Hi PyTorch community,
I have been encountering difficulty trying to use PyTorch with ROCm 4.0 when venturing to using cuda instead of the cpu as a device. ROCm and OpenCL have been installed with both rocminfo and clinfo detecting the integrated graphics card. The output is included below. Also hipcc is installed and I just can’t seem to find the problem. Thank you in advance.
rocminfo output:
ROCk module is loaded
Able to open /dev/kfd read-write
HSA System Attributes
Runtime Version:         1.1
System Timestamp Freq.:  1000.000000MHz
Sig. Max Wait Duration:  18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count)
Machine Model:           LARGE
System Endianness:       LITTLE
==========
HSA Agents

Agent 1

Name:                    AMD A6-9225 RADEON R4, 5 COMPUTE CORES 2C+3G
Uuid:                    CPU-XX
Marketing Name:          AMD A6-9225 RADEON R4, 5 COMPUTE CORES 2C+3G
Vendor Name:             CPU
Feature:                 None specified
Profile:                 FULL_PROFILE
Float Round Mode:        NEAR
Max Queue Number:        0(0x0)
Queue Min Size:          0(0x0)
Queue Max Size:          0(0x0)
Queue Type:              MULTI
Node:                    0
Device Type:             CPU
Cache Info:
L1:                      32(0x20) KB
L2:                      1024(0x400) KB
Chip ID:                 0(0x0)
Cacheline Size:          64(0x40)
Max Clock Freq. (MHz):   2600
BDFID:                   0
Internal Node ID:        0
Compute Unit:            2
SIMDs per CU:            4
Shader Engines:          1
Shader Arrs. per Eng.:   0
WatchPts on Addr. Ranges:1
Features:                None
Pool Info:
Pool 1
Segment:                 GLOBAL; FLAGS: KERNARG, FINE GRAINED
Size:                    0(0x0) KB
Allocatable:             TRUE
Alloc Granule:           4KB
Alloc Alignment:         4KB
Accessible by all:       TRUE
Pool 2
Segment:                 GLOBAL; FLAGS: COARSE GRAINED
Size:                    0(0x0) KB
Allocatable:             TRUE
Alloc Granule:           4KB
Alloc Alignment:         4KB
Accessible by all:       TRUE
ISA Info:
N/A
*** Done ***
clinfo output:
Number of platforms:				 1
Platform Profile:				 FULL_PROFILE
Platform Version:				 OpenCL 2.1 AMD-APP (3110.6)
Platform Name:				 AMD Accelerated Parallel Processing
Platform Vendor:				 Advanced Micro Devices, Inc.
Platform Extensions:				 cl_khr_icd cl_amd_event_callback cl_amd_offline_devices
Platform Name:				 AMD Accelerated Parallel Processing
Number of devices:				 1
Device Type:					 CL_DEVICE_TYPE_GPU
Vendor ID:					 1002h
Board name:					 AMD Radeon Graphics
Device Topology:				 PCI[ B#0, D#1, F#0 ]
Max compute units:				 3
Max work items dimensions:			 3
Max work items[0]:				 1024
Max work items[1]:				 1024
Max work items[2]:				 1024
Max work group size:				 256
Preferred vector width char:			 4
Preferred vector width short:			 2
Preferred vector width int:			 1
Preferred vector width long:			 1
Preferred vector width float:			 1
Preferred vector width double:		 1
Native vector width char:			 4
Native vector width short:			 2
Native vector width int:			 1
Native vector width long:			 1
Native vector width float:			 1
Native vector width double:			 1
Max clock frequency:				 685Mhz
Address bits:					 64
Max memory allocation:			 1697015398
Image support:				 Yes
Max number of images read arguments:		 128
Max number of images write arguments:		 8
Max image 2D width:				 16384
Max image 2D height:				 16384
Max image 3D width:				 2048
Max image 3D height:				 2048
Max image 3D depth:				 2048
Max samplers within kernel:			 16
Max size of kernel argument:			 1024
Alignment (bits) of base address:		 2048
Minimum alignment (bytes) for any datatype:	 128
Single precision floating point capability
Denorms:					 No
Quiet NaNs:					 Yes
Round to nearest even:			 Yes
Round to zero:				 Yes
Round to +ve and infinity:			 Yes
IEEE754-2008 fused multiply-add:		 Yes
Cache type:					 Read/Write
Cache line size:				 64
Cache size:					 16384
Global memory size:				 2000715776
Constant buffer size:				 1697015398
Max number of constant args:			 8
Local memory type:				 Scratchpad
Local memory size:				 32768
Max pipe arguments:				 0
Max pipe active reservations:			 0
Max pipe packet size:				 0
Max global variable size:			 0
Max global variable preferred total size:	 0
Max read/write image args:			 0
Max on device events:				 0
Queue on device max size:			 0
Max on device queues:				 0
Queue on device preferred size:		 0
SVM capabilities:				
Coarse grain buffer:			 No
Fine grain buffer:				 No
Fine grain system:				 No
Atomics:					 No
Preferred platform atomic alignment:		 0
Preferred global atomic alignment:		 0
Preferred local atomic alignment:		 0
Kernel Preferred work group size multiple:	 64
Error correction support:			 0
Unified memory for Host and Device:		 1
Profiling timer resolution:			 1
Device endianess:				 Little
Available:					 Yes
Compiler available:				 Yes
Execution capabilities:				
Execute OpenCL kernels:			 Yes
Execute native function:			 No
Queue on Host properties:				
Out-of-Order:				 No
Profiling :					 Yes
Queue on Device properties:				
Out-of-Order:				 No
Profiling :					 No
Platform ID:					 0x7fb2e31dde50
Name:						 Stoney
Vendor:					 Advanced Micro Devices, Inc.
Device OpenCL C version:			 OpenCL C 1.2
Driver version:				 3110.6
Profile:					 FULL_PROFILE
Version:					 OpenCL 1.2 AMD-APP (3110.6)
Extensions:					 cl_khr_fp64 cl_amd_fp64 cl_khr_global_int32_base_atomics cl_khr_global_int32_extended_atomics cl_khr_local_int32_base_atomics cl_khr_local_int32_extended_atomics cl_khr_int64_base_atomics cl_khr_int64_extended_atomics cl_khr_3d_image_writes cl_khr_byte_addressable_store cl_khr_fp16 cl_khr_gl_sharing cl_amd_device_attribute_query cl_amd_vec3 cl_amd_printf cl_amd_media_ops cl_amd_media_ops2 cl_amd_popcnt cl_khr_image2d_from_buffer cl_khr_spir cl_khr_gl_event