Comments (4)
AlexKoff88
commented on June 8, 2024
I would like to note that this is only for INT8 bits quantization. Lower bit-width should not be affected.
from nncf.
AlexKoff88
commented on June 8, 2024
Definition of done:
- Implemented scaling of weights and scales in FQ operation
- Implemented proper export in FQ and Q/DQ
- E2E manual validation of MobileNet v2 on ImageNet and SSD-MobileNet on COCO (includes training in INT8, export to both FQ and Q/DQ and validation in OpenVINO)
from nncf.
vshampor
commented on June 8, 2024
from nncf.
kshpv
commented on June 8, 2024
See PR
from nncf.
Related Issues (20)
- Compressed models that call torch.is_floating_point() during inference are traced with runtime error.
- nncf + ultralytics yolov8 training-time compression HOT 7
- Ultralytics yolov8 QAT example HOT 1
- [Good First Issue] [NNCF] Make NNCF common utils code pass mypy checks HOT 23
- [Good First Issue] [NNCF] Make NNCF common accuracy aware training code pass mypy checks HOT 17
- [Good First Issue] [NNCF] Make NNCF common tensor statistics code pass mypy checks HOT 9
- Thanks to our Contributors HOT 1
- [Good First Issue][NNCF]: Add INT8 weight compression conformance test for Tinyllama-1.1b PyTorch model HOT 19
- [Good First Issue][NNCF]: Fixing NNCFGraph export for visualization in Netron HOT 6
- Why doesn't the size and precision of the model change after INT4 quantization? HOT 2
- [Good First Issue][NNCF]: Optimize memory footprint by removing redundant collected statistics HOT 8
- [Good First Issue][NNCF]: Dump actual_subset_size to ov.Model HOT 8
- [Good First Issue][NNCF]: dump the ignored scope more gracefully HOT 4
- [Good First Issue][NNCF]: check number of u8, u4 constants in weight compression tests HOT 10
- PTQ of Fast R-CNN crashes in PyTorch backend HOT 1
- [Good First Issue][NNCF]: fix invalid error reporting in JSON schema HOT 19
- [Good First Issue][NNCF]: Add tests for torch device utils HOT 5
- [Good First Issue][NNCF]: Remove compress_to_fp16=False from examples HOT 3
- AttributeError: 'list' object has no attribute 'keys' when executing yolov8_quantize_with_accuracy_control example HOT 4
- The question about function create_compressed_model()：RuntimeError: CUDA error: device-side assert triggered HOT 3
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 nncf.