readme

Author: codebasics

48_tf_serving/readme.md

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+To start docker container
+==========================
+```
+docker run -it -v C:\Code\deep-learning-keras-tf-tutorial\48_tf_serving:/48_tf_serving -p 8601:8601 --entrypoint /bin/bash tensorflow/serving
+```
+
+To serve only latest model
+===========================
+```
+tensorflow_model_server --rest_api_port=8601 --model_name=email_model --model_base_path=/saved_models/
+```
+
+To serve models using model config file
+========================================
+```
+tensorflow_model_server --rest_api_port=8700  --allow_version_labels_for_unavailable_models --model_config_file=/48_tf_serving/model.config.c
+```
+
+
+Postman commands
+=================
+
+To call by versions
+```
+http://localhost:8502/v1/models/email_model/versions/2:predict
+```
+
+To call by labels
+```
+http://localhost:8502/v1/models/email_model/labels/stable:predict
+```
+
+Body: raw
+```
+{
+    "instances": [
+        "Let's meet for dinner tomorrow",
+        "You are awarded a SiPix Digital Camera! call 09061221061 from landline. Delivery within 28days. T Cs Box177"
+    ]
+}
+```
+
+TF Serving Installation Instructions 
+====================================
+
+https://www.tensorflow.org/tfx/serving/docker