Comments (5)
We used max updates to limit the epoch of pre-training and fine-tuning.
from speecht5.
OK, thanks a lot!!!
from speecht5.
Sorry, I have another question. When I want to use 8 GPUs training, I just change the parameters '--distributed-world-size 8' and finally the utilization rate of each GPU is similar(all 8 GPUs can work properly). However, I find that using 8 GPUs to train for one update is even slower than using one GPU. Do I need to modify other parameters ?Have you ever encountered such problem?
from speecht5.
Actually, there are samples of --max-tokens
in each GPU and one update requires a forward on each GPU with communication between them. Thus, the time cost for one update is higher than that using a single GPU due to additional communication overhead.
from speecht5.
OK, thanks for your reply!!
from speecht5.
Related Issues (20)
- Is end-to-end S2ST possible with Speecht5?
- ASR SpeechT5 training - model predicts same output for different inputs
- SpeechT5 - TTS - Tokenizer adding `▁` token between newly added Vietnamese characters HOT 1
- The size of tensor a (674) must match the size of tensor b (600) at non-singleton dimension 1 HOT 1
- 是否支持中文转语音? HOT 4
- How to setting language when do S2T HOT 1
- Baseline implementation HOT 1
- Text feature extraction using SpeechLM
- British English TTS model HOT 1
- "SpeechT5" on Android OS
- Link to train_960.tsv is broken
- What is the time taken to converge for the hidden unit tokenizer?
- Does the pre-trained model for hidden unit tokenizer use speaker embeddings?
- extract transorformer layer feature HOT 2
- ASR fine-tuning loss goes to zero after several epochs HOT 2
- WavLLM checkpoint HOT 5
- Single Task Training HOT 1
- Error in loading WavLLM model HOT 9
- Confusion/Question about SpeechT5SpeechDecoderPostnet output
- What's the model_path and data_name on inference code? 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 speecht5.