FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  413.63         	|  100 %          	|
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run_training_epoch                 	|  6.2769         	|63             	|  395.44         	|  95.603         	|
run_training_batch                 	|  0.26119        	|1000           	|  261.19         	|  63.146         	|
optimizer_step_with_closure_0      	|  0.25767        	|1000           	|  257.67         	|  62.295         	|
training_step_and_backward         	|  0.19772        	|1000           	|  197.72         	|  47.801         	|
backward                           	|  0.10814        	|1000           	|  108.14         	|  26.145         	|
model_forward                      	|  0.088264       	|1000           	|  88.264         	|  21.339         	|
training_step                      	|  0.088105       	|1000           	|  88.105         	|  21.3           	|
get_train_batch                    	|  0.027894       	|1063           	|  29.651         	|  7.1685         	|
fetch_next_train_batch             	|  0.027871       	|1063           	|  29.627         	|  7.1628         	|
on_train_batch_end                 	|  0.001879       	|1000           	|  1.879          	|  0.45427        	|
zero_grad                          	|  0.001283       	|1000           	|  1.283          	|  0.31018        	|
training_batch_to_device           	|  0.00023068     	|1000           	|  0.23068        	|  0.055771       	|
on_train_batch_start               	|  9.0544e-05     	|1000           	|  0.090544       	|  0.02189        	|
on_train_end                       	|  0.045225       	|1              	|  0.045225       	|  0.010934       	|
on_pretrain_routine_start          	|  0.021411       	|1              	|  0.021411       	|  0.0051764      	|
on_train_epoch_start               	|  0.00031943     	|63             	|  0.020124       	|  0.0048653      	|
on_train_epoch_end                 	|  0.00031678     	|63             	|  0.019957       	|  0.0048249      	|
on_batch_start                     	|  1.9728e-05     	|1000           	|  0.019728       	|  0.0047695      	|
on_after_backward                  	|  1.7236e-05     	|1000           	|  0.017236       	|  0.0041671      	|
on_batch_end                       	|  1.5644e-05     	|1000           	|  0.015644       	|  0.0037821      	|
on_before_zero_grad                	|  1.4158e-05     	|1000           	|  0.014158       	|  0.0034229      	|
configure_optimizers               	|  0.012981       	|1              	|  0.012981       	|  0.0031383      	|
on_before_optimizer_step           	|  1.1535e-05     	|1000           	|  0.011535       	|  0.0027888      	|
on_before_backward                 	|  1.1431e-05     	|1000           	|  0.011431       	|  0.0027635      	|
training_step_end                  	|  6.6372e-06     	|1000           	|  0.0066372      	|  0.0016046      	|
on_train_start                     	|  0.0012633      	|1              	|  0.0012633      	|  0.00030543     	|
on_epoch_start                     	|  1.1563e-05     	|63             	|  0.00072845     	|  0.00017611     	|
on_epoch_end                       	|  1.101e-05      	|63             	|  0.00069364     	|  0.0001677      	|
on_fit_start                       	|  4.2344e-05     	|1              	|  4.2344e-05     	|  1.0237e-05     	|
on_fit_end                         	|  3.3941e-05     	|1              	|  3.3941e-05     	|  8.2057e-06     	|
setup                              	|  2.36e-05       	|1              	|  2.36e-05       	|  5.7055e-06     	|
on_before_accelerator_backend_setup	|  2.3348e-05     	|1              	|  2.3348e-05     	|  5.6447e-06     	|
on_configure_sharded_model         	|  2.0236e-05     	|1              	|  2.0236e-05     	|  4.8922e-06     	|
teardown                           	|  1.7228e-05     	|1              	|  1.7228e-05     	|  4.165e-06      	|
on_pretrain_routine_end            	|  1.2172e-05     	|1              	|  1.2172e-05     	|  2.9428e-06     	|
on_val_dataloader                  	|  7.9274e-06     	|1              	|  7.9274e-06     	|  1.9165e-06     	|
prepare_data                       	|  7.7747e-06     	|1              	|  7.7747e-06     	|  1.8796e-06     	|
configure_callbacks                	|  7.1432e-06     	|1              	|  7.1432e-06     	|  1.727e-06      	|
configure_sharded_model            	|  6.3162e-06     	|1              	|  6.3162e-06     	|  1.527e-06      	|
on_train_dataloader                	|  5.7127e-06     	|1              	|  5.7127e-06     	|  1.3811e-06     	|
