......................................... fanout_to_subgraph_10x: Mean +- std dev: 59.8 ms +- 1.1 ms ......................................... WARNING: the benchmark result may be unstable * the standard deviation (6.10 ms) is 11% of the mean (56.3 ms) Try to rerun the benchmark with more runs, values and/or loops. Run 'python -m pyperf system tune' command to reduce the system jitter. Use pyperf stats, pyperf dump and pyperf hist to analyze results. Use --quiet option to hide these warnings. fanout_to_subgraph_10x_sync: Mean +- std dev: 56.3 ms +- 6.1 ms ......................................... fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 76.2 ms +- 1.5 ms ......................................... fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 80.6 ms +- 0.7 ms ......................................... fanout_to_subgraph_100x: Mean +- std dev: 538 ms +- 8 ms ......................................... fanout_to_subgraph_100x_sync: Mean +- std dev: 501 ms +- 6 ms ......................................... fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 797 ms +- 37 ms ......................................... fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 798 ms +- 15 ms ......................................... react_agent_10x: Mean +- std dev: 38.9 ms +- 0.8 ms ......................................... react_agent_10x_sync: Mean +- std dev: 30.6 ms +- 0.6 ms ......................................... react_agent_10x_checkpoint: Mean +- std dev: 54.4 ms +- 1.2 ms ......................................... react_agent_10x_checkpoint_sync: Mean +- std dev: 44.5 ms +- 3.4 ms ......................................... react_agent_100x: Mean +- std dev: 429 ms +- 13 ms ......................................... react_agent_100x_sync: Mean +- std dev: 348 ms +- 14 ms ......................................... react_agent_100x_checkpoint: Mean +- std dev: 927 ms +- 13 ms ......................................... react_agent_100x_checkpoint_sync: Mean +- std dev: 845 ms +- 30 ms ......................................... wide_state_25x300: Mean +- std dev: 20.2 ms +- 0.3 ms ......................................... wide_state_25x300_sync: Mean +- std dev: 12.6 ms +- 0.1 ms ......................................... wide_state_25x300_checkpoint: Mean +- std dev: 238 ms +- 8 ms ......................................... wide_state_25x300_checkpoint_sync: Mean +- std dev: 229 ms +- 7 ms ......................................... wide_state_15x600: Mean +- std dev: 23.5 ms +- 0.3 ms ......................................... wide_state_15x600_sync: Mean +- std dev: 14.6 ms +- 0.3 ms ......................................... wide_state_15x600_checkpoint: Mean +- std dev: 414 ms +- 11 ms ......................................... wide_state_15x600_checkpoint_sync: Mean +- std dev: 405 ms +- 12 ms ......................................... wide_state_9x1200: Mean +- std dev: 23.4 ms +- 0.4 ms ......................................... wide_state_9x1200_sync: Mean +- std dev: 14.5 ms +- 0.2 ms ......................................... wide_state_9x1200_checkpoint: Mean +- std dev: 267 ms +- 8 ms ......................................... wide_state_9x1200_checkpoint_sync: Mean +- std dev: 256 ms +- 8 ms

+-----------------------------------------+---------+-----------------------+ | Benchmark | main | changes | +=========================================+=========+=======================+ | fanout_to_subgraph_100x | 544 ms | 538 ms: 1.01x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_9x1200_checkpoint | 265 ms | 267 ms: 1.01x slower | +-----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_10x_checkpoint | 75.5 ms | 76.2 ms: 1.01x slower | +-----------------------------------------+---------+-----------------------+ | wide_state_25x300_checkpoint | 235 ms | 238 ms: 1.01x slower | +-----------------------------------------+---------+-----------------------+ | react_agent_100x_checkpoint | 915 ms | 927 ms: 1.01x slower | +-----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_100x_sync | 492 ms | 501 ms: 1.02x slower | +-----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_100x_checkpoint_sync | 782 ms | 798 ms: 1.02x slower | +-----------------------------------------+---------+-----------------------+ | react_agent_100x_sync | 340 ms | 348 ms: 1.02x slower | +-----------------------------------------+---------+-----------------------+ | react_agent_100x | 420 ms | 429 ms: 1.02x slower | +-----------------------------------------+---------+-----------------------+ | react_agent_100x_checkpoint_sync | 825 ms | 845 ms: 1.02x slower | +-----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_10x | 58.3 ms | 59.8 ms: 1.03x slower | +-----------------------------------------+---------+-----------------------+ | react_agent_10x_sync | 29.6 ms | 30.6 ms: 1.03x slower | +-----------------------------------------+---------+-----------------------+ | react_agent_10x_checkpoint | 52.7 ms | 54.4 ms: 1.03x slower | +-----------------------------------------+---------+-----------------------+ | react_agent_10x_checkpoint_sync | 42.2 ms | 44.5 ms: 1.05x slower | +-----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_100x_checkpoint | 743 ms | 797 ms: 1.07x slower | +-----------------------------------------+---------+-----------------------+ | Geometric mean | (ref) | 1.01x slower | +-----------------------------------------+---------+-----------------------+ Benchmark hidden because not significant (13): wide_state_25x300, wide_state_9x1200, wide_state_9x1200_sync, wide_state_15x600_sync, react_agent_10x, wide_state_15x600_checkpoint, fanout_to_subgraph_10x_checkpoint_sync, wide_state_25x300_checkpoint_sync, wide_state_15x600, wide_state_25x300_sync, wide_state_15x600_checkpoint_sync, wide_state_9x1200_checkpoint_sync, fanout_to_subgraph_10x_sync