Unanswered Questions tagged with Machine Learning & AI
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I am working on ssd model finetuning on sagemaker studio but showing Speed: 36.629 samples/sec, CrossEntropy=2.362, SmoothL1=nan
Why SmoothL1 showing nan ?
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101
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asked 10 months agolg...
I am finetuning the SSD model. I have five images, and according to this blog, I have converted Yolo annotations to Coco.
Blog Link...
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130
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asked 10 months agolg...
What should be the boolean value for Reinitialize top layer and Train only the top layer in the finetuning process for SSD MobileNet 1.0 model? Is the SSD model training required only on PNG images?
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102
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asked 10 months agolg...
On Google Colab, I fine-tuned my stable diffusion model and deployed it on hugging face. Now I want to create an endpoint in Sagamaker and generate new images. I am experiencing problems with image...
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123
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asked 10 months agolg...
I am trying to set up a data quality job for a batch transfer model. All inputs look right to me but the job does not kick off and displays above error when job is...
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120
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asked 10 months agolg...
We have a step functions pipeline that executes a bunch of SageMaker training and processing jobs in series. However, in the last couple weeks it happened four times that one of these jobs failed...
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41
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asked 10 months agolg...
Amazon Forecast console ignores my data frequency specification of hourly during target time series dataset creation / import, and actually assigns it a daily frequency. The actual CSV file imported...
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44
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asked 10 months agolg...
I'm currently working with a SageMaker pipeline setup, that uses `QualityCheckStep()` to run `ModelQualityCheck` and `DataQualityCheck` jobs. These jobs accept parameters such as...
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152
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asked 10 months agolg...
What are the consequences of replacing versus adding to an existing dataset in Amazon Personalizelg...
I'm using Personalize to provide recommendations for my e-commerce application. The issue is items keep going out of stock and I'm constantly adding more items. Should I be adding to my data or...
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100
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asked 10 months agolg...
based on the example here ,
https://github.com/aws/amazon-sagemaker-examples/blob/main/sagemaker-triton/ensemble/sentence-transformer-trt/examples/ensemble_hf/ensemble/config.pbtxt, i am working on...
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70
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asked a year agolg...
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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151
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asked a year 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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54
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asked a year agolg...