Characteristic Time with Details#

%load_ext autoreload
%autoreload 2
import sys
sys.path.append('../../src')
from m3_learning.RHEED.Packed_functions import visualize_characteristic_time, violinplot_characteristic_time
2023-06-08 13:26:05.087074: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
2023-06-08 13:26:05.643315: W tensorflow/compiler/xla/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer.so.7'; dlerror: libnvinfer.so.7: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /home/ferroelectric/micromamba/envs/m3-RHEED/lib/python3.10/site-packages/cv2/../../lib64:/home/ferroelectric/micromamba/envs/m3-RHEED/lib/python3.10/site-packages/cv2/../../lib64:
2023-06-08 13:26:05.643374: W tensorflow/compiler/xla/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer_plugin.so.7'; dlerror: libnvinfer_plugin.so.7: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /home/ferroelectric/micromamba/envs/m3-RHEED/lib/python3.10/site-packages/cv2/../../lib64:/home/ferroelectric/micromamba/envs/m3-RHEED/lib/python3.10/site-packages/cv2/../../lib64:
2023-06-08 13:26:05.643379: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Cannot dlopen some TensorRT libraries. If you would like to use Nvidia GPU with TensorRT, please make sure the missing libraries mentioned above are installed properly.
visualize_characteristic_time()
../../_images/8302f7b63ecca5c9efec8f0da255d4254ae5cc087d2609361074f4e6ea43a504.png
violinplot_characteristic_time()
../../_images/74c9c7227ed490f3c671a1a6896ed48699f51d09924b07d67eab9e72ee8f95af.png