Visual Studio Code에서 SSH 접속후, Tensorflow 코드를 실행하면 다르게 동작하네요.
mobaXterm으로 SSH 접속하여 Tensorflow 코드를 실행한 경우와 실행결과가 다릅니다.
성능에 영향을 주는지까지는 확인못해봤습니다.
2021. 12. 27 최초작성
Visual Studio Code에서 SSH 접속한 경우 로그
Epoch 1/50
2021-12-26 17:12:17.853050: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcudnn.so.8
2021-12-26 17:12:18.189479: I tensorflow/stream_executor/cuda/cuda_dnn.cc:359] Loaded cuDNN version 8100
2021-12-26 17:12:18.568483: E tensorflow/core/platform/default/subprocess.cc:304] Start cannot spawn child process: No such file or directory
2021-12-26 17:12:18.568512: W tensorflow/stream_executor/gpu/asm_compiler.cc:56] Couldn't invoke ptxas --version
2021-12-26 17:12:18.569303: E tensorflow/core/platform/default/subprocess.cc:304] Start cannot spawn child process: No such file or directory
2021-12-26 17:12:18.569343: W tensorflow/stream_executor/gpu/redzone_allocator.cc:314] Internal: Failed to launch ptxas
Relying on driver to perform ptx compilation.
Modify $PATH to customize ptxas location.
This message will be only logged once.
2021-12-26 17:12:18.572091: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcublas.so.11
2021-12-26 17:12:18.886180: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcublasLt.so.11
1493/Unknown - 47s 30ms/step - loss: 1.2070
mobaXterm으로 SSH 접속한 경우 로그
Epoch 1/50
2021-12-26 17:14:08.780112: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcudnn.so.8
2021-12-26 17:14:09.112464: I tensorflow/stream_executor/cuda/cuda_dnn.cc:359] Loaded cuDNN version 8100
2021-12-26 17:14:09.526522: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcublas.so.11
2021-12-26 17:14:09.841364: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcublasLt.so.11
496/Unknown - 18s 29ms/step - loss: 1.8774