[Issue]: migraphx for rocm-6.4.3 no python 3.10 support #4272
Description
Problem Description
I was having some issues relating to rocm-6.4.2 (I don't precisely recall what) so elected to move up to rocm-6.4.3. There's limited python packages (link) for torch etc with most available for python 3.10 so went with that.
Testing migraphx I encountered an issue with the 'torch_migraphx' library which is summed up in ROCm/torch_migraphx#244
tl;dr: No version string and then the AttributeError "module 'migraphx' has no attribute 'shape'"
After some poking at it, I discovered that there appears to be no Python-3.10 support in the migraphx package.
I manually rebuilt migraphx with python-3.10 support (via cmake) and all appears to be working again. I did not have to rebuild the torch_migraphx wheel as the issue was in migraphx. Once I installed the new version of migraphx everything was fine again.
With rocm-7 imminent this may not be worth fixing, but OTOH, 6.4.3 I'm guessing is the final 6.X release so it should be fixed for those wishing to stay on rocm-6.
Note migraphx was originally installed by the rocm-6.4.3 Ubuntu repository.
Linux info:
NAME="Ubuntu"
VERSION=""
model name :
$ /opt/rocm/bin/rocminfo | grep -E "^\s*(Name|Marketing Name)";
Name: AMD Ryzen 7 8845HS w/ Radeon 780M Graphics
Marketing Name: AMD Ryzen 7 8845HS w/ Radeon 780M Graphics
Name: gfx1103
Marketing Name: AMD Radeon Graphics
Name: amdgcn-amd-amdhsa--gfx1103
Name: amdgcn-amd-amdhsa--gfx11-generic
Operating System
Ubuntu 24.04.3 LTS (Noble Numbat)
CPU
AMD Ryzen 7 8845HS w/ Radeon 780M Graphics
GPU
Other
Other
AMD Ryzen 7 8845HS w/ Radeon 780M Graphics
ROCm Version
ROCm 6.0.0
Steps to Reproduce
No response
(Optional for Linux users) Output of /opt/rocm/bin/rocminfo --support
$ /opt/rocm/bin/rocminfo --support
ROCk module is loaded
HSA System Attributes
Runtime Version: 1.15
Runtime Ext Version: 1.7
System Timestamp Freq.: 1000.000000MHz
Sig. Max Wait Duration: 18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count)
Machine Model: LARGE
System Endianness: LITTLE
Mwaitx: DISABLED
XNACK enabled: NO
DMAbuf Support: YES
VMM Support: NO
==========
HSA Agents
Agent 1
Name: AMD Ryzen 7 8845HS w/ Radeon 780M Graphics
Uuid: CPU-XX
Marketing Name: AMD Ryzen 7 8845HS w/ Radeon 780M Graphics
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: 32768(0x8000) KB
Chip ID: 0(0x0)
ASIC Revision: 0(0x0)
Cacheline Size: 64(0x40)
Max Clock Freq. (MHz): 5137
BDFID: 0
Internal Node ID: 0
Compute Unit: 16
SIMDs per CU: 0
Shader Engines: 0
Shader Arrs. per Eng.: 0
WatchPts on Addr. Ranges:1
Memory Properties:
Features: None
Pool Info:
Pool 1
Segment: GLOBAL; FLAGS: FINE GRAINED
Size: 30572768(0x1d280e0) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:4KB
Alloc Alignment: 4KB
Accessible by all: TRUE
Pool 2
Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED
Size: 30572768(0x1d280e0) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:4KB
Alloc Alignment: 4KB
Accessible by all: TRUE
Pool 3
Segment: GLOBAL; FLAGS: KERNARG, FINE GRAINED
Size: 30572768(0x1d280e0) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:4KB
Alloc Alignment: 4KB
Accessible by all: TRUE
Pool 4
Segment: GLOBAL; FLAGS: COARSE GRAINED
Size: 30572768(0x1d280e0) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:4KB
Alloc Alignment: 4KB
Accessible by all: TRUE
ISA Info:
Agent 2
Name: gfx1103
Uuid: GPU-XX
Marketing Name: AMD Radeon Graphics
Vendor Name: AMD
Feature: KERNEL_DISPATCH
Profile: BASE_PROFILE
Float Round Mode: NEAR
Max Queue Number: 128(0x80)
Queue Min Size: 64(0x40)
Queue Max Size: 131072(0x20000)
Queue Type: MULTI
Node: 1
Device Type: GPU
Cache Info:
L1: 32(0x20) KB
L2: 2048(0x800) KB
Chip ID: 6400(0x1900)
ASIC Revision: 12(0xc)
Cacheline Size: 64(0x40)
Max Clock Freq. (MHz): 2700
BDFID: 50432
Internal Node ID: 1
Compute Unit: 12
SIMDs per CU: 2
Shader Engines: 1
Shader Arrs. per Eng.: 2
WatchPts on Addr. Ranges:4
Coherent Host Access: FALSE
Memory Properties: APU
Features: KERNEL_DISPATCH
Fast F16 Operation: TRUE
Wavefront Size: 32(0x20)
Workgroup Max Size: 1024(0x400)
Workgroup Max Size per Dimension:
x 1024(0x400)
y 1024(0x400)
z 1024(0x400)
Max Waves Per CU: 32(0x20)
Max Work-item Per CU: 1024(0x400)
Grid Max Size: 4294967295(0xffffffff)
Grid Max Size per Dimension:
x 4294967295(0xffffffff)
y 4294967295(0xffffffff)
z 4294967295(0xffffffff)
Max fbarriers/Workgrp: 32
Packet Processor uCode:: 35
SDMA engine uCode:: 16
IOMMU Support:: None
Pool Info:
Pool 1
Segment: GLOBAL; FLAGS: COARSE GRAINED
Size: 15286384(0xe94070) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:2048KB
Alloc Alignment: 4KB
Accessible by all: FALSE
Pool 2
Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED
Size: 15286384(0xe94070) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:2048KB
Alloc Alignment: 4KB
Accessible by all: FALSE
Pool 3
Segment: GROUP
Size: 64(0x40) KB
Allocatable: FALSE
Alloc Granule: 0KB
Alloc Recommended Granule:0KB
Alloc Alignment: 0KB
Accessible by all: FALSE
ISA Info:
ISA 1
Name: amdgcn-amd-amdhsa--gfx1103
Machine Models: HSA_MACHINE_MODEL_LARGE
Profiles: HSA_PROFILE_BASE
Default Rounding Mode: NEAR
Default Rounding Mode: NEAR
Fast f16: TRUE
Workgroup Max Size: 1024(0x400)
Workgroup Max Size per Dimension:
x 1024(0x400)
y 1024(0x400)
z 1024(0x400)
Grid Max Size: 4294967295(0xffffffff)
Grid Max Size per Dimension:
x 4294967295(0xffffffff)
y 4294967295(0xffffffff)
z 4294967295(0xffffffff)
FBarrier Max Size: 32
ISA 2
Name: amdgcn-amd-amdhsa--gfx11-generic
Machine Models: HSA_MACHINE_MODEL_LARGE
Profiles: HSA_PROFILE_BASE
Default Rounding Mode: NEAR
Default Rounding Mode: NEAR
Fast f16: TRUE
Workgroup Max Size: 1024(0x400)
Workgroup Max Size per Dimension:
x 1024(0x400)
y 1024(0x400)
z 1024(0x400)
Grid Max Size: 4294967295(0xffffffff)
Grid Max Size per Dimension:
x 4294967295(0xffffffff)
y 4294967295(0xffffffff)
z 4294967295(0xffffffff)
FBarrier Max Size: 32
*** Done ***
Additional Information
No response