[B! tensorflow] takaya030ã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯

takaya030 id:takaya030

tensorflowã«é–¢ã™ã‚‹takaya030ã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯ (4)

${{author_name}}$

{{{comment_expanded}}}

{{label}}

{{#is_bookmark}}ãƒªã‚¹ãƒˆ{{/is_bookmark}}{{^is_bookmark}}ãƒªãƒ³ã‚¯{{/is_bookmark}}

${{author_name}}$
{{author_name}}{{created}}
{{ #comment }}{{ comment }}{{ /comment }}
- {{ label }}

${{author_name}}$

{{{comment_expanded}}}

{{label}}

{{#is_bookmark}}ãƒªã‚¹ãƒˆ{{/is_bookmark}}{{^is_bookmark}}ãƒªãƒ³ã‚¯{{/is_bookmark}}

TensorFlow Recommenders ã¨ Vertex AI Matching Engine ã«ã‚ˆã‚‹ãƒ‡ã‚£ãƒ¼ãƒ— ãƒªãƒˆãƒªãƒ¼ãƒ–ã®ã‚¹ã‚±ãƒ¼ãƒªãƒ³ã‚° | Google Cloud å…¬å¼ãƒ–ãƒã‚°
TensorFlow Recommenders ã¨ Vertex AI Matching Engine ã«ã‚ˆã‚‹ãƒ‡ã‚£ãƒ¼ãƒ— ãƒªãƒˆãƒªãƒ¼ãƒ–ã®ã‚¹ã‚±ãƒ¼ãƒªãƒ³ã‚° â€»ã“ã®æŠ•ç¨¿ã¯ç±³å›½æ™‚é–“ 2023 å¹´ 4 æœˆ 20 æ—¥ã«ã€Google Cloud blog ã«æŠ•ç¨¿ã•ã‚ŒãŸã‚‚ã®ã®æŠ„è¨³ã§ã™ã€‚ ä»¥å‰ã®ãƒ–ãƒã‚°æŠ•ç¨¿ã§ã€Google Cloud ã§ãƒ¬ã‚³ãƒ¡ãƒ³ãƒ‡ãƒ¼ã‚·ãƒ§ãƒ³ ã‚·ã‚¹ãƒ†ãƒ ã‚’å®Ÿè£…ã™ã‚‹æ–¹æ³•ã¨ã—ã¦ã€ï¼ˆ1ï¼‰Recommendations AI ã«ã‚ˆã‚‹ãƒ•ãƒ«ãƒžãƒãƒ¼ã‚¸ãƒ‰ ã‚½ãƒªãƒ¥ãƒ¼ã‚·ãƒ§ãƒ³ã€ï¼ˆ2ï¼‰BigQuery ML ã§ã®è¡Œåˆ—åˆ†è§£ã€ï¼ˆ3ï¼‰Two-Tower ã‚¨ãƒ³ã‚³ãƒ¼ãƒ€ã¨ Vertex AI Matching Engine ã‚’ä½¿ç”¨ã—ãŸã‚«ã‚¹ã‚¿ãƒ ã®ãƒ‡ã‚£ãƒ¼ãƒ— ãƒªãƒˆãƒªãƒ¼ãƒ–æ‰‹æ³•ã® 3 ã¤ã‚’ç´¹ä»‹ã—ã¾ã—ãŸã€‚ã“ã®ãƒ–ãƒã‚°æŠ•ç¨¿ã§ã¯ã€3 ã¤ç›®ã®é¸æŠžè‚¢ã«ã¤ã„ã¦è©³ã—ãèª¬æ˜Žã—ã€ãƒ—ãƒ¬ã‚¤ãƒªã‚¹ãƒˆã®ãƒ¬ã‚³ãƒ¡ãƒ³ãƒ‡ãƒ¼ã‚·ãƒ§ãƒ³ ã‚·ã‚¹ãƒ†ãƒ ã‚’æ§‹ç¯‰ã™ã‚‹ãŸã‚ã« Vertex AI ã§ã‚¨ãƒ³ãƒ‰
takaya030 2023/05/11
tensorflow

vertex

ai
ãƒªãƒ³ã‚¯
Kubernetesã‹ã‚‰GPUã‚’ä½¿ã£ã¦Tensorflowã‚’å‹•ã‹ã™ - Qiita
Kubernetes 1.8ã§ã¯Î±ç‰ˆï¼ˆå®Ÿé¨“çš„ï¼‰æ©Ÿèƒ½ã¨ã—ã¦Podã‹ã‚‰GPUã‚’ä½¿ã†ã“ã¨ãŒå¯èƒ½ã«ãªã£ã¦ã„ã¾ã™ã€‚ Kubernetesã‹ã‚‰GPUã‚’ä½¿ã†ãƒ¡ãƒªãƒƒãƒˆã¯ã€ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã¨ã‚³ãƒ³ãƒ†ãƒŠãƒ»ã‚ªãƒ¼ã‚±ã‚¹ãƒˆãƒ¬ãƒ¼ã‚·ãƒ§ãƒ³ã‚’çµ„ã¿åˆã‚ã›ã‚‰ã‚Œã‚‹ã“ã¨ã§ã™ã€‚ ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã®ãƒˆãƒ¬ãƒ¼ãƒ‹ãƒ³ã‚°ãƒ•ã‚§ãƒ¼ã‚ºã§ã¯GPUã‚’ä½¿ã†ã“ã¨ã§ã‚¹ãƒ”ãƒ¼ãƒ‰ã‚¢ãƒƒãƒ—ã™ã‚‹ã®ãŒä¸€èˆ¬çš„ã§ã™ã€‚ Nvidiaã‚‚Dockerã‹ã‚‰GPUã¨CUDAã‚’ä½¿ã†ãŸã‚ã®Nvidia Dockerã‚’æä¾›ã—ã¦ãŠã‚Šã€ã‚³ãƒ³ãƒ†ãƒŠä¸Šã§GPUã‚’ä½¿ã†ã®ã¯æœ‰åŠ¹ãªæ‰‹æ®µã¨ã—ã¦åºƒã¾ã£ã¦ã„ã£ã¦ã„ã‚‹ã¨æ„Ÿã˜ã¾ã™ã€‚ Kubernetesã§ã‚‚GPUä½¿ç”¨ãŒè¦æœ›ã•ã‚Œã¦ãŠã‚Šã€ç¾åœ¨ã¯Î±ç‰ˆã¨ã—ã¦ä½¿ç”¨å¯èƒ½ã«ãªã£ã¦ã„ã¾ã™ã€‚ Kubernetesã‹ã‚‰GPUã‚’ä½¿ã†æ–¹æ³• è©³ã—ãã¯ä»¥ä¸‹ã§æ›¸ã‹ã‚Œã¦ã„ã¾ã™ãŒã€ãƒ›ã‚¹ãƒˆã‚µãƒ¼ãƒã«ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«ã—ãŸNvidia CUDAã‚„Cudnnã®ãƒ©ã‚¤ãƒ–ãƒ©ãƒªã‚’Podã«ãƒžã‚¦ãƒ³ãƒˆã—ã¦å‘¼ã³å‡ºã™ä»•çµ„ã¿ã«ãªã£ã¦ã„ã¾
takaya030 2018/06/10
kube

tensorflow

æ©Ÿæ¢°å¦ç¿’
ãƒªãƒ³ã‚¯
AmazonãŒãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã®ãƒ©ã‚¤ãƒ–ãƒ©ãƒªã€ŒDSSTNEã€ã‚’ã‚ªãƒ¼ãƒ—ãƒ³ã‚½ãƒ¼ã‚¹ã§å…¬é–‹ã€‚TensorFlowã‚ˆã‚Šã‚‚ç´„2å€é«˜é€Ÿã¨ä¸»å¼µ
Amazon.comã¯ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã‚’å®Ÿç¾ã™ã‚‹ãƒ©ã‚¤ãƒ–ãƒ©ãƒªã€ŒAmazon DSSTNEã€ï¼ˆDeep Scala ble Sparse Tensor Network Engineã®é æ–‡å—ã€èªã¿ã¯ãƒ‡ã‚¹ãƒ†ã‚£ãƒ‹ãƒ¼ï¼‰ã‚’ã‚ªãƒ¼ãƒ—ãƒ³ã‚½ãƒ¼ã‚¹ã§å…¬é–‹ã—ã¾ã—ãŸã€‚ GitHub - amznlabs/amazon-dsstne: Deep Scala ble Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models DSSTNEã¯æœ¬ç•ªç’°å¢ƒã®ãƒ¯ãƒ¼ã‚¯ãƒãƒ¼ãƒ‰ã«å¯¾å¿œã—ãŸãƒ©ã‚¤ãƒ–ãƒ©ãƒªã§ã€ä»¥ä¸‹ã®ç‰¹é•·ãŒã‚ã‚Šã¾ã™ã€‚ ãƒžãƒ«ãƒGPUã‚¹ã‚±ãƒ¼ãƒ« å¦ç¿’ã¨äºˆæ¸¬ã®ã©ã¡ã‚‰ã‚‚ã€è¤‡æ•°ã®GPUã«ã‚¹ã‚±ãƒ¼ãƒ«ã‚¢ã‚¦ãƒˆã—ã€ãƒ¬ã‚¤ãƒ¤ã”ã¨ã«ãƒ¢ãƒ‡ãƒ«ä¸¦åˆ—åŒ–ã®æ–¹æ³•ã§ï¼ˆmodel-
takaya030 2017/01/21
dsstne

aws

æ©Ÿæ¢°å¦ç¿’

tensorflow
ãƒªãƒ³ã‚¯
ç‰¹ã«ãƒ—ãƒã‚°ãƒ©ãƒžãƒ¼ã§ã‚‚ãƒ‡ãƒ¼ã‚¿ã‚µã‚¤ã‚¨ãƒ³ãƒ†ã‚£ã‚¹ãƒˆã§ã‚‚ï¿½ãªã„ã‘ã©ã€Tensorflowã‚’1ãƒ¶æœˆè§¦ã£ãŸã®ã§è¶…åˆ†ã‹ã‚Šã‚„ã™ãè§£èª¬ - Qiita
Deleted articles cannot be recovered. Draft of this article would be also deleted. Are you sure you want to delete this article? ã“ã‚Œæ›¸ãã ã‘ã§åœŸæ—¥ï¼’æ—¥é–“ã¾ã‚‹ã¾ã‚‹æ½°ã‚Œã¦ã—ã¾ã£ãŸã€‚ å¦ã‚“ã å†…å®¹ã«æ²¿ã£ã¦ã„ã‚‹ã®ã§ã€é †ã«èªã¿é€²ã‚ã‚‹ã«å¾“ã£ã¦ã‚³ãƒ¼ãƒ‰ã®è©±ã«ãªã£ã¦ã„ãã¾ã™ã€‚ Tensorflowè§¦ã£ã¦ã¿ãŸã„/ã¿ãŸã‘ã©ã€ã„ã‚ã„ã‚ã¾ã ç†è§£ã§ãã¦ãªã„ï¼ã¨ã„ã†æ–¹å‘ã‘ã«æ›¸ãã¾ã—ãŸã€‚ â€»2018å¹´10æœˆ4æ—¥è¿½è¨˜ å¤§åˆ†å¤ã„è¨˜äº‹ãªã®ã§ãƒªãƒ³ã‚¯åˆ‡ã‚Œã‚„å…¬å¼ãƒ‰ã‚ãƒ¥ãƒ¡ãƒ³ãƒˆãŒå¤§åˆ†å¤‰æ›´ã•ã‚Œã¦ã„ã‚‹å¯èƒ½æ€§ãŒé«˜ã„ã§ã™ã€‚ ã“ã®è¨˜äº‹ã®Tensorflowã¯ ver0.4~0.7ãã‚‰ã„ã ã£ãŸæ°—ãŒã™ã‚‹ã®ã§ ver2.0~ã¨ãªã‚Šãã†ãªç¾åœ¨ã¯æ–‡ç« ã®å¤§åŠãŒä½•ã‚’å‚è€ƒã«ã—ã¦ã„ã‚‹ã®ã‹åˆ†ã‹ã‚‰ãªã„ã‹ã‚‚ã—ã‚Œã¾ã›ã‚“ã€‚ #1: Deep Lea
takaya030 2016/03/07
æ©Ÿæ¢°å¦ç¿’

tensorflow
ãƒªãƒ³ã‚¯
1