FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  356.87         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.463         	|25             	|  336.57         	|  94.311         	|
run_training_batch                 	|  0.28286        	|1000           	|  282.86         	|  79.261         	|
optimizer_step_with_closure_0      	|  0.27962        	|1000           	|  279.62         	|  78.353         	|
training_step_and_backward         	|  0.21663        	|1000           	|  216.63         	|  60.703         	|
backward                           	|  0.10811        	|1000           	|  108.11         	|  30.293         	|
model_forward                      	|  0.10702        	|1000           	|  107.02         	|  29.99          	|
training_step                      	|  0.10683        	|1000           	|  106.83         	|  29.935         	|
get_train_batch                    	|  0.011024       	|1025           	|  11.299         	|  3.1662         	|
fetch_next_train_batch             	|  0.010998       	|1025           	|  11.273         	|  3.1588         	|
on_train_batch_end                 	|  0.0024447      	|1000           	|  2.4447         	|  0.68503        	|
zero_grad                          	|  0.0014681      	|1000           	|  1.4681         	|  0.41138        	|
training_batch_to_device           	|  0.00027613     	|1000           	|  0.27613        	|  0.077375       	|
on_train_batch_start               	|  9.5173e-05     	|1000           	|  0.095173       	|  0.026669       	|
on_train_end                       	|  0.041349       	|1              	|  0.041349       	|  0.011587       	|
on_pretrain_routine_start          	|  0.037609       	|1              	|  0.037609       	|  0.010539       	|
on_after_backward                  	|  2.5669e-05     	|1000           	|  0.025669       	|  0.0071927      	|
on_batch_start                     	|  2.2757e-05     	|1000           	|  0.022757       	|  0.0063769      	|
on_before_zero_grad                	|  1.6729e-05     	|1000           	|  0.016729       	|  0.0046878      	|
on_batch_end                       	|  1.6498e-05     	|1000           	|  0.016498       	|  0.004623       	|
on_before_backward                 	|  1.4235e-05     	|1000           	|  0.014235       	|  0.0039889      	|
on_before_optimizer_step           	|  1.3826e-05     	|1000           	|  0.013826       	|  0.0038742      	|
on_train_epoch_end                 	|  0.00049142     	|25             	|  0.012285       	|  0.0034425      	|
configure_optimizers               	|  0.0111         	|1              	|  0.0111         	|  0.0031104      	|
on_train_epoch_start               	|  0.00044143     	|25             	|  0.011036       	|  0.0030923      	|
training_step_end                  	|  7.2483e-06     	|1000           	|  0.0072483      	|  0.0020311      	|
on_train_start                     	|  0.0010251      	|1              	|  0.0010251      	|  0.00028725     	|
on_epoch_end                       	|  1.2785e-05     	|25             	|  0.00031962     	|  8.9563e-05     	|
on_epoch_start                     	|  1.1635e-05     	|25             	|  0.00029086     	|  8.1504e-05     	|
on_fit_start                       	|  4.4713e-05     	|1              	|  4.4713e-05     	|  1.2529e-05     	|
on_fit_end                         	|  3.22e-05       	|1              	|  3.22e-05       	|  9.0227e-06     	|
setup                              	|  3.0929e-05     	|1              	|  3.0929e-05     	|  8.6668e-06     	|
on_configure_sharded_model         	|  2.7815e-05     	|1              	|  2.7815e-05     	|  7.7941e-06     	|
on_before_accelerator_backend_setup	|  2.514e-05      	|1              	|  2.514e-05      	|  7.0446e-06     	|
teardown                           	|  1.5413e-05     	|1              	|  1.5413e-05     	|  4.319e-06      	|
on_pretrain_routine_end            	|  1.5e-05        	|1              	|  1.5e-05        	|  4.2032e-06     	|
configure_sharded_model            	|  1.473e-05      	|1              	|  1.473e-05      	|  4.1275e-06     	|
prepare_data                       	|  1.1168e-05     	|1              	|  1.1168e-05     	|  3.1295e-06     	|
configure_callbacks                	|  7.6834e-06     	|1              	|  7.6834e-06     	|  2.153e-06      	|
on_train_dataloader                	|  7.2308e-06     	|1              	|  7.2308e-06     	|  2.0262e-06     	|
on_val_dataloader                  	|  6.2566e-06     	|1              	|  6.2566e-06     	|  1.7532e-06     	|
