Repeat Latents ๐ŸŽฅ๐Ÿ…ฅ๐Ÿ…—๐Ÿ…ข

่Š‚็‚นๅŠŸ่ƒฝ๏ผš็”จไบŽๅฐ†ๆฝœๅœจๆ ทๆœฌ๏ผˆlatent samples๏ผ‰้‡ๅคๆŒ‡ๅฎšๆฌกๆ•ฐใ€‚ๅฎƒๆŽฅๅ—ไธ€ไธชๆฝœๅœจๆ ทๆœฌๅ’Œไธ€ไธชๆ•ดๆ•ฐ multiply_by๏ผŒๆ นๆฎ่ฏฅๆ•ดๆ•ฐๅฐ†ๆฝœๅœจๆ ทๆœฌ้‡ๅค่‹ฅๅนฒๆฌก๏ผŒๆœ€็ปˆ่ฟ”ๅ›žไธ€ไธชๅŒ…ๅซ้‡ๅคๆ ทๆœฌ็š„ๆฝœๅœจ็ฉบ้—ดๆ•ฐๆฎใ€‚

่พ“ๅ…ฅๅ‚ๆ•ฐ

ๅ‚ๆ•ฐๅ็งฐ่ฏดๆ˜Ž
latents่พ“ๅ…ฅ็š„ๆฝœๅ˜้‡๏ผˆๅฆ‚ๆจกๅž‹็ผ–็ ๅŽ็š„็‰นๅพๅผ ้‡๏ผ‰ใ€‚

่พ“ๅ‡บๅ‚ๆ•ฐ

ๅ‚ๆ•ฐๅ็งฐ่ฏดๆ˜Ž
LATENTๆ‰ฉๅฑ•ๅŽ็š„ latent ๆ•ฐๆฎ๏ผŒๅŒ…ๅซ้‡ๅคๆŒ‡ๅฎšๅ€ๆ•ฐ็š„ๅŽŸๅง‹ latentใ€‚
countๆ‰ฉๅฑ•ๅŽ็š„ latent ๆ€ปๅธงๆ•ฐใ€‚

ๆŽงไปถๅ‚ๆ•ฐ

ๅ‚ๆ•ฐๅ็งฐ่ฏดๆ˜Ž
multiply_by้‡ๅคๅ€ๆ•ฐ๏ผŒ่กจ็คบๅฐ†่พ“ๅ…ฅ latent ๅคๅˆถๅคšๅฐ‘ๆฌกใ€‚ๆœ€ๅฐไธบ 1ใ€‚

่‹ฅmultiply_by่ฎพ็ฝฎไธบ2๏ผŒๅˆ™่กจ็คบlatentไธญ็š„ๆ•ฐ้‡*2๏ผŒ่ง†้ข‘ๆ—ถ้•ฟไนŸไผšๅ˜ๆˆๅŽŸๆฅ็š„2ๅ€ใ€‚