FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  741.12         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5824         	|200            	|  716.48         	|  96.675         	|
run_training_batch                 	|  0.31112        	|1000           	|  311.12         	|  41.98          	|
optimizer_step_with_closure_0      	|  0.30638        	|1000           	|  306.38         	|  41.34          	|
training_step_and_backward         	|  0.23799        	|1000           	|  237.99         	|  32.112         	|
backward                           	|  0.11845        	|1000           	|  118.45         	|  15.983         	|
model_forward                      	|  0.1178         	|1000           	|  117.8          	|  15.895         	|
training_step                      	|  0.11757        	|1000           	|  117.57         	|  15.864         	|
get_train_batch                    	|  0.060001       	|1200           	|  72.001         	|  9.7151         	|
fetch_next_train_batch             	|  0.059965       	|1200           	|  71.958         	|  9.7093         	|
on_train_batch_end                 	|  0.0026385      	|1000           	|  2.6385         	|  0.35601        	|
zero_grad                          	|  0.0016894      	|1000           	|  1.6894         	|  0.22795        	|
configure_optimizers               	|  0.59592        	|1              	|  0.59592        	|  0.080407       	|
training_batch_to_device           	|  0.00045891     	|1000           	|  0.45891        	|  0.061921       	|
on_train_end                       	|  0.15303        	|1              	|  0.15303        	|  0.020649       	|
on_train_batch_start               	|  0.00010717     	|1000           	|  0.10717        	|  0.014461       	|
on_train_epoch_end                 	|  0.00036357     	|200            	|  0.072713       	|  0.0098112      	|
on_train_epoch_start               	|  0.00033264     	|200            	|  0.066528       	|  0.0089767      	|
on_batch_start                     	|  3.5348e-05     	|1000           	|  0.035348       	|  0.0047695      	|
on_after_backward                  	|  3.3843e-05     	|1000           	|  0.033843       	|  0.0045664      	|
on_before_zero_grad                	|  2.2824e-05     	|1000           	|  0.022824       	|  0.0030796      	|
on_pretrain_routine_start          	|  0.022779       	|1              	|  0.022779       	|  0.0030736      	|
on_batch_end                       	|  1.6736e-05     	|1000           	|  0.016736       	|  0.0022581      	|
on_before_optimizer_step           	|  1.557e-05      	|1000           	|  0.01557        	|  0.0021009      	|
on_before_backward                 	|  1.4623e-05     	|1000           	|  0.014623       	|  0.001973       	|
training_step_end                  	|  9.7849e-06     	|1000           	|  0.0097849      	|  0.0013203      	|
on_epoch_end                       	|  1.2528e-05     	|200            	|  0.0025057      	|  0.00033809     	|
on_epoch_start                     	|  1.1413e-05     	|200            	|  0.0022826      	|  0.00030799     	|
on_train_start                     	|  0.0010903      	|1              	|  0.0010903      	|  0.00014711     	|
on_fit_start                       	|  4.9215e-05     	|1              	|  4.9215e-05     	|  6.6406e-06     	|
on_configure_sharded_model         	|  3.1471e-05     	|1              	|  3.1471e-05     	|  4.2464e-06     	|
setup                              	|  2.9813e-05     	|1              	|  2.9813e-05     	|  4.0227e-06     	|
on_fit_end                         	|  2.8817e-05     	|1              	|  2.8817e-05     	|  3.8883e-06     	|
on_before_accelerator_backend_setup	|  2.386e-05      	|1              	|  2.386e-05      	|  3.2195e-06     	|
teardown                           	|  1.4896e-05     	|1              	|  1.4896e-05     	|  2.0099e-06     	|
on_pretrain_routine_end            	|  1.4348e-05     	|1              	|  1.4348e-05     	|  1.936e-06      	|
configure_sharded_model            	|  1.2347e-05     	|1              	|  1.2347e-05     	|  1.666e-06      	|
on_train_dataloader                	|  9.4455e-06     	|1              	|  9.4455e-06     	|  1.2745e-06     	|
prepare_data                       	|  9.276e-06      	|1              	|  9.276e-06      	|  1.2516e-06     	|
configure_callbacks                	|  8.7414e-06     	|1              	|  8.7414e-06     	|  1.1795e-06     	|
on_val_dataloader                  	|  8.5533e-06     	|1              	|  8.5533e-06     	|  1.1541e-06     	|
