Created
September 19, 2016 16:32
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anderhaf@pinje:/repos/FunWithTensorflow$ time python functionApproximation.py 10 --plot | |
I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcublas.so locally | |
I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcudnn.so locally | |
I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcufft.so locally | |
I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcuda.so.1 locally | |
I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcurand.so locally | |
I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:925] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero | |
I tensorflow/core/common_runtime/gpu/gpu_init.cc:102] Found device 0 with properties: | |
name: GeForce GTX TITAN | |
major: 3 minor: 5 memoryClockRate (GHz) 0.8755 | |
pciBusID 0000:02:00.0 | |
Total memory: 6.00GiB | |
Free memory: 5.12GiB | |
W tensorflow/stream_executor/cuda/cuda_driver.cc:572] creating context when one is currently active; existing: 0x2b34660 | |
I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:925] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero | |
I tensorflow/core/common_runtime/gpu/gpu_init.cc:102] Found device 1 with properties: | |
name: GeForce GTX TITAN | |
major: 3 minor: 5 memoryClockRate (GHz) 0.8755 | |
pciBusID 0000:03:00.0 | |
Total memory: 6.00GiB | |
Free memory: 5.92GiB | |
I tensorflow/core/common_runtime/gpu/gpu_init.cc:126] DMA: 0 1 | |
I tensorflow/core/common_runtime/gpu/gpu_init.cc:136] 0: Y Y | |
I tensorflow/core/common_runtime/gpu/gpu_init.cc:136] 1: Y Y | |
I tensorflow/core/common_runtime/gpu/gpu_device.cc:838] Creating TensorFlow device (/gpu:0) -> (device: 0, name: GeForce GTX TITAN, pci bus id: 0000:02:00.0) | |
I tensorflow/core/common_runtime/gpu/gpu_device.cc:838] Creating TensorFlow device (/gpu:1) -> (device: 1, name: GeForce GTX TITAN, pci bus id: 0000:03:00.0) | |
Running for: 10 epochs | |
Epoch #: 1 epoch loss/size: 6.66207 test set loss/size: 3.44686 | |
Epoch #: 2 epoch loss/size: 2.02595 test set loss/size: 1.11422 | |
Epoch #: 3 epoch loss/size: 0.747645 test set loss/size: 0.498462 | |
Epoch #: 4 epoch loss/size: 0.375583 test set loss/size: 0.285896 | |
Epoch #: 5 epoch loss/size: 0.239048 test set loss/size: 0.204942 | |
Epoch #: 6 epoch loss/size: 0.187156 test set loss/size: 0.174609 | |
Epoch #: 7 epoch loss/size: 0.168128 test set loss/size: 0.163866 | |
Epoch #: 8 epoch loss/size: 0.161572 test set loss/size: 0.160295 | |
Epoch #: 9 epoch loss/size: 0.159416 test set loss/size: 0.159102 | |
Epoch #: 10 epoch loss/size: 0.158628 test set loss/size: 0.15856 | |
Plotting function and approximation error. | |
Traceback (most recent call last): | |
File "functionApproximation.py", line 263, in <module> | |
plt.figure(1) | |
File "/usr/lib/python2.7/dist-packages/matplotlib/pyplot.py", line 527, in figure | |
**kwargs) | |
File "/usr/lib/python2.7/dist-packages/matplotlib/backends/backend_tkagg.py", line 84, in new_figure_manager | |
return new_figure_manager_given_figure(num, figure) | |
File "/usr/lib/python2.7/dist-packages/matplotlib/backends/backend_tkagg.py", line 92, in new_figure_manager_given_figure | |
window = Tk.Tk() | |
File "/usr/lib/python2.7/lib-tk/Tkinter.py", line 1818, in __init__ | |
self.tk = _tkinter.create(screenName, baseName, className, interactive, wantobjects, useTk, sync, use) | |
_tkinter.TclError: no display name and no $DISPLAY environment variable | |
real 0m21.593s | |
user 0m18.068s | |
sys 0m5.206s |
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