FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  431.69         	|  100 %          	|
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run_training_epoch                 	|  6.4595         	|63             	|  406.95         	|  94.268         	|
run_training_batch                 	|  0.27409        	|1000           	|  274.09         	|  63.492         	|
optimizer_step_with_closure_0      	|  0.26973        	|1000           	|  269.73         	|  62.481         	|
training_step_and_backward         	|  0.20255        	|1000           	|  202.55         	|  46.919         	|
model_forward                      	|  0.10701        	|1000           	|  107.01         	|  24.789         	|
training_step                      	|  0.10682        	|1000           	|  106.82         	|  24.744         	|
backward                           	|  0.093866       	|1000           	|  93.866         	|  21.744         	|
get_train_batch                    	|  0.025439       	|1063           	|  27.041         	|  6.264          	|
fetch_next_train_batch             	|  0.025414       	|1063           	|  27.015         	|  6.258          	|
on_train_batch_end                 	|  0.0023322      	|1000           	|  2.3322         	|  0.54025        	|
zero_grad                          	|  0.0016316      	|1000           	|  1.6316         	|  0.37795        	|
training_batch_to_device           	|  0.0002644      	|1000           	|  0.2644         	|  0.061246       	|
on_train_batch_start               	|  9.5805e-05     	|1000           	|  0.095805       	|  0.022193       	|
on_train_end                       	|  0.05049        	|1              	|  0.05049        	|  0.011696       	|
on_after_backward                  	|  3.5453e-05     	|1000           	|  0.035453       	|  0.0082125      	|
on_train_epoch_end                 	|  0.00038241     	|63             	|  0.024092       	|  0.0055807      	|
on_train_epoch_start               	|  0.00038184     	|63             	|  0.024056       	|  0.0055724      	|
on_pretrain_routine_start          	|  0.022446       	|1              	|  0.022446       	|  0.0051995      	|
on_batch_start                     	|  2.1502e-05     	|1000           	|  0.021502       	|  0.0049808      	|
on_before_zero_grad                	|  1.8158e-05     	|1000           	|  0.018158       	|  0.0042063      	|
on_batch_end                       	|  1.576e-05      	|1000           	|  0.01576        	|  0.0036507      	|
configure_optimizers               	|  0.013777       	|1              	|  0.013777       	|  0.0031913      	|
on_before_optimizer_step           	|  1.3353e-05     	|1000           	|  0.013353       	|  0.0030932      	|
on_before_backward                 	|  1.2828e-05     	|1000           	|  0.012828       	|  0.0029715      	|
training_step_end                  	|  7.095e-06      	|1000           	|  0.007095       	|  0.0016435      	|
on_train_start                     	|  0.0013596      	|1              	|  0.0013596      	|  0.00031494     	|
on_epoch_start                     	|  1.2043e-05     	|63             	|  0.00075868     	|  0.00017575     	|
on_epoch_end                       	|  1.1557e-05     	|63             	|  0.00072809     	|  0.00016866     	|
on_fit_end                         	|  5.9178e-05     	|1              	|  5.9178e-05     	|  1.3708e-05     	|
on_fit_start                       	|  4.2628e-05     	|1              	|  4.2628e-05     	|  9.8747e-06     	|
on_before_accelerator_backend_setup	|  2.8906e-05     	|1              	|  2.8906e-05     	|  6.696e-06      	|
on_configure_sharded_model         	|  2.5705e-05     	|1              	|  2.5705e-05     	|  5.9543e-06     	|
setup                              	|  2.4209e-05     	|1              	|  2.4209e-05     	|  5.6079e-06     	|
on_pretrain_routine_end            	|  1.7468e-05     	|1              	|  1.7468e-05     	|  4.0464e-06     	|
teardown                           	|  1.3553e-05     	|1              	|  1.3553e-05     	|  3.1394e-06     	|
prepare_data                       	|  1.2314e-05     	|1              	|  1.2314e-05     	|  2.8525e-06     	|
configure_callbacks                	|  8.9835e-06     	|1              	|  8.9835e-06     	|  2.081e-06      	|
on_val_dataloader                  	|  8.5477e-06     	|1              	|  8.5477e-06     	|  1.98e-06       	|
configure_sharded_model            	|  7.7598e-06     	|1              	|  7.7598e-06     	|  1.7975e-06     	|
on_train_dataloader                	|  7.2457e-06     	|1              	|  7.2457e-06     	|  1.6784e-06     	|
