Advances, Systems and Applications
Key | Description | |
---|---|---|
Log [resource] | vcpu | the number of vCPUs allocated to the VM |
vmemory | the memory size allocated to the VM | |
Log [environment condition] | host_mem_usage | the memory usage of the host |
host_vCPU_usage | the CPU usage of the host | |
Log [workload] | image_pixels | the horizontal and vertical pixels of the input image |
convlayer_num | the number of convolution layers | |
conv1_neurons | the number of neurons in the first convolution layer | |
.... | .... | |
Conv20_neurons | the number of neurons in the 20th convolution layer | |
denselayer_num | the number of dense layers | |
dense1_neurons | the number of neurons in the 1 st dense layer | |
.... | .... | |
Dense20_neurons | the number of neurons in the 20th dense layer | |
conv_activation | the activation function of the convolution layers | |
dense_activation | the activation function of the dense layers | |
Log [performance] | excutime | the average training time |