Comments (3)
Thank u!I change the step! The problem is solved now!
from meta-tts.
What kind of GPUs do you use? In my experiments, I use V100, which has 32 GB memory per GPU. If you're using GPUs with less memory, then it might report CUDA OOM.
Besides, grad_acc_step does not need to set to 8 if you already have 8 GPUs. Each meta-update is calculated from (grad_acc_step * meta_batchsize) meta-tasks, so setting both to 8 means each meta-update uses 8*8=64 meta-tasks.
Also, the batchsize in config/train/base.yaml only affect baseline training, which does nothing to meta training.
If it is still hard to get rid of CUDA OOM problem, you could try to use a smaller model (setup in config/model/base.yaml) or fewer inner-steps (e.g. change this line)
from meta-tts.
My gpu has 11g. I choose the meta_table_emd_va model for training. When I set meta_batchsize=1 query=shot=3, I can set a piece of gpu, such as gpu=0 for training. But once I set mechabatchsize=8, gpu:-1 will show problems with cuda.
from meta-tts.
Related Issues (10)
- What's the difference between the models in the "pretrained model" link? HOT 2
- PERSONALIZED LIGHTWEIGHT TEXT-TO-SPEECH: VOICE CLONING WITH ADAPTIVE STRUCTURED PRUNING HOT 3
- Have you tried to finetune only a few parameters? HOT 1
- LibriTTS-360 pretrained checkpoints HOT 2
- Question for Meta-update in Meta-TTS HOT 4
- incompatible package versions HOT 9
- update evaluation/README HOT 1
- Is 4 positive samples and 4 negative samples enough for computing the threshold for asv acceptant rate? HOT 2
- try HiFi-GAN HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from meta-tts.