FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  437.06         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.6251         	|63             	|  417.38         	|  95.496         	|
run_training_batch                 	|  0.27522        	|1000           	|  275.22         	|  62.969         	|
optimizer_step_with_closure_0      	|  0.27173        	|1000           	|  271.73         	|  62.171         	|
training_step_and_backward         	|  0.20782        	|1000           	|  207.82         	|  47.55          	|
model_forward                      	|  0.1047         	|1000           	|  104.7          	|  23.954         	|
training_step                      	|  0.1045         	|1000           	|  104.5          	|  23.91          	|
backward                           	|  0.10155        	|1000           	|  101.55         	|  23.236         	|
get_train_batch                    	|  0.029906       	|1063           	|  31.79          	|  7.2736         	|
fetch_next_train_batch             	|  0.029882       	|1063           	|  31.764         	|  7.2677         	|
on_train_batch_end                 	|  0.0022938      	|1000           	|  2.2938         	|  0.52483        	|
zero_grad                          	|  0.0015401      	|1000           	|  1.5401         	|  0.35237        	|
training_batch_to_device           	|  0.00025719     	|1000           	|  0.25719        	|  0.058844       	|
on_train_batch_start               	|  0.00015154     	|1000           	|  0.15154        	|  0.034673       	|
on_train_end                       	|  0.051642       	|1              	|  0.051642       	|  0.011816       	|
on_after_backward                  	|  2.6432e-05     	|1000           	|  0.026432       	|  0.0060475      	|
on_pretrain_routine_start          	|  0.023329       	|1              	|  0.023329       	|  0.0053376      	|
on_train_epoch_end                 	|  0.00036043     	|63             	|  0.022707       	|  0.0051953      	|
on_train_epoch_start               	|  0.00034351     	|63             	|  0.021641       	|  0.0049515      	|
on_batch_start                     	|  2.157e-05      	|1000           	|  0.02157        	|  0.0049351      	|
configure_optimizers               	|  0.01985        	|1              	|  0.01985        	|  0.0045417      	|
on_before_zero_grad                	|  1.8346e-05     	|1000           	|  0.018346       	|  0.0041976      	|
on_batch_end                       	|  1.5826e-05     	|1000           	|  0.015826       	|  0.003621       	|
on_before_optimizer_step           	|  1.4447e-05     	|1000           	|  0.014447       	|  0.0033055      	|
on_before_backward                 	|  1.4312e-05     	|1000           	|  0.014312       	|  0.0032745      	|
training_step_end                  	|  7.7497e-06     	|1000           	|  0.0077497      	|  0.0017731      	|
on_train_start                     	|  0.001384       	|1              	|  0.001384       	|  0.00031667     	|
on_epoch_start                     	|  1.2813e-05     	|63             	|  0.00080724     	|  0.0001847      	|
on_epoch_end                       	|  1.2139e-05     	|63             	|  0.00076479     	|  0.00017498     	|
on_fit_end                         	|  8.9809e-05     	|1              	|  8.9809e-05     	|  2.0548e-05     	|
on_fit_start                       	|  5.869e-05      	|1              	|  5.869e-05      	|  1.3428e-05     	|
setup                              	|  3.192e-05      	|1              	|  3.192e-05      	|  7.3033e-06     	|
on_before_accelerator_backend_setup	|  2.7999e-05     	|1              	|  2.7999e-05     	|  6.4062e-06     	|
on_configure_sharded_model         	|  2.3084e-05     	|1              	|  2.3084e-05     	|  5.2815e-06     	|
on_pretrain_routine_end            	|  1.7226e-05     	|1              	|  1.7226e-05     	|  3.9412e-06     	|
teardown                           	|  1.5121e-05     	|1              	|  1.5121e-05     	|  3.4597e-06     	|
prepare_data                       	|  1.0667e-05     	|1              	|  1.0667e-05     	|  2.4407e-06     	|
configure_callbacks                	|  9.3449e-06     	|1              	|  9.3449e-06     	|  2.1381e-06     	|
configure_sharded_model            	|  8.8681e-06     	|1              	|  8.8681e-06     	|  2.029e-06      	|
on_val_dataloader                  	|  8.8364e-06     	|1              	|  8.8364e-06     	|  2.0218e-06     	|
on_train_dataloader                	|  8.7433e-06     	|1              	|  8.7433e-06     	|  2.0004e-06     	|
