Hi @duncanwp,
Here’s a graph of the app’s memory usage over the past month:
In terms of errors, I see the following:
Traceback (most recent call last):
File "/home/appuser/venv/lib/python3.10/site-packages/streamlit/runtime/legacy_caching/caching.py", line 590, in get_or_create_cached_value
return_value = _read_from_cache(
File "/home/appuser/venv/lib/python3.10/site-packages/streamlit/runtime/legacy_caching/caching.py", line 350, in _read_from_cache
raise e
File "/home/appuser/venv/lib/python3.10/site-packages/streamlit/runtime/legacy_caching/caching.py", line 335, in _read_from_cache
return _read_from_mem_cache(
File "/home/appuser/venv/lib/python3.10/site-packages/streamlit/runtime/legacy_caching/caching.py", line 252, in _read_from_mem_cache
raise CacheKeyNotFoundError("Key not found in mem cache")
streamlit.runtime.legacy_caching.caching.CacheKeyNotFoundError: Key not found in mem cache
Traceback (most recent call last):
File "/home/appuser/venv/lib/python3.10/site-packages/streamlit/runtime/scriptrunner/script_runner.py", line 564, in _run_script
exec(code, module.__dict__)
File "/app/climatebench-app/streamlit_app.py", line 151, in <module>
main()
File "/app/climatebench-app/streamlit_app.py", line 88, in main
temperature, uncertainty = climatebench_gp(co2, ch4, so2, bc)
File "/app/climatebench-app/streamlit_app.py", line 130, in climatebench_gp
model = load_model("climatebench_webapp")
File "/home/appuser/venv/lib/python3.10/site-packages/streamlit/runtime/legacy_caching/caching.py", line 624, in wrapped_func
return get_or_create_cached_value()
File "/home/appuser/venv/lib/python3.10/site-packages/streamlit/runtime/legacy_caching/caching.py", line 608, in get_or_create_cached_value
return_value = non_optional_func(*args, **kwargs)
File "/app/climatebench-app/streamlit_app.py", line 128, in load_model
loaded_model = tf.saved_model.load(model_path)
File "/home/appuser/venv/lib/python3.10/site-packages/tensorflow/python/saved_model/load.py", line 828, in load
result = load_partial(export_dir, None, tags, options)["root"]
File "/home/appuser/venv/lib/python3.10/site-packages/tensorflow/python/saved_model/load.py", line 933, in load_partial
loader_impl.parse_saved_model_with_debug_info(export_dir))
File "/home/appuser/venv/lib/python3.10/site-packages/tensorflow/python/saved_model/loader_impl.py", line 57, in parse_saved_model_with_debug_info
saved_model = parse_saved_model(export_dir)
File "/home/appuser/venv/lib/python3.10/site-packages/tensorflow/python/saved_model/loader_impl.py", line 115, in parse_saved_model
raise IOError(
OSError: SavedModel file does not exist at: climatebench_webapp/{saved_model.pbtxt|saved_model.pb}