FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1545.4         	|  100 %          	|
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run_training_epoch                 	|  72.49          	|21             	|  1522.3         	|  98.505         	|
run_training_batch                 	|  0.18653        	|8000           	|  1492.2         	|  96.561         	|
training_step_and_backward         	|  0.17662        	|8000           	|  1413.0         	|  91.431         	|
model_forward                      	|  0.093938       	|8000           	|  751.51         	|  48.629         	|
training_step                      	|  0.093807       	|8000           	|  750.45         	|  48.561         	|
backward                           	|  0.082502       	|8000           	|  660.01         	|  42.709         	|
optimizer_step_with_closure_0      	|  0.2346         	|1000           	|  234.6          	|  15.18          	|
get_train_batch                    	|  0.0018252      	|8021           	|  14.64          	|  0.94732        	|
fetch_next_train_batch             	|  0.0018091      	|8021           	|  14.511         	|  0.93899        	|
on_train_batch_end                 	|  0.0010562      	|8000           	|  8.4496         	|  0.54676        	|
training_batch_to_device           	|  0.00021536     	|8000           	|  1.7229         	|  0.11148        	|
zero_grad                          	|  0.001305       	|1000           	|  1.305          	|  0.084443       	|
on_train_batch_start               	|  9.0216e-05     	|8000           	|  0.72173        	|  0.046702       	|
on_batch_start                     	|  1.5115e-05     	|8000           	|  0.12092        	|  0.0078245      	|
on_batch_end                       	|  1.3676e-05     	|8000           	|  0.10941        	|  0.0070795      	|
on_before_backward                 	|  1.3362e-05     	|8000           	|  0.1069         	|  0.0069173      	|
on_after_backward                  	|  1.1856e-05     	|8000           	|  0.094845       	|  0.0061373      	|
training_step_end                  	|  5.5372e-06     	|8000           	|  0.044297       	|  0.0028664      	|
on_train_end                       	|  0.025588       	|1              	|  0.025588       	|  0.0016557      	|
on_pretrain_routine_start          	|  0.022552       	|1              	|  0.022552       	|  0.0014593      	|
on_before_zero_grad                	|  1.4769e-05     	|1000           	|  0.014769       	|  0.00095568     	|
on_before_optimizer_step           	|  1.1313e-05     	|1000           	|  0.011313       	|  0.00073204     	|
configure_optimizers               	|  0.0081082      	|1              	|  0.0081082      	|  0.00052467     	|
on_train_epoch_start               	|  0.00029146     	|21             	|  0.0061206      	|  0.00039606     	|
on_train_epoch_end                 	|  0.00028069     	|21             	|  0.0058944      	|  0.00038142     	|
on_train_start                     	|  0.00067627     	|1              	|  0.00067627     	|  4.376e-05      	|
on_epoch_start                     	|  1.0858e-05     	|21             	|  0.00022802     	|  1.4755e-05     	|
on_epoch_end                       	|  1.026e-05      	|21             	|  0.00021546     	|  1.3942e-05     	|
on_fit_end                         	|  2.4125e-05     	|1              	|  2.4125e-05     	|  1.5611e-06     	|
on_before_accelerator_backend_setup	|  1.9436e-05     	|1              	|  1.9436e-05     	|  1.2577e-06     	|
on_fit_start                       	|  1.8806e-05     	|1              	|  1.8806e-05     	|  1.2169e-06     	|
on_configure_sharded_model         	|  1.4516e-05     	|1              	|  1.4516e-05     	|  9.3932e-07     	|
setup                              	|  1.4116e-05     	|1              	|  1.4116e-05     	|  9.1343e-07     	|
teardown                           	|  1.048e-05      	|1              	|  1.048e-05      	|  6.7814e-07     	|
on_pretrain_routine_end            	|  9.7989e-06     	|1              	|  9.7989e-06     	|  6.3407e-07     	|
configure_callbacks                	|  8.4459e-06     	|1              	|  8.4459e-06     	|  5.4653e-07     	|
prepare_data                       	|  8.2559e-06     	|1              	|  8.2559e-06     	|  5.3423e-07     	|
configure_sharded_model            	|  4.4878e-06     	|1              	|  4.4878e-06     	|  2.904e-07      	|
on_val_dataloader                  	|  4.3779e-06     	|1              	|  4.3779e-06     	|  2.8329e-07     	|
on_train_dataloader                	|  4.0571e-06     	|1              	|  4.0571e-06     	|  2.6253e-07     	|
