FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  730.67         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5547         	|200            	|  710.93         	|  97.299         	|
run_training_batch                 	|  0.30723        	|1000           	|  307.23         	|  42.048         	|
optimizer_step_with_closure_0      	|  0.30303        	|1000           	|  303.03         	|  41.472         	|
training_step_and_backward         	|  0.23439        	|1000           	|  234.39         	|  32.079         	|
model_forward                      	|  0.11766        	|1000           	|  117.66         	|  16.103         	|
training_step                      	|  0.11739        	|1000           	|  117.39         	|  16.065         	|
backward                           	|  0.11503        	|1000           	|  115.03         	|  15.744         	|
get_train_batch                    	|  0.062276       	|1200           	|  74.731         	|  10.228         	|
fetch_next_train_batch             	|  0.062242       	|1200           	|  74.691         	|  10.222         	|
on_train_batch_end                 	|  0.0026298      	|1000           	|  2.6298         	|  0.35991        	|
zero_grad                          	|  0.0016514      	|1000           	|  1.6514         	|  0.22601        	|
training_batch_to_device           	|  0.00045779     	|1000           	|  0.45779        	|  0.062653       	|
on_train_batch_start               	|  0.00010938     	|1000           	|  0.10938        	|  0.01497        	|
configure_optimizers               	|  0.078712       	|1              	|  0.078712       	|  0.010773       	|
on_train_epoch_end                 	|  0.00034889     	|200            	|  0.069778       	|  0.0095498      	|
on_train_epoch_start               	|  0.00034293     	|200            	|  0.068585       	|  0.0093866      	|
on_train_end                       	|  0.051437       	|1              	|  0.051437       	|  0.0070396      	|
on_batch_start                     	|  3.3475e-05     	|1000           	|  0.033475       	|  0.0045813      	|
on_after_backward                  	|  3.0582e-05     	|1000           	|  0.030582       	|  0.0041854      	|
on_pretrain_routine_start          	|  0.023127       	|1              	|  0.023127       	|  0.0031652      	|
on_before_zero_grad                	|  2.245e-05      	|1000           	|  0.02245        	|  0.0030725      	|
on_batch_end                       	|  1.9077e-05     	|1000           	|  0.019077       	|  0.0026109      	|
on_before_optimizer_step           	|  1.6102e-05     	|1000           	|  0.016102       	|  0.0022038      	|
on_before_backward                 	|  1.3781e-05     	|1000           	|  0.013781       	|  0.001886       	|
training_step_end                  	|  9.8189e-06     	|1000           	|  0.0098189      	|  0.0013438      	|
on_epoch_end                       	|  1.2329e-05     	|200            	|  0.0024657      	|  0.00033746     	|
on_epoch_start                     	|  1.1866e-05     	|200            	|  0.0023731      	|  0.00032479     	|
on_train_start                     	|  0.0010971      	|1              	|  0.0010971      	|  0.00015014     	|
on_fit_end                         	|  6.4099e-05     	|1              	|  6.4099e-05     	|  8.7726e-06     	|
on_fit_start                       	|  4.1373e-05     	|1              	|  4.1373e-05     	|  5.6623e-06     	|
on_before_accelerator_backend_setup	|  3.3952e-05     	|1              	|  3.3952e-05     	|  4.6467e-06     	|
on_pretrain_routine_end            	|  3.192e-05      	|1              	|  3.192e-05      	|  4.3686e-06     	|
setup                              	|  2.5649e-05     	|1              	|  2.5649e-05     	|  3.5103e-06     	|
on_configure_sharded_model         	|  2.3488e-05     	|1              	|  2.3488e-05     	|  3.2146e-06     	|
teardown                           	|  1.7677e-05     	|1              	|  1.7677e-05     	|  2.4192e-06     	|
prepare_data                       	|  1.3115e-05     	|1              	|  1.3115e-05     	|  1.7949e-06     	|
configure_callbacks                	|  8.2124e-06     	|1              	|  8.2124e-06     	|  1.124e-06      	|
on_val_dataloader                  	|  8.1714e-06     	|1              	|  8.1714e-06     	|  1.1183e-06     	|
configure_sharded_model            	|  8.1677e-06     	|1              	|  8.1677e-06     	|  1.1178e-06     	|
on_train_dataloader                	|  7.4022e-06     	|1              	|  7.4022e-06     	|  1.0131e-06     	|
