Path Lines of Code tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/e2e-genai-langchain.ipynb 223 tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/src/backend/deploy.yaml 33 tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/src/backend/main.py 24 tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/src/backend/model.py 56 tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/src/backend/requirements.in 8 tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/src/frontend/deploy.yaml 33 tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/src/frontend/src/index.html 11 tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/src/frontend/src/index.tsx 40 tutorials-and-examples/gpu-examples/a100-jax/kubernetes/job-patch.yaml 16 tutorials-and-examples/gpu-examples/a100-jax/kubernetes/job.yaml 28 tutorials-and-examples/gpu-examples/a100-jax/kubernetes/kustomization.yaml 78 tutorials-and-examples/gpu-examples/a100-jax/kubernetes/service.yaml 8 tutorials-and-examples/gpu-examples/a100-jax/train.py 43 tutorials-and-examples/gpu-examples/online-serving-single-gpu/src/client/tfserve_mnist_client.py 28 tutorials-and-examples/gpu-examples/online-serving-single-gpu/src/client/triton_mnist_client.py 33 tutorials-and-examples/gpu-examples/online-serving-single-gpu/src/gke-config/deployment-tfserve.yaml 53 tutorials-and-examples/gpu-examples/online-serving-single-gpu/src/gke-config/deployment-triton.yaml 55 tutorials-and-examples/gpu-examples/online-serving-single-gpu/src/gke-config/service-tfserve.yaml 17 tutorials-and-examples/gpu-examples/online-serving-single-gpu/src/gke-config/service-triton.yaml 20 tutorials-and-examples/gpu-examples/training-single-gpu/src/gke-config/standard-tensorflow-bash.yaml 34 tutorials-and-examples/gpu-examples/training-single-gpu/src/gke-config/standard-tf-mnist-batch-predict.yaml 41 tutorials-and-examples/gpu-examples/training-single-gpu/src/gke-config/standard-tf-mnist-train.yaml 41 tutorials-and-examples/gpu-examples/training-single-gpu/src/tensorflow-mnist-example/tensorflow_mnist_batch_predict.py 36 tutorials-and-examples/gpu-examples/training-single-gpu/src/tensorflow-mnist-example/tensorflow_mnist_train_distributed.py 73 tutorials-and-examples/inference-servers/jetstream/http-server/http_server.py 101 tutorials-and-examples/inference-servers/jetstream/maxtext/single-host-inference/checkpoint-job.yaml 32 tutorials-and-examples/inference-servers/jetstream/maxtext/single-host-inference/kubectl/deployment.yaml 67 tutorials-and-examples/inference-servers/jetstream/maxtext/single-host-inference/terraform/main.tf 23 tutorials-and-examples/inference-servers/jetstream/maxtext/single-host-inference/terraform/providers.tf 65 tutorials-and-examples/inference-servers/jetstream/maxtext/single-host-inference/terraform/sample-terraform.tfvars 24 tutorials-and-examples/inference-servers/jetstream/maxtext/single-host-inference/terraform/variables.tf 105 tutorials-and-examples/inference-servers/jetstream/maxtext/single-host-inference/terraform/versions.tf 16 tutorials-and-examples/inference-servers/jetstream/maxtext/single-host-inference/terraform/versions_override.tf 7 tutorials-and-examples/inference-servers/jetstream/pytorch/single-host-inference/checkpoint-job.yaml 55 tutorials-and-examples/inference-servers/jetstream/pytorch/single-host-inference/deployment.yaml 71 tutorials-and-examples/inference-servers/jetstream/pytorch/single-host-inference/pd-deployment.yaml 64 tutorials-and-examples/inference-servers/jetstream/pytorch/single-host-inference/storage.yaml 25 tutorials-and-examples/nvidia-bionemo/base/kustomization.yaml 9 tutorials-and-examples/nvidia-bionemo/base/monitoring/rbac.yaml 29 tutorials-and-examples/nvidia-bionemo/base/monitoring/tensorboard-deployment.yaml 33 tutorials-and-examples/nvidia-bionemo/base/monitoring/tensorboard-service.yaml 12 tutorials-and-examples/nvidia-bionemo/base/namespace.yaml 4 tutorials-and-examples/nvidia-bionemo/base/storage/kustomization.yaml 5 tutorials-and-examples/nvidia-bionemo/base/storage/pvcs.yaml 12 tutorials-and-examples/nvidia-bionemo/base/storage/storage-class.yaml 10 tutorials-and-examples/nvidia-bionemo/fine-tuning/inference/deployment.yaml 77 tutorials-and-examples/nvidia-bionemo/fine-tuning/inference/inference_server.py 120 tutorials-and-examples/nvidia-bionemo/fine-tuning/inference/kustomization.yaml 9 tutorials-and-examples/nvidia-bionemo/fine-tuning/job/finetuning.py 148 tutorials-and-examples/nvidia-bionemo/fine-tuning/job/job.yaml 33 tutorials-and-examples/nvidia-bionemo/fine-tuning/job/kustomization.yaml 10 tutorials-and-examples/nvidia-bionemo/pretraining/configmaps/startup-script.yaml 19 tutorials-and-examples/nvidia-bionemo/pretraining/configmaps/training-config.yaml 21 tutorials-and-examples/nvidia-bionemo/pretraining/job.yaml 41 tutorials-and-examples/nvidia-bionemo/pretraining/kustomization.yaml 7 tutorials-and-examples/nvidia-nim/blueprints/digitalhuman/digital-human-nimbp.yaml 482 tutorials-and-examples/nvidia-nim/blueprints/drugdiscovery/nim-bp-generative-virtual-screening.yaml 192 tutorials-and-examples/nvidia-nim/blueprints/drugdiscovery/nim-storage-filestore.yaml 23 tutorials-and-examples/nvidia-nim/blueprints/drugdiscovery/test-generative-virtual-screening.py 77 tutorials-and-examples/storage/parallelstore-backup-and-recovery/parallelstore-sa.yaml 5 tutorials-and-examples/storage/parallelstore-backup-and-recovery/ps-to-gcs-backup.yaml 85 tutorials-and-examples/tpu-examples/single-host-inference/jax/bert/bert_request.py 76 tutorials-and-examples/tpu-examples/single-host-inference/jax/bert/export_bert_model.py 101 tutorials-and-examples/tpu-examples/single-host-inference/jax/bert/install-bert.yaml 68 tutorials-and-examples/tpu-examples/single-host-inference/jax/bert/loadbalancer.yaml 19 tutorials-and-examples/tpu-examples/single-host-inference/jax/bert/serve-bert.yaml 42 tutorials-and-examples/tpu-examples/single-host-inference/jax/stable-diffusion/app.py 17 tutorials-and-examples/tpu-examples/single-host-inference/jax/stable-diffusion/export_stable_diffusion_model.py 86 tutorials-and-examples/tpu-examples/single-host-inference/jax/stable-diffusion/install-stable-diffusion.yaml 75 tutorials-and-examples/tpu-examples/single-host-inference/jax/stable-diffusion/loadbalancer.yaml 19 tutorials-and-examples/tpu-examples/single-host-inference/jax/stable-diffusion/serve-stable-diffusion-tpu-v4.yaml 42 tutorials-and-examples/tpu-examples/single-host-inference/jax/stable-diffusion/serve-stable-diffusion-v5e.yaml 42 tutorials-and-examples/tpu-examples/single-host-inference/jax/stable-diffusion/serve-stable-diffusion.yaml 42 tutorials-and-examples/tpu-examples/single-host-inference/jax/stable-diffusion/stable_diffusion_request.py 75 tutorials-and-examples/tpu-examples/single-host-inference/pt/densenet161/request.py 46 tutorials-and-examples/tpu-examples/single-host-inference/pvc-pv.yaml 27 tutorials-and-examples/tpu-examples/single-host-inference/tf/resnet50/export_resnet_model.py 62 tutorials-and-examples/tpu-examples/single-host-inference/tf/resnet50/request.py 51 tutorials-and-examples/tpu-examples/training/mnist-single-tpu/src/gke-config/standard-tensorflow-bash-v4.yaml 35 tutorials-and-examples/tpu-examples/training/mnist-single-tpu/src/gke-config/standard-tensorflow-bash-v5e.yaml 34 tutorials-and-examples/tpu-examples/training/mnist-single-tpu/src/gke-config/standard-tf-mnist-batch-predict-v4.yaml 40 tutorials-and-examples/tpu-examples/training/mnist-single-tpu/src/gke-config/standard-tf-mnist-batch-predict-v5e.yaml 40 tutorials-and-examples/tpu-examples/training/mnist-single-tpu/src/gke-config/standard-tf-mnist-train-v4.yaml 40 tutorials-and-examples/tpu-examples/training/mnist-single-tpu/src/gke-config/standard-tf-mnist-train-v5e.yaml 40 tutorials-and-examples/tpu-examples/training/mnist-single-tpu/src/tensorflow-mnist-example/tensorflow_mnist_batch_predict.py 35 tutorials-and-examples/tpu-examples/training/mnist-single-tpu/src/tensorflow-mnist-example/tensorflow_mnist_train_distributed.py 61 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/createdb.py 56 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/api/gemini/route.ts 53 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/api/upload/route.ts 38 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/api/weaviate/getall/route.ts 18 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/api/weaviate/route.ts 88 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/api/weaviate/search/route.ts 52 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/components/Menu.js 9 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/components/Product.tsx 263 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/createproduct/page.tsx 24 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/globals.css 23 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/layout.tsx 33 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/lib/weaviate-client.js 7 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/page.tsx 83 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/product/page.js 39 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/app/search/page.tsx 130 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/cloudbuild.yaml 14 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/next.config.mjs 5 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/postcss.config.js 6 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/tailwind.config.ts 11 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/notebook.ipynb 969 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/weaviate/demo-values.yaml 26 tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/weaviate/storage-class.yaml 9 tutorials-and-examples/workflow-orchestration/dws-examples/dws-queues.yaml 55 tutorials-and-examples/workflow-orchestration/dws-examples/dws_and_reservation.yaml 73 tutorials-and-examples/workflow-orchestration/dws-examples/job-autopilot.yaml 35 tutorials-and-examples/workflow-orchestration/dws-examples/job-without-node-selector.yaml 33 tutorials-and-examples/workflow-orchestration/dws-examples/job.yaml 35 tutorials-and-examples/workflow-orchestration/dws-multiclusters-example/dws-multi-worker.yaml 53 tutorials-and-examples/workflow-orchestration/dws-multiclusters-example/dws-multi.yaml 90 tutorials-and-examples/workflow-orchestration/dws-multiclusters-example/job-multi-dws-autopilot.yaml 39 tutorials-and-examples/workflow-orchestration/dws-multiclusters-example/prom.yaml 16 tutorials-and-examples/workflow-orchestration/dws-multiclusters-example/tf/clusters.tf 46 tutorials-and-examples/workflow-orchestration/dws-multiclusters-example/tf/outputs.tf 10 tutorials-and-examples/workflow-orchestration/dws-multiclusters-example/tf/variables.tf 23 tutorials-and-examples/workflow-orchestration/dws-multiclusters-example/tf/versions.tf 7 tutorials-and-examples/workflow-orchestration/indexed-job/mnist.py 124