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A project template to simplify building and training deep learning models using Keras.

License: Apache License 2.0

Python 100.00%

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keras-project-template's Issues

There is a file name error

Creating directories error: Please import Comet before importing any keras modules

It seems like current code have little bug on comet import
according to the report, we have to import comet before keras modules

Create the trainer
importing trainers.CifarTrainer
getattr CifarTrainer
<class 'trainers.CifarTrainer.CifarTrainer'>
Please import Comet before importing any keras modules

Auto added attribute in config instance when hasattr is called

Issue

When hasattr() function is called on a DotMap instance (config in this case) regarding a non existing attribute, it is automatically created.

E.g. Let's say 'config' is a DotMap instance which does not have 'testAttr' as an attribute. It will be created after a hasattr() function call.

Solution

Convert DotMap instance to dict and then call hasattr, self.config.toDict().

replace hasattr() function with attr in self.config

I will open a pull request with my proposed solution tomorrow. 😃

Is there a good way to feed learning_rate into model?

TypeError: super() argument 1 must be type, not classobj in

Hi @Ahmkel, this repo is really great! thanks for putting the time to implement this.
When I run the code follow the way in README, I have this issue...

Traceback (most recent call last):
  File "main.py", line 36, in <module>
    main()
  File "main.py", line 23, in main
    data_loader = SimpleMnistDataLoader(config)
  File "/home/scr/Documents/Keras-Project/data_loader/simple_mnist_data_loader.py", line 7, in __init__
    super(SimpleMnistDataLoader, self).__init__(config)

My python version is 2.7.12

Test for comet-ml API key is broken.

Keras-Project-Template/trainers/simple_mnist_trainer.py

Line 35 in a6bed14

if hasattr(self.config,"comet_api_key"):

This always returns true because self.config is a dotmap.DotMap object.

AttributeError: 'Experiment' object has no attribute 'log_multiple_params'

Keras-Project-Template/trainers/simple_mnist_trainer.py

Line 39 in a6bed14

experiment.log_multiple_params(self.config)

It seems that log_multiple_params function in comet.ml has changed to log_parameters()

ahmkel / keras-project-template Goto Github PK

keras-project-template's People

Contributors

Stargazers

Watchers

Forkers

keras-project-template's Issues

There is a file name error

Creating directories error: Please import Comet before importing any keras modules

Auto added attribute in config instance when hasattr is called

Issue

Solution

Is there a good way to feed learning_rate into model?

TypeError: super() argument 1 must be type, not classobj in

Test for comet-ml API key is broken.

AttributeError: 'Experiment' object has no attribute 'log_multiple_params'

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