FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  352.79         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2376         	|63             	|  329.97         	|  93.532         	|
run_training_batch                 	|  0.30679        	|1000           	|  306.79         	|  86.961         	|
optimizer_step_with_closure_0      	|  0.30414        	|1000           	|  304.14         	|  86.211         	|
training_step_and_backward         	|  0.22868        	|1000           	|  228.68         	|  64.821         	|
model_forward                      	|  0.14142        	|1000           	|  141.42         	|  40.085         	|
training_step                      	|  0.14128        	|1000           	|  141.28         	|  40.045         	|
backward                           	|  0.085964       	|1000           	|  85.964         	|  24.367         	|
get_train_batch                    	|  0.0073027      	|1063           	|  7.7628         	|  2.2004         	|
fetch_next_train_batch             	|  0.0072839      	|1063           	|  7.7428         	|  2.1947         	|
zero_grad                          	|  0.0012753      	|1000           	|  1.2753         	|  0.36148        	|
on_train_batch_end                 	|  0.001203       	|1000           	|  1.203          	|  0.34099        	|
training_batch_to_device           	|  0.00022085     	|1000           	|  0.22085        	|  0.062601       	|
on_train_batch_start               	|  9.0671e-05     	|1000           	|  0.090671       	|  0.025701       	|
on_train_end                       	|  0.02524        	|1              	|  0.02524        	|  0.0071543      	|
on_pretrain_routine_start          	|  0.023144       	|1              	|  0.023144       	|  0.0065603      	|
on_train_epoch_end                 	|  0.00030403     	|63             	|  0.019154       	|  0.0054292      	|
on_train_epoch_start               	|  0.00028704     	|63             	|  0.018083       	|  0.0051258      	|
on_batch_start                     	|  1.5648e-05     	|1000           	|  0.015648       	|  0.0044356      	|
on_before_zero_grad                	|  1.3676e-05     	|1000           	|  0.013676       	|  0.0038766      	|
on_batch_end                       	|  1.3045e-05     	|1000           	|  0.013045       	|  0.0036975      	|
on_after_backward                  	|  1.1375e-05     	|1000           	|  0.011375       	|  0.0032244      	|
on_before_optimizer_step           	|  1.071e-05      	|1000           	|  0.01071        	|  0.0030359      	|
on_before_backward                 	|  1.0515e-05     	|1000           	|  0.010515       	|  0.0029805      	|
configure_optimizers               	|  0.0087906      	|1              	|  0.0087906      	|  0.0024917      	|
training_step_end                  	|  6.0194e-06     	|1000           	|  0.0060194      	|  0.0017062      	|
on_train_start                     	|  0.00074935     	|1              	|  0.00074935     	|  0.00021241     	|
on_epoch_end                       	|  1.131e-05      	|63             	|  0.00071255     	|  0.00020198     	|
on_epoch_start                     	|  1.0659e-05     	|63             	|  0.00067153     	|  0.00019035     	|
on_fit_end                         	|  2.0088e-05     	|1              	|  2.0088e-05     	|  5.6941e-06     	|
on_before_accelerator_backend_setup	|  2.0067e-05     	|1              	|  2.0067e-05     	|  5.6881e-06     	|
on_fit_start                       	|  1.7733e-05     	|1              	|  1.7733e-05     	|  5.0265e-06     	|
on_configure_sharded_model         	|  1.4597e-05     	|1              	|  1.4597e-05     	|  4.1376e-06     	|
setup                              	|  1.4487e-05     	|1              	|  1.4487e-05     	|  4.1064e-06     	|
teardown                           	|  1.039e-05      	|1              	|  1.039e-05      	|  2.9451e-06     	|
on_pretrain_routine_end            	|  9.979e-06      	|1              	|  9.979e-06      	|  2.8286e-06     	|
prepare_data                       	|  9.478e-06      	|1              	|  9.478e-06      	|  2.6866e-06     	|
on_val_dataloader                  	|  5.2e-06        	|1              	|  5.2e-06        	|  1.474e-06      	|
configure_callbacks                	|  5.019e-06      	|1              	|  5.019e-06      	|  1.4227e-06     	|
on_train_dataloader                	|  4.458e-06      	|1              	|  4.458e-06      	|  1.2636e-06     	|
configure_sharded_model            	|  4.2371e-06     	|1              	|  4.2371e-06     	|  1.201e-06      	|
