Add precompile as an option

This commit is contained in:
Disty0
2023-08-22 13:21:25 +03:00
parent 374307dd8a
commit 80d2cc46e8
2 changed files with 3 additions and 1 deletions
+2 -1
View File
@@ -803,7 +803,8 @@ def load_diffuser(checkpoint_info=None, already_loaded_state_dict=None, timer=No
torch._dynamo.config.suppress_errors = shared.opts.cuda_compile_errors # pylint: disable=protected-access
sd_model.unet = torch.compile(sd_model.unet, mode=shared.opts.cuda_compile_mode, backend=shared.opts.cuda_compile_backend, fullgraph=shared.opts.cuda_compile_fullgraph) # pylint: disable=attribute-defined-outside-init
sd_model.vae.decode = torch.compile(sd_model.vae.decode, mode=shared.opts.cuda_compile_mode, backend=shared.opts.cuda_compile_backend, fullgraph=shared.opts.cuda_compile_fullgraph) # pylint: disable=attribute-defined-outside-init
sd_model("dummy prompt")
if shared.opts.cuda_compile_precompile:
sd_model("dummy prompt")
shared.log.info("Complilation done.")
except Exception as err:
shared.log.warning(f"Model compile not supported: {err}")
+1
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@@ -394,6 +394,7 @@ options_templates.update(options_section(('cuda', "Compute Settings"), {
"cuda_compile_backend": OptionInfo("openvino_fx" if cmd_opts.use_openvino else "none", "Model compile backend (experimental)", gr.Radio, lambda: {"choices": ['none', 'inductor', 'cudagraphs', 'aot_ts_nvfuser', 'hidet', 'ipex', 'openvino_fx']}),
"cuda_compile_mode": OptionInfo("default", "Model compile mode (experimental)", gr.Radio, lambda: {"choices": ['default', 'reduce-overhead', 'max-autotune']}),
"cuda_compile_fullgraph": OptionInfo(False, "Model compile fullgraph"),
"cuda_compile_precompile": OptionInfo(False, "Model compile precompile"),
"cuda_compile_verbose": OptionInfo(False, "Model compile verbose mode"),
"cuda_compile_errors": OptionInfo(True, "Model compile suppress errors"),
"disable_gc": OptionInfo(True, "Disable Torch memory garbage collection"),