cuMF / cumf_als

CUDA Matrix Factorization Library with Alternating Least Square (ALS)

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it cause 'core dump' on GTX950m(4G) with netflex data....

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envy@ub1404:~/os_pri/github/CuMF$ tree
.
├── als.cu
├── als.h
├── als.o
├── host_utilities.cpp
├── host_utilities.h
├── host_utilities.o
├── images
│   ├── mf.png
│   └── spark-gpu.png
├── LICENSE
├── main
├── main.cu
├── main.o
├── Makefile
├── netflix_mme
├── netflix_mm.txt
├── print-test-result.sh
├── README.md
├── scripts
│   ├── prepare_input.ipynb
│   ├── R_test_coo.col.bin
│   ├── R_test_coo.data.bin
│   └── R_test_coo.row.bin
├── tensorflow
│   ├── als_tf.cc
│   ├── build_tf_op.sh
│   ├── cumf_as_tensorflow_ops_test.ipynb
│   └── cumf_as_tensorflow_ops_test.py
├── test_als.sh
└── yknote_build_debug_log

3 directories, 27 files
envy@ub1404:/os_pri/github/CuMF$
envy@ub1404:
/os_pri/github/CuMF$
envy@ub1404:~/os_pri/github/CuMF$ ./main 100 0.058 3
F = 100, lambda = 0.058, THETA_BATCH = 3
*******starting loading training and testing sets to host.

loading COO...
Unable to open file!
loading CSR...
Unable to open file!
loading CSC...
Unable to open file!
loading COO Row...
Segmentation fault (core dumped)
envy@ub1404:~/os_pri/github/CuMF$

Hi, have you looked at https://github.com/wei-tan/CuMF/blob/master/scripts/prepare_input.ipynb to prepare for the data files needed?

Hi @lovejasmine : we have updated code and readme regarding input data. Just for your information :)