FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  538.3          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.1586         	|63             	|  513.99         	|  95.485         	|
run_training_batch                 	|  0.37633        	|1000           	|  376.33         	|  69.911         	|
optimizer_step_with_closure_0      	|  0.37369        	|1000           	|  373.69         	|  69.421         	|
training_step_and_backward         	|  0.26742        	|1000           	|  267.42         	|  49.679         	|
model_forward                      	|  0.13779        	|1000           	|  137.79         	|  25.598         	|
training_step                      	|  0.13762        	|1000           	|  137.62         	|  25.566         	|
backward                           	|  0.1281         	|1000           	|  128.1          	|  23.797         	|
get_train_batch                    	|  0.029283       	|1063           	|  31.127         	|  5.7826         	|
fetch_next_train_batch             	|  0.029258       	|1063           	|  31.102         	|  5.7778         	|
on_train_batch_end                 	|  0.0018108      	|1000           	|  1.8108         	|  0.33639        	|
zero_grad                          	|  0.0014993      	|1000           	|  1.4993         	|  0.27852        	|
training_batch_to_device           	|  0.00029446     	|1000           	|  0.29446        	|  0.054703       	|
on_train_batch_start               	|  9.456e-05      	|1000           	|  0.09456        	|  0.017567       	|
on_train_end                       	|  0.045023       	|1              	|  0.045023       	|  0.008364       	|
on_train_epoch_start               	|  0.00039446     	|63             	|  0.024851       	|  0.0046166      	|
on_pretrain_routine_start          	|  0.024209       	|1              	|  0.024209       	|  0.0044974      	|
on_train_epoch_end                 	|  0.00036253     	|63             	|  0.022839       	|  0.0042429      	|
on_batch_start                     	|  2.0913e-05     	|1000           	|  0.020913       	|  0.0038851      	|
on_after_backward                  	|  2.072e-05      	|1000           	|  0.02072        	|  0.0038492      	|
on_batch_end                       	|  1.7555e-05     	|1000           	|  0.017555       	|  0.0032611      	|
on_before_zero_grad                	|  1.7504e-05     	|1000           	|  0.017504       	|  0.0032517      	|
on_before_optimizer_step           	|  1.3368e-05     	|1000           	|  0.013368       	|  0.0024835      	|
on_before_backward                 	|  1.2076e-05     	|1000           	|  0.012076       	|  0.0022434      	|
configure_optimizers               	|  0.011492       	|1              	|  0.011492       	|  0.0021348      	|
training_step_end                  	|  6.811e-06      	|1000           	|  0.006811       	|  0.0012653      	|
on_train_start                     	|  0.0016141      	|1              	|  0.0016141      	|  0.00029986     	|
on_epoch_end                       	|  1.2281e-05     	|63             	|  0.0007737      	|  0.00014373     	|
on_epoch_start                     	|  1.1926e-05     	|63             	|  0.00075133     	|  0.00013958     	|
on_fit_start                       	|  4.4053e-05     	|1              	|  4.4053e-05     	|  8.1839e-06     	|
on_before_accelerator_backend_setup	|  2.6988e-05     	|1              	|  2.6988e-05     	|  5.0136e-06     	|
on_fit_end                         	|  2.6861e-05     	|1              	|  2.6861e-05     	|  4.9901e-06     	|
on_configure_sharded_model         	|  2.3805e-05     	|1              	|  2.3805e-05     	|  4.4222e-06     	|
setup                              	|  2.0714e-05     	|1              	|  2.0714e-05     	|  3.8482e-06     	|
teardown                           	|  1.5032e-05     	|1              	|  1.5032e-05     	|  2.7924e-06     	|
on_pretrain_routine_end            	|  1.4756e-05     	|1              	|  1.4756e-05     	|  2.7412e-06     	|
prepare_data                       	|  9.2238e-06     	|1              	|  9.2238e-06     	|  1.7135e-06     	|
configure_callbacks                	|  8.4825e-06     	|1              	|  8.4825e-06     	|  1.5758e-06     	|
configure_sharded_model            	|  8.3372e-06     	|1              	|  8.3372e-06     	|  1.5488e-06     	|
on_val_dataloader                  	|  7.2513e-06     	|1              	|  7.2513e-06     	|  1.3471e-06     	|
on_train_dataloader                	|  6.1356e-06     	|1              	|  6.1356e-06     	|  1.1398e-06     	|
