Comments (3)
from mamba.
I also encountered the same problem. Referring to the author's explanation in the #355 it is necessary to pre compile the model, which can be referred to https://discuss.pytorch.org/t/how-to-use-torch-compile-with-cuda-graphs-when-using-gradient-activation-checkpointing/179466.
You can wrap your model with the following code, although the first round of forward propagation will be very slow, the subsequent propagation will be very fast:
model_compile = torch.compile(model, mode="reduce-overhead")
from mamba.
I also encountered the same problem. Referring to the author's explanation in the #355 it is necessary to pre compile the model, which can be referred to https://discuss.pytorch.org/t/how-to-use-torch-compile-with-cuda-graphs-when-using-gradient-activation-checkpointing/179466. You can wrap your model with the following code, although the first round of forward propagation will be very slow, the subsequent propagation will be very fast:
model_compile = torch.compile(model, mode="reduce-overhead")
thks for help, but it is still slow
from mamba.
Related Issues (20)
- How to use sequence parallelism in Mamba2?
- Changing expansion_factor resulted in 'c10::DistBackendError HOT 1
- Mamba for encoder-decoder HOT 2
- mamba_split_conv1d_scan_combined error HOT 1
- torch.cuda.amp.custom_fwd(args...) Deprecated
- Is it possible to get ssm_states at specific seq len instead of just the last state? HOT 1
- How to modify mambaV2 to set causal=False? HOT 3
- Reducing _chunk_scan_bwd_kernel computation HOT 4
- Exploding gradients if ngroups is higher than 1. HOT 3
- clarification on how to interpret kernel size for conv1d HOT 1
- Some questions about the shape of A,B,C,D HOT 5
- How can I avoid using causal-conv1d? HOT 11
- Is it okay to put S6(MAMBA) and gated MLP blocks like a transformer? (Also please open the discussion tab)
- Vanishing gradient problem with more layer HOT 1
- Results vary greatly across experiments
- Gradient explosion in Mamba2 training, norm and loss divergence HOT 3
- Optimizing the bwd pass of Mamba 2 HOT 3
- Question about d_state. HOT 1
- Understanding about the selective scan HOT 2
- ModuleNotFoundError: No module named 'mamba_ssm.ops.triton.ssd_combined
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 mamba.