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chore: added config file and fixed updates not showing while training

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This commit is contained in:
Andre Henriques
2024-04-08 15:47:31 +01:00
parent de0b430467
commit 2faf90f462
9 changed files with 91 additions and 50 deletions
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43
logic/models/train/train.go
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@@ -244,6 +244,7 @@ func trainDefinition(c *Context, model *BaseModel, definition_id string, load_pr
"SaveModelPath": path.Join(getDir(), result_path),
"Depth": classCount,
"StartPoint": 0,
"Host": (*c.Handle).Config.Hostname,
}); err != nil {
return
}
@@ -292,9 +293,9 @@ func generateCvsExpandExp(c *Context, run_path string, model_id string, offset i
if err != nil {
return
}
c.Logger.Info("test here", "count", co)
c.Logger.Info("test here", "count", co)
count_re = co.Count
count := co.Count
count := co.Count
if count == 0 {
err = setModelClassStatus(c, MODEL_CLASS_STATUS_TRAINING, "model_id=$1 and status=$2;", model_id, MODEL_CLASS_STATUS_TO_TRAIN)
@@ -416,7 +417,7 @@ func trainDefinitionExpandExp(c *Context, model *BaseModel, definition_id string
var last *layerrow = nil
got_2 := false
var first *layerrow = nil
var first *layerrow = nil
for layers.Next() {
var row = layerrow{}
@@ -424,10 +425,10 @@ func trainDefinitionExpandExp(c *Context, model *BaseModel, definition_id string
return
}
// Keep track of the first layer so we can keep the size of the image
if first == nil {
first = &row
}
// Keep track of the first layer so we can keep the size of the image
if first == nil {
first = &row
}
row.LayerNum = i
row.Shape = shapeToSize(row.Shape)
@@ -500,6 +501,7 @@ func trainDefinitionExpandExp(c *Context, model *BaseModel, definition_id string
"SaveModelPath": path.Join(getDir(), result_path, "head", exp.Id),
"Depth": classCount,
"StartPoint": 0,
"Host": (*c.Handle).Config.Hostname,
}); err != nil {
return
}
@@ -648,6 +650,7 @@ func trainDefinitionExp(c *Context, model *BaseModel, definition_id string, load
"SaveModelPath": path.Join(getDir(), result_path),
"Depth": classCount,
"StartPoint": 0,
"Host": (*c.Handle).Config.Hostname,
}); err != nil {
return
}
@@ -1618,8 +1621,8 @@ func trainExpandable(c *Context, model *BaseModel) {
}
func trainRetrain(c *Context, model *BaseModel, defId string) {
var err error
var err error
failed := func() {
ResetClasses(c, model)
ModelUpdateStatus(c, model.Id, READY_RETRAIN_FAILED)
@@ -1631,27 +1634,27 @@ func trainRetrain(c *Context, model *BaseModel, defId string) {
acc, err := trainDefinitionExpandExp(c, model, defId, false)
if err != nil {
c.Logger.Error("Failed to retrain the model", "err", err)
failed()
return
failed()
return
}
c.Logger.Info("Retrained model", "accuracy", acc)
// TODO check accuracy
// TODO check accuracy
err = UpdateStatus(c, "models", model.Id, READY)
if err != nil {
failed()
return
}
err = UpdateStatus(c, "models", model.Id, READY)
if err != nil {
failed()
return
}
c.Logger.Info("model updaded")
c.Logger.Info("model updaded")
_, err = c.Db.Exec("update model_classes set status=$1 where status=$2 and model_id=$3", MODEL_CLASS_STATUS_TRAINED, MODEL_CLASS_STATUS_TRAINING, model.Id)
if err != nil {
c.Logger.Error("Error while updating the classes", "error", err)
failed()
return
failed()
return
}
}