FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  453.46         	|  100 %          	|
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run_training_epoch                 	|  6.8488         	|63             	|  431.48         	|  95.152         	|
run_training_batch                 	|  0.28361        	|1000           	|  283.61         	|  62.543         	|
optimizer_step_with_closure_0      	|  0.28009        	|1000           	|  280.09         	|  61.767         	|
training_step_and_backward         	|  0.21415        	|1000           	|  214.15         	|  47.225         	|
model_forward                      	|  0.10764        	|1000           	|  107.64         	|  23.738         	|
training_step                      	|  0.10744        	|1000           	|  107.44         	|  23.694         	|
backward                           	|  0.10492        	|1000           	|  104.92         	|  23.138         	|
get_train_batch                    	|  0.030551       	|1063           	|  32.476         	|  7.1617         	|
fetch_next_train_batch             	|  0.030525       	|1063           	|  32.448         	|  7.1557         	|
on_train_batch_end                 	|  0.0023227      	|1000           	|  2.3227         	|  0.51222        	|
zero_grad                          	|  0.0015447      	|1000           	|  1.5447         	|  0.34065        	|
training_batch_to_device           	|  0.00026645     	|1000           	|  0.26645        	|  0.058758       	|
on_train_end                       	|  0.12598        	|1              	|  0.12598        	|  0.027782       	|
on_train_batch_start               	|  9.9487e-05     	|1000           	|  0.099487       	|  0.021939       	|
on_after_backward                  	|  3.0535e-05     	|1000           	|  0.030535       	|  0.0067338      	|
on_train_epoch_end                 	|  0.00039245     	|63             	|  0.024724       	|  0.0054524      	|
on_batch_start                     	|  2.2562e-05     	|1000           	|  0.022562       	|  0.0049755      	|
on_pretrain_routine_start          	|  0.022404       	|1              	|  0.022404       	|  0.0049407      	|
configure_optimizers               	|  0.022344       	|1              	|  0.022344       	|  0.0049275      	|
on_train_epoch_start               	|  0.00034258     	|63             	|  0.021583       	|  0.0047595      	|
on_before_zero_grad                	|  1.8661e-05     	|1000           	|  0.018661       	|  0.0041153      	|
on_batch_end                       	|  1.7475e-05     	|1000           	|  0.017475       	|  0.0038536      	|
on_before_backward                 	|  1.6228e-05     	|1000           	|  0.016228       	|  0.0035786      	|
on_before_optimizer_step           	|  1.3832e-05     	|1000           	|  0.013832       	|  0.0030502      	|
training_step_end                  	|  8.2689e-06     	|1000           	|  0.0082689      	|  0.0018235      	|
on_train_start                     	|  0.0012521      	|1              	|  0.0012521      	|  0.00027613     	|
on_epoch_end                       	|  1.3595e-05     	|63             	|  0.00085647     	|  0.00018887     	|
on_epoch_start                     	|  1.168e-05      	|63             	|  0.00073585     	|  0.00016227     	|
on_fit_start                       	|  4.654e-05      	|1              	|  4.654e-05      	|  1.0263e-05     	|
setup                              	|  3.4012e-05     	|1              	|  3.4012e-05     	|  7.5005e-06     	|
on_fit_end                         	|  3.361e-05      	|1              	|  3.361e-05      	|  7.4118e-06     	|
on_before_accelerator_backend_setup	|  2.9638e-05     	|1              	|  2.9638e-05     	|  6.536e-06      	|
on_configure_sharded_model         	|  2.8584e-05     	|1              	|  2.8584e-05     	|  6.3035e-06     	|
on_pretrain_routine_end            	|  1.5456e-05     	|1              	|  1.5456e-05     	|  3.4085e-06     	|
teardown                           	|  1.4709e-05     	|1              	|  1.4709e-05     	|  3.2438e-06     	|
prepare_data                       	|  1.191e-05      	|1              	|  1.191e-05      	|  2.6264e-06     	|
configure_sharded_model            	|  1.1696e-05     	|1              	|  1.1696e-05     	|  2.5792e-06     	|
on_train_dataloader                	|  8.1621e-06     	|1              	|  8.1621e-06     	|  1.8e-06        	|
on_val_dataloader                  	|  7.4208e-06     	|1              	|  7.4208e-06     	|  1.6365e-06     	|
configure_callbacks                	|  7.2718e-06     	|1              	|  7.2718e-06     	|  1.6036e-06     	|
