Comments (3)
We made some early benchmark scripts on tensorflow here, but they lack maintaining after v0.3.x and may no longer work in latest version.
And we didn't do the same in pytorch yet. However, by the end of this year, we'll release v0.4 that uses a different framework to show benchmark against torch in a fair and nice way.
from antares.
Any news here? - Keen to see some benchmarks! :)
from antares.
Hi. The benchmarks should be faster than TVM/Ansor but may not ALWAYS faster than CUBLAS. And currently no tensor-core supported.
May I know your purpose of the benchmarks so I can provide more concrete explanation? Like:
What platform you want to use for, e.g. DirectX / Windows ROCm?
What operators you want to use for,e.g. LSTM layer / Depth-wise Conv / MoE dispatch / Matmul relu?
What purporse for the benchmark numbers,e.g. papers / use in production?
from antares.
Related Issues (20)
- gfx 1031 hip kernel crash HOT 1
- Running ROCm computations on Windows over AMD GPU HOT 14
- This repo is missing important files
- Change the cache directory HOT 4
- [BUG] Tune a bert-base-fp16 failed HOT 1
- [Help Request] How can Antares IR support stride size > 1 's Slice operation? HOT 3
- Can antares assign specified gpus for evaluation? HOT 1
- how can antares surport loop which index doesn't start with 0 HOT 5
- is it possible c-ocl_*_win64 HOT 15
- Not an issue but a question due to lack of docs. HOT 1
- Fail to compile, when I use "AMDGFX=gfx1031 BACKEND=c-rocm_win64 antares" HOT 9
- The residue of the last issue (#365)
- [Error] error: ‘CHECK_EQ’ was not declared in this scope; did you mean ‘CHECK_OK’? HOT 17
- Assertion error: SDK for `c-rocm_win64` is not configured correctly, HOT 3
- Is this project based on AI? What is the goal of this project? HOT 3
- will this project replace torch-directml? HOT 2
- Is ROCm no longer supported by 0.9.x? HOT 16
- Lack operator implementation for DirectX: torch.abs() HOT 1
- Is there any document for performance benchmark result vs pytorch2.1 compile mode? 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 antares.