[Issue]: QwenEdit-2511 Torch fails with ROCm
Author: ProfessionalMisunderstandingCreated Jun 19, 2026Updated Sep 18, 2026
Labelsquestionplatformrocm
Issue Description
12:42:44-264453 INFO Starting SD.Next
12:42:44-267455 INFO Logger: file="D:\sdnext rocm\sdnext\sdnext.log" level=DEBUG host="DESKTOP-KJDNSM" size=83
mode=append
12:42:44-270583 INFO Python: version=3.12.7 platform=Windows bin="D:\sdnext rocm\sdnext\venv\Scripts\python.exe"
venv="D:\sdnext rocm\sdnext\venv"
12:42:44-275542 WARNING Python: path="D:\sdnext rocm\sdnext\venv\Scripts\python.exe" contains spaces which may cause
issues
12:42:44-297467 INFO Platform: arch=AMD64 cpu=AMD64 Family 25 Model 80 Stepping 0, AuthenticAMD system=Windows
release=Windows-10-10.0.19045-SP0 python=3.12.7 locale=('Russian_Russia', '1251')
setuptools=69.5.1 docker=False pip=26.0.1 uv=None
12:42:44-489482 INFO Version: app=sd.next updated=2026-06-18 commit=6dbaa090d branch=master
url=https://github.com/vladmandic/sdnext/tree/master kanvas=main ui=main
12:42:45-221907 TRACE Repository branches: active=master available=['dev', 'feat/ideogram4-lora',
'feat/ltx-lora-and-condition', 'fix/sdnq-svd-dynamic-loop', 'master', 'pages']
12:42:45-850895 INFO Version: app=sd.next latest=2026-06-18T09:53:32Z hash=6dbaa090 branch=master
12:42:45-852947 DEBUG Packages: prefix=venv site=['venv', 'venv\\Lib\\site-packages']
12:42:45-855927 INFO Args: ['--use-rocm', '--theme', 'modern/default']
12:42:45-856927 DEBUG Setting environment tuning
12:42:45-858929 DEBUG Torch allocator: "garbage_collection_threshold:0.80,max_split_size_mb:512"
12:42:45-860930 INFO Torch: verifying installation
12:42:45-862016 DEBUG Torch overrides: cuda=False rocm=True ipex=False directml=False openvino=False zluda=False
sdnext: Unknown command line argument 'rocm\sdnext\venv\Lib\site-packages\_rocm_sdk_core\lib\llvm\bin\offload-arch.exe'. Try: 'D:\sdnext --help'
12:42:46-266752 INFO ROCm: agents=['gfx1031']
12:42:46-268752 INFO ROCm: version=7.2, using agent gfx1031
12:42:46-270754 INFO Python: version=3.12.7 platform=Windows bin="D:\sdnext rocm\sdnext\venv\Scripts\python.exe"
venv="D:\sdnext rocm\sdnext\venv"
12:42:46-273517 WARNING Python: path="D:\sdnext rocm\sdnext\venv\Scripts\python.exe" contains spaces which may cause
issues
12:42:46-273517 INFO ROCm: HSA_OVERRIDE_GFX_VERSION config overridden: device=gfx1031 version=10.3.0
12:43:02-454604 INFO Torch backend: {'version': '2.10.0+rocm7.12.0a20260218', 'type': 'rocm', 'hip': '7.2.0'}
12:43:02-458608 INFO Torch detected: {'gpu': 'AMD Radeon RX 6700 XT', 'vram': 12272, 'arch': '10.3 ', 'cores': 20}
12:43:02-540503 INFO Install: verifying requirements
12:43:02-634307 DEBUG State: cached=True
12:43:02-636309 INFO StartuD: launch=quick
12:43:02-637310 INFO Extensions: disabled=[]
12:43:02-638312 INFO Extensions: path="extensions-builtin" enabled=['sd-extension-chainner',
'sd-extension-system-info', 'sdnext-kanvas', 'sdnext-modernui',
'stable-diffusion-webui-rembg']
12:43:02-643316 INFO Extensions: path="extensions" enabled=[]
12:43:02-647319 DEBUG Extension preload: {'extensions-builtin': 0.0, 'extensions': 0.0}
12:43:02-649030 INFO Installer time: total=18.94 torch=16.60 latest=1.55 version=0.19 base=0.18 git=0.10
12:43:02-652031 INFO Command line args: ['--use-rocm', '--theme', 'modern/default']
12:43:02-654032 INFO Command line parsed: use_rocm=True theme=modern/default args=[]
12:43:02-656034 DEBUG Flags: sd=[] ld=[]
12:43:02-659037 DEBUG Starting module: <module 'webui' from 'D:\\sdnext rocm\\sdnext\\webui.py'>
12:43:02-662040 DEBUG Initializing: libraries
12:43:03-859677 WARNING Loader: torch is not built with distributed support
12:43:12-896481 INFO Torch: torch==2.10.0+rocm7.12.0a20260218 torchvision==0.25.0+rocm7.12.0a20260218
12:43:12-896481 INFO Packages: diffusers==0.39.0.dev0 transformers==5.13.0.dev0 accelerate==1.14.0 gradio==3.43.2
pydantic==2.13.4 numpy==2.1.2 cv2==4.13.0
12:43:12-912102 DEBUG Initializing: shared module
12:43:13-016630 DEBUG Initializing: pipelines
12:43:13-990169 DEBUG State initialized: id=2017310389792
12:43:14-069349 DEBUG ROCm: agents=[<modules.rocm.Agent object at 0x000001D5DE41CD40>]
12:43:14-069349 DEBUG ROCm: selected=[<modules.rocm.Agent object at 0x000001D5DE41CD40>]
12:43:14-069349 WARNING ROCm: hipBLASLt unavailable agent=gfx1031
12:43:14-261265 DEBUG Initializing: default modes
12:43:14-262942 INFO Device detect: memory=12.0 default=balanced optimization=medvram
12:43:14-264946 DEBUG Initializing: settings
12:43:14-272426 DEBUG Read: file="D:\sdnext rocm\sdnext\config.json" json=33 bytes=1286 time=0.000 fn=__init__:load
12:43:14-272426 DEBUG Read: file="D:\sdnext rocm\sdnext\secrets.json" json=2 bytes=142 time=0.000 fn=__init__:load
12:43:14-272426 WARNING Setting validation: unknown=['te_shared_t5']
12:43:14-272426 DEBUG Initializing: backend
12:43:14-272426 INFO Engine: backend=Backend.DIFFUSERS compute=rocm device=cuda attention="Scaled-Dot-Product"
mode=no_grad
12:43:14-288050 DEBUG Read: file="data\reference.json" json=113 bytes=55986 time=0.000
fn=_call_with_frames_removed:<module>
12:43:14-288050 DEBUG Initializing: devices
12:43:14-288050 DEBUG Torch cuDNN: enabled=False
12:43:14-288050 DEBUG Torch attention: type="sdpa" kernels=['Flash', 'Memory', 'Math'] overrides=['Triton Flash
attention']
12:43:14-303675 DEBUG Torch attention: type="Triton Flash attention"
12:43:14-303675 DEBUG Torch attention installed: flashattn=False sageattention=1.0.6
12:43:14-303675 DEBUG Torch attention status: flash=False flash3=False aiter=False sage=False flex=True npu=False
xla=False xformers=False kernels=False
12:43:15-658843 DEBUG Triton: pass=True version=3.6.0 fn=<module>:set_cuda_params time=1.29
12:43:15-661168 INFO Torch parameters: backend=rocm device=cuda config=FP16 dtype=torch.float16 fp16=pass bf16=fail
triton=pass optimization="Scaled-Dot-Product"
12:43:15-664171 INFO Torch compute: context=no_grad nohalf=False nohalfvae=False upcast=False deterministic=False
tunable=[False, False]
12:43:15-667174 DEBUG Quantization: registered=SDNQ
12:43:15-669176 INFO Device: device=AMD Radeon RX 6700 XT n=1 hip=7.2.0
12:43:15-819208 INFO API: limit=300 strategy=SlidingWindowCounterRateLimiter backend=MemoryStorage
12:43:15-822209 DEBUG Entering start sequence
12:43:15-823914 DEBUG Initializing: modules
12:43:15-829918 DEBUG Read: file="data\metadata.json" json=48 bytes=2661126 time=0.005 fn=initialize:init_metadata
12:43:15-839261 DEBUG Read: file="data\cache.json" json=2 bytes=3353 time=0.006 fn=initialize:load_cache
12:43:15-887165 INFO Available UNets: path="models\UNET" items=0
12:43:15-887165 INFO Available TEs: path="models\Text-encoder" items=0
12:43:15-887165 INFO Available VAEs: path="models\VAE" items=0
12:43:15-902782 INFO Available Models: safetensors="D:\Neural Network Models\Paint\SDXL\Nova Models":8
diffusers="models\Diffusers":1 reference=113 items=9 time=0.02
12:43:15-902782 DEBUG Model metadata: file="data\metadata.json" no changes
12:43:15-918407 INFO Available LoRAs: path="D:\Neural Network Models\Paint\SDXL\Lora" items=28 folders=2 time=0.02
12:43:16-089140 DEBUG Read: file="data\\\upscalers.json" json=4 bytes=2672 time=0.000 fn=__init__:__init__
12:43:16-136023 INFO Available Upscalers: items=57 downloaded=0 user=0 time=0.25 types=['None', 'Resize', 'Latent',
'AsymmetricVAE', 'WanUpscale', 'DCC', 'VIPS', 'HQX', 'ICBI', 'Spandrel', 'AuraSR', 'ESRGAN',
'RealESRGAN', 'SCUNet', 'Diffusion', 'SeedVR', 'SwinIR']
12:43:16-151639 INFO Available Styles: path="models\styles" items=288 time=0.02
12:43:16-151639 INFO Available Detailer: path="models\yolo" items=10 downloaded=0
12:43:16-151639 DEBUG Extensions: disabled=['stable-diffusion-webui-rembg']
12:43:16-151639 INFO Load extensions
12:43:16-446504 DEBUG Extensions init time: total=0.29 autocomplete.py=0.12
12:43:16-446504 INFO Huggingface: transfer=XET parallel=True direct=False token="None" cache="models\huggingface"
init
12:43:16-462134 WARNING Huggingface cache changed: type=huggingface unused="C:\Users\User\.cache\huggingface\hub"
size=586 MB
12:43:16-477762 DEBUG Huggingface: cache="models\huggingface" size=16231 MB xet="models\\\xet" size=0 MB
12:43:16-477762 DEBUG Temp folder: path="C:\Users\User\AppData\Local\Temp\gradio"
12:43:16-477762 DEBUG UI start sequence
12:43:16-477762 DEBUG UI image support: kanvas=main
12:43:16-493387 INFO UI locale: name="en: English"
12:43:16-493387 INFO UI theme: type=Modern name="Default" available=39
12:43:16-493387 DEBUG UI theme: css="extensions-builtin\sdnext-modernui\themes\Default.css" base="['base.css',
'timesheet.css']" user="None"
12:43:16-493387 DEBUG UI initialize: tab=txt2img
12:43:16-524629 DEBUG Read: file="data\reference.json" json=113 bytes=55986 time=0.000 fn=list_items:list_reference
12:43:16-524629 DEBUG Read: file="data\reference-quant.json" json=31 bytes=12894 time=0.000
fn=list_items:list_reference
12:43:16-524629 DEBUG Read: file="data\reference-distilled.json" json=27 bytes=13364 time=0.000
fn=list_items:list_reference
12:43:16-541350 DEBUG Read: file="data\reference-community.json" json=22 bytes=9274 time=0.000
fn=list_items:list_reference
12:43:16-544353 DEBUG Read: file="data\reference-cloud.json" json=3 bytes=1102 time=0.000
fn=list_items:list_reference
12:43:16-547356 DEBUG Read: file="data\reference-nunchaku.json" json=18 bytes=7931 time=0.000
fn=list_items:list_reference
12:43:16-557499 DEBUG Networks: type="reference" {'total': 214, 'ready': 0, 'hidden': 18, 'experimental': 0, 'base':
119, 'quantized': 24, 'distilled': 26, 'community': 22, 'cloud': 3, 'nunchaku': 0}
12:43:16-568509 DEBUG Networks: type="model" items=203 subfolders=9 tab=txt2img folders=['D:\\Neural Network
Models\\Paint\\SDXL\\Nova Models', 'models\\Reference', 'D:\\sdnext
rocm\\sdnext\\models\\Stable-diffusion'] list=0.06 thumb=0.01 desc=0.00 info=0.00 workers=12
12:43:16-578892 DEBUG Networks: type="lora" items=28 subfolders=1 tab=txt2img folders=['D:\\Neural Network
Models\\Paint\\SDXL\\Lora'] list=0.02 thumb=0.02 desc=0.00 info=0.00 workers=12
12:43:16-583931 DEBUG Networks: type="unet/dit" items=0 subfolders=1 tab=txt2img folders=['models\\UNET'] list=0.00
thumb=0.00 desc=0.00 info=0.00 workers=12
12:43:16-595941 DEBUG Networks: type="style" items=288 subfolders=3 tab=txt2img folders=['models\\styles', 'html']
list=0.02 thumb=0.00 desc=0.00 info=0.00 workers=12
12:43:16-600010 DEBUG Networks: type="wildcards" items=0 subfolders=1 tab=txt2img folders=['models\\wildcards']
list=0.00 thumb=0.00 desc=0.00 info=0.00 workers=12
12:43:16-600010 DEBUG Networks: type="embedding" items=0 subfolders=1 tab=txt2img folders=['models\\embeddings']
list=0.02 thumb=0.02 desc=0.00 info=0.00 workers=12
12:43:16-600010 DEBUG Networks: type="vae" items=0 subfolders=1 tab=txt2img folders=['models\\VAE'] list=0.00
thumb=0.00 desc=0.00 info=0.00 workers=12
12:43:16-615643 DEBUG Networks: type="history" items=0 subfolders=1 tab=txt2img folders=[] list=0.00 thumb=0.00
desc=0.00 info=0.00 workers=12
12:43:16-646892 DEBUG Read: file="D:\sdnext rocm\sdnext\data\rocm.json" json=62 bytes=2830 time=0.000
fn=apply_env:load_config
12:43:16-646892 DEBUG ROCm load_config: path=D:\sdnext rocm\sdnext\data\rocm.json existed=True items=62
12:43:16-990641 DEBUG UI initialize: tab=img2img
12:43:17-131264 DEBUG UI initialize: tab=control models="models\control"
12:43:17-209616 DEBUG Script: fn="extensions-builtin\sd-extension-system-info\scripts\system-info.py" type=control
skip
12:43:17-240638 DEBUG Script: op=after-component total=0.02 scripts=['Prompt enhance:0.02']
12:43:17-305863 DEBUG UI initialize: tab=video
12:43:17-383988 INFO Networks: type="video" engines=13 models=95 errors=0 time=0.06
12:43:17-462121 DEBUG UI initialize: tab=process
12:43:17-493371 DEBUG UI initialize: tab=caption
12:43:17-540245 DEBUG UI initialize: tab=models
12:43:17-600629 DEBUG UI initialize: tab=gallery
12:43:17-635919 DEBUG Read: file="ui-config.json" json=13 bytes=902 time=0.000 fn=__init__:read_from_file
12:43:17-635919 DEBUG UI initialize: tab=settings
12:43:17-682785 DEBUG ONNX: version=1.24.3, available=['AzureExecutionProvider', 'CPUExecutionProvider']
12:43:17-682785 DEBUG Pipelines init: diffusers=56 custom=17
12:43:17-807793 DEBUG Settings: sections=23 settings=372/621 quicksettings=1
12:43:17-854668 DEBUG UI initialize: tab=info
12:43:17-885917 DEBUG UI initialize: tab=extensions
12:43:17-885917 INFO Extension list: No information found - refresh required
12:43:19-948860 DEBUG Extension list: processed=3 installed=3 enabled=2 disabled=1 visible=3 hidden=0
12:43:20-121963 DEBUG Root paths: ['D:\\sdnext rocm\\sdnext']
12:43:20-220009 INFO Local URL: httD://127.0.0.1:7860/
12:43:20-220009 INFO API docs: httD://127.0.0.1:7860/docs
12:43:20-220009 INFO API redocs: httD://127.0.0.1:7860/redocs
12:43:20-220009 DEBUG API middleware: ['BaseHTTPMiddleware', 'GZipMiddleware']
12:43:20-220009 DEBUG API initialize
12:43:20-402594 DEBUG Scripts setuD: time=0.171 []
12:43:20-402594 INFO Model: autoload=True selected="Disty0/Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32"
12:43:20-418216 DEBUG Model requested: fn=threading.py:run:<lambda>
12:43:20-418216 DEBUG Search model: name="Disty0/Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32"
matched="models\Diffusers\models--Disty0--Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32\snapshots\a2
85fceef1439d72d60533e83cb6d8921748a666" type=reference
12:43:20-418216 INFO Load model: select="Diffusers\Disty0/Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32 [a285fceef1]"
12:43:20-433833 INFO Autodetect model: detect="Qwen" class=QwenImagePipeline
file="models\Diffusers\models--Disty0--Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32\snapshots\a285f
ceef1439d72d60533e83cb6d8921748a666"
12:43:20-449467 DEBUG Cache clear
12:43:20-465092 DEBUG Load model: type=Qwen model="Diffusers\Disty0/Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32"
repo="Disty0/Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32" offload=balanced dtype=torch.float16
args={'low_cpu_mem_usage': True, 'torch_dtype': torch.float16}
12:43:20-465092 DEBUG Load model: transformer="Disty0/Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32"
cls=QwenImageTransformer2DModel subfolder=transformer loader=default
args={'low_cpu_mem_usage': True, 'torch_dtype': torch.float16, 'device_map': 'cpu'}
Progress ?it/s ███████████████████████████████ 100% 3/3 00:00 ? Fetching 3 files
Progress ?B/s 0% 0.00/0.00 00:03 ? Download complete:
Progress ?it/s 0% 0/3 00:00 ? Loading checkpoint shards12:43:24-689363 INFO API user=None code=200 http/1.1 GET / 127.0.0.1 0.7173
Progress 2.42it/s ████▋ 33% 1/3 00:00 00:00 Loading checkpoint shards12:43:28-639840 INFO API user=None code=200 http/1.1 GET /sdapi/v1/motd 127.0.0.1 0.9174
Progress 1.45s/it ██████████████ 100% 3/3 00:04 00:00 Loading checkpoint shards
12:43:29-303070 DEBUG GC: current={'gpu': 0.18, 'ram': 11.03, 'oom': 0} prev={'gpu': 0.18, 'ram': 11.03}
load={'gpu': 2, 'ram': 35} gc={'gpu': 0.0, 'py': 395}
fn=postprocess_model:_process_model_after_weight_loading why=sdnq time=0.32
12:43:29-358204 DEBUG Load model: transformer="Disty0/Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32" quant="None"
size=10.797 params=10.131 memory={'logical': 10.797, 'storage': 10.797, 'overhead': 0.0,
'tensors': 5289, 'storages': 5289}
12:43:29-366211 DEBUG Load model: text_encoder="Disty0/Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32"
cls=Qwen2_5_VLForConditionalGeneration quant="None" loader=default
12:43:29-368212 DEBUG Load model: text_encoder="Disty0/Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32"
cls=Qwen2_5_VLForConditionalGeneration target="Disty0/Qwen-Image-2512-SDNQ-uint4-svd-r32"
args={'subfolder': 'text_encoder'} shared="Qwen-2.5 SDNQ-UInt4"
Loading weights: 44%|██████████████████████████▎ | 951/2165 [00:00<00:00, 4237.17it/s]1Loading weights: 68%|███████████████████████████████████████▉ | 1467/2165 [00:00<00:00, 4613.98it/s]/sdapi/v1/sd-models 127.0.0.1 0.011
12:43:32-017220 INFO API user=None code=200 http/1.1 GET /sdapi/v1/browser/folders 127.0.0.1 0.025
Loading weights: 100%|███████████████████████████████████████████████████████████| 2165/2165 [00:00<00:00, 5348.21it/s]
12:43:32-708384 DEBUG GC: current={'gpu': 0.18, 'ram': 11.39, 'oom': 0} prev={'gpu': 0.18, 'ram': 11.38}
load={'gpu': 2, 'ram': 36} gc={'gpu': 0.0, 'py': 758}
fn=postprocess_model:_process_model_after_weight_loading why=sdnq time=0.35
12:43:32-727345 DEBUG Load model: text_encoder="Disty0/Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32" quant="None"
size=5.053 params=4.330 memory={'logical': 5.053, 'storage': 5.053, 'overhead': 0.0,
'tensors': 2168, 'storages': 2168}
Progress 9.36it/s █████████ 100% 6/6 00:00 00:00 Loading pipeline components...
12:43:33-778411 DEBUG Setting model: component=vae {'slicing': True, 'tiling': False}
12:43:33-780545 DEBUG Setting model: attention="Scaled-Dot-Product"
12:43:33-782357 DEBUG Attention dispatcher: active=native list=['flash', 'flash_hub', 'flash_varlen_hub',
'flash_varlen', '_flash_3', '_flash_3_hub', '_flash_3_varlen_hub', 'flash_4_hub',
'_flash_varlen_3', 'aiter', 'flex', 'native', '_native_cudnn', '_native_efficient',
'_native_flash', '_native_math', '_native_npu', '_native_xla', 'sage', 'sage_hub',
'sage_varlen', '_sage_qk_int8_pv_fp8_cuda', '_sage_qk_int8_pv_fp8_cuda_sm90',
'_sage_qk_int8_pv_fp16_cuda', '_sage_qk_int8_pv_fp16_triton', 'xformers']
12:43:33-792590 INFO Offload: type=balanced op=init watermark=0-0.6 gpu=0.00-7.20:12.00 cpu=32.000 limit=0.00
always=[] never=[] pre=True streams=False
12:43:33-871645 DEBUG Module: name=transformer cls=QwenImageTransformer2DModel size=10.797 params=10878398016
logical=20430401088 quant=QuantizationMethod.SDNQ
12:43:33-894906 DEBUG Module: name=text_encoder cls=Qwen2_5_VLForConditionalGeneration size=5.053 params=4648851456
logical=8292166656 quant=QuantizationMethod.SDNQ
12:43:33-904933 DEBUG Module: name=vae cls=AutoencoderKLQwenImage size=0.236Source: vladmandic/sdnext