FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1133.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.22           	|500            	|  1110.0         	|  97.894         	|
run_training_batch                 	|  0.29539        	|1000           	|  295.39         	|  26.051         	|
optimizer_step_with_closure_0      	|  0.2919         	|1000           	|  291.9          	|  25.744         	|
training_step_and_backward         	|  0.22546        	|1000           	|  225.46         	|  19.884         	|
get_train_batch                    	|  0.09758        	|1500           	|  146.37         	|  12.909         	|
fetch_next_train_batch             	|  0.097535       	|1500           	|  146.3          	|  12.903         	|
model_forward                      	|  0.11701        	|1000           	|  117.01         	|  10.319         	|
training_step                      	|  0.11672        	|1000           	|  116.72         	|  10.294         	|
backward                           	|  0.10684        	|1000           	|  106.84         	|  9.4222         	|
on_train_batch_end                 	|  0.0026996      	|1000           	|  2.6996         	|  0.23809        	|
zero_grad                          	|  0.0015742      	|1000           	|  1.5742         	|  0.13884        	|
training_batch_to_device           	|  0.0007788      	|1000           	|  0.7788         	|  0.068685       	|
on_train_epoch_end                 	|  0.00043655     	|500            	|  0.21827        	|  0.01925        	|
on_train_epoch_start               	|  0.0004157      	|500            	|  0.20785        	|  0.018331       	|
on_train_batch_start               	|  0.00012031     	|1000           	|  0.12031        	|  0.01061        	|
on_batch_start                     	|  5.172e-05      	|1000           	|  0.05172        	|  0.0045613      	|
on_train_end                       	|  0.044922       	|1              	|  0.044922       	|  0.0039619      	|
on_after_backward                  	|  2.5631e-05     	|1000           	|  0.025631       	|  0.0022605      	|
on_before_zero_grad                	|  2.5116e-05     	|1000           	|  0.025116       	|  0.0022151      	|
on_pretrain_routine_start          	|  0.024884       	|1              	|  0.024884       	|  0.0021946      	|
on_before_backward                 	|  1.9822e-05     	|1000           	|  0.019822       	|  0.0017482      	|
configure_optimizers               	|  0.018653       	|1              	|  0.018653       	|  0.0016451      	|
on_batch_end                       	|  1.7804e-05     	|1000           	|  0.017804       	|  0.0015702      	|
on_before_optimizer_step           	|  1.7259e-05     	|1000           	|  0.017259       	|  0.0015222      	|
training_step_end                  	|  1.0263e-05     	|1000           	|  0.010263       	|  0.00090517     	|
on_epoch_end                       	|  1.2201e-05     	|500            	|  0.0061006      	|  0.00053803     	|
on_epoch_start                     	|  1.1304e-05     	|500            	|  0.0056522      	|  0.00049849     	|
on_train_start                     	|  0.0011839      	|1              	|  0.0011839      	|  0.00010441     	|
on_fit_end                         	|  5.6703e-05     	|1              	|  5.6703e-05     	|  5.0008e-06     	|
on_fit_start                       	|  4.4625e-05     	|1              	|  4.4625e-05     	|  3.9357e-06     	|
on_before_accelerator_backend_setup	|  3.7896e-05     	|1              	|  3.7896e-05     	|  3.3421e-06     	|
on_configure_sharded_model         	|  3.2278e-05     	|1              	|  3.2278e-05     	|  2.8467e-06     	|
setup                              	|  3.1067e-05     	|1              	|  3.1067e-05     	|  2.7399e-06     	|
on_pretrain_routine_end            	|  1.4313e-05     	|1              	|  1.4313e-05     	|  1.2623e-06     	|
teardown                           	|  1.3845e-05     	|1              	|  1.3845e-05     	|  1.221e-06      	|
configure_callbacks                	|  1.2413e-05     	|1              	|  1.2413e-05     	|  1.0947e-06     	|
on_train_dataloader                	|  1.2012e-05     	|1              	|  1.2012e-05     	|  1.0594e-06     	|
prepare_data                       	|  1.1124e-05     	|1              	|  1.1124e-05     	|  9.8104e-07     	|
on_val_dataloader                  	|  9.8646e-06     	|1              	|  9.8646e-06     	|  8.6999e-07     	|
configure_sharded_model            	|  8.0522e-06     	|1              	|  8.0522e-06     	|  7.1015e-07     	|
