@QuantScientist  Sure. Here are my outputs:
##############################################
##########01 PyCUDA verify CUDA 8.0.ipynb########
1 device(s) found.
Device #0: GeForce GTX 1080 Ti
Compute Capability: 6.1
Total Memory: 11440512 KB
ASYNC_ENGINE_COUNT: 2
CAN_MAP_HOST_MEMORY: 1
CLOCK_RATE: 1582000
COMPUTE_CAPABILITY_MAJOR: 6
COMPUTE_CAPABILITY_MINOR: 1
COMPUTE_MODE: DEFAULT
CONCURRENT_KERNELS: 1
ECC_ENABLED: 0
GLOBAL_L1_CACHE_SUPPORTED: 1
GLOBAL_MEMORY_BUS_WIDTH: 352
GPU_OVERLAP: 1
INTEGRATED: 0
KERNEL_EXEC_TIMEOUT: 1
L2_CACHE_SIZE: 2883584
LOCAL_L1_CACHE_SUPPORTED: 1
MANAGED_MEMORY: 1
MAXIMUM_SURFACE1D_LAYERED_LAYERS: 2048
MAXIMUM_SURFACE1D_LAYERED_WIDTH: 32768
MAXIMUM_SURFACE1D_WIDTH: 32768
MAXIMUM_SURFACE2D_HEIGHT: 65536
MAXIMUM_SURFACE2D_LAYERED_HEIGHT: 32768
MAXIMUM_SURFACE2D_LAYERED_LAYERS: 2048
MAXIMUM_SURFACE2D_LAYERED_WIDTH: 32768
MAXIMUM_SURFACE2D_WIDTH: 131072
MAXIMUM_SURFACE3D_DEPTH: 16384
MAXIMUM_SURFACE3D_HEIGHT: 16384
MAXIMUM_SURFACE3D_WIDTH: 16384
MAXIMUM_SURFACECUBEMAP_LAYERED_LAYERS: 2046
MAXIMUM_SURFACECUBEMAP_LAYERED_WIDTH: 32768
MAXIMUM_SURFACECUBEMAP_WIDTH: 32768
MAXIMUM_TEXTURE1D_LAYERED_LAYERS: 2048
MAXIMUM_TEXTURE1D_LAYERED_WIDTH: 32768
MAXIMUM_TEXTURE1D_LINEAR_WIDTH: 134217728
MAXIMUM_TEXTURE1D_MIPMAPPED_WIDTH: 16384
MAXIMUM_TEXTURE1D_WIDTH: 131072
MAXIMUM_TEXTURE2D_ARRAY_HEIGHT: 32768
MAXIMUM_TEXTURE2D_ARRAY_NUMSLICES: 2048
MAXIMUM_TEXTURE2D_ARRAY_WIDTH: 32768
MAXIMUM_TEXTURE2D_GATHER_HEIGHT: 32768
MAXIMUM_TEXTURE2D_GATHER_WIDTH: 32768
MAXIMUM_TEXTURE2D_HEIGHT: 65536
MAXIMUM_TEXTURE2D_LINEAR_HEIGHT: 65000
MAXIMUM_TEXTURE2D_LINEAR_PITCH: 2097120
MAXIMUM_TEXTURE2D_LINEAR_WIDTH: 131072
MAXIMUM_TEXTURE2D_MIPMAPPED_HEIGHT: 32768
MAXIMUM_TEXTURE2D_MIPMAPPED_WIDTH: 32768
MAXIMUM_TEXTURE2D_WIDTH: 131072
MAXIMUM_TEXTURE3D_DEPTH: 16384
MAXIMUM_TEXTURE3D_DEPTH_ALTERNATE: 32768
MAXIMUM_TEXTURE3D_HEIGHT: 16384
MAXIMUM_TEXTURE3D_HEIGHT_ALTERNATE: 8192
MAXIMUM_TEXTURE3D_WIDTH: 16384
MAXIMUM_TEXTURE3D_WIDTH_ALTERNATE: 8192
MAXIMUM_TEXTURECUBEMAP_LAYERED_LAYERS: 2046
MAXIMUM_TEXTURECUBEMAP_LAYERED_WIDTH: 32768
MAXIMUM_TEXTURECUBEMAP_WIDTH: 32768
MAX_BLOCK_DIM_X: 1024
MAX_BLOCK_DIM_Y: 1024
MAX_BLOCK_DIM_Z: 64
MAX_GRID_DIM_X: 2147483647
MAX_GRID_DIM_Y: 65535
MAX_GRID_DIM_Z: 65535
MAX_PITCH: 2147483647
MAX_REGISTERS_PER_BLOCK: 65536
MAX_REGISTERS_PER_MULTIPROCESSOR: 65536
MAX_SHARED_MEMORY_PER_BLOCK: 49152
MAX_SHARED_MEMORY_PER_MULTIPROCESSOR: 98304
MAX_THREADS_PER_BLOCK: 1024
MAX_THREADS_PER_MULTIPROCESSOR: 2048
MEMORY_CLOCK_RATE: 5505000
MULTIPROCESSOR_COUNT: 28
MULTI_GPU_BOARD: 0
MULTI_GPU_BOARD_GROUP_ID: 0
PCI_BUS_ID: 1
PCI_DEVICE_ID: 0
PCI_DOMAIN_ID: 0
STREAM_PRIORITIES_SUPPORTED: 1
SURFACE_ALIGNMENT: 512
TCC_DRIVER: 0
TEXTURE_ALIGNMENT: 512
TEXTURE_PITCH_ALIGNMENT: 32
TOTAL_CONSTANT_MEMORY: 65536
UNIFIED_ADDRESSING: 1
WARP_SIZE: 32
##############################################
Global memory occupancy:98.000000% free
===Attributes for device 0
MAX_THREADS_PER_BLOCK:1024
MAX_BLOCK_DIM_X:1024
MAX_BLOCK_DIM_Y:1024
MAX_BLOCK_DIM_Z:64
MAX_GRID_DIM_X:2147483647
MAX_GRID_DIM_Y:65535
MAX_GRID_DIM_Z:65535
MAX_SHARED_MEMORY_PER_BLOCK:49152
TOTAL_CONSTANT_MEMORY:65536
WARP_SIZE:32
MAX_PITCH:2147483647
MAX_REGISTERS_PER_BLOCK:65536
CLOCK_RATE:1582000
TEXTURE_ALIGNMENT:512
GPU_OVERLAP:1
MULTIPROCESSOR_COUNT:28
KERNEL_EXEC_TIMEOUT:1
INTEGRATED:0
CAN_MAP_HOST_MEMORY:1
COMPUTE_MODE:DEFAULT
MAXIMUM_TEXTURE1D_WIDTH:131072
MAXIMUM_TEXTURE2D_WIDTH:131072
MAXIMUM_TEXTURE2D_HEIGHT:65536
MAXIMUM_TEXTURE3D_WIDTH:16384
MAXIMUM_TEXTURE3D_HEIGHT:16384
MAXIMUM_TEXTURE3D_DEPTH:16384
MAXIMUM_TEXTURE2D_ARRAY_WIDTH:32768
MAXIMUM_TEXTURE2D_ARRAY_HEIGHT:32768
MAXIMUM_TEXTURE2D_ARRAY_NUMSLICES:2048
SURFACE_ALIGNMENT:512
CONCURRENT_KERNELS:1
ECC_ENABLED:0
PCI_BUS_ID:1
PCI_DEVICE_ID:0
TCC_DRIVER:0
MEMORY_CLOCK_RATE:5505000
GLOBAL_MEMORY_BUS_WIDTH:352
L2_CACHE_SIZE:2883584
MAX_THREADS_PER_MULTIPROCESSOR:2048
ASYNC_ENGINE_COUNT:2
UNIFIED_ADDRESSING:1
MAXIMUM_TEXTURE1D_LAYERED_WIDTH:32768
MAXIMUM_TEXTURE1D_LAYERED_LAYERS:2048
MAXIMUM_TEXTURE2D_GATHER_WIDTH:32768
MAXIMUM_TEXTURE2D_GATHER_HEIGHT:32768
MAXIMUM_TEXTURE3D_WIDTH_ALTERNATE:8192
MAXIMUM_TEXTURE3D_HEIGHT_ALTERNATE:8192
MAXIMUM_TEXTURE3D_DEPTH_ALTERNATE:32768
PCI_DOMAIN_ID:0
TEXTURE_PITCH_ALIGNMENT:32
MAXIMUM_TEXTURECUBEMAP_WIDTH:32768
MAXIMUM_TEXTURECUBEMAP_LAYERED_WIDTH:32768
MAXIMUM_TEXTURECUBEMAP_LAYERED_LAYERS:2046
MAXIMUM_SURFACE1D_WIDTH:32768
MAXIMUM_SURFACE2D_WIDTH:131072
MAXIMUM_SURFACE2D_HEIGHT:65536
MAXIMUM_SURFACE3D_WIDTH:16384
MAXIMUM_SURFACE3D_HEIGHT:16384
MAXIMUM_SURFACE3D_DEPTH:16384
MAXIMUM_SURFACE1D_LAYERED_WIDTH:32768
MAXIMUM_SURFACE1D_LAYERED_LAYERS:2048
MAXIMUM_SURFACE2D_LAYERED_WIDTH:32768
MAXIMUM_SURFACE2D_LAYERED_HEIGHT:32768
MAXIMUM_SURFACE2D_LAYERED_LAYERS:2048
MAXIMUM_SURFACECUBEMAP_WIDTH:32768
MAXIMUM_SURFACECUBEMAP_LAYERED_WIDTH:32768
MAXIMUM_SURFACECUBEMAP_LAYERED_LAYERS:2046
MAXIMUM_TEXTURE1D_LINEAR_WIDTH:134217728
MAXIMUM_TEXTURE2D_LINEAR_WIDTH:131072
MAXIMUM_TEXTURE2D_LINEAR_HEIGHT:65000
MAXIMUM_TEXTURE2D_LINEAR_PITCH:2097120
MAXIMUM_TEXTURE2D_MIPMAPPED_WIDTH:32768
MAXIMUM_TEXTURE2D_MIPMAPPED_HEIGHT:32768
COMPUTE_CAPABILITY_MAJOR:6
COMPUTE_CAPABILITY_MINOR:1
MAXIMUM_TEXTURE1D_MIPMAPPED_WIDTH:16384
STREAM_PRIORITIES_SUPPORTED:1
GLOBAL_L1_CACHE_SUPPORTED:1
LOCAL_L1_CACHE_SUPPORTED:1
MAX_SHARED_MEMORY_PER_MULTIPROCESSOR:98304
MAX_REGISTERS_PER_MULTIPROCESSOR:65536
MANAGED_MEMORY:1
MULTI_GPU_BOARD:0
MULTI_GPU_BOARD_GROUP_ID:0
##############################################
##############################################
#########01 PyTorch GPU support test.ipynb#########
__Python VERSION:’, ‘2.7.12 (default, Nov 19 2016, 06:48:10) \n[GCC 5.4.0 20160609]
__pyTorch VERSION:’, ‘0.1.12_2
__CUDA VERSION
nvcc: NVIDIA ® Cuda compiler driver
Copyright © 2005-2017 NVIDIA Corporation
Built on Fri_Sep__1_21:08:03_CDT_2017
Cuda compilation tools, release 9.0, V9.0.176
__CUDNN VERSION:’, 6021
__Number CUDA Devices:’, 1L
Active CUDA Device: GPU’, 0L
Available devices ', 1L
Current cuda device ', 0L
##############################################
1 device(s) found.
(0, ‘GeForce GTX 1080 Ti’)
##############################################
True
<class ‘pycuda.gpuarray.GPUArray’>
##############################################