FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  357.56         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.882         	|21             	|  333.51         	|  93.276         	|
run_training_batch                 	|  0.28619        	|1000           	|  286.19         	|  80.042         	|
optimizer_step_with_closure_0      	|  0.28291        	|1000           	|  282.91         	|  79.124         	|
training_step_and_backward         	|  0.21726        	|1000           	|  217.26         	|  60.762         	|
backward                           	|  0.10918        	|1000           	|  109.18         	|  30.536         	|
model_forward                      	|  0.10649        	|1000           	|  106.49         	|  29.784         	|
training_step                      	|  0.10628        	|1000           	|  106.28         	|  29.724         	|
get_train_batch                    	|  0.0093028      	|1021           	|  9.4981         	|  2.6564         	|
fetch_next_train_batch             	|  0.0092768      	|1021           	|  9.4716         	|  2.649          	|
on_train_batch_end                 	|  0.0024537      	|1000           	|  2.4537         	|  0.68625        	|
zero_grad                          	|  0.0015464      	|1000           	|  1.5464         	|  0.43248        	|
training_batch_to_device           	|  0.0002916      	|1000           	|  0.2916         	|  0.081554       	|
on_train_batch_start               	|  9.7147e-05     	|1000           	|  0.097147       	|  0.02717        	|
on_train_end                       	|  0.065966       	|1              	|  0.065966       	|  0.018449       	|
configure_optimizers               	|  0.054076       	|1              	|  0.054076       	|  0.015124       	|
on_pretrain_routine_start          	|  0.026764       	|1              	|  0.026764       	|  0.0074852      	|
on_after_backward                  	|  2.663e-05      	|1000           	|  0.02663        	|  0.0074477      	|
on_batch_start                     	|  2.2077e-05     	|1000           	|  0.022077       	|  0.0061745      	|
on_before_zero_grad                	|  1.747e-05      	|1000           	|  0.01747        	|  0.0048859      	|
on_batch_end                       	|  1.6569e-05     	|1000           	|  0.016569       	|  0.004634       	|
on_before_backward                 	|  1.391e-05      	|1000           	|  0.01391        	|  0.0038903      	|
on_before_optimizer_step           	|  1.3194e-05     	|1000           	|  0.013194       	|  0.0036901      	|
on_train_epoch_end                 	|  0.00043325     	|21             	|  0.0090983      	|  0.0025446      	|
on_train_epoch_start               	|  0.00039108     	|21             	|  0.0082126      	|  0.0022969      	|
training_step_end                  	|  6.7763e-06     	|1000           	|  0.0067763      	|  0.0018952      	|
on_train_start                     	|  0.0012935      	|1              	|  0.0012935      	|  0.00036175     	|
on_epoch_end                       	|  1.2721e-05     	|21             	|  0.00026713     	|  7.4711e-05     	|
on_epoch_start                     	|  1.1135e-05     	|21             	|  0.00023383     	|  6.5397e-05     	|
on_fit_start                       	|  4.4532e-05     	|1              	|  4.4532e-05     	|  1.2455e-05     	|
on_fit_end                         	|  3.184e-05      	|1              	|  3.184e-05      	|  8.9049e-06     	|
on_before_accelerator_backend_setup	|  2.9005e-05     	|1              	|  2.9005e-05     	|  8.1121e-06     	|
on_configure_sharded_model         	|  2.5384e-05     	|1              	|  2.5384e-05     	|  7.0993e-06     	|
setup                              	|  2.4144e-05     	|1              	|  2.4144e-05     	|  6.7524e-06     	|
on_pretrain_routine_end            	|  1.8559e-05     	|1              	|  1.8559e-05     	|  5.1906e-06     	|
teardown                           	|  1.8463e-05     	|1              	|  1.8463e-05     	|  5.1635e-06     	|
on_train_dataloader                	|  1.2031e-05     	|1              	|  1.2031e-05     	|  3.3647e-06     	|
prepare_data                       	|  1.1774e-05     	|1              	|  1.1774e-05     	|  3.2929e-06     	|
on_val_dataloader                  	|  1.1271e-05     	|1              	|  1.1271e-05     	|  3.1522e-06     	|
configure_sharded_model            	|  9.8031e-06     	|1              	|  9.8031e-06     	|  2.7417e-06     	|
configure_callbacks                	|  8.9724e-06     	|1              	|  8.9724e-06     	|  2.5094e-06     	|
