FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  534.76         	|  100 %          	|
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run_training_epoch                 	|  8.1045         	|63             	|  510.58         	|  95.479         	|
run_training_batch                 	|  0.37383        	|1000           	|  373.83         	|  69.905         	|
optimizer_step_with_closure_0      	|  0.37117        	|1000           	|  371.17         	|  69.409         	|
training_step_and_backward         	|  0.26432        	|1000           	|  264.32         	|  49.428         	|
model_forward                      	|  0.13724        	|1000           	|  137.24         	|  25.664         	|
training_step                      	|  0.13707        	|1000           	|  137.07         	|  25.632         	|
backward                           	|  0.12551        	|1000           	|  125.51         	|  23.47          	|
get_train_batch                    	|  0.028951       	|1063           	|  30.775         	|  5.7549         	|
fetch_next_train_batch             	|  0.028928       	|1063           	|  30.75          	|  5.7502         	|
on_train_batch_end                 	|  0.0018149      	|1000           	|  1.8149         	|  0.33938        	|
zero_grad                          	|  0.001536       	|1000           	|  1.536          	|  0.28722        	|
training_batch_to_device           	|  0.00025692     	|1000           	|  0.25692        	|  0.048044       	|
on_train_batch_start               	|  9.7643e-05     	|1000           	|  0.097643       	|  0.018259       	|
on_train_end                       	|  0.042738       	|1              	|  0.042738       	|  0.007992       	|
on_pretrain_routine_start          	|  0.024237       	|1              	|  0.024237       	|  0.0045324      	|
on_train_epoch_end                 	|  0.00036446     	|63             	|  0.022961       	|  0.0042937      	|
on_train_epoch_start               	|  0.00034933     	|63             	|  0.022008       	|  0.0041154      	|
on_batch_start                     	|  2.106e-05      	|1000           	|  0.02106        	|  0.0039383      	|
on_after_backward                  	|  1.944e-05      	|1000           	|  0.01944        	|  0.0036352      	|
on_before_zero_grad                	|  1.614e-05      	|1000           	|  0.01614        	|  0.0030181      	|
on_batch_end                       	|  1.5376e-05     	|1000           	|  0.015376       	|  0.0028753      	|
on_before_optimizer_step           	|  1.2582e-05     	|1000           	|  0.012582       	|  0.0023529      	|
on_before_backward                 	|  1.194e-05      	|1000           	|  0.01194        	|  0.0022328      	|
configure_optimizers               	|  0.011371       	|1              	|  0.011371       	|  0.0021264      	|
training_step_end                  	|  6.9168e-06     	|1000           	|  0.0069168      	|  0.0012934      	|
on_train_start                     	|  0.0016041      	|1              	|  0.0016041      	|  0.00029996     	|
on_epoch_end                       	|  1.1905e-05     	|63             	|  0.00075001     	|  0.00014025     	|
on_epoch_start                     	|  1.0925e-05     	|63             	|  0.0006883      	|  0.00012871     	|
on_fit_end                         	|  7.6303e-05     	|1              	|  7.6303e-05     	|  1.4269e-05     	|
on_fit_start                       	|  4.6417e-05     	|1              	|  4.6417e-05     	|  8.68e-06       	|
on_before_accelerator_backend_setup	|  4.1036e-05     	|1              	|  4.1036e-05     	|  7.6737e-06     	|
setup                              	|  2.9437e-05     	|1              	|  2.9437e-05     	|  5.5047e-06     	|
on_configure_sharded_model         	|  2.6548e-05     	|1              	|  2.6548e-05     	|  4.9645e-06     	|
on_pretrain_routine_end            	|  2.4371e-05     	|1              	|  2.4371e-05     	|  4.5573e-06     	|
teardown                           	|  1.5656e-05     	|1              	|  1.5656e-05     	|  2.9276e-06     	|
prepare_data                       	|  1.1096e-05     	|1              	|  1.1096e-05     	|  2.0749e-06     	|
configure_callbacks                	|  8.4899e-06     	|1              	|  8.4899e-06     	|  1.5876e-06     	|
on_val_dataloader                  	|  6.6832e-06     	|1              	|  6.6832e-06     	|  1.2497e-06     	|
configure_sharded_model            	|  6.6143e-06     	|1              	|  6.6143e-06     	|  1.2369e-06     	|
on_train_dataloader                	|  6.0033e-06     	|1              	|  6.0033e-06     	|  1.1226e-06     	|
