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Koila Alternatives
Similar projects and alternatives to koila
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TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
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InfluxDB
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torchsynth
A GPU-optional modular synthesizer in pytorch, 16200x faster than realtime, for audio ML researchers.
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WorkOS
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merged_depth
Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models
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thrash-protect
Simple-Stupid user-space program doing "kill -STOP" and "kill -CONT" to protect from thrashing. It works a bit like the ABS break on the car.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better koila alternative or higher similarity.
koila reviews and mentions
Posts with mentions or reviews of koila.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-17.
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How to fix CUDA out of memory with Koila?
but I always get CUDA out of memory . Long story short I found koila which should fix this issue, but I'm not sure how to add this to my code. in their page they have (input, label) = lazy(input, label, batch=0) but i kinda feel lost. can you help me please.
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Pytorch CUDA out of memory persists after lowering batch size and clearing gpu cache
Having 53760 neurons takes much memory. Try adding more Conv2D layers or play with stride. Also, try .detach() to data and labels after training. Lastly, I would suggest to take a look at https://github.com/rentruewang/koila. Have not tried yet but it should be helpful.
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[D] Would the 8gb VRAM of the 3060ti mean that some models in computer vision cannot be trained with it at all?
Tools like this can help: https://github.com/rentruewang/koila
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[P] Dynamic batching for GPT-J API
You could take a look at how these guys are determining memory batch size limits... https://github.com/rentruewang/koila
- Koila: Prevent PyTorch's out of memory error with lazy evaluation
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Solve PyTorch's `CUDA error: out of memory` in 1 line of code
Project Link
- Show HN: Solve `CUDA error: out of memory` in one line of code
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A note from our sponsor - SaaSHub
www.saashub.com | 18 Apr 2024
Stats
Basic koila repo stats
7
1,817
6.8
7 days ago
rentruewang/koila is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of koila is Python.
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