FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  391.53         	|  100 %          	|
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run_training_epoch                 	|  14.73          	|25             	|  368.26         	|  94.056         	|
run_training_batch                 	|  0.35561        	|1000           	|  355.61         	|  90.827         	|
optimizer_step_with_closure_0      	|  0.35303        	|1000           	|  353.03         	|  90.167         	|
training_step_and_backward         	|  0.27321        	|1000           	|  273.21         	|  69.779         	|
model_forward                      	|  0.16162        	|1000           	|  161.62         	|  41.279         	|
training_step                      	|  0.16148        	|1000           	|  161.48         	|  41.243         	|
backward                           	|  0.11024        	|1000           	|  110.24         	|  28.157         	|
get_train_batch                    	|  0.0043573      	|1025           	|  4.4663         	|  1.1407         	|
fetch_next_train_batch             	|  0.0043398      	|1025           	|  4.4483         	|  1.1361         	|
zero_grad                          	|  0.0013183      	|1000           	|  1.3183         	|  0.3367         	|
on_train_batch_end                 	|  0.0012002      	|1000           	|  1.2002         	|  0.30654        	|
training_batch_to_device           	|  0.00023868     	|1000           	|  0.23868        	|  0.060962       	|
on_train_batch_start               	|  9.2609e-05     	|1000           	|  0.092609       	|  0.023653       	|
on_train_end                       	|  0.024076       	|1              	|  0.024076       	|  0.0061493      	|
on_pretrain_routine_start          	|  0.0232         	|1              	|  0.0232         	|  0.0059254      	|
on_batch_start                     	|  1.4815e-05     	|1000           	|  0.014815       	|  0.003784       	|
on_before_zero_grad                	|  1.4751e-05     	|1000           	|  0.014751       	|  0.0037676      	|
on_batch_end                       	|  1.3216e-05     	|1000           	|  0.013216       	|  0.0033754      	|
on_after_backward                  	|  1.1398e-05     	|1000           	|  0.011398       	|  0.0029111      	|
on_before_backward                 	|  1.0809e-05     	|1000           	|  0.010809       	|  0.0027608      	|
on_before_optimizer_step           	|  1.0534e-05     	|1000           	|  0.010534       	|  0.0026905      	|
configure_optimizers               	|  0.0083448      	|1              	|  0.0083448      	|  0.0021313      	|
on_train_epoch_end                 	|  0.00031088     	|25             	|  0.007772       	|  0.001985       	|
on_train_epoch_start               	|  0.00028872     	|25             	|  0.007218       	|  0.0018435      	|
training_step_end                  	|  5.9821e-06     	|1000           	|  0.0059821      	|  0.0015279      	|
on_train_start                     	|  0.00066834     	|1              	|  0.00066834     	|  0.0001707      	|
on_epoch_end                       	|  1.0603e-05     	|25             	|  0.00026508     	|  6.7703e-05     	|
on_epoch_start                     	|  1.0442e-05     	|25             	|  0.00026105     	|  6.6674e-05     	|
on_fit_end                         	|  2.8944e-05     	|1              	|  2.8944e-05     	|  7.3926e-06     	|
on_before_accelerator_backend_setup	|  2.1209e-05     	|1              	|  2.1209e-05     	|  5.4169e-06     	|
on_fit_start                       	|  1.584e-05      	|1              	|  1.584e-05      	|  4.0457e-06     	|
on_configure_sharded_model         	|  1.5258e-05     	|1              	|  1.5258e-05     	|  3.8971e-06     	|
setup                              	|  1.4097e-05     	|1              	|  1.4097e-05     	|  3.6005e-06     	|
teardown                           	|  1.2834e-05     	|1              	|  1.2834e-05     	|  3.2779e-06     	|
on_pretrain_routine_end            	|  1.0169e-05     	|1              	|  1.0169e-05     	|  2.5973e-06     	|
prepare_data                       	|  7.9749e-06     	|1              	|  7.9749e-06     	|  2.0369e-06     	|
configure_callbacks                	|  6.773e-06      	|1              	|  6.773e-06      	|  1.7299e-06     	|
on_val_dataloader                  	|  4.699e-06      	|1              	|  4.699e-06      	|  1.2002e-06     	|
configure_sharded_model            	|  4.548e-06      	|1              	|  4.548e-06      	|  1.1616e-06     	|
on_train_dataloader                	|  4.1371e-06     	|1              	|  4.1371e-06     	|  1.0566e-06     	|
