FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  364.62         	|  100 %          	|
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run_training_epoch                 	|  13.549         	|25             	|  338.73         	|  92.899         	|
run_training_batch                 	|  0.2822         	|1000           	|  282.2          	|  77.396         	|
optimizer_step_with_closure_0      	|  0.27903        	|1000           	|  279.03         	|  76.527         	|
training_step_and_backward         	|  0.21508        	|1000           	|  215.08         	|  58.988         	|
backward                           	|  0.10713        	|1000           	|  107.13         	|  29.381         	|
model_forward                      	|  0.10642        	|1000           	|  106.42         	|  29.187         	|
training_step                      	|  0.10622        	|1000           	|  106.22         	|  29.132         	|
get_train_batch                    	|  0.011973       	|1025           	|  12.272         	|  3.3658         	|
fetch_next_train_batch             	|  0.011947       	|1025           	|  12.246         	|  3.3585         	|
on_train_batch_end                 	|  0.0024032      	|1000           	|  2.4032         	|  0.65912        	|
zero_grad                          	|  0.0014983      	|1000           	|  1.4983         	|  0.41093        	|
training_batch_to_device           	|  0.00029995     	|1000           	|  0.29995        	|  0.082264       	|
on_train_batch_start               	|  9.5377e-05     	|1000           	|  0.095377       	|  0.026158       	|
on_train_end                       	|  0.046664       	|1              	|  0.046664       	|  0.012798       	|
on_after_backward                  	|  2.457e-05      	|1000           	|  0.02457        	|  0.0067386      	|
on_pretrain_routine_start          	|  0.024054       	|1              	|  0.024054       	|  0.006597       	|
on_batch_start                     	|  2.2317e-05     	|1000           	|  0.022317       	|  0.0061207      	|
on_before_zero_grad                	|  1.73e-05       	|1000           	|  0.0173         	|  0.0047446      	|
on_batch_end                       	|  1.5785e-05     	|1000           	|  0.015785       	|  0.0043291      	|
on_before_backward                 	|  1.3956e-05     	|1000           	|  0.013956       	|  0.0038275      	|
on_before_optimizer_step           	|  1.2616e-05     	|1000           	|  0.012616       	|  0.00346        	|
on_train_epoch_end                 	|  0.00047164     	|25             	|  0.011791       	|  0.0032338      	|
on_train_epoch_start               	|  0.00046678     	|25             	|  0.011669       	|  0.0032005      	|
configure_optimizers               	|  0.011457       	|1              	|  0.011457       	|  0.0031423      	|
training_step_end                  	|  7.588e-06      	|1000           	|  0.007588       	|  0.0020811      	|
on_train_start                     	|  0.0011885      	|1              	|  0.0011885      	|  0.00032595     	|
on_epoch_end                       	|  1.1997e-05     	|25             	|  0.00029993     	|  8.226e-05      	|
on_epoch_start                     	|  1.1159e-05     	|25             	|  0.00027896     	|  7.6509e-05     	|
on_fit_end                         	|  6.2708e-05     	|1              	|  6.2708e-05     	|  1.7198e-05     	|
on_fit_start                       	|  4.9517e-05     	|1              	|  4.9517e-05     	|  1.358e-05      	|
setup                              	|  3.1665e-05     	|1              	|  3.1665e-05     	|  8.6845e-06     	|
on_before_accelerator_backend_setup	|  2.4619e-05     	|1              	|  2.4619e-05     	|  6.7519e-06     	|
on_configure_sharded_model         	|  2.427e-05      	|1              	|  2.427e-05      	|  6.6564e-06     	|
configure_sharded_model            	|  1.872e-05      	|1              	|  1.872e-05      	|  5.1341e-06     	|
teardown                           	|  1.8029e-05     	|1              	|  1.8029e-05     	|  4.9445e-06     	|
on_pretrain_routine_end            	|  1.7397e-05     	|1              	|  1.7397e-05     	|  4.7714e-06     	|
on_train_dataloader                	|  8.8029e-06     	|1              	|  8.8029e-06     	|  2.4143e-06     	|
on_val_dataloader                  	|  8.4322e-06     	|1              	|  8.4322e-06     	|  2.3126e-06     	|
prepare_data                       	|  7.8101e-06     	|1              	|  7.8101e-06     	|  2.142e-06      	|
configure_callbacks                	|  6.9011e-06     	|1              	|  6.9011e-06     	|  1.8927e-06     	|
