Hi , I just updated rasa core version, from 0.11.3 to 0.12.2 rasa core is taking more memory after upgrading.
is this normal or am i facing any issue here, Please suggest.
when i am training , it takes 1.330 GB (as noted by top). and while running rasa core alone takes 1143020kib.
with the same training data and configurations , older version was taking less around , any way i haven’t noticed out of memory on my server vm with 2gb ram before
now i cannot run rasa-core training process and rasa-core run process at a time. same version of rasa-core(0.12.2) it takes around 900mb in windows 10 OS. why is it taking more on ubuntu. is it normal for RASA-CORE on ubuntu to take more RAM.
rasa core version : 0.12.2
OS : UBUNTU
python version : PYTHON 3.5
command i am using to run :
python3 -m rasa_core.run -d models/current/dialogue -u freeText/ -c rest --endpoints endpoints.yml --enable_api --debug --port 6005 -o rasa_core.log
Command i am using to train :
python3 -m rasa_core.train -d domain_freetext.yml -s data/stories.md -o models/current/dialogue
rasa core config:
policies:
- name: KerasPolicy
epochs: 100
max_history: 5
- name: FallbackPolicy
fallback_action_name: 'action_fallback'
- name: MemoizationPolicy
max_history: 1
- name: FormPolicy
Endpoits yml:
action_endpoint:
url: "http://localhost:5055/webhook"
Memory dump from command pmap [pid]
pmap 1107
1107: python3 -m rasa_core.run -d models/current/dialogue -u freeText/ -c rest --endpoints endpoints.yml --enable_api --debug --port 6005 -o rasa_core.log
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00007f7dd43ee000 256K rw--- [ anon ]
00007f7dd442f000 24K r-x-- _distort_image_ops.so
00007f7dd4435000 4K r---- _distort_image_ops.so
00007f7dd4436000 4K rw--- _distort_image_ops.so
00007f7dd4437000 64K r-x-- _coder_ops.so
00007f7dd4447000 4K r---- _coder_ops.so
00007f7dd4448000 4K rw--- _coder_ops.so
00007f7dd4449000 76K r-x-- fast_tensor_util.so
00007f7dd445c000 4K r---- fast_tensor_util.so
00007f7dd445d000 8K rw--- fast_tensor_util.so
00007f7dd445f000 1304K rw--- [ anon ]
00007f7dd45ab000 16K r-x-- _input_pipeline_ops.so
00007f7dd45af000 4K ----- _input_pipeline_ops.so
00007f7dd45b0000 4K r---- _input_pipeline_ops.so
00007f7dd45b1000 4K rw--- _input_pipeline_ops.so
00007f7dd45b2000 4K rw-s- lwbF3O (deleted)
00007f7dd45b3000 4K rwx-- [ anon ]
00007f7dd45b4000 28K r--s- gconv-modules.cache
00007f7dd45bb000 4K r---- ld-2.23.so
00007f7dd45bc000 4K rw--- ld-2.23.so
00007f7dd45bd000 4K rw--- [ anon ]
00007ffd8b4ac000 132K rw--- [ stack ]
00007ffd8b5fc000 8K r---- [ anon ]
00007ffd8b5fe000 8K r-x-- [ anon ]
ffffffffff600000 4K r-x-- [ anon ]
total 1143020K