Comments (2)
Hi when you increase F you should increase X and Theta batch. Here are some combinations we tried:
As you can see when F = 60, we used THETA_BATCH = 2.
Later when you try even larger F, X_BATCH and THETA_BATCH should both be increased.
#!/bin/bash
#$1 should be a directory
make clean build
mkdir $1
./main 17770 480189 10 99072112 1408395 0.048 1 1 ./data/netflix/ > $1/als.10
./main 17770 480189 20 99072112 1408395 0.048 1 1 ./data/netflix/ > $1/als.20
./main 17770 480189 30 99072112 1408395 0.048 1 1 ./data/netflix/ > $1/als.30
./main 17770 480189 40 99072112 1408395 0.048 1 2 ./data/netflix/ > $1/als.40
./main 17770 480189 50 99072112 1408395 0.048 1 2 ./data/netflix/ > $1/als.50
./main 17770 480189 60 99072112 1408395 0.048 1 2 ./data/netflix/ > $1/als.60
./main 17770 480189 70 99072112 1408395 0.048 1 3 ./data/netflix/ > $1/als.70
./main 17770 480189 80 99072112 1408395 0.048 1 3 ./data/netflix/ > $1/als.80
./main 17770 480189 90 99072112 1408395 0.048 1 3 ./data/netflix/ > $1/als.90
./main 17770 480189 100 99072112 1408395 0.048 1 3 ./data/netflix/ > $1/als.100
./main 17770 480189 110 99072112 1408395 0.048 1 4 ./data/netflix/ > $1/als.110
./main 17770 480189 120 99072112 1408395 0.048 1 4 ./data/netflix/ > $1/als.120
./main 17770 480189 130 99072112 1408395 0.048 1 10 ./data/netflix/ > $1/als.130
./main 17770 480189 140 99072112 1408395 0.048 1 10 ./data/netflix/ > $1/als.140
./main 17770 480189 150 99072112 1408395 0.048 1 10 ./data/netflix/ > $1/als.150
./main 17770 480189 160 99072112 1408395 0.048 1 10 ./data/netflix/ > $1/als.160
./main 17770 480189 170 99072112 1408395 0.048 1 10 ./data/netflix/ > $1/als.170
./main 17770 480189 180 99072112 1408395 0.048 1 10 ./data/netflix/ > $1/als.180
./main 17770 480189 190 99072112 1408395 0.048 1 10 ./data/netflix/ > $1/als.190
./main 17770 480189 200 99072112 1408395 0.048 1 10 ./data/netflix/ > $1/als.200
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That solved the problem.
Thank you for your quick response.
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Related Issues (18)
- shall we provide a python interface? HOT 9
- When rank is 70, it does not converge ······ HOT 3
- Provide a direct link to prepared netflix dataset HOT 1
- Does CuMF support implicit feedback data? HOT 2
- Yahoo Music dataset HOT 1
- als.cu(205): error: more than one instance of overloaded function "isnan" matches the argument list HOT 3
- Missing datasets HOT 4
- Extracting Outputs HOT 1
- Dataset for hugewiki HOT 1
- all elements in XTHost and ThetaTHost are all Nan HOT 2
- Input data format? HOT 4
- Issue: ./als_tf.so: undefined symbol: _ZTIN10tensorflow8OpKernelE
- sgd? HOT 9
- Tensorflow interface for cuMF? HOT 1
- MemoryError HOT 6
- it cause 'core dump' on GTX950m(4G) with netflex data.... HOT 2
- Unable to run MovieLens10m Dataset HOT 4
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