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vladmandic / automatic

SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models
https://github.com/vladmandic/automatic
GNU Affero General Public License v3.0
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[Issue]: text2image wait for a long time and no response with use-rocm #3189

Open MarshallYang opened 3 months ago

MarshallYang commented 3 months ago

Issue Description

Install according to the tutorial, then I started with ./webui.sh --debug --use-rocm. When I used text2image to generate images, the progress bar in the console remained motionless and no exceptions were seen in the logs. Progress ?it/s 0% 0/20 00:00 ? Base. Wait for a long time and no more response.

I test rocminfo command and it is ok:

ROCk module is loaded
=====================    
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                             
Mwaitx:                  DISABLED
DMAbuf Support:          YES

==========               
HSA Agents               
==========               
*******                  
Agent 1                  
*******                  
  Name:                    AMD Ryzen 5 7500F 6-Core Processor 
  Uuid:                    CPU-XX                             
  Marketing Name:          AMD Ryzen 5 7500F 6-Core Processor 
  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):   3700                               
  BDFID:                   0                                  
  Internal Node ID:        0                                  
  Compute Unit:            12                                 
  SIMDs per CU:            0                                  
  Shader Engines:          0                                  
  Shader Arrs. per Eng.:   0                                  
  WatchPts on Addr. Ranges:1                                  
  Features:                None
  Pool Info:               
    Pool 1                   
      Segment:                 GLOBAL; FLAGS: FINE GRAINED        
      Size:                    32532016(0x1f06630) KB             
      Allocatable:             TRUE                               
      Alloc Granule:           4KB                                
      Alloc Alignment:         4KB                                
      Accessible by all:       TRUE                               
    Pool 2                   
      Segment:                 GLOBAL; FLAGS: KERNARG, FINE GRAINED
      Size:                    32532016(0x1f06630) KB             
      Allocatable:             TRUE                               
      Alloc Granule:           4KB                                
      Alloc Alignment:         4KB                                
      Accessible by all:       TRUE                               
    Pool 3                   
      Segment:                 GLOBAL; FLAGS: COARSE GRAINED      
      Size:                    32532016(0x1f06630) KB             
      Allocatable:             TRUE                               
      Alloc Granule:           4KB                                
      Alloc Alignment:         4KB                                
      Accessible by all:       TRUE                               
  ISA Info:                
*******                  
Agent 2                  
*******                  
  Name:                    gfx1101                            
  Uuid:                    GPU-c6dec4d0b11b32fd               
  Marketing Name:          AMD Radeon RX 7800 XT              
  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:                      4096(0x1000) KB                    
    L3:                      65536(0x10000) KB                  
  Chip ID:                 29822(0x747e)                      
  ASIC Revision:           0(0x0)                             
  Cacheline Size:          64(0x40)                           
  Max Clock Freq. (MHz):   2254                               
  BDFID:                   768                                
  Internal Node ID:        1                                  
  Compute Unit:            60                                 
  SIMDs per CU:            2                                  
  Shader Engines:          3                                  
  Shader Arrs. per Eng.:   2                                  
  WatchPts on Addr. Ranges:4                                  
  Coherent Host Access:    FALSE                              
  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:: 550                                
  SDMA engine uCode::      20                                 
  IOMMU Support::          None                               
  Pool Info:               
    Pool 1                   
      Segment:                 GLOBAL; FLAGS: COARSE GRAINED      
      Size:                    16760832(0xffc000) KB              
      Allocatable:             TRUE                               
      Alloc Granule:           4KB                                
      Alloc Alignment:         4KB                                
      Accessible by all:       FALSE                              
    Pool 2                   
      Segment:                 GLOBAL; FLAGS: EXTENDED FINE GRAINED
      Size:                    16760832(0xffc000) KB              
      Allocatable:             TRUE                               
      Alloc Granule:           4KB                                
      Alloc Alignment:         4KB                                
      Accessible by all:       FALSE                              
    Pool 3                   
      Segment:                 GROUP                              
      Size:                    64(0x40) KB                        
      Allocatable:             FALSE                              
      Alloc Granule:           0KB                                
      Alloc Alignment:         0KB                                
      Accessible by all:       FALSE                              
  ISA Info:                
    ISA 1                    
      Name:                    amdgcn-amd-amdhsa--gfx1101         
      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 M

sd.next's full log is here

21:40:07-931838 INFO     Starting SD.Next                                                                                                                                                                                                   
21:40:07-933414 INFO     Logger: file="/home/matthew/Dev/python/automatic/sdnext.log" level=DEBUG size=64 mode=create                                                                                                                       
21:40:07-933959 INFO     Python 3.10.12 on Linux                                                                                                                                                                                            
21:40:07-939458 INFO     Version: app=sd.next updated=2024-06-01 hash=2bcada47 branch=master url=https://github.com/vladmandic/automatic/tree/master                                                                                        
21:40:08-757194 INFO     Latest published version: 5596947ba477e6949c298bdf2d6e13cce2ced059 2024-06-01T13:16:47Z                                                                                                                            
21:40:08-759294 INFO     Platform: arch=x86_64 cpu=x86_64 system=Linux release=5.15.0-107-generic python=3.10.12                                                                                                                            
21:40:08-760369 DEBUG    Setting environment tuning                                                                                                                                                                                         
21:40:08-761166 DEBUG    HF cache folder: /home/matthew/.cache/huggingface/hub                                                                                                                                                              
21:40:08-762003 DEBUG    Torch allocator: "garbage_collection_threshold:0.80,max_split_size_mb:512"                                                                                                                                         
21:40:08-762851 DEBUG    Torch overrides: cuda=False rocm=True ipex=False diml=False openvino=False                                                                                                                                         
21:40:08-763736 DEBUG    Torch allowed: cuda=False rocm=True ipex=False diml=False openvino=False                                                                                                                                           
21:40:08-764595 INFO     AMD ROCm toolkit detected                                                                                                                                                                                          
21:40:08-778255 DEBUG    ROCm agents detected: ['gfx1101']                                                                                                                                                                                  
21:40:08-779085 DEBUG    ROCm agent used by default: idx=0 gpu=gfx1101 arch=navi3x                                                                                                                                                          
21:40:08-803083 DEBUG    ROCm version detected: 6.0                                                                                                                                                                                         
21:40:08-810896 DEBUG    Repository update time: Sat Jun  1 19:31:00 2024                                                                                                                                                                   
21:40:08-811834 INFO     Startup: standard                                                                                                                                                                                                  
21:40:08-812487 INFO     Verifying requirements                                                                                                                                                                                             
21:40:08-815933 INFO     Verifying packages                                                                                                                                                                                                 
21:40:08-816944 INFO     Verifying submodules                                                                                                                                                                                               
21:40:08-904837 DEBUG    Submodule: extensions-builtin/sd-extension-chainner / main                                                                                                                                                         
21:40:08-908289 DEBUG    Submodule: extensions-builtin/sd-extension-system-info / main                                                                                                                                                      
21:40:08-911381 DEBUG    Submodule: extensions-builtin/sd-webui-agent-scheduler / main                                                                                                                                                      
21:40:08-914210 DEBUG    Submodule: extensions-builtin/sdnext-modernui / main                                                                                                                                                               
21:40:08-917102 DEBUG    Submodule: extensions-builtin/stable-diffusion-webui-rembg / master                                                                                                                                                
21:40:08-919976 DEBUG    Submodule: modules/k-diffusion / master                                                                                                                                                                            
21:40:08-922693 DEBUG    Submodule: wiki / master                                                                                                                                                                                           
21:40:08-924736 DEBUG    Register paths                                                                                                                                                                                                     
21:40:08-936153 DEBUG    Installed packages: 218                                                                                                                                                                                            
21:40:08-936605 DEBUG    Extensions all: ['Lora', 'sd-extension-chainner', 'stable-diffusion-webui-rembg', 'sd-webui-agent-scheduler', 'sd-extension-system-info', 'sdnext-modernui']                                                       
21:40:08-957815 DEBUG    Running extension installer: /home/matthew/Dev/python/automatic/extensions-builtin/stable-diffusion-webui-rembg/install.py                                                                                         
21:40:09-030798 DEBUG    Running extension installer: /home/matthew/Dev/python/automatic/extensions-builtin/sd-webui-agent-scheduler/install.py                                                                                             
21:40:09-125901 DEBUG    Extensions all: []                                                                                                                                                                                                 
21:40:09-126519 INFO     Extensions enabled: ['Lora', 'sd-extension-chainner', 'stable-diffusion-webui-rembg', 'sd-webui-agent-scheduler', 'sd-extension-system-info', 'sdnext-modernui']                                                   
21:40:09-126995 INFO     Verifying requirements                                                                                                                                                                                             
21:40:09-127386 DEBUG    Setup complete without errors: 1717249209                                                                                                                                                                          
21:40:09-128313 DEBUG    Extension preload: {'extensions-builtin': 0.0, 'extensions': 0.0}                                                                                                                                                  
21:40:09-128935 DEBUG    Starting module: <module 'webui' from '/home/matthew/Dev/python/automatic/webui.py'>                                                                                                                               
21:40:09-129503 INFO     Command line args: ['--debug', '--use-rocm'] use_rocm=True debug=True                                                                                                                                              
21:40:09-130000 DEBUG    Env flags: []                                                                                                                                                                                                      
21:40:11-321276 INFO     Load packages: {'torch': '2.3.0+cu121', 'diffusers': '0.28.0', 'gradio': '3.43.2'}                                                                                                                                 
21:40:11-505601 DEBUG    Read: file="config.json" json=20 bytes=868 time=0.000                                                                                                                                                              
21:40:11-506642 INFO     Engine: backend=Backend.DIFFUSERS compute=cpu device=cpu attention="Scaled-Dot-Product" mode=no_grad                                                                                                               
21:40:11-507172 INFO     Device:                                                                                                                                                                                                            
21:40:11-507608 DEBUG    Read: file="html/reference.json" json=39 bytes=22628 time=0.000                                                                                                                                                    
21:40:11-749928 DEBUG    ONNX: version=1.18.0 provider=CPUExecutionProvider, available=['AzureExecutionProvider', 'CPUExecutionProvider']                                                                                                   
21:40:11-777977 DEBUG    Importing LDM                                                                                                                                                                                                      
21:40:11-782572 DEBUG    Entering start sequence                                                                                                                                                                                            
21:40:11-783310 DEBUG    Initializing                                                                                                                                                                                                       
21:40:11-789118 INFO     Available VAEs: path="models/VAE" items=0                                                                                                                                                                          
21:40:11-789677 DEBUG    Available UNets: path="models/UNET" items=0                                                                                                                                                                        
21:40:11-790178 INFO     Disabled extensions: ['sdnext-modernui']                                                                                                                                                                           
21:40:11-790771 DEBUG    Read: file="cache.json" json=1 bytes=179 time=0.000                                                                                                                                                                
21:40:11-791368 DEBUG    Read: file="metadata.json" json=1 bytes=96 time=0.000                                                                                                                                                              
21:40:11-791857 DEBUG    Scanning diffusers cache: folder=models/Diffusers items=0 time=0.00                                                                                                                                                
21:40:11-792311 INFO     Available models: path="models/Stable-diffusion" items=1 time=0.00                                                                                                                                                 
21:40:11-872799 DEBUG    Load extensions                                                                                                                                                                                                    
21:40:11-887428 INFO     LoRA networks: available=0 folders=2                                                                                                                                                                               
21:40:12-024838 INFO     Extension: script='extensions-builtin/sd-webui-agent-scheduler/scripts/task_scheduler.py' Using sqlite file: extensions-builtin/sd-webui-agent-scheduler/task_scheduler.sqlite3                                    
21:40:12-030025 DEBUG    Extensions init time: 0.16 sd-webui-agent-scheduler=0.13                                                                                                                                                           
21:40:12-033062 DEBUG    Read: file="html/upscalers.json" json=4 bytes=2640 time=0.000                                                                                                                                                      
21:40:12-033687 DEBUG    Read: file="extensions-builtin/sd-extension-chainner/models.json" json=24 bytes=2693 time=0.000                                                                                                                    
21:40:12-034356 DEBUG    chaiNNer models: path="models/chaiNNer" defined=24 discovered=0 downloaded=0                                                                                                                                       
21:40:12-035121 DEBUG    Load upscalers: total=52 downloaded=0 user=0 time=0.00 ['None', 'Lanczos', 'Nearest', 'ChaiNNer', 'LDSR', 'RealESRGAN', 'SD', 'SwinIR', 'SCUNet', 'ESRGAN']                                                        
21:40:12-039741 DEBUG    Load styles: folder="models/styles" items=288 time=0.00                                                                                                                                                            
21:40:12-040834 DEBUG    Creating UI                                                                                                                                                                                                        
21:40:12-041393 DEBUG    UI themes available: type=Standard themes=12                                                                                                                                                                       
21:40:12-041888 INFO     UI theme: type=Standard name="black-teal"                                                                                                                                                                          
21:40:12-042988 DEBUG    UI theme: css="/home/matthew/Dev/python/automatic/javascript/black-teal.css" base="sdnext.css" user="None"                                                                                                         
21:40:12-044188 DEBUG    UI initialize: txt2img                                                                                                                                                                                             
21:40:12-060007 DEBUG    Extra networks: page='model' items=39 subfolders=2 tab=txt2img folders=['models/Stable-diffusion', 'models/Diffusers', 'models/Reference'] list=0.00 thumb=0.00 desc=0.00 info=0.00 workers=4 sort=Default         
21:40:12-061199 DEBUG    Extra networks: page='lora' items=0 subfolders=0 tab=txt2img folders=['models/Lora', 'models/LyCORIS'] list=0.00 thumb=0.00 desc=0.00 info=0.00 workers=4 sort=Default                                             
21:40:12-066778 DEBUG    Extra networks: page='style' items=288 subfolders=1 tab=txt2img folders=['models/styles', 'html'] list=0.00 thumb=0.00 desc=0.00 info=0.00 workers=4 sort=Default                                                  
21:40:12-068585 DEBUG    Extra networks: page='embedding' items=0 subfolders=0 tab=txt2img folders=['models/embeddings'] list=0.00 thumb=0.00 desc=0.00 info=0.00 workers=4 sort=Default                                                    
21:40:12-069512 DEBUG    Extra networks: page='vae' items=0 subfolders=0 tab=txt2img folders=['models/VAE'] list=0.00 thumb=0.00 desc=0.00 info=0.00 workers=4 sort=Default                                                                 
21:40:12-138727 DEBUG    UI initialize: img2img                                                                                                                                                                                             
21:40:12-440344 DEBUG    UI initialize: control models=models/control                                                                                                                                                                       
21:40:12-791602 DEBUG    Read: file="ui-config.json" json=0 bytes=2 time=0.000                                                                                                                                                              
21:40:12-917012 DEBUG    UI themes available: type=Standard themes=12                                                                                                                                                                       
21:40:13-039379 DEBUG    Reading failed: /home/matthew/Dev/python/automatic/html/extensions.json [Errno 2] No such file or directory: '/home/matthew/Dev/python/automatic/html/extensions.json'                                             
21:40:13-040027 INFO     Extension list is empty: refresh required                                                                                                                                                                          
21:40:13-058550 DEBUG    Extension list: processed=6 installed=6 enabled=5 disabled=1 visible=6 hidden=0                                                                                                                                    
21:40:13-122890 DEBUG    Root paths: ['/home/matthew/Dev/python/automatic']                                                                                                                                                                 
21:40:13-355372 INFO     Local URL: http://127.0.0.1:7860/                                                                                                                                                                                  
21:40:13-356009 DEBUG    Gradio functions: registered=1694                                                                                                                                                                                  
21:40:13-356593 DEBUG    FastAPI middleware: ['Middleware', 'Middleware']                                                                                                                                                                   
21:40:13-358211 DEBUG    Creating API                                                                                                                                                                                                       
21:40:13-450521 INFO     [AgentScheduler] Task queue is empty                                                                                                                                                                               
21:40:13-451207 INFO     [AgentScheduler] Registering APIs                                                                                                                                                                                  
21:40:13-507306 DEBUG    Scripts setup: ['IP Adapters:0.028', 'AnimateDiff:0.013', 'X/Y/Z Grid:0.015', 'Face:0.018', 'Image-to-Video:0.008', 'Stable Video Diffusion:0.007']                                                                
21:40:13-508030 DEBUG    Model metadata: file="metadata.json" no changes                                                                                                                                                                    
21:40:13-509606 DEBUG    Model requested: fn=<lambda>                                                                                                                                                                                       
21:40:13-510532 INFO     Select: model="dreamshaper_8 [879db523c3]"                                                                                                                                                                         
21:40:13-512587 DEBUG    Load model: existing=False target=/home/matthew/Dev/python/automatic/models/Stable-diffusion/dreamshaper_8.safetensors info=None                                                                                   
21:40:13-513809 DEBUG    Desired Torch parameters: dtype=FP16 no-half=False no-half-vae=False upscast=False                                                                                                                                 
21:40:13-514333 INFO     Setting Torch parameters: device=cpu dtype=torch.float16 vae=torch.float16 unet=torch.float16 context=no_grad fp16=True bf16=None optimization=Scaled-Dot-Product                                                  
21:40:13-514917 DEBUG    Diffusers loading: path="/home/matthew/Dev/python/automatic/models/Stable-diffusion/dreamshaper_8.safetensors"                                                                                                     
21:40:13-515354 INFO     Autodetect: model="Stable Diffusion" class=StableDiffusionPipeline file="/home/matthew/Dev/python/automatic/models/Stable-diffusion/dreamshaper_8.safetensors" size=2034MB                                         
Loading pipeline components... 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6/6  [ 0:00:00 < 0:00:00 , ? C/s ]
No ROCm runtime is found, using ROCM_HOME='/opt/rocm'
21:40:13-998101 DEBUG    Setting model: pipeline=StableDiffusionPipeline config={'low_cpu_mem_usage': True, 'torch_dtype': torch.float16, 'load_connected_pipeline': True, 'extract_ema': False, 'config': 'configs/sd15',                  
                         'use_safetensors': True, 'cache_dir': '/home/matthew/.cache/huggingface/hub'}                                                                                                                                      
21:40:14-001399 INFO     Load embeddings: loaded=0 skipped=0 time=0.00                                                                                                                                                                      
21:40:14-001984 DEBUG    Setting model: enable VAE slicing                                                                                                                                                                                  
21:40:14-237843 DEBUG    GC: collected=16 device=cpu {'ram': {'used': 0.87, 'total': 31.02}} time=0.22                                                                                                                                      
21:40:14-241493 INFO     Load model: time=0.50 load=0.49 native=512 {'ram': {'used': 0.87, 'total': 31.02}}                                                                                                                                 
21:40:14-243188 DEBUG    Script callback init time: task_scheduler.py:app_started=0.06                                                                                                                                                      
21:40:14-243994 INFO     Startup time: 5.11 torch=1.61 gradio=0.46 diffusers=0.12 libraries=0.46 extensions=0.16 face-restore=0.08 ui-en=0.11 ui-txt2img=0.06 ui-img2img=0.28 ui-control=0.13 ui-models=0.12 ui-settings=0.24 launch=0.26   
                         app-started=0.10 checkpoint=0.74                                                                                                                                                                                   
21:40:14-245386 DEBUG    Save: file="config.json" json=20 bytes=868 time=0.002                                                                                                                                                              
21:40:22-858565 INFO     MOTD: N/A                                                                                                                                                                                                          
21:40:23-951135 DEBUG    UI themes available: type=Standard themes=12                                                                                                                                                                       
21:40:24-556479 INFO     Browser session: user=None client=127.0.0.1 agent=Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36                                                            
21:40:30-084033 INFO     Base: class=StableDiffusionPipeline                                                                                                                                                                                
21:40:39-114949 DEBUG    Diffuser pipeline: StableDiffusionPipeline task=DiffusersTaskType.TEXT_2_IMAGE batch=1/1x1 set={'prompt_embeds': torch.Size([1, 77, 768]), 'negative_prompt_embeds': torch.Size([1, 77, 768]), 'guidance_scale': 6,
                         'num_inference_steps': 20, 'eta': 1.0, 'guidance_rescale': 0.7, 'output_type': 'latent', 'width': 512, 'height': 512, 'parser': 'Full parser'}                                                                     
Progress ?it/s                                              0% 0/20 00:00 ? Base21:42:00-357717 DEBUG    Server: alive=True jobs=1 requests=251 uptime=109 memory=1.27/31.02 backend=Backend.DIFFUSERS state=idle                                                                                                           
21:44:00-478969 DEBUG    Server: alive=True jobs=1 requests=383 uptime=229 memory=2.23/31.02 backend=Backend.DIFFUSERS state=idle

Version Platform Description

Starting SD.Next
Python 3.10.12 on Linux
Version: app=sd.next updated=2024-06-01 hash=2bcada47 branch=master url=https://github.com/vladmandic/automatic/tree/master
Latest published version: 5596947ba477e6949c298bdf2d6e13cce2ced059 2024-06-01T13:16:47Z
Platform: arch=x86_64 cpu=x86_64 system=Linux release=5.15.0-107-generic python=3.10.12
AMD ROCm toolkit detected
ROCm agents detected: ['gfx1101']
ROCm agent used by default: idx=0 gpu=gfx1101 arch=navi3x
ROCm version detected: 6.0

Relevant log output

No response

Backend

Diffusers

Branch

Master

Model

Other

Acknowledgements

MarshallYang commented 3 months ago

I try to reinstall the requirements and I found an error

ERROR    Error running pip: install --upgrade torch torchvision --index-url https://download.pytorch.org/whl/rocm6.0 23:18:14-950033 DEBUG    
Pip output: Looking in indexes: https://download.pytorch.org/whl/rocm6.0 Requirement already satisfied: torch in ./venv/lib/python3.10/site-packages (2.3.0) Collecting torch Downloading https://download.pytorch.org/whl/rocm6.0/torch-2.3.0%2Brocm6.0-cp310-cp310-linux_x86_64.whl (2193.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━               1.4/2.2 GB 22.7 MB/s eta 0:00:33 
ERROR: THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. 
If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them. 
torch from https://download.pytorch.org/whl/rocm6.0/torch-2.3.0%2Brocm6.0-cp310-cp310-linux_x86_64.whl#sha256=266af54cf4704aae08719305c205f0d12f40874006d3b8058f38e2f8ed08f56d: 
Expected sha256 266af54cf4704aae08719305c205f0d12f40874006d3b8058f38e2f8ed08f56d 
Got        cd14a339a9330fa1eaf833f66d9317b2ba81ab11acdb952fe67364967d991316