nohup: ignoring input
Changing the edge structure from (synset -> synset) to (word -> word)
Number of edges with words as nodes = 388301
Training set =  (368301, 3)
Test set =  (20000, 3)
HolE Model:
Model restored
2021-10-14 17:05:48.658008: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
2021-10-14 17:05:48.686541: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099990000 Hz
2021-10-14 17:05:48.688098: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55cadbb45540 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
2021-10-14 17:05:48.688127: I tensorflow/compiler/xla/service/service.cc:176]   StreamExecutor device (0): Host, Default Version
2021-10-14 17:05:48.691328: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcuda.so.1
2021-10-14 17:05:48.970853: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55cad8395c40 initialized for platform CUDA (this does not guarantee that XLA will be used). Devices:
2021-10-14 17:05:48.970919: I tensorflow/compiler/xla/service/service.cc:176]   StreamExecutor device (0): NVIDIA GeForce RTX 2080 Ti, Compute Capability 7.5
2021-10-14 17:05:48.973258: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1639] Found device 0 with properties: 
name: NVIDIA GeForce RTX 2080 Ti major: 7 minor: 5 memoryClockRate(GHz): 1.545
pciBusID: 0000:04:00.0
2021-10-14 17:05:48.973787: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.0
2021-10-14 17:05:48.976469: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10.0
2021-10-14 17:05:48.978584: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcufft.so.10.0
2021-10-14 17:05:48.979135: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcurand.so.10.0
2021-10-14 17:05:48.981822: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusolver.so.10.0
2021-10-14 17:05:48.983842: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusparse.so.10.0
2021-10-14 17:05:48.988697: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7
2021-10-14 17:05:48.991239: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1767] Adding visible gpu devices: 0
2021-10-14 17:05:48.991288: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.0
2021-10-14 17:05:48.992677: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1180] Device interconnect StreamExecutor with strength 1 edge matrix:
2021-10-14 17:05:48.992692: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1186]      0 
2021-10-14 17:05:48.992700: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1199] 0:   N 
2021-10-14 17:05:48.995233: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1325] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10321 MB memory) -> physical GPU (device: 0, name: NVIDIA GeForce RTX 2080 Ti, pci bus id: 0000:04:00.0, compute capability: 7.5)
Results:
Test mrr = 0.6042745800257157
Test hits_at_1 score = 0.50345
Test hits_at_3 score = 0.652375
Test hits_at_10 score = 0.818525
2021-10-14 17:08:30.333817: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1639] Found device 0 with properties: 
name: NVIDIA GeForce RTX 2080 Ti major: 7 minor: 5 memoryClockRate(GHz): 1.545
pciBusID: 0000:04:00.0
2021-10-14 17:08:30.333969: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.0
2021-10-14 17:08:30.334004: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10.0
2021-10-14 17:08:30.334034: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcufft.so.10.0
2021-10-14 17:08:30.334080: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcurand.so.10.0
2021-10-14 17:08:30.334107: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusolver.so.10.0
2021-10-14 17:08:30.334134: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusparse.so.10.0
2021-10-14 17:08:30.334161: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7
2021-10-14 17:08:30.337107: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1767] Adding visible gpu devices: 0
2021-10-14 17:08:30.337157: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1180] Device interconnect StreamExecutor with strength 1 edge matrix:
2021-10-14 17:08:30.337169: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1186]      0 
2021-10-14 17:08:30.337178: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1199] 0:   N 
2021-10-14 17:08:30.340169: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1325] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10321 MB memory) -> physical GPU (device: 0, name: NVIDIA GeForce RTX 2080 Ti, pci bus id: 0000:04:00.0, compute capability: 7.5)
Stacked final scores df shape = (20000, 3)
###Iteration 0 completed!###
Total test size = 20000
No. of triples predicted to have positive scores with HolE = 20000
HolE: