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Managed – FPT Kubernetes Engine

    Triển khai ứng dụng sử dụng GPU trên Kubernetes
    Triển khai ứng dụng sử dụng GPU trên Kubernetes
    Updated on 12 Apr 2024

    Kubernetes quản lý và sử dụng resources GPU tương tự như sử dụng resources CPU. Tùy vào cấu hình GPU lựa chọn cho Worker Group để khai báo resources GPU cho ứng dụng trên Kubernetes. 

    Chú ý:  

    • Có thể chỉ định GPU limits mà không cần chỉ định requests do Kubernetes sử dụng limits làm giá trị yêu cầu mặc định.
    • Có thể chỉ định cả GPU limits và requests nhưng hai giá trị này phải bằng nhau.
    • Không thể chỉ định GPU requests mà không chỉ định limits.

    – Kiểm tra cấu hình GPU bằng lệnh sau: 

    kubectl get node  -o json | jq ‘.items[].metadata.labels‘ 

     

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 "Managed - FPT Kubernetes Engine 60")

    Ví dụ: hình trên cho thấy worker sủ dụng card Nvidia A30, cấu hình strategy: all-balanced, trạng thái: success.

    – Kiểm tra cấu hình GPU Instance trên worker chưa bằng lệnh sau: (ssh vào worker, gõ lệnh) 

    ![A screen shot of a computer Description automatically generated with low confidence](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA0MAAACwCAIAAABCTCKSAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAABqLSURBVHhe7d07eqpcG4Bh/MciFrn2CHAExsYqbTostbFLmc4GS+3SprIRRyAjyJVCnMv3rxNHQUElEfPcxY4sYbE4CO9+FwcLluOFoeeYgUciFuw/3zUDGa7/X2aRy8e8sStndMt2yrq0qlv/x9YSAAC/QZzoWhkRXd3uOCZozeLnI7k/jFUBAGiz/5m/jXE8v21hTm3B1O50Ov3FwQxfIIomXZ+wAgAAVJWO5GQ04ecCrygQE18kAcZxoeuLwd2k253s5BdRH5SocTfcz/syzhmHk50uNims0PejdIiKY3SlSZ1RcCOdSpykx9OisQsbr8bPL6YhW5YqiKPQdAUnJr/Cv561+QwsdzQIvwNTlqcWNG5SNOPsqhFDaiXLJVEyvYGmNPRHpkAoHFNtT+XcAqYidbWSZCMFNai+iSsoblJO3clNaWpful5RnZUaDwDAr1Jnq8zpUJb4rihwUvFCYaEkviiY2gzEg5nJzfSy7KjOdHW5OWWJL4/O7vkZpaZWM0vXZmYk/6SL1VRyellBsiRHk0dMNWlq3EzbjonZ5BXVLpjaVIvUsuni9OJnV0V6LEEPislTa97IjZko/UJTX5uKHNcTH80E8o+cg1qJVWZk1JtcDxYuUWXFsyisMzd3AAB+X753dTufJikh52XY3a5XoiBYrbfd3r/SwkL/enJEeQKU2ZXwrScLs5Or8bRqdRb52h/sJ3HCjc7Jer4n25lZTKn3Fu6G4dyOix1vNhBjyelFBe8bPQvjaPJqVEQoIzUdjol5eK61elYds9ux+nNY9DudpBVH9BJZwXdoRQ0SSzcY6fjCHQ3ECOrjsdI1f0p6RiVs65/6PlhNn1XDD/svNZ3MLoptI7+ro/rkFy3RGU3UCQBAY3KRnDyLZqQL4jN6YeER58lWI7pvE3vT79jv+1B/cTQTqVqdikyNKCZhEnxurOGL4zxZB/1Xz/dEnUct6A7s8NCNAqLIYKnnozuOk1iwcAGKqAvonqPQynl5Wr92hNf16EPW+mF9qu9E9GCJKuUf2cV6QuGc41DuZCAnVW540me6HJgiKb/mxQK+jje92YcOUNP5qx9SeYkKGl+mRp0AAPyyc3c8pHNZ8RVchYXVFebcatSpbzAQotxV8B12ey8vvf3rPJR/u6aC6nUeFq/P9ng7WKY7z1R+LBFHZJcKpjrFZwWrZ7UEov2yBy+6wND8qR8Q6VDOORvIFa/5Y473MbFE8C2N03mpozUvl2X6bNuiuL8IJx8/HstVXCKpoPHFatQJAMAvOxnJBZ+bgwwRxLldRAkmVVFYGBEBVXwuV/GVOCeu3hfhUAQobz1blmYm12MqxzMS0w9Vdbkxj33tD4PJ0PoOVmtrMtHxzMl2Flo9p2K5YDpPRSaO63vZfF0lKg108soq2bc63qq+VREzyT9nA40CKpR7OxPIla75Yt/yn3NjOp5YL2YdWfYlYf01ai5RMbHvpEO3m9QJAMBvEHHHUT4o6mZL371ZXCiZ68Ci6CV/MblhurnO3bsajyhG8opriskx1Tzlh3jM4naqmaXrShdkrnJP+hijK9tU4fFaUpm1WBK6ydacvUZeTCxHEeOeGTPXzkwrVAuS6bMNir9R7ZFLk9yVWTxmtCGrrPnsOooamSzVyRnl1Z28YIlqixY2alFBndUaDwDAg1HnxCQIyjOn6/QJG7hIvC/dUBN1AgBwU+euk7tOMLX7Y2umLu9PpVF0iqxqpydQpol9if0TAIDT4u6rKA9HTg4XOtqXbqCJOgEAAAAAAAAAAAAAAAAAAAAAAAAA+Ju4iRTAveG4BAClmn2eHAAAAJpDJAcAANBy5lmoaaY3I/4m3btBIYWmiEIKmyuMhxOhp8YEABQTR870gRUAfh3HJQAoRe8qAABAWxHJAQAAAAAAAAAAAAAAAAAAAAAAAAAAoCG/+9wm+RxQ3zUDAKDwPDkAKHXZU0gcVxxZ9RPXfXWAdX01ZIS+awrTh18xeCZMC6Z253llBuriYA8AAP6aSyI5198te/PXjvS6tl50eHZY9FVJpz/e2MsPgioAAICGXRDJuaPBdvy8CtRAsJpOc1k0UTTfdnv/zGA1smNVSdJ2Ksnm+Sb3F0eGTlQU5QNNRnA36XYnO/WFqSNJFMZTl9SZqtXkE5VUYVLB0dwBAAB+Sf1ITgRyh/2XGSjiuN7szCjHZMdqp784mEGjO+mtZe6vv7Ambyo8c7yPibXR2b/XtfWmoqnVsxrnEKUFTQ+tKpb6m+EujhCP61RZxuF+riZ+XT/90xFaUtifW7qCwrlrKhQ903sMAABwU1e9rcskvXT8EiXE/tsth+H4dapzdlfarlXuL/gOLfspCptsS8dawWr6XGk22cmP6nRE5LmdT3WWUVSqPqQLg9X75hBVUHvuAAAADbkqkpNJr/HWDMTXyXU6dtT3eq3jzF4wfR1verMP1cV55g6HpCd0OTBFQmG2sDiFOFjqyXXXbe/fqbmrpOLFt2sAAABcoH4kt1rXvgjupmQuzLZVX2w4OXFjRbonNA43yxQuUSo2lVSYVnXuAAAAzbsgJydCucEyui/AeVJ/CsmYb/high3HO3d9XSWO53vxLQm2FX6nk3/dXjS3yLf8x3FHqZzcsWA63w5mplrH1R9EYSpUc1wx25Nz5zo5AADw4y7pXV0998f72Yfudhxai/eyPkUx4qanx/vvY7g/cfGcvuJuN+maHs3SkCiYvlujaNbhODVrGY/Z+lo9NbUaXsrhj6f9mZycauhMTfsx+v7Srcy0frT+FLMqnzsAAMCvU0/pyOW1AOA3cVwCgFJX3fEAAAAAAAAAAAAAAAAAAEC7cGUxbkY9mEVI71GyLL4xORrh7DOeUcnjrk+OSwBQ6rI7HhxXHFn1KUO/Rz55Wb1k3kIvCtOHXzF4/fPW1IySam5SJ3IKt2Zt7tskHMtHKtuph8/IV2HEb8JQ78Wo8NzmepJ4RrooAGhB4FC0jZpZnzdAIAYAzbkkknP93bI3l2+hV++Rf9GhVPxGhP54Yy8bff3BYMZpoWHXb03nyTaffpiOZ0Q4s5VxZDqMfDA/+IsDANytCyI5dzTYjqM3qwar6TT3fFxRNG/yhV6H7daavGUzcUmGQv/fXyYBBJms0C9fTaUE4texmnwiTslsTblazQqV68+saj2cWpsqK5Y85tmse1UqVcii3nobqaRQXGeqofGyRPNRe5J8za5+yHTU2PwOJpTUmWl8ks1scq8794sraLxUoZ1yGSv/jgpXSMn6BADcSv1ITgRyp9+65bje7BYv5iq1f1dv10qdk9S7/HV6YjPc6ZNFN5zb/YU1GO5fO+PktWGuvxvu5zKZ0Z9b0bgold+aXbVCFZnuUm+3latTrM345WYqK9ZfHHRWLEqLxaVnNbKNupPeWjZc7BPm/wHpN/O+rq031Xq1J4lWRgkv0xVcsIMJx3WmGy8qffr3E3vduV9cYeMrtfOl5u/oeIWUrE8AwK1c9WRg8399fRSP/tP93245DE+8mOsWVu8LK36ja0bwHVr2k/xGntnkkHw56tfexA+OOOVt51OVUAxW75uDHhd55VtTrL5kwHkZdrdruToD+ZbdmyRim9pGup2pPUSyLR3DBKvpc6VdNjv5UZ3pxstK1YeGlqj+L652O3u9mr+jwpUMAGjQVZGc/P92fHl1fNVOp2NHfa+NUe+3T/Wwxj09/y1Pvixf0l1+kuz0aa4XuNVKt+ZR6iddcLOTdwPb6DhnFUxfx5ve7EPtOZl+x2PFO9hxnUJhYSNLVPUXV6PxuXbaJ651LFqi4joBAA2qH8ndLPdyHdGMwcx7Up/T3WRnb9xLnf8kenuulN4ZZN7mFn5qG8lMnG2rTt8w7hsuUGsHK/x1/OJeV9b4Ku183ZjyY/yOAOA+XJCTkzHUMrpG2tGxVCEZ88V9oI537vq6mmQP62SS5Bi+5T+OOzqZk1O5vPiU7bi+l+T1UF/wuTkMRnJfkGv+wu37tT+ko4of20aOJ6o2s7HsXBja7eV776vuYPJ/GLpax9Uffnivy61PJd/4iu180R+P1F+i4/UJALiJS3pXV8/98X72oTtWhtbivey/42LETU+P99/HcH/ji+fkySj5ZC/lRUMfT/szKZNMm0brT1IJVwmmrwtrJlb9bmYtTm5ffVHlLr6jNbnqX2++VNl120jfI7sc6Pmc6DUNpu/WKNqNw3FqN1Yt0lehqSbV3sHkGpFt//7Sa+RH97rc+ixpfKV2fqrSIrWWKL8+AQCNUQ8S4P/OAO4IxyUAKHXVHQ8AAAAAAAAAAAAAAAAAALQLVxYDuIa8d/jWd6hyXAKAUtzxgGvI03ZCn22TF7bLl6vHT2y7P61uvGx+9OqGTFOvjHqqTl4yd/nIEZvnBAPAzyGSwzXUa/HlqwPUy/LNu/KTFwC8rnvLW78v/nZa3fjUG/BlU63Ry0+29HfnDgAoRS8GLuD66f40MZTaibJDd6idjS9smSjMMMuVFGcmkT92P86sia9KJi9Qsl7iJGd2haYkU8U5PdGGs2uY4xIAlCInh2YVvTuqNe638bJlkw/PdZxUgLN67sh3yB6irKLp5FTFUn8zzCYZu4Ph/lV/Z0+DksklFaMlkxbO3SQ5RQVmUElmLsoPm0+d+Exyev25lWsUAKAOIjk0K/gOzacWut/Gi6CpPw6Hs91OvgSrSl5LkItjP6XH3M4veoNe/bnL9/iHY9OD7XizgZjzSg4Eq/fNIdsoAEANRHJolvNkm08tdNeND1bPtrzQr9Mfb+zkffbHkpsTlrnX/x/2X+bTGSrblrmPofLcJdffiTguM71++660m3Tbm7UFgF9HJIdm/et1K8cLd6cdjQ9W0/m2NB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"Managed - FPT Kubernetes Engine 61")

    Ví dụ triển khai ứng dụng sử dụng GPU:

    • Với strategy: single, tài nguyên GPU được khai báo như sau:
    1. Cú pháp:
    nvidia.com/gpu: [số-lượng-gpu]

     

    1. Ví dụ:
    nvidia.com/gpu: 1
    (Với strategy single, card GPU chia được chia nhỏ thành các instance bằng nhau) 

     

    1. Ví dụ deployment sử dụng gpu single strategy 
    apiVersion: apps/v1 
    kind: Deployment 
    metadata: 
      name: example-gpu-app 
    spec: 
      replicas: 1 
      selector: 
        matchLabels: 
          component: gpu-app 
      template: 
        metadata: 
          labels: 
            component: gpu-app 
        spec: 
          containers: 
            – name: gpu-container 
              securityContext: 
                capabilities: 
                  add: 
                    – SYS\_ADMIN 
              resources: 
                limits: 
                  nvidia.com/gpu: 1 
              image: nvidia/samples:dcgmproftester-2.0.10-cuda11.0-ubuntu18.04 
              command: [“/bin/sh”, “-c”] 
              args: 
                – while true; do /usr/bin/dcgmproftester11 –no-dcgm-validation -t 1004 -d 300; sleep 30; done  

     

    • Với strategy: mixed, tài nguyên GPU được khai báo như sau:
    1. Cú pháp:  
    nvidia.com/[mig-profile]: [số-lượng-gpu]

     

    1. Ví dụ:  
    
    nvidia.com/mig-1g.6gb: 2
    (Với strategy mixed, card GPU chia được chia nhỏ thành 2 loại instance nên khi khai báo resources cần chỉ rõ loại instance sử dụng) 

     

    1. Ví dụ deployment sử dụng gpu mixed strategy 
    apiVersion: apps/v1 
    kind: Deployment 
    metadata: 
      name: example-gpu-app 
    spec: 
      replicas: 1 
      selector: 
        matchLabels: 
          component: gpu-app 
      template: 
        metadata: 
          labels: 
            component: gpu-app 
        spec: 
          containers: 
            – name: gpu-container 
              securityContext: 
                capabilities: 
                  add: 
                    – SYS\_ADMIN 
              resources: 
                limits: 
                  nvidia.com/mig-1g.6gb: 1 
              image: nvidia/samples:dcgmproftester-2.0.10-cuda11.0-ubuntu18.04 
              command: [“/bin/sh”, “-c”] 
              args: 
                – while true; do /usr/bin/dcgmproftester11 –no-dcgm-validation -t 1004 -d 300; sleep 30; done  

     

    • Với none strategy, tài nguyên GPU được khai báo như sau:
    1. Cú pháp: 
    
    nvidia.com/gpu: 1
    (Với none strategy, pod sẽ dùng toàn bộ tài nguyên của một card GPU) 
    1. Ví dụ deployment sử dụng gpu none strategy 
    apiVersion: apps/v1 
    kind: Deployment 
    metadata: 
      name: example-gpu-app 
    spec: 
      replicas: 1 
      selector: 
        matchLabels: 
          component: gpu-app 
      template: 
        metadata: 
          labels: 
            component: gpu-app 
        spec: 
          containers: 
            – name: gpu-container 
              securityContext: 
                capabilities: 
                  add: 
                    – SYS\_ADMIN 
              resources: 
                limits: 
                  nvidia.com/gpu: 1 
              image: nvidia/samples:dcgmproftester-2.0.10-cuda11.0-ubuntu18.04 
              command: [“/bin/sh”, “-c”] 
              args: 
                – while true; do /usr/bin/dcgmproftester11 –no-dcgm-validation -t 1004 -d 300; sleep 30; done