FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1327.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6169         	|500            	|  1308.4         	|  98.603         	|
run_training_batch                 	|  0.37178        	|1000           	|  371.78         	|  28.017         	|
optimizer_step_with_closure_0      	|  0.36868        	|1000           	|  368.68         	|  27.783         	|
training_step_and_backward         	|  0.266          	|1000           	|  266.0          	|  20.045         	|
get_train_batch                    	|  0.10072        	|1500           	|  151.08         	|  11.385         	|
fetch_next_train_batch             	|  0.10068        	|1500           	|  151.02         	|  11.381         	|
model_forward                      	|  0.13855        	|1000           	|  138.55         	|  10.441         	|
training_step                      	|  0.13833        	|1000           	|  138.33         	|  10.425         	|
backward                           	|  0.12596        	|1000           	|  125.96         	|  9.4919         	|
on_train_batch_end                 	|  0.0022789      	|1000           	|  2.2789         	|  0.17173        	|
zero_grad                          	|  0.001432       	|1000           	|  1.432          	|  0.10792        	|
training_batch_to_device           	|  0.00060392     	|1000           	|  0.60392        	|  0.04551        	|
on_train_epoch_end                 	|  0.00035924     	|500            	|  0.17962        	|  0.013536       	|
on_train_epoch_start               	|  0.00033819     	|500            	|  0.1691         	|  0.012743       	|
on_train_batch_start               	|  0.00010932     	|1000           	|  0.10932        	|  0.008238       	|
on_batch_start                     	|  4.2989e-05     	|1000           	|  0.042989       	|  0.0032396      	|
on_train_end                       	|  0.042077       	|1              	|  0.042077       	|  0.0031708      	|
on_after_backward                  	|  2.4094e-05     	|1000           	|  0.024094       	|  0.0018157      	|
on_pretrain_routine_start          	|  0.022155       	|1              	|  0.022155       	|  0.0016695      	|
on_before_zero_grad                	|  2.1454e-05     	|1000           	|  0.021454       	|  0.0016168      	|
on_batch_end                       	|  1.7202e-05     	|1000           	|  0.017202       	|  0.0012963      	|
on_before_backward                 	|  1.6508e-05     	|1000           	|  0.016508       	|  0.001244       	|
on_before_optimizer_step           	|  1.5402e-05     	|1000           	|  0.015402       	|  0.0011607      	|
configure_optimizers               	|  0.0098604      	|1              	|  0.0098604      	|  0.00074306     	|
training_step_end                  	|  9.0289e-06     	|1000           	|  0.0090289      	|  0.0006804      	|
on_epoch_end                       	|  1.139e-05      	|500            	|  0.0056948      	|  0.00042915     	|
on_epoch_start                     	|  1.0998e-05     	|500            	|  0.0054989      	|  0.00041439     	|
on_train_start                     	|  0.0026035      	|1              	|  0.0026035      	|  0.00019619     	|
on_fit_end                         	|  5.8495e-05     	|1              	|  5.8495e-05     	|  4.4081e-06     	|
on_fit_start                       	|  4.32e-05       	|1              	|  4.32e-05       	|  3.2555e-06     	|
on_before_accelerator_backend_setup	|  4.065e-05      	|1              	|  4.065e-05      	|  3.0633e-06     	|
setup                              	|  2.6636e-05     	|1              	|  2.6636e-05     	|  2.0072e-06     	|
on_configure_sharded_model         	|  2.332e-05      	|1              	|  2.332e-05      	|  1.7574e-06     	|
teardown                           	|  1.5149e-05     	|1              	|  1.5149e-05     	|  1.1416e-06     	|
prepare_data                       	|  1.4292e-05     	|1              	|  1.4292e-05     	|  1.077e-06      	|
on_pretrain_routine_end            	|  1.2673e-05     	|1              	|  1.2673e-05     	|  9.5505e-07     	|
configure_callbacks                	|  8.5998e-06     	|1              	|  8.5998e-06     	|  6.4807e-07     	|
on_val_dataloader                  	|  7.2233e-06     	|1              	|  7.2233e-06     	|  5.4434e-07     	|
on_train_dataloader                	|  7.1954e-06     	|1              	|  7.1954e-06     	|  5.4223e-07     	|
configure_sharded_model            	|  7.1302e-06     	|1              	|  7.1302e-06     	|  5.3732e-07     	|
