Comments (2)
Take a look at the sample code in readme.md.
You have to create an instance of your model and then pass it to get_model_complexity_info
. You have to also the input shape of your model (for an instance, for CIFAR-10 dataset it equals to (3, 32, 32)).
from flops-counter.pytorch.
Thanks a lot
from flops-counter.pytorch.
Related Issues (20)
- how to calculata FLOPS with LSTM? HOT 1
- There was a bug with computing MultiheadAttention flops HOT 9
- Is the input size of function "get_model_complexity_info()" must be fixed to 3 demensions? HOT 2
- How do I calculate the FLOPs of a model with some frozen layers during training? HOT 2
- Does this code also calculates MACs for back propagation? HOT 1
- how to calculate the flops if one module have 'einsum' option? HOT 2
- flops are counted multiple times if a module is shared by other modules HOT 4
- Support LayerNorm? HOT 1
- support for torch.compile? HOT 1
- The Conv1d with the same architecture yields different Macs in different models HOT 4
- integer overflow, when calculate the MACs of the ViT on Windows HOT 1
- There was a bug with computing FLOPs in OpenPCdet HOT 1
- Do this work with the 'deformable convolution' as well? HOT 5
- Is there some bug in the 'input_constructor' function? HOT 2
- Can't work with `F.interpolate` HOT 2
- FLOPs for a linear layer with 3D input HOT 2
- How to work with two input or more HOT 6
- Support ViT from timm huggingface HOT 1
- Fail to install the newest version HOT 1
- failed to install HOT 2
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 flops-counter.pytorch.