transformers/examples/metrics-monitoring/docker-compose.yml
Arthur 211f2b0875
Add CB (#38085)
* stash for now

* initial commit

* small updated

* up

* up

* works!

* nits and fixes

* don't loop too much

* finish working example

* update

* fix the small freeblocks issue

* feat: stream inputs to continuous batch

* fix: update attn from `eager` to `sdpa`

* refactor: fmt

* refactor: cleanup unnecessary code

* feat: add `update` fn to `PagedAttentionCache`

* feat: broken optimal block size computation

* fix: debugging invalid cache logic

* fix: attention mask

* refactor: use custom prompts for example

* feat: add streaming output

* fix: prefill split

refactor: add doc strings and unsound/redundant logic
fix: compute optimal blocks logic

* fix: send decoded tokens when `prefilling_split` -> `decoding`

* refactor: move logic to appropriate parent class

* fix: remove truncation as we split prefilling anyways

refactor: early return when we have enough selected requests

* feat: add paged attention forward

* push Ggraoh>

* add paged sdpa

* update

* btter mps defaults

* feat: add progress bar for `generate_batch`

* feat: add opentelemetry metrics (ttft + batch fill %age)

* feat: add tracing

* Add cuda graphs (#38059)

* draft cudagraphs addition

* nits

* styling

* update

* fix

* kinda draft of what it should look like

* fixes

* lol

* not sure why inf everywhere

* can generate but output is shit

* some fixes

* we should have a single device synch

* broken outputs but it does run

* refactor

* updates

* updates with some fixes

* fix mask causality

* another commit that casts after

* add error

* simplify example

* update

* updates

* revert llama changes

* fix merge conflicts

* fix: tracing and metrics

* my updates

* update script default values

* fix block allocation issue

* fix prefill split attnetion mask

* no bugs

* add paged eager

* fix

* update

* style

* feat: add pytorch traces

* fix

* fix

* refactor: remove pytorch profiler data

* style

* nits

* cleanup

* draft test file

* fix

* fix

* fix paged and graphs

* small renamings

* cleanups and push

* refactor: move tracing and metrics logic to utils

* refactor: trace more blocks of code

* nits

* nits

* update

* to profile or not to profile

* refactor: create new output object

* causal by default

* cleanup but generations are still off for IDK what reason

* simplifications but not running still

* this does work.

* small quality of life updates

* nits

* updaet

* fix the scheduler

* fix warning

* ol

* fully fixed

* nits

* different generation parameters

* nice

* just style

* feat: add cache memory usage

* feat: add kv cache free memory

* feat: add active/waiting count & req latency

* do the sampling

* fix: synchronize CUDA only if available and improve error handling in ContinuousBatchingManager

* fix on mps

* feat: add dashboard & histogram buckets

* perf: improve waiting reqs data structures

* attempt to compile, but we should only do it on mps AFAIK

* feat: decouple scheduling logic

* just a draft

* c;eanup and fixup

* optional

* style

* update

* update

* remove the draft documentation

* fix import as well

* update

* fix the test

* style doomed

---------

Co-authored-by: Luc Georges <luc.sydney.georges@gmail.com>
2025-05-22 17:43:48 +02:00

56 lines
1.8 KiB
YAML

services:
memcached:
image: memcached:1.6.29
container_name: memcached
ports:
- "11211:11211"
environment:
- MEMCACHED_MAX_MEMORY=64m # Set the maximum memory usage
- MEMCACHED_THREADS=4 # Number of threads to use
prometheus:
image: prom/prometheus:latest
command:
- "--config.file=/etc/prometheus/prometheus.yml"
- --web.enable-otlp-receiver # Enable OTLP receiver
- --web.enable-remote-write-receiver
- --enable-feature=exemplar-storage
- --enable-feature=native-histograms
volumes:
- ./prometheus.yml:/etc/prometheus/prometheus.yml
ports:
- "9090:9090"
tempo:
image: grafana/tempo:latest
command: [ "-config.file=/etc/tempo.yaml" ]
volumes:
- ./tempo.yaml:/etc/tempo.yaml
ports:
- "14268:14268" # jaeger ingest
- "3200:3200" # tempo
- "9095:9095" # tempo grpc
- "4317:4317" # otlp grpc
- "4318:4318" # otlp http
- "9411:9411" # zipkin
depends_on:
- memcached
grafana:
image: grafana/grafana:latest
volumes:
- ./continuous-batching-dashboard.json:/etc/grafana/provisioning/dashboards/continuous-batching-dashboard.json
- ./grafana-dashboard.yaml:/etc/grafana/provisioning/dashboards/grafana-dashboard.yaml
- ./grafana-datasources.yaml:/etc/grafana/provisioning/datasources/datasources.yaml
environment:
- GF_AUTH_ANONYMOUS_ENABLED=true
- GF_AUTH_ANONYMOUS_ORG_ROLE=Admin
- GF_AUTH_DISABLE_LOGIN_FORM=true
- GF_FEATURE_TOGGLES_ENABLE=traceqlEditor metricsSummary
- GF_INSTALL_PLUGINS=https://storage.googleapis.com/integration-artifacts/grafana-exploretraces-app/grafana-exploretraces-app-latest.zip;grafana-traces-app
ports:
- "3000:3000"
depends_on:
- prometheus
- tempo