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Questions tagged [wandb]

134 questions
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Edit a point in wandb line plot

I am training a model and uses wandb to plot the training graphs. I noticed that I accidently logged wrong y values in some of the points. Is there any way to manually edit specific point in the plot and change their coordinates (using the wandb…
Dani
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Using weights and biases for storing pytorch experiments of different architectures

following the basic pytorch tutorial, I'm trying to experiment with different CNN architectures (different number of layers, channels per layer, etc.) and I want to be organized so I'm trying to use wandb. I'm looking for a simple way to try out…
Ariel Yael
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Wandb Sweep tuning define output directory

Please can be defined output directory for wandb when running sweep tuning? I've defined directory using wandb.init(dir="./out/"), but ./out/ is used only for output of runs, but ./wandb/ folder is created in the directory from which I am running…
zdeneklapes
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"collate_fn" for Huggingface Hyperparameter Tuning

I am following this tutorial on how to do hyperparameter tuning with Huggingface and Wandb. Most of it works but I don't quite understand what the "collate_fn" Function is doing and how I have to adjust it for my use case. My dataset is looks like…
Maxl Gemeinderat
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How to log custom value from Transformers model using WandB and Transformers Trainer

I am using huggingface transforems to train a custom model on custom dataset, using Trainer and logging with WandB. the model is a transformer with two heads I calculate the loss for each head seperatly in foward pass something like: def…
Ali Mohammad
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ROC Curve with Wandb

I have been trying to produce a ROC curve with wandb but it seems that no matter how I reshape y_true and y_score, it doesn't work. inputs = s['Image'].to(device) labels =…
Alina Krichevsky
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Can we use torch.multiprocessing.spawn with wandb sweep hyper-parameter tuning?

Can we use torch.multiprocessing.spawn with wandb.sweep (https://docs.wandb.ai/guides/sweeps). torch.multiprocessing.spawn(func, nprocs=world_size, join=True) I tried but got errors and cannot find tutorials.
skytree
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How to login to W&B by using ENTRYPOINT

I want to know how to use ENTRYPOINT in a Dockerfile to run a shell script that logs me in.
SJin
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W&B - What does "failed -11" mean?

My W&B process is failing with the following reason: failed -11. wandb: Waiting for W&B process to finish... (failed -11). Press Control-C to abort syncing. What does this mean? How do I find and fix the error?
Rylan Schaeffer
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How to use early terminate in wandb sweep?

I am trying to use wandb sweep to tune the hyperparameter in a model, and also try to use the hyperband early terminate method to accelerate it. However, I don't understand how this mechanism works by looking up the docs…
zlq147
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wandb: Network error (ReadTimeout)，How to solve it?

I use the command wandb sync $LOG_DIRECTORY, but I meet the error: wandb: Network error (ReadTimeout). I have checked ping wandb.ai and firewall on my system, but they all run well.
dachun
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How to install wandb on a docker image for arm?

My docker building failed at the RUN with: (meta_learning) brandomiranda~ ❯ docker build -f ~/iit-term-synthesis/Dockerfile_arm -t brandojazz/iit-term-synthesis:test_arm ~/iit-term-synthesis/ [+] Building 184.7s (20/28) => [internal] load build…
Charlie Parker
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How to avoid data averaging when logging to metric across multiple runs?

I'm trying to log data points for the same metric across multiple runs (wandb.init is called repeatedly in between each data point) and I'm unsure how to avoid the behavior seen in the attached screenshot... Instead of getting a line chart with…
aweeeezy
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How to recieve metrics for Object Detection while using pytorch and Weights & Biases?

I have been training and fine tuning few models for detection task on a custom dataset, I would like to plot relevant metrics such as mean Average Precision (taking into account the predicted bounding box location and the enclosed object's…
JammingThebBits
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What is the meaning of 'config = wandb.config'?

I try to do the settings for a sweep for my Logistic regression model. I read the tutorials of wandb and cannot understand how to make the configurations and especially the meaning of config=wandb.config in the tutorials. I would really appreciate…
Yana
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