FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1762.4         	|  100 %          	|
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run_training_epoch                 	|  3.4777         	|500            	|  1738.9         	|  98.664         	|
run_training_batch                 	|  0.20639        	|8000           	|  1651.1         	|  93.685         	|
training_step_and_backward         	|  0.19505        	|8000           	|  1560.4         	|  88.54          	|
model_forward                      	|  0.10925        	|8000           	|  874.0          	|  49.591         	|
training_step                      	|  0.10911        	|8000           	|  872.89         	|  49.528         	|
backward                           	|  0.085614       	|8000           	|  684.91         	|  38.862         	|
optimizer_step_with_closure_0      	|  0.25425        	|1000           	|  254.25         	|  14.426         	|
get_train_batch                    	|  0.0068044      	|8500           	|  57.837         	|  3.2817         	|
fetch_next_train_batch             	|  0.0067849      	|8500           	|  57.672         	|  3.2723         	|
on_train_batch_end                 	|  0.0010986      	|8000           	|  8.789          	|  0.49869        	|
training_batch_to_device           	|  0.00023782     	|8000           	|  1.9026         	|  0.10795        	|
zero_grad                          	|  0.0013788      	|1000           	|  1.3788         	|  0.078232       	|
on_train_batch_start               	|  9.1566e-05     	|8000           	|  0.73253        	|  0.041564       	|
on_train_epoch_start               	|  0.00028504     	|500            	|  0.14252        	|  0.0080866      	|
on_batch_start                     	|  1.6889e-05     	|8000           	|  0.13512        	|  0.0076665      	|
on_train_epoch_end                 	|  0.00026552     	|500            	|  0.13276        	|  0.0075328      	|
on_batch_end                       	|  1.341e-05      	|8000           	|  0.10728        	|  0.0060869      	|
on_before_backward                 	|  1.2935e-05     	|8000           	|  0.10348        	|  0.0058715      	|
on_after_backward                  	|  1.1614e-05     	|8000           	|  0.092912       	|  0.0052718      	|
training_step_end                  	|  6.2859e-06     	|8000           	|  0.050287       	|  0.0028533      	|
on_train_end                       	|  0.024641       	|1              	|  0.024641       	|  0.0013982      	|
on_pretrain_routine_start          	|  0.023218       	|1              	|  0.023218       	|  0.0013174      	|
on_before_zero_grad                	|  2.0554e-05     	|1000           	|  0.020554       	|  0.0011663      	|
on_before_optimizer_step           	|  1.6049e-05     	|1000           	|  0.016049       	|  0.00091061     	|
configure_optimizers               	|  0.0083404      	|1              	|  0.0083404      	|  0.00047324     	|
on_epoch_start                     	|  1.0608e-05     	|500            	|  0.0053042      	|  0.00030096     	|
on_epoch_end                       	|  9.9543e-06     	|500            	|  0.0049772      	|  0.00028241     	|
on_train_start                     	|  0.00074868     	|1              	|  0.00074868     	|  4.248e-05      	|
on_fit_end                         	|  2.5748e-05     	|1              	|  2.5748e-05     	|  1.461e-06      	|
setup                              	|  2.1951e-05     	|1              	|  2.1951e-05     	|  1.2455e-06     	|
on_before_accelerator_backend_setup	|  2.138e-05      	|1              	|  2.138e-05      	|  1.2131e-06     	|
on_configure_sharded_model         	|  1.7542e-05     	|1              	|  1.7542e-05     	|  9.9534e-07     	|
on_fit_start                       	|  1.7433e-05     	|1              	|  1.7433e-05     	|  9.8915e-07     	|
on_pretrain_routine_end            	|  1.2233e-05     	|1              	|  1.2233e-05     	|  6.9411e-07     	|
teardown                           	|  1.009e-05      	|1              	|  1.009e-05      	|  5.7251e-07     	|
prepare_data                       	|  7.5441e-06     	|1              	|  7.5441e-06     	|  4.2805e-07     	|
configure_callbacks                	|  6.5929e-06     	|1              	|  6.5929e-06     	|  3.7409e-07     	|
configure_sharded_model            	|  5.18e-06       	|1              	|  5.18e-06       	|  2.9392e-07     	|
on_val_dataloader                  	|  4.699e-06      	|1              	|  4.699e-06      	|  2.6662e-07     	|
on_train_dataloader                	|  4.138e-06      	|1              	|  4.138e-06      	|  2.3479e-07     	|
