CUDAMatException about unsupervised-videos

[mansimov]

I usually had this error when I ran out of memory on GPU.

Have you tried decreasing the size of the layer in LSTM ?

[loveJasmine]

which file i should change?

my gpu is gtx950M(4g)
I had done this, but not works yet:

envy@ub1404:~/os_pri/github/unsupervised-videos$ git diff
diff --git a/cudamat/Makefile b/cudamat/Makefile
index 0d4b76f..6759b00 100644
--- a/cudamat/Makefile
+++ b/cudamat/Makefile
@@ -1,7 +1,7 @@
##################################

Set path to dependencies.

CUDA.

-CUDA_ROOT=/pkgs/cuda-6.5
+CUDA_ROOT=/usr/local/cuda-7.5
###################################

CUDA_LIB=$(CUDA_ROOT)/lib64
diff --git a/datasets/bouncing_mnist_valid.pbtxt b/datasets/bouncing_mnist_valid.pbtxt
index b157a1e..18bb90d 100644
--- a/datasets/bouncing_mnist_valid.pbtxt
+++ b/datasets/bouncing_mnist_valid.pbtxt
@@ -1,5 +1,5 @@
dataset_type: VIDEO_PATCH
-data_file: "/ais/gobi3/u/emansim/unsupervised-videos/bouncing_mnist_test.npy"
+data_file: "/media/envy/data1t/dataset/bouncing_mnist_test.npy"
num_frames: 20
batch_size: 80
image_size: 64
diff --git a/models/lstm_combo_1layer_mnist.pbtxt b/models/lstm_combo_1layer_mnist.pbtxt
index 30920d2..c25cc55 100644
--- a/models/lstm_combo_1layer_mnist.pbtxt
+++ b/models/lstm_combo_1layer_mnist.pbtxt
@@ -12,9 +12,9 @@ future_conditional: true
binary_data: true
lstm {
name: "lstm_1_enc"

• num_hid: 2048
• num_hid: 512
  has_input: true
• input_dims: 4096
• input_dims: 1028
  w_dense {
  init_type: UNIFORM
  scale: 0.01
  @@ -58,11 +58,11 @@ lstm {

lstm_dec {
name: "lstm_1_dec"

• num_hid: 2048
• num_hid: 512
  has_output: true
  :