FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  542.45         	|  100 %          	|
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run_training_epoch                 	|  8.2297         	|63             	|  518.47         	|  95.579         	|
run_training_batch                 	|  0.37931        	|1000           	|  379.31         	|  69.924         	|
optimizer_step_with_closure_0      	|  0.37619        	|1000           	|  376.19         	|  69.35          	|
training_step_and_backward         	|  0.27089        	|1000           	|  270.89         	|  49.939         	|
model_forward                      	|  0.13819        	|1000           	|  138.19         	|  25.474         	|
training_step                      	|  0.138          	|1000           	|  138.0          	|  25.44          	|
backward                           	|  0.13119        	|1000           	|  131.19         	|  24.185         	|
get_train_batch                    	|  0.029621       	|1063           	|  31.487         	|  5.8045         	|
fetch_next_train_batch             	|  0.029583       	|1063           	|  31.447         	|  5.7972         	|
on_train_batch_end                 	|  0.00219        	|1000           	|  2.19           	|  0.40372        	|
zero_grad                          	|  0.0014806      	|1000           	|  1.4806         	|  0.27294        	|
training_batch_to_device           	|  0.00026517     	|1000           	|  0.26517        	|  0.048884       	|
on_train_batch_start               	|  9.7616e-05     	|1000           	|  0.097616       	|  0.017995       	|
on_train_end                       	|  0.046011       	|1              	|  0.046011       	|  0.008482       	|
on_after_backward                  	|  2.7689e-05     	|1000           	|  0.027689       	|  0.0051044      	|
on_train_epoch_start               	|  0.00040914     	|63             	|  0.025776       	|  0.0047517      	|
on_train_epoch_end                 	|  0.0004091      	|63             	|  0.025773       	|  0.0047513      	|
on_pretrain_routine_start          	|  0.025527       	|1              	|  0.025527       	|  0.0047059      	|
on_batch_start                     	|  2.2223e-05     	|1000           	|  0.022223       	|  0.0040967      	|
on_batch_end                       	|  1.777e-05      	|1000           	|  0.01777        	|  0.0032759      	|
on_before_zero_grad                	|  1.7001e-05     	|1000           	|  0.017001       	|  0.0031341      	|
on_before_backward                 	|  1.4508e-05     	|1000           	|  0.014508       	|  0.0026744      	|
on_before_optimizer_step           	|  1.3325e-05     	|1000           	|  0.013325       	|  0.0024565      	|
configure_optimizers               	|  0.011204       	|1              	|  0.011204       	|  0.0020655      	|
training_step_end                  	|  6.9457e-06     	|1000           	|  0.0069457      	|  0.0012804      	|
on_train_start                     	|  0.0022365      	|1              	|  0.0022365      	|  0.00041229     	|
on_epoch_start                     	|  1.2239e-05     	|63             	|  0.00077105     	|  0.00014214     	|
on_epoch_end                       	|  1.1534e-05     	|63             	|  0.00072665     	|  0.00013396     	|
on_before_accelerator_backend_setup	|  8.3359e-05     	|1              	|  8.3359e-05     	|  1.5367e-05     	|
on_fit_end                         	|  6.29e-05       	|1              	|  6.29e-05       	|  1.1595e-05     	|
on_fit_start                       	|  4.7734e-05     	|1              	|  4.7734e-05     	|  8.7997e-06     	|
on_configure_sharded_model         	|  3.0816e-05     	|1              	|  3.0816e-05     	|  5.6808e-06     	|
setup                              	|  3.0436e-05     	|1              	|  3.0436e-05     	|  5.6107e-06     	|
configure_callbacks                	|  2.267e-05      	|1              	|  2.267e-05      	|  4.1792e-06     	|
on_train_dataloader                	|  1.9426e-05     	|1              	|  1.9426e-05     	|  3.5811e-06     	|
teardown                           	|  1.5276e-05     	|1              	|  1.5276e-05     	|  2.816e-06      	|
on_pretrain_routine_end            	|  1.5123e-05     	|1              	|  1.5123e-05     	|  2.7879e-06     	|
prepare_data                       	|  9.995e-06      	|1              	|  9.995e-06      	|  1.8425e-06     	|
configure_sharded_model            	|  9.0618e-06     	|1              	|  9.0618e-06     	|  1.6705e-06     	|
on_val_dataloader                  	|  8.6334e-06     	|1              	|  8.6334e-06     	|  1.5915e-06     	|
