Unanswered Questions tagged with Machine Learning & AI
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I'm training a machine learning model on ml.g5.24xlarge:
The following code:
device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
model = Seq2Seq(encoder, decoder,...
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67
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asked a year agolg...
What kind of API setups are you guys working on? Id love to share what I have. Still learning….
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146
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asked a year agolg...
based on the docs provided here, https://docs.aws.amazon.com/sagemaker/latest/dg/create-multi-model-endpoint.html. i created a multi model endpoint and invoked it as documented here...
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132
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asked a year agolg...
I have deployed the SageMaker pipeline as described in the SageMaker Immersion Day and updated it to the listed workflow. The nonproduction environment deployment works fine, but it never asks for...
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74
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asked a year agolg...
I have an ML model from Huggingface, which essentially looks as follows:
```
import torch
from transformers import BloomTokenizerFast, BloomForCausalLM
device = torch.device('cuda' if...
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99
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asked a year agolg...
Hi Team,
We have trained our Ml model using keras framework (version =2.11.0) which is used for prediction, and we want to run this model on an edge device (linux) so we made use of aws sagemaker...
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81
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asked a year agolg...
I have a PyTorch model that I've saved following [https://docs.aws.amazon.com/sagemaker/latest/dg/neo-compilation-preparing-model.html]() into a .tar.gz file
I uploaded it to S3, and then tried to...
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90
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asked a year agolg...
We would like to set up an automated system that uses existing training data to check whether workers have correctly understood the task we have for them (it is a data classification task that is more...
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84
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asked a year agolg...
Im using sagemaker for train the data
It has pre-trained model
“tensorflow-od1-ssd-resnet50-v1-fpn-640x640-coco17-tpu-8”
**Create the SageMaker model instance. Note that we need to pass Predictor...
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145
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asked a year agolg...
I have set up few steps in sagemaker pipeline , to process and train data. but in the event where i need a custom script for inference , i want to able to just run the model re-packaging step. is it...
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110
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asked a year agolg...
I have a YOLOv5-trained model. Exported as Tensorflow, I'm trying to compile and deploy to my device as a Greengrass Noe edge component.
Device configs are,
device: NVIDIA Jetson AGX...
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94
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asked a year agolg...
Hello,
I have a problem with the logs on DeepRacer. I downloaded the "DeepRacer Log Analysis for Model Training" Notebook, I easily specify the RoboMaker & SageMaker Log File Locations. My parameters...
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99
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asked a year agolg...