์š”์ฆ˜ anaconda 5.1 ํ™˜๊ฒฝ์—์„œ ๋งŽ์ด ๋ฐœ์ƒํ•˜๋Š” undefined symbol error์˜ ํ•ด๊ฒฐ์ฑ…

์•„๋ž˜ URL์— ๋‚˜์˜ค๋Š” ๊ฐ„๋‹จํ•œ LSTM ๊ด€๋ จ python code๋ฅผ ์ˆ˜ํ–‰ํ•˜๋ ค๊ณ  ํ•˜๋Š”๋ฐ, ์ด๋Ÿฐ error๊ฐ€ ๋‚˜๋Š” ๊ฒฝ์šฐ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. Time Series Prediction with LSTM Recurrent Neural Networks in Python...

๊ณ„์† ์ฝ๊ธฐ ์š”์ฆ˜ anaconda 5.1 ํ™˜๊ฒฝ์—์„œ ๋งŽ์ด ๋ฐœ์ƒํ•˜๋Š” undefined symbol error์˜ ํ•ด๊ฒฐ์ฑ…

Watson STT ์˜ ์ธ์‹๋ฅ ์„ ๋†’์ด๊ธฐ ์œ„ํ•œ Watson STT ํŠธ๋ ˆ์ด๋‹ (3/3)

๋ณธ ์‹œ๋ฆฌ์ฆˆ๋Š” Watson STT์˜ ์ธ์‹๋ฅ ์„ ๋†’์ด๊ธฐ ์œ„ํ•œ ํŠธ๋ ˆ์ด๋‹ ๋ฐฉ๋ฒ•์„ ์„ค๋ช…ํ•˜๋Š” ์‹œ๋ฆฌ์ฆˆ๋กœ ์•„๋ž˜์™€ ๊ฐ™์ด ๊ตฌ์„ฑ๋ฉ๋‹ˆ๋‹ค. Watson STT ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜ ์ œ์ž‘ Watson STT ํ…์ŠคํŠธ ๋ฐ์ดํ„ฐ ํŠธ๋ ˆ์ด๋‹ Watson STT...

๊ณ„์† ์ฝ๊ธฐ Watson STT ์˜ ์ธ์‹๋ฅ ์„ ๋†’์ด๊ธฐ ์œ„ํ•œ Watson STT ํŠธ๋ ˆ์ด๋‹ (3/3)

Watson STT ์˜ ์ธ์‹๋ฅ ์„ ๋†’์ด๊ธฐ ์œ„ํ•œ Watson STT ํŠธ๋ ˆ์ด๋‹ (2/3)

๋ณธ ์‹œ๋ฆฌ์ฆˆ๋Š” Watson STT์˜ ์ธ์‹๋ฅ ์„ ๋†’์ด๊ธฐ ์œ„ํ•œ ํŠธ๋ ˆ์ด๋‹ ๋ฐฉ๋ฒ•์„ ์„ค๋ช…ํ•˜๋Š” ์‹œ๋ฆฌ์ฆˆ๋กœ ์•„๋ž˜์™€ ๊ฐ™์ด ๊ตฌ์„ฑ๋ฉ๋‹ˆ๋‹ค. Watson STT ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜ ์ œ์ž‘ Watson STT ํ…์ŠคํŠธ ๋ฐ์ดํ„ฐ ํŠธ๋ ˆ์ด๋‹ Watson STT...

๊ณ„์† ์ฝ๊ธฐ Watson STT ์˜ ์ธ์‹๋ฅ ์„ ๋†’์ด๊ธฐ ์œ„ํ•œ Watson STT ํŠธ๋ ˆ์ด๋‹ (2/3)

๊ตฌ๊ธ€ ๊ธฐ๊ณ„ ๋ฒˆ์—ญ์„ ์œ„ํ•œ RNN์— IBM POWER9์ด ์‚ฌ์šฉ๋˜๊ณ  ์žˆ์„๊นŒ ?

์–ด์ œ๋ฐค, Forbes์ง€์— ๊ตฌ๊ธ€(Google)์ด POWER9 ํ”„๋กœ์„ธ์„œ๋ฅผ ์ž์‚ฌ ๋ฐ์ดํ„ฐ์„ผํ„ฐ์— ํ™œ์šฉํ•˜๊ณ  ์žˆ์Œ์„ ๊ณต์‹์ ์œผ๋กœ ๋ฐœํ‘œํ–ˆ๋‹ค๋Š” ๊ธฐ์‚ฌ๊ฐ€ ์‹ค๋ ธ์Šต๋‹ˆ๋‹ค. ์›๋ž˜ ์ž์‚ฌ ๋ฐ์ดํ„ฐ์„ผํ„ฐ์— ๋Œ€ํ•ด์„œ๋Š” ๊ฑฐ์˜ ๋ชจ๋“  ๊ฒƒ์„ ๋น„๋ฐ€์— ๋ถ€์น˜๋Š” ๊ตฌ๊ธ€์ด ๋’ค๋Šฆ๊ฒŒ๋‚˜๋งˆ ํŠน์ •...

๊ณ„์† ์ฝ๊ธฐ ๊ตฌ๊ธ€ ๊ธฐ๊ณ„ ๋ฒˆ์—ญ์„ ์œ„ํ•œ RNN์— IBM POWER9์ด ์‚ฌ์šฉ๋˜๊ณ  ์žˆ์„๊นŒ ?

POWER9 AC922์—์„œ HPL CUDA ๋ฒ„์ „์„ compileํ•˜๊ณ  ์ˆ˜ํ–‰ํ•˜๊ธฐ

HPL (High Performance Linpack)์„ POWER9 AC922์—์„œ CUDA๋ฅผ ์ด์šฉํ•˜์—ฌ ์ˆ˜ํ–‰ํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์ •๋ฆฌํ–ˆ์Šต๋‹ˆ๋‹ค. ์ฃผ๋กœ ์•„๋ž˜ site์˜ ๋‚ด์šฉ๋Œ€๋กœ ํ…Œ์ŠคํŠธํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค. How to compile HPL (LINPACK) ๋จผ์ € ์•„๋ž˜์™€ ๊ฐ™์ด...

๊ณ„์† ์ฝ๊ธฐ POWER9 AC922์—์„œ HPL CUDA ๋ฒ„์ „์„ compileํ•˜๊ณ  ์ˆ˜ํ–‰ํ•˜๊ธฐ

Watson STT ์˜ ์ธ์‹๋ฅ ์„ ๋†’์ด๊ธฐ ์œ„ํ•œ Watson STT ํŠธ๋ ˆ์ด๋‹ (1/3)

์ตœ๊ทผ ๋งŽ์€ ์Œ์„ฑ์ธ์‹ ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜๋“ค์ด ๊ฐœ๋ฐœ๋˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์ด๋Ÿฌํ•œ ์Œ์„ฑ์ธ์‹ ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜์—์„œ ์ธ์‹๋ฅ ์€ ์ค‘์š”ํ•œ ์ฒ™๋„์ž…๋‹ˆ๋‹ค. Watson STT์˜ ๊ฒฝ์šฐ ์ด๋Ÿฌํ•œ ์ธ์‹๋ฅ ์„ ํ–ฅ์ƒ ์‹œํ‚ฌ ์ˆ˜ ์žˆ๋Š” ํŠธ๋ ˆ์ด๋‹ ๋ฐฉ๋ฒ•์„ ์ œ๊ณตํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค....

๊ณ„์† ์ฝ๊ธฐ Watson STT ์˜ ์ธ์‹๋ฅ ์„ ๋†’์ด๊ธฐ ์œ„ํ•œ Watson STT ํŠธ๋ ˆ์ด๋‹ (1/3)

Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต – 7. ํŒ๊ฒฐ(Adjudication)

์ด ๋‹จ๊ณ„๋Š” ๋ชจ๋“  ํœด๋จผ ์• ๋…ธํ…Œ์ดํ„ฐ๊ฐ€ ์ž‘์—…์„ ๋๋‚ธ ํ›„์— ํ”„๋กœ์ ํŠธ ๋งค๋‹ˆ์ €๊ฐ€ ํ•ด๋‹น ๋ฌธ์„œ๋ฅผ Ground Truth๋กœ ์Šน๊ฒฉ์‹œํ‚ค๊ณ  ๋จธ์‹  ๋Ÿฌ๋‹ ๋ชจ๋ธ์„ ํ•™์Šต์‹œํ‚ต๋‹ˆ๋‹ค. ํ•™์Šต์‹œํ‚จ ๋ชจ๋ธ์„ Watson Natural Language Understanding์ด๋‚˜...

๊ณ„์† ์ฝ๊ธฐ Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต – 7. ํŒ๊ฒฐ(Adjudication)

Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต – 6. ํœด๋จผ ์• ๋…ธํ…Œ์ด์…˜(Human Annotation)

์ด๋ฒˆ ๋‹จ๊ณ„์—์„œ๋Š” ํœด๋จผ ์• ๋…ธํ…Œ์ดํ„ฐ(Human Annotator)๋กœ์จ ํ• ๋‹น๋œ ๋ฌธ์„œ์— ์• ๋…ธํ…Œ์ด์…˜(Annotation) ์ž‘์—…์„ ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค. ์ „์ฒด ์‹ค์Šต์€ ๋‹ค์Œ์˜ ์ˆœ์„œ๋กœ ์ง„ํ–‰๋ฉ๋‹ˆ๋‹ค. โ€ข Exercise 01: ํ”„๋กœ์ ํŠธ ์ƒ์„ฑ, ํƒ€์ž… ์‹œ์Šคํ…œ ์ƒ์„ฑ ๋ฐ ์ˆ˜์ •...

๊ณ„์† ์ฝ๊ธฐ Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต – 6. ํœด๋จผ ์• ๋…ธํ…Œ์ด์…˜(Human Annotation)

[IBM Cloud Private] Enterprise ๋ฒ„์ „ ์„ค์น˜ํ•˜๊ธฐ (2)

์•ˆ๋…•ํ•˜์„ธ์š”, ์–‘ํ˜„์ฃผ์ž…๋‹ˆ๋‹ค. ์ง€๋‚œ๋ฒˆ ํฌ์ŠคํŒ… ์—์„œ๋Š” IBM Cloud Private ์„ ์„ค์น˜ํ•˜๊ธฐ ์ „ ํ™˜๊ฒฝ์„ ๊ตฌ์„ฑํ–ˆ์Šต๋‹ˆ๋‹ค. ์ด๋ฒˆ ํฌ์ŠคํŒ…์—์„œ๋Š” ๋ณธ๊ฒฉ์ ์œผ๋กœ ์„ค์น˜๋ฅผ ์‹œ์ž‘ํ•ด๋ณด๊ฒ ์Šต๋‹ˆ๋‹ค. ๋ณธ ํฌ์ŠคํŒ…์€ IBM Cloud Private 2.1.0.1 ๋ฒ„์ „์„...

๊ณ„์† ์ฝ๊ธฐ [IBM Cloud Private] Enterprise ๋ฒ„์ „ ์„ค์น˜ํ•˜๊ธฐ (2)

Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต โ€“ 4. ์–ธ์–ด์  ๊ทœ์น™(Linguistic Rule)์„ ์‚ฌ์šฉํ•œ ์‚ฌ์ „ ์• ๋…ธํ…Œ์ด์…˜(Pre-annotation)

์ด ๋‹จ๊ณ„์—์„œ๋Š” ์–ธ์–ด ๊ทœ์น™(Linguistic Rule)์„ ์‚ฌ์šฉํ•˜์—ฌ ์‚ฌ์ „ ์• ๋…ธํ…Œ์ด์…˜์„ ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค. ์‚ฌ์ „ ์• ๋…ธํ…Œ์ด์…˜์„ ์ค‘๋ณตํ•˜์—ฌ ์ˆ˜ํ–‰ํ•˜๋Š” ๊ฒฝ์šฐ ์ด์ „ ๋‹จ๊ณ„์—์„œ ์ˆ˜ํ–‰ํ•œ ์‚ฌ์ „ ์• ๋…ธํ…Œ์ด์…˜์€ ์‚ฌ๋ผ์ง‘๋‹ˆ๋‹ค. ์ด๋ฅผ ์›ํ•˜์ง€ ์•Š๋Š” ๊ฒฝ์šฐ ์ด๋ฒˆ...

๊ณ„์† ์ฝ๊ธฐ Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต โ€“ 4. ์–ธ์–ด์  ๊ทœ์น™(Linguistic Rule)์„ ์‚ฌ์šฉํ•œ ์‚ฌ์ „ ์• ๋…ธํ…Œ์ด์…˜(Pre-annotation)