Enable even larger images with one simple torch.nn.functional.silu import #653
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…port
Fixes:
File "stable-diffusion/ldm/modules/diffusionmodules/model.py", line 37, in nonlinearity
return x*torch.sigmoid(x)
RuntimeError: CUDA out of memory. Tried to allocate 1.56 GiB [..]
Now up to 1536x1280 is possible on 8GB VRAM.
Also remove unused SiLU class.
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Just cuda or mps too? |
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VRAM error only happens on cuda. On mps there might be a small speed benefit, but it only happens once at the end of generation. |
lstein
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Sep 17, 2022
afiaka87
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Sep 19, 2022
…port (invoke-ai#653) Fixes: File "stable-diffusion/ldm/modules/diffusionmodules/model.py", line 37, in nonlinearity return x*torch.sigmoid(x) RuntimeError: CUDA out of memory. Tried to allocate 1.56 GiB [..] Now up to 1536x1280 is possible on 8GB VRAM. Also remove unused SiLU class.
afiaka87
pushed a commit
to afiaka87/lstein-stable-diffusion
that referenced
this pull request
Sep 19, 2022
…port (invoke-ai#653) Fixes: File "stable-diffusion/ldm/modules/diffusionmodules/model.py", line 37, in nonlinearity return x*torch.sigmoid(x) RuntimeError: CUDA out of memory. Tried to allocate 1.56 GiB [..] Now up to 1536x1280 is possible on 8GB VRAM. Also remove unused SiLU class.
afiaka87
pushed a commit
to afiaka87/lstein-stable-diffusion
that referenced
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Sep 19, 2022
…port (invoke-ai#653) Fixes: File "stable-diffusion/ldm/modules/diffusionmodules/model.py", line 37, in nonlinearity return x*torch.sigmoid(x) RuntimeError: CUDA out of memory. Tried to allocate 1.56 GiB [..] Now up to 1536x1280 is possible on 8GB VRAM. Also remove unused SiLU class.
afiaka87
pushed a commit
to afiaka87/lstein-stable-diffusion
that referenced
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Sep 21, 2022
…port (invoke-ai#653) Fixes: File "stable-diffusion/ldm/modules/diffusionmodules/model.py", line 37, in nonlinearity return x*torch.sigmoid(x) RuntimeError: CUDA out of memory. Tried to allocate 1.56 GiB [..] Now up to 1536x1280 is possible on 8GB VRAM. Also remove unused SiLU class.
austinbrown34
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Dec 30, 2022
…port (invoke-ai#653) Fixes: File "stable-diffusion/ldm/modules/diffusionmodules/model.py", line 37, in nonlinearity return x*torch.sigmoid(x) RuntimeError: CUDA out of memory. Tried to allocate 1.56 GiB [..] Now up to 1536x1280 is possible on 8GB VRAM. Also remove unused SiLU class.
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Fixes:
File "stable-diffusion/ldm/modules/diffusionmodules/model.py", line 37, in nonlinearity
return x*torch.sigmoid(x)
RuntimeError: CUDA out of memory. Tried to allocate 1.56 GiB [..]
Now up to 1536x1280 is possible on 8GB VRAM.
Also remove unused SiLU class.
siluisx * torch.sigmoid(x)is the swish functionhttps://pytorch.org/docs/stable/generated/torch.nn.functional.silu.html