FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1393.9         	|  100 %          	|
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run_training_epoch                 	|  2.7499         	|500            	|  1374.9         	|  98.64          	|
run_training_batch                 	|  0.384          	|1000           	|  384.0          	|  27.548         	|
optimizer_step_with_closure_0      	|  0.38051        	|1000           	|  380.51         	|  27.298         	|
training_step_and_backward         	|  0.27625        	|1000           	|  276.25         	|  19.818         	|
get_train_batch                    	|  0.10494        	|1500           	|  157.4          	|  11.292         	|
fetch_next_train_batch             	|  0.10489        	|1500           	|  157.34         	|  11.288         	|
model_forward                      	|  0.14605        	|1000           	|  146.05         	|  10.477         	|
training_step                      	|  0.14582        	|1000           	|  145.82         	|  10.461         	|
backward                           	|  0.12868        	|1000           	|  128.68         	|  9.2313         	|
on_train_batch_end                 	|  0.0022722      	|1000           	|  2.2722         	|  0.16301        	|
zero_grad                          	|  0.0014748      	|1000           	|  1.4748         	|  0.1058         	|
training_batch_to_device           	|  0.00062023     	|1000           	|  0.62023        	|  0.044496       	|
on_train_epoch_end                 	|  0.00036619     	|500            	|  0.1831         	|  0.013136       	|
on_train_epoch_start               	|  0.00035368     	|500            	|  0.17684        	|  0.012687       	|
on_train_batch_start               	|  0.00011078     	|1000           	|  0.11078        	|  0.0079473      	|
on_batch_start                     	|  4.4745e-05     	|1000           	|  0.044745       	|  0.0032101      	|
on_train_end                       	|  0.043485       	|1              	|  0.043485       	|  0.0031196      	|
on_after_backward                  	|  2.3524e-05     	|1000           	|  0.023524       	|  0.0016877      	|
on_before_zero_grad                	|  2.3032e-05     	|1000           	|  0.023032       	|  0.0016523      	|
on_pretrain_routine_start          	|  0.022078       	|1              	|  0.022078       	|  0.0015839      	|
on_before_backward                 	|  1.8945e-05     	|1000           	|  0.018945       	|  0.0013591      	|
on_before_optimizer_step           	|  1.6568e-05     	|1000           	|  0.016568       	|  0.0011886      	|
on_batch_end                       	|  1.6421e-05     	|1000           	|  0.016421       	|  0.001178       	|
configure_optimizers               	|  0.0096013      	|1              	|  0.0096013      	|  0.00068881     	|
training_step_end                  	|  8.5065e-06     	|1000           	|  0.0085065      	|  0.00061026     	|
on_epoch_end                       	|  1.218e-05      	|500            	|  0.00609        	|  0.00043691     	|
on_epoch_start                     	|  1.1163e-05     	|500            	|  0.0055816      	|  0.00040043     	|
on_train_start                     	|  0.0023292      	|1              	|  0.0023292      	|  0.0001671      	|
on_fit_end                         	|  3.9203e-05     	|1              	|  3.9203e-05     	|  2.8125e-06     	|
setup                              	|  3.4139e-05     	|1              	|  3.4139e-05     	|  2.4491e-06     	|
on_pretrain_routine_end            	|  3.3034e-05     	|1              	|  3.3034e-05     	|  2.3699e-06     	|
on_before_accelerator_backend_setup	|  3.1846e-05     	|1              	|  3.1846e-05     	|  2.2846e-06     	|
on_fit_start                       	|  2.6464e-05     	|1              	|  2.6464e-05     	|  1.8986e-06     	|
on_configure_sharded_model         	|  2.5192e-05     	|1              	|  2.5192e-05     	|  1.8073e-06     	|
teardown                           	|  2.1191e-05     	|1              	|  2.1191e-05     	|  1.5203e-06     	|
prepare_data                       	|  9.2853e-06     	|1              	|  9.2853e-06     	|  6.6614e-07     	|
configure_callbacks                	|  8.9202e-06     	|1              	|  8.9202e-06     	|  6.3994e-07     	|
configure_sharded_model            	|  8.8438e-06     	|1              	|  8.8438e-06     	|  6.3447e-07     	|
on_val_dataloader                  	|  6.3628e-06     	|1              	|  6.3628e-06     	|  4.5647e-07     	|
on_train_dataloader                	|  5.8375e-06     	|1              	|  5.8375e-06     	|  4.1879e-07     	|
