +157,7 @@ class Pix2PixHDTrain extends Component {
             <Button
               title="Delete recursive frames"
               value="Clear"
-              onClick={() => remote.clear_recursive_task(dataset, pix2pixhd.folder_id, 1)}
+              onClick={() => remote.clear_recursive_task(this.state.checkpoint_name)}
             />
           </Group>
         </div>
diff --git a/app/relay/modules/pix2pixhd.js b/app/relay/modules/pix2pixhd.js
index 73b49ca..a90fc15 100644
--- a/app/relay/modules/pix2pixhd.js
+++ b/app/relay/modules/pix2pixhd.js
@@ -110,31 +110,35 @@ const generate = {
 }
 const augment = {
   type: 'pytorch',
-  script: 'test.py',
+  script: 'augment.py',
   params: (task) => {
     let epoch = 0
     const dataset = task.dataset.toLowerCase()
     const datasets_path = path.join(cwd, 'datasets', dataset)
     const checkpoints_path = path.join(cwd, 'checkpoints', dataset)
-    const iter_txt = path.join(checkpoints_path, 'iter.txt')
-    console.log(dataset, iter_txt)
-    if (fs.existsSync(iter_txt)) {
-      const iter = fs.readFileSync(iter_txt).toString().split('\n');
-      console.log(iter)
-      epoch = iter[0] || 0
-      console.log(task.module, dataset, '=>', epoch, task.epochs)
-    } else {
-      console.log(task.module, dataset, '=>', 'starting new training')
-    }
+    // supply render_dir
     return [
       '--dataroot', datasets_path,
+      '--results_dir', './recursive',
       '--module_name', task.module,
       '--name', dataset,
       '--model', 'pix2pixHD',
       '--label_nc', 0, '--no_instance',
-      '--niter', task.epochs,
-      '--niter_decay', 0,
-      '--save_epoch_freq', 1,
+      '--augment-take', task.opt.augment_take,
+      '--augment-make', task.opt.augment_make,
+      '--augment-name', task.opt.augment_name,
+      '--which_epoch', task.opt.epoch,
+    ]
+  },
+}
+const clear_recursive = {
+  type: 'pytorch',
+  script: 'clear_recursive.py',
+  params: (task) => {
+    const dataset = task.dataset.toLowerCase()
+    return [
+      '--name', dataset,
+      '--epoch', epoch,
     ]
   },
 }
@@ -153,7 +157,6 @@ const live = {
       '--name', task.checkpoint,
       '--module_name', 'pix2pixHD',
       '--sequence-name', task.dataset,
-      '--recursive', '--recursive-frac', 0.1,
       '--sequence', '--sequence-frac', 0.3,
       '--process-frac', 0.5,
       '--label_nc', '0', '--no_instance',
@@ -200,6 +203,7 @@ export default {
     train,
     generate,
     augment,
+    clear_recursive,
     live,
     render,
   }
-- 
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