Comments (1)
CNugteren
commented on June 23, 2024
2
At the moment I do not think this is possible, because it is the way XNNPACK behaves. However, I just saw this blog post, which indicates that XNNPACK detailed profiling is available in the next release of TensorFlow. Since the Larq Compute Engine is still based on TF 2.9.0, this is not yet supported. We plan to update LCE to TF 2.10.0 within the coming weeks, so then this should be included as well.
The alternative is to disable XNNPACK (see the command-line options for lce_benchmark_model_aarch64 ), but of course that will give different profiling results. However, it might give you a rough indication of how much time is spent in each layer.
from compute-engine.
Related Issues (20)
- Automatic release builds for benchmarking binaries are broken HOT 2
- Deployment on Cortex-M HOT 2
- Tensor transform triggers dequantization HOT 6
- Error on import HOT 2
- Select indirect BGEMM kernels - Benchmarking grouped binary convolutions HOT 3
- LCEInterpreter and converter design HOT 1
- core dumped when number of threads is larger than 2 HOT 3
- Benchmarking custom model HOT 3
- Int8 quantization for microcontroller HOT 13
- Failed import 'org.tensorflow.lite.DataType' on Android project HOT 8
- `convert_keras_model()` does not work as expected for BinaryDenseNet37 Dilated and XNORNet HOT 1
- DoReFa quantizer with higher number of MACs/Ops, Grouped convs as custom ops on LCE 0.7.0 HOT 3
- Error while performing benchmarking HOT 44
- Bool input tensor HOT 7
- extra model size induced by non-parameter layer HOT 1
- Fix Android benchmarker build
- Larq Compute Engine seems incompatible with tensorflow-lite-task-vision on Android (using the latest tensorflow lite demo code) HOT 2
- Dorefa model size and behavior with full precision model and ste_sign model HOT 13
- Cannot save compressed binary or ternary weights, saved as float32 parameters HOT 12
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 compute-engine.