nohup: ignoring input The dataframe X: ent1 rel ent2 0 6 17 1973 1 9 17 183 2 9 19 3275 3 9 19 9511 4 9 19 10002 Changing the edge structure from (synset -> synset) to (word -> word) Count of unseen edges = 425432 Count of seen edges = 3787 Size of total dataset = 429219 2021-10-10 08:50:32.478280: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA 2021-10-10 08:50:32.506670: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099990000 Hz 2021-10-10 08:50:32.508586: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5631f995cf60 initialized for platform Host (this does not guarantee that XLA will be used). Devices: 2021-10-10 08:50:32.508633: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version 2021-10-10 08:50:32.513549: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcuda.so.1 2021-10-10 08:50:32.849243: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5631f97c9960 initialized for platform CUDA (this does not guarantee that XLA will be used). Devices: 2021-10-10 08:50:32.849299: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): NVIDIA GeForce GTX 1080 Ti, Compute Capability 6.1 2021-10-10 08:50:32.851991: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1639] Found device 0 with properties: name: NVIDIA GeForce GTX 1080 Ti major: 6 minor: 1 memoryClockRate(GHz): 1.62 pciBusID: 0000:09:00.0 2021-10-10 08:50:32.852550: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.0 2021-10-10 08:50:32.855241: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10.0 2021-10-10 08:50:32.857562: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcufft.so.10.0 2021-10-10 08:50:32.858300: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcurand.so.10.0 2021-10-10 08:50:32.862229: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusolver.so.10.0 2021-10-10 08:50:32.863696: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusparse.so.10.0 2021-10-10 08:50:32.867361: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7 2021-10-10 08:50:32.870425: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1767] Adding visible gpu devices: 0 2021-10-10 08:50:32.870481: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.0 2021-10-10 08:50:32.872025: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1180] Device interconnect StreamExecutor with strength 1 edge matrix: 2021-10-10 08:50:32.872041: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1186] 0 2021-10-10 08:50:32.872048: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1199] 0: N 2021-10-10 08:50:32.874726: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1325] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10487 MB memory) -> physical GPU (device: 0, name: NVIDIA GeForce GTX 1080 Ti, pci bus id: 0000:09:00.0, compute capability: 6.1) 2021-10-10 08:51:36.984486: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1639] Found device 0 with properties: name: NVIDIA GeForce GTX 1080 Ti major: 6 minor: 1 memoryClockRate(GHz): 1.62 pciBusID: 0000:09:00.0 2021-10-10 08:51:36.984644: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.0 2021-10-10 08:51:36.984672: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10.0 2021-10-10 08:51:36.984695: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcufft.so.10.0 2021-10-10 08:51:36.984731: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcurand.so.10.0 2021-10-10 08:51:36.984752: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusolver.so.10.0 2021-10-10 08:51:36.984772: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusparse.so.10.0 2021-10-10 08:51:36.984794: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7 2021-10-10 08:51:36.987391: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1767] Adding visible gpu devices: 0 2021-10-10 08:51:36.987434: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1180] Device interconnect StreamExecutor with strength 1 edge matrix: 2021-10-10 08:51:36.987443: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1186] 0 2021-10-10 08:51:36.987449: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1199] 0: N 2021-10-10 08:51:36.990066: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1325] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10487 MB memory) -> physical GPU (device: 0, name: NVIDIA GeForce GTX 1080 Ti, pci bus id: 0000:09:00.0, compute capability: 6.1) ####Completed 0th iteration!#### Results: Test mrr = 0.04708208267448819 Test hits_at_1 score = 0.021714818266542403 Test hits_at_3 score = 0.03974836905871389 Test hits_at_10 score = 0.08876980428704567 2021-10-10 08:52:49.898889: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1639] Found device 0 with properties: name: NVIDIA GeForce GTX 1080 Ti major: 6 minor: 1 memoryClockRate(GHz): 1.62 pciBusID: 0000:09:00.0 2021-10-10 08:52:49.899042: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.0 2021-10-10 08:52:49.899078: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10.0 2021-10-10 08:52:49.899106: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcufft.so.10.0 2021-10-10 08:52:49.899135: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcurand.so.10.0 2021-10-10 08:52:49.899162: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusolver.so.10.0 2021-10-10 08:52:49.899189: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusparse.so.10.0 2021-10-10 08:52:49.899218: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7 2021-10-10 08:52:49.902362: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1767] Adding visible gpu devices: 0 2021-10-10 08:52:49.902423: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1180] Device interconnect StreamExecutor with strength 1 edge matrix: 2021-10-10 08:52:49.902435: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1186] 0 2021-10-10 08:52:49.902443: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1199] 0: N 2021-10-10 08:52:49.905527: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1325] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10487 MB memory) -> physical GPU (device: 0, name: NVIDIA GeForce GTX 1080 Ti, pci bus id: 0000:09:00.0, compute capability: 6.1) Stacked final scores df shape = (21460, 3) ###Iteration 0 completed!### triple score prob 6588 নামে NULL নামে 37.444866 1.0 16836 বিচারক NULL বিচারক 33.731827 1.0 5403 প্লাস NULL প্লাস 33.391636 1.0 12557 প্রতিফলন NULL প্রতিফলন 33.312286 1.0 665 অসম্ভব NULL অসম্ভব 32.643593 1.0