FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1519.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  71.26          	|21             	|  1496.5         	|  98.477         	|
run_training_batch                 	|  0.1833         	|8000           	|  1466.4         	|  96.502         	|
training_step_and_backward         	|  0.17348        	|8000           	|  1387.8         	|  91.328         	|
model_forward                      	|  0.093683       	|8000           	|  749.47         	|  49.32          	|
training_step                      	|  0.093552       	|8000           	|  748.41         	|  49.251         	|
backward                           	|  0.079612       	|8000           	|  636.89         	|  41.912         	|
optimizer_step_with_closure_0      	|  0.23136        	|1000           	|  231.36         	|  15.225         	|
get_train_batch                    	|  0.001815       	|8021           	|  14.558         	|  0.95801        	|
fetch_next_train_batch             	|  0.001799       	|8021           	|  14.43          	|  0.94958        	|
on_train_batch_end                 	|  0.0010609      	|8000           	|  8.487          	|  0.5585         	|
training_batch_to_device           	|  0.0002131      	|8000           	|  1.7048         	|  0.11219        	|
zero_grad                          	|  0.0013094      	|1000           	|  1.3094         	|  0.08617        	|
on_train_batch_start               	|  9.053e-05      	|8000           	|  0.72424        	|  0.04766        	|
on_batch_start                     	|  1.4766e-05     	|8000           	|  0.11813        	|  0.0077737      	|
on_batch_end                       	|  1.3122e-05     	|8000           	|  0.10497        	|  0.006908       	|
on_before_backward                 	|  1.2869e-05     	|8000           	|  0.10295        	|  0.0067749      	|
on_after_backward                  	|  1.1558e-05     	|8000           	|  0.09246        	|  0.0060845      	|
training_step_end                  	|  5.6839e-06     	|8000           	|  0.045471       	|  0.0029923      	|
on_train_end                       	|  0.025257       	|1              	|  0.025257       	|  0.0016621      	|
on_pretrain_routine_start          	|  0.022538       	|1              	|  0.022538       	|  0.0014832      	|
on_before_zero_grad                	|  1.3706e-05     	|1000           	|  0.013706       	|  0.00090192     	|
on_before_optimizer_step           	|  1.1165e-05     	|1000           	|  0.011165       	|  0.00073472     	|
configure_optimizers               	|  0.0089215      	|1              	|  0.0089215      	|  0.0005871      	|
on_train_epoch_start               	|  0.00028806     	|21             	|  0.0060492      	|  0.00039808     	|
on_train_epoch_end                 	|  0.00028635     	|21             	|  0.0060133      	|  0.00039572     	|
on_train_start                     	|  0.00070423     	|1              	|  0.00070423     	|  4.6343e-05     	|
on_epoch_start                     	|  1.0756e-05     	|21             	|  0.00022588     	|  1.4865e-05     	|
on_epoch_end                       	|  1.0191e-05     	|21             	|  0.00021402     	|  1.4084e-05     	|
on_fit_end                         	|  2.1791e-05     	|1              	|  2.1791e-05     	|  1.434e-06      	|
on_before_accelerator_backend_setup	|  2.0459e-05     	|1              	|  2.0459e-05     	|  1.3464e-06     	|
on_fit_start                       	|  1.622e-05      	|1              	|  1.622e-05      	|  1.0674e-06     	|
on_configure_sharded_model         	|  1.3966e-05     	|1              	|  1.3966e-05     	|  9.1907e-07     	|
setup                              	|  1.3786e-05     	|1              	|  1.3786e-05     	|  9.0721e-07     	|
prepare_data                       	|  1.3315e-05     	|1              	|  1.3315e-05     	|  8.7623e-07     	|
on_pretrain_routine_end            	|  1.1111e-05     	|1              	|  1.1111e-05     	|  7.3118e-07     	|
teardown                           	|  1.0369e-05     	|1              	|  1.0369e-05     	|  6.8236e-07     	|
configure_callbacks                	|  7.103e-06      	|1              	|  7.103e-06      	|  4.6743e-07     	|
on_val_dataloader                  	|  4.5791e-06     	|1              	|  4.5791e-06     	|  3.0134e-07     	|
on_train_dataloader                	|  4.2391e-06     	|1              	|  4.2391e-06     	|  2.7897e-07     	|
configure_sharded_model            	|  4.2079e-06     	|1              	|  4.2079e-06     	|  2.7691e-07     	|
