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Media Panel: custom x-axis options

See original GitHub issue

Description

The step counter for custom plots doesn’t have other x-axis option except for step. And the Legend doesn’t work properly with custom plots. [The color doesn’t show up here.] Also, the title set up in matplotlib cuts off.

Code Description

Reference code being used in pytorch-lighning’s LightningModule.

        fig, ax = plt.subplots()
        colors = {
            'train': 'blue',
            'valid': 'green',
            'test':  'red'}

        for split, yearwise_skills in skill_dict.items():
            years, skills = list(zip(*yearwise_skills))
            ax.scatter(years, skills, c=colors[split], label=split)

        ax.set_title(f'Epoch {self.current_epoch}')
        ax.set_ylabel(f'Skills at Epoch {self.current_epoch}')
        ax.set_xlabel('Years')
        ax.legend()
        ax.grid(True)

        self.logger.experiment.log({"Skill_by_years": plt})

Version info

* CUDA:
        - GPU:
                - GeForce RTX 2080 Ti
        - available:         True
        - version:           10.1
* Packages:
        - numpy:             1.18.1
        - pyTorch_debug:     False
        - pyTorch_version:   1.5.0
        - pytorch-lightning: 0.7.5
        - tensorboard:       2.2.0
        - tqdm:              4.45.0
        - wandb:            0.8.35
* System:
        - OS:                Linux
        - architecture:
                - 64bit
                -
        - processor:         x86_64
        - python:            3.6.10
        - version:           #75-Ubuntu SMP Tue Oct 1 05:24:09 UTC 2019

Issue Analytics

State:
Created 3 years ago
Reactions:1
Comments:21 (4 by maintainers)

Top GitHub Comments

21reactions

ai-alanovcommented, Feb 10, 2021

Please reopen the issue. The custom x-axis option is really needed. For example, I save images per epoch and the ability to change the x-axis from step to epoch would be great!

6reactions

elisimcommented, Apr 29, 2021

Hi, how to change the x-axis from step to epoch?

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