Questions tagged with Amazon SageMaker Model Training
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No such file or directory: '/opt/ml/input/data/test/revenue_train.csv' Sagemaker [SM_CHANNEL_TRAIN]lg...
I am trying to deploy my RandomForestClassifier on Amazon Sagemaker using Python SDK. I have been following this example...
1
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0
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730
views
asked 2 years agolg...
I am using a pertained Random Forest Model and trying to deploy it on Amazon Sagemker using Python SDK:
```
from sagemaker.sklearn.estimator import SKLearn
sklearn_estimator = SKLearn(
...
1
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446
views
asked 2 years agolg...
I have a doubt with choosing instance for training job in sagemaker. Is ml.m5.2xlarge with count as 2 and ml.m5.4xlarge are same ?
I would like to know if there is any best practice guide to choose...
2
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897
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asked 2 years agolg...
I am using a SageMaker notebook for training a ML model. When I created and trained the estimator successfully with the following script, I could load the debugging information (s3_output_path) as...
1
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0
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389
views
asked 2 years agolg...
I have a problem with Python module installation that requires pre-installation of another module. Both modules were added to the `requirement.txt` file. However, the error occurs when installing...
1
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0
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1218
views
asked 2 years agolg...
I am trying to generate the XGBoost training report to see feature importances however the following code only generates the profiler report.
```
import boto3, re, sys, math, json, os, sagemaker,...
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0
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167
views
asked 2 years agolg...
I trained a sagemaker model instead and get the following compile error **"expecting bytes like object, str found"** after compiling.
These are the steps I took:
```
1. Labeled images in ground...
1
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0
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430
views
asked 2 years agolg...
We are submitting a Sagemaker Training job with Sagemaker SDK with a custom docker image. The job finishes successfully for EFS...
1
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0
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453
views
asked 2 years agolg...
Hi,
I have trained a **multiclass classification** model using auto-ml.
Used
- Training image: *sagemaker-xgboost:1.3-1-cpu-py*
- Instance type: *ml.m5.12xlarge*
The run succeeded to complete 2...
1
answers
0
votes
425
views
asked 2 years agolg...
Which XGBoost hypertuning perameter is used to set the forecast horizon?
I do not see a parameter listed here: https://docs.aws.amazon.com/sagemaker/latest/dg/xgboost_hyperparameters.html
1
answers
0
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300
views
asked 2 years agolg...
Memory error occurs in amazon sagemaker when preprocessing 400 mb of data which is stored in s3. No problem in loading the data. Dimension of data is 8-9 million rows and 4 columns, but I get 7000...
1
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0
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283
views
asked 2 years agolg...
This post is both a bug report and a question.
We are trying to use SageMaker to train a model and everything is quite standard. Since we have a lot of images, we'll suffer from a super long image...
0
answers
0
votes
91
views
asked 2 years agolg...