benchmark

c19f8243 - update compile time benchmarks to dump compile times to stdout and csv (#145447)

update compile time benchmarks to dump compile times to stdout and csv (#145447) Summary: ```python # inductor.csv dev,name,batch_size,accuracy,calls_captured,unique_graphs,graph_breaks,unique_graph_breaks,autograd_captures,autograd_compiles,cudagraph_skips,compilation_latency cuda,cait_m36_384,8,pass,2510,1,0,0,0,0,0,87.705186 ``` ```python loading model: 0it [01:27, ?it/s] cuda eval cait_m36_384 Compilation time (from dynamo_timed): 87.705186276 # <---------------- pass TIMING: _recursive_pre_grad_passes:0.11023 pad_mm_benchmark:0.50341 _recursive_joint_graph_passes:3.88557 _recursive_post_grad_passes:6.71182 async_compile.wait:4.16914 code_gen:17.57586 inductor_compile:42.55769 backend_compile:72.47122 entire_frame_compile:87.70519 gc:0.00112 total_wall_time:87.70519 STATS: call_* op count: 2510 | FakeTensorMode.__torch_dispatch__:101743 | FakeTensor.__torch_dispatch__:12959 | ProxyTorchDispatchMode.__torch_dispatch__:41079 Dynamo produced 1 graphs covering 2510 ops with 0 graph breaks (0 unique) ``` X-link: https://github.com/pytorch/pytorch/pull/145447 Approved by: https://github.com/ezyang Reviewed By: izaitsevfb Differential Revision: D68570811 fbshipit-source-id: c7101c08a3435fa3567bce505f73eda86d056d63