Interop of RemoteGraph w core lib #583
nfcamposAnnotations
1 warning and 2 notices
|
benchmark
The following actions use a deprecated Node.js version and will be forced to run on node20: actions/cache@v3. For more info: https://github.blog/changelog/2024-03-07-github-actions-all-actions-will-run-on-node20-instead-of-node16-by-default/
|
|
Benchmark results:
libs/langgraph/langgraph/graph/graph.py#L1
.........................................
fanout_to_subgraph_10x: Mean +- std dev: 48.7 ms +- 0.9 ms
.........................................
fanout_to_subgraph_10x_sync: Mean +- std dev: 47.4 ms +- 4.2 ms
.........................................
fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 77.0 ms +- 1.8 ms
.........................................
fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 84.1 ms +- 1.4 ms
.........................................
fanout_to_subgraph_100x: Mean +- std dev: 468 ms +- 11 ms
.........................................
fanout_to_subgraph_100x_sync: Mean +- std dev: 423 ms +- 5 ms
.........................................
fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 791 ms +- 47 ms
.........................................
fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 825 ms +- 17 ms
.........................................
react_agent_10x: Mean +- std dev: 28.9 ms +- 0.6 ms
.........................................
react_agent_10x_sync: Mean +- std dev: 22.5 ms +- 1.9 ms
.........................................
react_agent_10x_checkpoint: Mean +- std dev: 47.2 ms +- 3.2 ms
.........................................
react_agent_10x_checkpoint_sync: Mean +- std dev: 37.2 ms +- 3.1 ms
.........................................
react_agent_100x: Mean +- std dev: 325 ms +- 13 ms
.........................................
react_agent_100x_sync: Mean +- std dev: 262 ms +- 14 ms
.........................................
react_agent_100x_checkpoint: Mean +- std dev: 922 ms +- 13 ms
.........................................
react_agent_100x_checkpoint_sync: Mean +- std dev: 839 ms +- 10 ms
.........................................
wide_state_25x300: Mean +- std dev: 18.2 ms +- 0.4 ms
.........................................
wide_state_25x300_sync: Mean +- std dev: 10.9 ms +- 0.1 ms
.........................................
wide_state_25x300_checkpoint: Mean +- std dev: 273 ms +- 4 ms
.........................................
wide_state_25x300_checkpoint_sync: Mean +- std dev: 262 ms +- 3 ms
.........................................
wide_state_15x600: Mean +- std dev: 21.2 ms +- 0.4 ms
.........................................
wide_state_15x600_sync: Mean +- std dev: 12.5 ms +- 0.2 ms
.........................................
wide_state_15x600_checkpoint: Mean +- std dev: 471 ms +- 6 ms
.........................................
wide_state_15x600_checkpoint_sync: Mean +- std dev: 471 ms +- 15 ms
.........................................
wide_state_9x1200: Mean +- std dev: 21.0 ms +- 0.4 ms
.........................................
wide_state_9x1200_sync: Mean +- std dev: 12.5 ms +- 0.1 ms
.........................................
wide_state_9x1200_checkpoint: Mean +- std dev: 306 ms +- 7 ms
.........................................
wide_state_9x1200_checkpoint_sync: Mean +- std dev: 300 ms +- 12 ms
|
|
Comparison against main:
libs/langgraph/langgraph/graph/graph.py#L1
+-----------------------------------------+---------+-----------------------+
| Benchmark | main | changes |
+=========================================+=========+=======================+
| fanout_to_subgraph_100x_sync | 434 ms | 423 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x | 475 ms | 468 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200 | 21.3 ms | 21.0 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300 | 18.4 ms | 18.2 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 833 ms | 825 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint | 928 ms | 922 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_sync | 12.6 ms | 12.5 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_sync | 12.5 ms | 12.5 ms: 1.00x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint | 76.5 ms | 77.0 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x | 48.1 ms | 48.7 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint_sync | 827 ms | 839 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint_sync | 461 ms | 471 ms: 1.02x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_checkpoint_sync | 293 ms | 300 ms: 1.03x slower |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_sync | 46.0 ms | 47.4 ms: 1.03x slower |
+-----------------------------------------+---------+-----------------------+
| Geometric mean | (ref) | 1.00x faster |
+-----------------------------------------+---------+-----------------------+
Benchmark hidden because not significant (14): react_agent_10x_checkpoint_sync, react_agent_10x_checkpoint, fanout_to_subgraph_100x_checkpoint, react_agent_10x, react_agent_100x, fanout_to_subgraph_10x_checkpoint_sync, wide_state_15x600, wide_state_15x600_checkpoint, wide_state_9x1200_checkpoint, wide_state_25x300_sync, wide_state_25x300_checkpoint_sync, wide_state_25x300_checkpoint, react_agent_100x_sync, react_agent_10x_sync
|