Questions tagged [wandb]
134 questions
2
votes
2 answers
Wandb automatically logged into the wrong user -- why?
I followed the usual instructions:
pip install wandb
wandb login
but then it never asked me for the user and thus when I pasted my key into the terminal when asked it was there in the .netrc file but it was all wrong:
(iit_term_synthesis)…
Charlie Parker
- 5,884
- 57
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2
votes
2 answers
How do I log a confusion matrix into Wanddb?
I'm using pytorch lightning, and at the end of each epoch, I create a confusion matrix from torchmetrics.ConfusionMatrix (see code below). I would like to log this into Wandb, but the Wandb confusion matrix logger only accepts y_targets and…
Chris92
- 31
- 2
2
votes
1 answer
How does one save a plot in wandb with wandb.log?
I'm trying to save a plot with wandb.log. Their docs say to do:
wandb.log({"chart": plt})
but this fails for me.
I get two errors, 1st error (when I do NOT do plt.show() before trying to do wand.log):
Traceback (most recent call last):
File…
Charlie Parker
- 5,884
- 57
- 198
- 323
2
votes
0 answers
How to log additional single variable with wandb and huggingface transformers
I am using Huggingface's Transformers Trainer object and I really like the support it has for wandb.
For my use case, I have subclassed the Trainer and, in addition to the values that are logged by default, I would like to keep track of one…
ClonedOne
- 569
- 4
- 20
2
votes
1 answer
getting aligned val_loss and train_loss plots for each epoch using WandB rather than separate plots
I have the following code for logging the train and val loss in each epoch using WandB API. I am not sure though why I am not getting val loss and train loss in the same epoch. Any idea how that could be fixed?
wandb.log({"train loss":…
Mona Jalal
- 34,860
- 64
- 239
- 408
2
votes
1 answer
Log metrics with configuation in Pytorch Lightning using w&b
I am using PyTorch Lightning together with w&b and trying associate metrics with a finite set of configurations. In the LightningModule class I have defined the test_step as:
def test_step(self, batch, batch_idx):
x, y_true, config_file = batch
…
Kevin
- 3,096
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- 37
2
votes
0 answers
Connecting Julia to Weights & Biases over Python
I am trying to use weights&biases for my models written in Julia. I am using WeightsAndBiasLogger.jl and try to test their demo code:
using Logging, WeightsAndBiasLogger
args = (n_epochs=1_000, lr=1e-3)
logger =…
Bloxx
- 1,495
- 1
- 9
- 21
2
votes
0 answers
wandb [SSL: WRONG_VERSION_NUMBER] error only thrown in Pycharm using python 3.8
I log the metrics of the training results on the wandb online server. This was working without any problems, till the beginning of this week. Since then i am suddenly unable to connect to the wandb online server and loggin the metrics isn't working…
jaisme
- 51
- 1
2
votes
0 answers
Weights and Biases watch log causing CUDA out of memory
I am trying to use WandB gradient visualization to debug the gradient flow in my neural net on Google Colab. Without WandB logging, the training runs without error, taking up 11Gb/16GB on the p100 gpu. However, adding this line wandb.watch(model,…
Ambrose
- 183
- 1
- 14
2
votes
1 answer
How to plot confidence intervals for different training samples
I am working on running training with different divisions of a training set. The plots that I get (using wandb) are fine, but not quite informative in my opinion and high in variance.
Is there a way to plot the mean of the plots, and then…
Anđela Todorović
- 71
- 4
2
votes
1 answer
trainer.train() in Kaggle: StdinNotImplementedError: getpass was called, but this frontend does not support input requests
When saving a version in Kaggle, I get StdinNotImplementedError: getpass was called, but this frontend does not support input requests whenever I use the Transformers.Trainer class. The general code I use:
from transformers import Trainer,…
Riccardo Bassani
- 51
- 4
2
votes
2 answers
YoloV5 killed at first epoch
I'm using a virtual machine on Windows 10 with this config:
Memory 7.8 GiB
Processor Intel® Core™ i5-6600K CPU @ 3.50GHz × 3
Graphics llvmpipe (LLVM 11.0.0, 256 bits)
Disk Capcity 80.5 GB
OS Ubuntu 20.10 64 Bit
Virtualization Oracle
I installed…
Peter
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2
votes
1 answer
Weights&Biases Sweep Keras K-Fold Validation
I'm using Weights&Biases Cloud-based sweeps with Keras.
So first i create a new Sweep within a W&B Project with a config like following:
description: LSTM Model
method: random
metric:
goal: maximize
name: val_accuracy
name:…
Ragnar
- 45
- 7
1
vote
1 answer
Wandb connects to company automatically
On my laptop, wandb is configured to log in to my company's wandb. However, I want to use my personal wandb account for my personal projects. Even after wandb login --relogin, it will still try to go to company.wandb.ai instead of api.wandb.ai. How…
Jechos
- 21
- 2
1
vote
0 answers
How to get all project tags using WandB API from a nested method/function?
How can I use the WandB API to get all the tags associated with a project in a nested method or function?
Currently, I am using the following code:
runs = api.runs(path=f"{entity}/{project}")
tags = []
for run in tqdm(runs):
…
羅文斌
- 11
- 1