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Answered
Hi, I Assume It Is Very Basic But How Can I Add The Model That Is Created In The Training To The Artifacts And To See It In The Models Tab?

Hi, I assume it is very basic but how can I add the model that is created in the training to the artifacts and to see it in the models tab?

  
  
Posted 4 years ago
Votes Newest

Answers 26


Your code should have worked, i.e. you should see the 'model.h5' in the artifacts tab. What do you have there?
It should look something like this one:
https://demoapp.trains.allegro.ai/projects/531785e122644ca5b85b2e19b0321def/experiments/e185cf31b2634e95abc7f9fbdef60e0f/artifacts/output-model

BTW:
To manually register any model:

from trains import Task, OutputModel task = Task.init('examples', 'my model') OutputModel().update_weights('my_best_model.h5')

  
  
Posted 4 years ago

so I didn't have much time to upgrade all the packs because I have some issues with that but it is on my todo list

No worries 🙂

Quick question, if you run https://github.com/allegroai/trains/blob/master/examples/frameworks/keras/legacy/keras_tensorboard.py
Do you see models in the artifacts tab?

  
  
Posted 4 years ago

Hmmm, what's your trains version ?

  
  
Posted 4 years ago

PlainSquid19 I will also look into it as well.
maybe for some reason model.keras_model.save_weights is not caught ...

  
  
Posted 4 years ago

i see

  
  
Posted 4 years ago

AgitatedDove14 In my train I see under this section " NO ARTIFACTS RECORDED"

  
  
Posted 4 years ago

BTW: What's the TF / Keras version?

  
  
Posted 4 years ago

i use Keras, "model.keras_model.save_weights(os.path.join(output_directory, 'model.h5'))" i want to see the results in trains... how do I do it? (I can see it saves the model in my dir but I can't see it on trains)

  
  
Posted 4 years ago

yes, I can see the model for his training in the web

  
  
Posted 4 years ago

It is running, 3/6

  
  
Posted 4 years ago

*this

  
  
Posted 4 years ago

Interesting... the code looks similar... i really don't know why it didn't showed the models in my trainings... I will try to add it manually for now

  
  
Posted 4 years ago

so I didn't have much time to upgrade all the packs because I have some issues with that but it is on my todo list

  
  
Posted 4 years ago

Keras 2.1.6

  
  
Posted 4 years ago

Are you doing from keras import ... or from tensorflow.keras import ?

  
  
Posted 4 years ago

TF 1.15 (yes I know... i work on an old model of maskrcnn)

  
  
Posted 4 years ago

I will update

  
  
Posted 4 years ago

*I see there is 0.16.1

  
  
Posted 4 years ago

Hi PlainSquid19
Any model stored by TF/Keras/PyTorch/Joblib will automatically appear in the artifact/models tab.
Are you asking on how to add one manually ?

  
  
Posted 4 years ago

but I belive it should have work with 0.14.1 as well

  
  
Posted 4 years ago

0.14.1

  
  
Posted 4 years ago

python package

  
  
Posted 4 years ago

one sec

  
  
Posted 4 years ago

but I belive it should have work with 0.14.1 as well

Correct

  
  
Posted 4 years ago

from keras import

  
  
Posted 4 years ago

(This code sample should work on your setup with your installed packages without a problem)

  
  
Posted 4 years ago