ComfyUI_essentials>๐Ÿ”ง Model Compile
ComfyUI_essentials
ๆ—ถ้—ด๏ผš2025/09/02

๐Ÿ”ง Model Compile

็”จไบŽ ็ผ–่ฏ‘ๆจกๅž‹๏ผŒไปฅๆ้ซ˜่ฟ่กŒๆ—ถๆŽจ็†ๆ•ˆ็އใ€‚ๅฎƒ้€š่ฟ‡ torch.compile() ๅฐ† diffusion_model ่ฟ›่กŒ็ผ–่ฏ‘๏ผŒๆ”ฏๆŒๅคš็งไผ˜ๅŒ–ๆจกๅผใ€‚
๐Ÿ”ง Model Compile-่Š‚็‚นๅ‚ๆ•ฐ่ฏดๆ˜Ž
่พ“ๅ…ฅๅ‚ๆ•ฐ
modelๅฟ…้กปๅ‚ๆ•ฐ,่พ“ๅ…ฅ้œ€่ฆ็ผ–่ฏ‘็š„ๆจกๅž‹ๅฏน่ฑกใ€‚
่พ“ๅ‡บๅ‚ๆ•ฐ
MODEL่พ“ๅ‡บ็ผ–่ฏ‘ๅŽ็š„ๆจกๅž‹ๅฏน่ฑก
ๆŽงไปถๅ‚ๆ•ฐ
fullgraphๆ˜ฏๅฆ่ฟ›่กŒๆ•ดๅ›พ็ผ–่ฏ‘ใ€‚ False๏ผšๅช็ผ–่ฏ‘ๅฟ…่ฆ้ƒจๅˆ†ใ€‚ True๏ผšๆ•ดไธช่ฎก็ฎ—ๅ›พ็ผ–่ฏ‘๏ผˆๅฏ่ƒฝๅธฆๆฅๆ›ดๅฅฝ็š„ไผ˜ๅŒ–๏ผŒไฝ†้ฃŽ้™ฉๆ›ด้ซ˜๏ผ‰ใ€‚
dynamicๆ˜ฏๅฆๅผ€ๅฏๅŠจๆ€ๆ”ฏๆŒใ€‚ False๏ผš่พ“ๅ…ฅ shape ๅ›บๅฎšๆ—ถไผ˜ๅŒ–ๆ•ˆๆžœๆœ€ไฝณใ€‚ True๏ผš้€‚ๅˆ่พ“ๅ…ฅๅฐบๅฏธๅ˜ๅŒ–็š„ๅœบๆ™ฏ๏ผˆๅฆ‚ไธๅŒๅˆ†่พจ็އ็š„ๆŽจ็†๏ผ‰ใ€‚
mode"default"๏ผš้ป˜่ฎคๆจกๅผ๏ผŒๅ…ผ้กพ็จณๅฎšๆ€งไธŽๆ€ง่ƒฝใ€‚ "reduce-overhead"๏ผš้™ไฝŽ็ผ–่ฏ‘ๅผ€้”€๏ผŒๅฏๅŠจๆ›ดๅฟซใ€‚ "max-autotune"๏ผšๆœ€ๅคงๅŒ–่‡ชๅŠจ่ฐƒไผ˜๏ผŒๆŽจ็†ๆ›ดๅฟซ๏ผŒไฝ†็ผ–่ฏ‘่€—ๆ—ถๆ›ด้•ฟใ€‚ "max-autotune-no-cudagraphs"๏ผšๆœ€ๅคงๅŒ–่ฐƒไผ˜ไฝ†็ฆ็”จ cudagraphs๏ผŒ้€‚ๅˆๆŸไบ› GPU ๅ…ผๅฎนๆ€ง้—ฎ้ข˜ใ€‚
ๅฑ•็คบไบ†Model Compile่Š‚็‚น็š„ไฝฟ็”จๆ–นๅผ๏ผŒไธ€่ˆฌๆ˜ฏไธฒๅœจmodelๅŠ ่ฝฝ่Š‚็‚น็š„ๅŽ้ข,ไฝ†ๅฎž้™…ๅŠ ้€Ÿๆ•ˆๆžœๅนถไธๆ˜Žๆ˜พใ€‚

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