FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1698.6         	|  100 %          	|
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run_training_epoch                 	|  26.587         	|63             	|  1675.0         	|  98.608         	|
run_training_batch                 	|  0.20496        	|8000           	|  1639.7         	|  96.528         	|
training_step_and_backward         	|  0.19359        	|8000           	|  1548.7         	|  91.175         	|
model_forward                      	|  0.10864        	|8000           	|  869.1          	|  51.164         	|
training_step                      	|  0.10851        	|8000           	|  868.04         	|  51.102         	|
backward                           	|  0.084773       	|8000           	|  678.18         	|  39.925         	|
optimizer_step_with_closure_0      	|  0.25286        	|1000           	|  252.86         	|  14.886         	|
get_train_batch                    	|  0.0022981      	|8063           	|  18.529         	|  1.0908         	|
fetch_next_train_batch             	|  0.0022819      	|8063           	|  18.399         	|  1.0832         	|
on_train_batch_end                 	|  0.001085       	|8000           	|  8.6802         	|  0.51101        	|
training_batch_to_device           	|  0.00021379     	|8000           	|  1.7103         	|  0.10069        	|
zero_grad                          	|  0.0013099      	|1000           	|  1.3099         	|  0.077116       	|
on_train_batch_start               	|  8.9833e-05     	|8000           	|  0.71866        	|  0.042308       	|
on_batch_start                     	|  1.5311e-05     	|8000           	|  0.12249        	|  0.0072109      	|
on_batch_end                       	|  1.3558e-05     	|8000           	|  0.10846        	|  0.0063853      	|
on_before_backward                 	|  1.2814e-05     	|8000           	|  0.10251        	|  0.0060348      	|
on_after_backward                  	|  1.2267e-05     	|8000           	|  0.098136       	|  0.0057773      	|
training_step_end                  	|  5.8956e-06     	|8000           	|  0.047165       	|  0.0027766      	|
on_train_end                       	|  0.024614       	|1              	|  0.024614       	|  0.001449       	|
on_pretrain_routine_start          	|  0.022547       	|1              	|  0.022547       	|  0.0013274      	|
on_train_epoch_start               	|  0.00029478     	|63             	|  0.018571       	|  0.0010933      	|
on_train_epoch_end                 	|  0.00028188     	|63             	|  0.017759       	|  0.0010455      	|
on_before_zero_grad                	|  1.4713e-05     	|1000           	|  0.014713       	|  0.00086618     	|
on_before_optimizer_step           	|  1.1143e-05     	|1000           	|  0.011143       	|  0.000656       	|
configure_optimizers               	|  0.0084274      	|1              	|  0.0084274      	|  0.00049612     	|
on_train_start                     	|  0.00079909     	|1              	|  0.00079909     	|  4.7042e-05     	|
on_epoch_start                     	|  1.048e-05      	|63             	|  0.00066027     	|  3.887e-05      	|
on_epoch_end                       	|  1.0342e-05     	|63             	|  0.00065154     	|  3.8357e-05     	|
on_before_accelerator_backend_setup	|  2.2021e-05     	|1              	|  2.2021e-05     	|  1.2964e-06     	|
setup                              	|  2.1531e-05     	|1              	|  2.1531e-05     	|  1.2675e-06     	|
on_fit_end                         	|  2.0859e-05     	|1              	|  2.0859e-05     	|  1.228e-06      	|
on_fit_start                       	|  1.6501e-05     	|1              	|  1.6501e-05     	|  9.7142e-07     	|
on_configure_sharded_model         	|  1.5238e-05     	|1              	|  1.5238e-05     	|  8.9707e-07     	|
teardown                           	|  1.021e-05      	|1              	|  1.021e-05      	|  6.0106e-07     	|
on_pretrain_routine_end            	|  9.9691e-06     	|1              	|  9.9691e-06     	|  5.8689e-07     	|
prepare_data                       	|  7.4939e-06     	|1              	|  7.4939e-06     	|  4.4117e-07     	|
configure_callbacks                	|  6.241e-06      	|1              	|  6.241e-06      	|  3.6741e-07     	|
configure_sharded_model            	|  5.0401e-06     	|1              	|  5.0401e-06     	|  2.9671e-07     	|
on_val_dataloader                  	|  4.4289e-06     	|1              	|  4.4289e-06     	|  2.6073e-07     	|
on_train_dataloader                	|  4.268e-06      	|1              	|  4.268e-06      	|  2.5126e-07     	|
