Deep Learning Archives -

Fixed runtimeerror: cuda error: no kernel image is available for execution on the device

When we are using CUDA-enabled libraries like PyTorch or TensorFlow with GPU acceleration at that time we may get the error RuntimeError: CUDA error: no kernel image is available for execution on the device as our code is unable to run on the GPU due to compatibility issues. The error tells us that the CUDA […]

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Fixing the RuntimeError: cuda error: cublas_status_not_initialized in PyTorch

When we are working with GPU accelerated frameworks like PyTorch we tend to face errors related to CUDA which can be a frustrating experience. One such error is RuntimeError: cuda error: cublas_status_not_initialized when calling cublascreate(handle). Knowing the exact cause of error is quite difficult but we can narrow it down to places where we can

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Layer normalization vs Batch normalization

Why is normalization necessary? You can consider normalization as a way of scaling and shifting the input data in a particular range. Some common normalization techniques are min-max normalization and z-score (standardization) normalization. Min max normalization scales data between 0 to 1 whereas standardization scales data to have mean of 0 and stand deviation of 1.

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ChatGPT API Python : A Complete Guide

We all are well know with OpenAI company by their world changing products like ChatGPT, Whisper and a recently launched product called SORA, which is a text to video AI model only available to few people as of now. In this blog we will discuss about how to get ChatGPT API key, how to use

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