FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  362.88         	|  100 %          	|
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run_training_epoch                 	|  13.607         	|25             	|  340.18         	|  93.744         	|
run_training_batch                 	|  0.28606        	|1000           	|  286.06         	|  78.832         	|
optimizer_step_with_closure_0      	|  0.28309        	|1000           	|  283.09         	|  78.012         	|
training_step_and_backward         	|  0.21897        	|1000           	|  218.97         	|  60.342         	|
backward                           	|  0.1103         	|1000           	|  110.3          	|  30.396         	|
model_forward                      	|  0.10714        	|1000           	|  107.14         	|  29.526         	|
training_step                      	|  0.10696        	|1000           	|  106.96         	|  29.474         	|
get_train_batch                    	|  0.010892       	|1025           	|  11.164         	|  3.0766         	|
fetch_next_train_batch             	|  0.010869       	|1025           	|  11.14          	|  3.07           	|
on_train_batch_end                 	|  0.0019941      	|1000           	|  1.9941         	|  0.54953        	|
zero_grad                          	|  0.0014911      	|1000           	|  1.4911         	|  0.4109         	|
training_batch_to_device           	|  0.00024696     	|1000           	|  0.24696        	|  0.068055       	|
on_train_batch_start               	|  9.7248e-05     	|1000           	|  0.097248       	|  0.026799       	|
on_train_end                       	|  0.043559       	|1              	|  0.043559       	|  0.012004       	|
on_after_backward                  	|  2.5274e-05     	|1000           	|  0.025274       	|  0.0069649      	|
on_pretrain_routine_start          	|  0.023748       	|1              	|  0.023748       	|  0.0065443      	|
on_batch_start                     	|  1.9993e-05     	|1000           	|  0.019993       	|  0.0055096      	|
on_before_zero_grad                	|  1.7933e-05     	|1000           	|  0.017933       	|  0.0049418      	|
on_batch_end                       	|  1.574e-05      	|1000           	|  0.01574        	|  0.0043376      	|
on_before_optimizer_step           	|  1.3301e-05     	|1000           	|  0.013301       	|  0.0036654      	|
on_before_backward                 	|  1.325e-05      	|1000           	|  0.01325        	|  0.0036512      	|
configure_optimizers               	|  0.011911       	|1              	|  0.011911       	|  0.0032825      	|
on_train_epoch_start               	|  0.00037415     	|25             	|  0.0093538      	|  0.0025777      	|
on_train_epoch_end                 	|  0.00036311     	|25             	|  0.0090777      	|  0.0025016      	|
training_step_end                  	|  7.0117e-06     	|1000           	|  0.0070117      	|  0.0019322      	|
on_train_start                     	|  0.0010934      	|1              	|  0.0010934      	|  0.00030132     	|
on_epoch_end                       	|  1.1945e-05     	|25             	|  0.00029863     	|  8.2295e-05     	|
on_epoch_start                     	|  1.1361e-05     	|25             	|  0.00028401     	|  7.8267e-05     	|
on_fit_start                       	|  4.6648e-05     	|1              	|  4.6648e-05     	|  1.2855e-05     	|
setup                              	|  3.1672e-05     	|1              	|  3.1672e-05     	|  8.7281e-06     	|
on_configure_sharded_model         	|  2.9851e-05     	|1              	|  2.9851e-05     	|  8.2261e-06     	|
on_fit_end                         	|  2.6494e-05     	|1              	|  2.6494e-05     	|  7.3012e-06     	|
on_before_accelerator_backend_setup	|  2.2663e-05     	|1              	|  2.2663e-05     	|  6.2453e-06     	|
configure_sharded_model            	|  1.8813e-05     	|1              	|  1.8813e-05     	|  5.1843e-06     	|
on_pretrain_routine_end            	|  1.844e-05      	|1              	|  1.844e-05      	|  5.0817e-06     	|
teardown                           	|  1.6643e-05     	|1              	|  1.6643e-05     	|  4.5863e-06     	|
prepare_data                       	|  8.76e-06       	|1              	|  8.76e-06       	|  2.414e-06      	|
on_train_dataloader                	|  7.8995e-06     	|1              	|  7.8995e-06     	|  2.1769e-06     	|
on_val_dataloader                  	|  7.7169e-06     	|1              	|  7.7169e-06     	|  2.1266e-06     	|
configure_callbacks                	|  7.35e-06       	|1              	|  7.35e-06       	|  2.0255e-06     	|
