Unanswered Questions tagged with Machine Learning & AI
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Hi,
The documentation on SageMaker suggests that one can do distributed deep learning training (multi-node) [1]. It is also possible to use Spot instances with Sagemaker [2]. Is it possible to...
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146
views
asked 10 months agolg...
Hi,
I am trying to access train loss metrics using Keras through training job. Following are code snippets.
logs
```
10#010#010#010#010#010#015194/211 [==========================>...] - ETA: 0s -...
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50
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asked 10 months agolg...
Hello. I'm running SageMaker training jobs through a library called ZenML. The library is just there as an abstraction layer, so that when I return the artifacts gets automatically saved to S3. The...
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147
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asked 10 months agolg...
I'm struggling to find the same server specs - Deep Learning AMI (Ubuntu 18.04) Version 68.3- in ubuntu 20.04 or 22.04
can you pls help
PS: with PyTorch-1.13, TensorFlow-2.11, MXNet-1.9, Neuron, &...
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68
views
asked 10 months agolg...
I am deploying a externally trained sklearn model
sklearn_model = SKLearnModel(name="tat-predict22",model_data="s3://sagemaker-tat-prediction/models/regression.tar.gz",
...
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73
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asked a year agolg...
I am reaching out to report an issue I encountered while using the JMeter tool to send requests to a SageMaker endpoint. Despite carefully filling in all the necessary information, I am consistently...
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54
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asked a year agolg...
Hi, I'm experimenting with various forecasting algorithm and comparing them on multiple backtesting. However, Autopredictor only gives me the backtest results of the last forecast horizon.
I'd like...
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77
views
asked a year agolg...
Hello,
Is it possible to pass hyperparameters to a PyTorchModel? For instance, in my training script, I would like to load data from the training bucket for use in inference. How would I provide...
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45
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asked a year agolg...
Hello! I have created a ntm model and retrieved the vectors from the model, but is there a way to retrieve the actual topic words from the model? For example, lda has .print_topics() to review the...
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71
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asked a year agolg...
When I have a look at https://github.com/aws/deep-learning-containers/blob/master/available_images.md I get many different deep learning containers with an example URL, for instance,...
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108
views
asked a year agolg...
Amazon personalize puts a limit of 750,000 on the number of items considered by models during the training process. Considering the situation with 2 million items (videos) with no interaction but I...
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79
views
asked a year agolg...
Good morning, I am encountering an unusual issue with Sagemaker Autopilot. After launching the training on my dataset and completing the entire process without any problems, the best model is...
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104
views
asked a year agolg...