Comments (4)
Try to reduce lr by 3 (as you reduce batch size by a factor of 3). This looks good. Random loss is ln(101) ~ 4.62.
from c3d.
Thank you very much @dutran I will try it out
from c3d.
Great, the loss is very small now
I0529 08:51:22.795929 7108 solver.cpp:237] Iteration 20020, lr = 0.0001
I0529 08:51:22.796392 7108 solver.cpp:87] Iteration 20020, loss = 0.00696523
I0529 08:52:00.631763 7108 solver.cpp:237] Iteration 20040, lr = 0.0001
I0529 08:52:00.632230 7108 solver.cpp:87] Iteration 20040, loss = 3.70235e-05
I0529 08:52:38.457860 7108 solver.cpp:237] Iteration 20060, lr = 0.0001
I0529 08:52:38.458324 7108 solver.cpp:87] Iteration 20060, loss = 0.0188635
I0529 08:53:16.247462 7108 solver.cpp:237] Iteration 20080, lr = 0.0001
I0529 08:53:16.247931 7108 solver.cpp:87] Iteration 20080, loss = 0.0098978
I0529 08:53:54.076977 7108 solver.cpp:237] Iteration 20100, lr = 0.0001
I0529 08:53:54.077445 7108 solver.cpp:87] Iteration 20100, loss = 0.039086
I0529 08:54:31.882534 7108 solver.cpp:237] Iteration 20120, lr = 0.0001
I0529 08:54:31.883000 7108 solver.cpp:87] Iteration 20120, loss = 0.0021823
I0529 08:55:09.673733 7108 solver.cpp:237] Iteration 20140, lr = 0.0001
I0529 08:55:09.674206 7108 solver.cpp:87] Iteration 20140, loss = 0.0851032
I0529 08:55:47.512164 7108 solver.cpp:237] Iteration 20160, lr = 0.0001
I0529 08:55:47.512662 7108 solver.cpp:87] Iteration 20160, loss = 0.00216188
I0529 08:56:25.341374 7108 solver.cpp:237] Iteration 20180, lr = 0.0001
I0529 08:56:25.341886 7108 solver.cpp:87] Iteration 20180, loss = 0.00296394
I0529 08:57:03.134181 7108 solver.cpp:237] Iteration 20200, lr = 0.0001
I0529 08:57:03.134677 7108 solver.cpp:87] Iteration 20200, loss = 0.0216006
I0529 08:57:40.966392 7108 solver.cpp:237] Iteration 20220, lr = 0.0001
I0529 08:57:40.966887 7108 solver.cpp:87] Iteration 20220, loss = 0.00295561
I0529 08:58:18.788378 7108 solver.cpp:237] Iteration 20240, lr = 0.0001
I0529 08:58:18.788894 7108 solver.cpp:87] Iteration 20240, loss = 0.0404173
I0529 08:58:56.575695 7108 solver.cpp:237] Iteration 20260, lr = 0.0001
I0529 08:58:56.576161 7108 solver.cpp:87] Iteration 20260, loss = 0.0247827
I0529 08:59:34.381561 7108 solver.cpp:237] Iteration 20280, lr = 0.0001
I0529 08:59:34.382026 7108 solver.cpp:87] Iteration 20280, loss = 0.00695413
I0529 09:00:12.204666 7108 solver.cpp:237] Iteration 20300, lr = 0.0001
I0529 09:00:12.205132 7108 solver.cpp:87] Iteration 20300, loss = 0.03263
I0529 09:00:49.999734 7108 solver.cpp:237] Iteration 20320, lr = 0.0001
I0529 09:00:50.000200 7108 solver.cpp:87] Iteration 20320, loss = 0.0037585
I0529 09:01:27.809442 7108 solver.cpp:237] Iteration 20340, lr = 0.0001
I0529 09:01:27.809955 7108 solver.cpp:87] Iteration 20340, loss = 0.00100278
I0529 09:02:05.637639 7108 solver.cpp:237] Iteration 20360, lr = 0.0001
I0529 09:02:05.638101 7108 solver.cpp:87] Iteration 20360, loss = 0.0324224
from c3d.
I'm glad to hear, good luck with your experiments.
from c3d.
Related Issues (20)
- Random crop is bad for this model? HOT 1
- Features are not being extracted for all the frames HOT 5
- static link error with anaconda HOT 1
- Couldn't found the result in the output folder HOT 1
- Make all fails at examples/mnist/convert_mnist_data.cpp HOT 2
- Error with no data at frame xx always appears while set sample_rate > 1
- Check Failed while training from scratch in 1.0 HOT 1
- using more gpu HOT 1
- ERROR : video_data_layer.cpp:252] Check failed: ReadImageSequenceToVolumeDatum
- File not found: conv3d_deepnetA_sport1m_iter_1900000 HOT 2
- [C3D v.1.0] Failed to execute: sh c3d_sport1m_feature_extraction_frm.sh HOT 4
- C3D Google Colab - Extract feature from raw video (mp4)
- Action similarity labeling - Similarity is NAN
- compilation error in C3D v1.0
- recipe for target '.build_release/src/caffe/proto/caffe.pb.o' failed,...Error while make in both C3D1.0 and 1.1
- GPU Configuration Details
- image_io.cpp:339] Could not open or find file HOT 1
- _make clean
- F0905 11:26:43.151420 12241 layer_factory.hpp:81] Check failed: registry.count(type) == 1 (0 vs. 1) Unknown layer type: Video_Data
- Have some error for running extract_C3D_feature.py in C3D-v1.0
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 c3d.