update yaml and and pinned versions (#2)

Co-authored-by: Melanie Beck <[email protected]>

.project-metadata.yaml

@@ -2,20 +2,14 @@ name: Deep Learning for Question Answering
 description: Automated question answering applications using Transformer neural networks
 author: Cloudera Inc.
 specification_version: 1.0
-prototype_version: 1.0
-date: "2021-01-12"
-api_version: 1
+prototype_version: 2.0
+date: "2022-04-04"
 
 runtimes:
   - editor: Workbench
-    kernel: Python 3.6
+    kernel: Python 3.9
     edition: Standard
 
-engine_images:
-  - image_name: engine
-    tags:
-      - 14
-
 tasks:
   - type: create_job
     name: Install dependencies
@@ -27,7 +21,6 @@ tasks:
     memory: 8
     environment:
       TASK_TYPE: CREATE/RUN_JOB
-    kernel: python3
 
   - type: run_job
     entity_label: install_dependencies
@@ -44,7 +37,6 @@ tasks:
     memory: 8
     environment:
       TASK_TYPE: CREATE/RUN_JOB
-    kernel: python3
 
   - type: run_job
     entity_label: download_data_and_models
@@ -56,7 +48,6 @@ tasks:
     script: apps/launch_wikiqa.py
     environment_variables:
       TASK_TYPE: START_APPLICATION
-    kernel: python3
     cpu: 2
     memory: 8
 
@@ -66,7 +57,6 @@ tasks:
     script: apps/launch_model_explorer.py
     environment_variables:
       TASK_TYPE: START_APPLICATION
-    kernel: python3
     cpu: 1
     memory: 1
 
@@ -76,6 +66,5 @@ tasks:
     script: apps/launch_data_visualizer.py
     environment_variables:
       TASK_TYPE: START_APPLICATION
-    kernel: python3
     cpu: 1
     memory: 1

requirements.txt

@@ -1,9 +1,10 @@
-torch==1.6.0
-torchvision==0.7.0
-transformers==2.11.0
-tensorboardX==2.1
-tensorboard==2.3.0
-streamlit==0.66.0
+torch==1.11.0
+torchvision==0.12.0
+transformers==4.17.0
+tensorboardX==2.5
+tensorboard==2.8.0
+sentencepiece==0.1.96
+streamlit==1.8.1
 wikipedia==1.4.0
-rank_bm25==0.2.1
+rank_bm25==0.2.2
 -e . # installs local qa package in "edit" mode