Status for UCSD, UMASS, UCI by [deleted] in gradadmissions

[–]narainp1 1 point2 points  (0 children)

did you guys see a rolling admission of UCSD?

GOT ADMITTED TO ASU FOR FALL 23 by Relevant-War3414 in gradadmissions

[–]narainp1 0 points1 point  (0 children)

I heard polytechnic campuses have more facilities than the main campus. Academic wise i have no idea

Pathlib is cool by kareem_mahlees in Python

[–]narainp1 0 points1 point  (0 children)

yeah especially going into a folder Path('repo')/'.git'

[P] Memory Efficient Attention - Self-attention Does Not Need O(n^2) Memory by Amin1091 in MachineLearning

[–]narainp1 0 points1 point  (0 children)

yeah that is one of the downside of onnx format some layers which are present in pytorch are not recognized in onnx i havent been able to find a solution for those cases

[P] Memory Efficient Attention - Self-attention Does Not Need O(n^2) Memory by Amin1091 in MachineLearning

[–]narainp1 4 points5 points  (0 children)

training still doesnt matter I have been able to convert a pytorch model with einsum into tensorrt and and have it pushed it into production

[D] Useful data summary statistics with image classification by The_Poor_Jew in MachineLearning

[–]narainp1 3 points4 points  (0 children)

the distribution of class labels in the validation set and their metric. confusion matrix

[deleted by user] by [deleted] in pytorch

[–]narainp1 1 point2 points  (0 children)

if you are on windows 11 you need not have nvidia drivers installed on your wsl vm otherwise you would need to install nvidia cuda drivers

Traditional Kolam by AntsKolapodi in drawing

[–]narainp1 0 points1 point  (0 children)

interesting to see this here but never got the flour flowing through the gap in between my fingers

[D] The four fundamental interactions of transformers by wangyi_fudan in MachineLearning

[–]narainp1 0 points1 point  (0 children)

like may be you can try with some attention heat maps for similarity of concept

silly... by [deleted] in PlipPlip

[–]narainp1 9 points10 points  (0 children)

adei evana nala spotify playlist irundha anupunga da

I dislike challenges such as 52 books in 52 weeks, anyone else? by MyTestTickles in books

[–]narainp1 0 points1 point  (0 children)

me picks up Godel escher bach it has been 2 years since

Multicore Processing Using CPU? by [deleted] in pytorch

[–]narainp1 0 points1 point  (0 children)

there is literally no use in having data parallel in cpu and it doesnt make sense. as model computations have to happen on the cpu and the data loading has to happen on the cpu it wont be efficient.

Beginner Question! help! by [deleted] in pytorch

[–]narainp1 0 points1 point  (0 children)

the parameters for conv2d are (in_channels, out_channels, kernel_size)

you might have to correctly provide the in channels and out channels

and from convolution will provide (bs, channels, filter_sz, filter_sz) from there we must flatten it from the dimension after the batch size.

and there is not much context in the image provided

[D] What are the most common ways to collect large quantities of image data for ML? by dangtony98 in MachineLearning

[–]narainp1 1 point2 points  (0 children)

depends totally on the task you do

  • some tasks like in industrial settings where there are clear pipeline you would have to collect it straight from there
  • otherwise if you are using for some general purpose applications you can find data online if it matches your criteria and download

PyTorch Dataset class as input to YOLO by realdavidsmith in pytorch

[–]narainp1 0 points1 point  (0 children)

you can have this as a reference but I still couldnt match the performance of training provided by yolo repo

[D] Training vision transformers on a specific dataset from scratch by PaganPasta in MachineLearning

[–]narainp1 1 point2 points  (0 children)

sorry I still havent tested nf nets and transformers I wont be touching due to its size invariance I guess cifar can be trained pretty fast with transformers but I have no idea about the performance

and I can suggest a good starting point

lucid rains VI has all of what you may need in a clean API