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Fix IPEX Optimize with Diffusers

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Disty0
2023-07-09 16:17:50 +03:00
parent a93e3a0619
commit a9dab70a2c
1 changed files with 4 additions and 1 deletions
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modules/sd_models.py
+4 -1
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@@ -713,7 +713,10 @@ def load_diffuser(checkpoint_info=None, already_loaded_state_dict=None, timer=No
if shared.opts.opt_channelslast:
shared.log.debug('Diffusers: enable channels last')
sd_model.unet.to(memory_format=torch.channels_last)
if devices.backend == 'ipex' and not ("StableDiffusion" in sd_model.__class__.__name__ and not "StableDiffusionXL" in sd_model.__class__.__name__):
if devices.backend == 'ipex':
if shared.opts.cuda_compile and shared.opts.cuda_compile_mode == 'ipex':
shared.log.info("Model compile enabled: IPEX Optimize Graph Mode")
sd_model.unet.training = False
sd_model.to(devices.device)
sd_model.unet = torch.xpu.optimize(sd_model.unet, dtype=devices.dtype, auto_kernel_selection=True, optimize_lstm=True,
graph_mode=True if shared.opts.cuda_compile and shared.opts.cuda_compile_mode == 'ipex' else False)