FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  533.99         	|  100 %          	|
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run_training_epoch                 	|  8.1087         	|63             	|  510.85         	|  95.666         	|
run_training_batch                 	|  0.37422        	|1000           	|  374.22         	|  70.079         	|
optimizer_step_with_closure_0      	|  0.37159        	|1000           	|  371.59         	|  69.587         	|
training_step_and_backward         	|  0.26586        	|1000           	|  265.86         	|  49.788         	|
model_forward                      	|  0.13814        	|1000           	|  138.14         	|  25.869         	|
training_step                      	|  0.13796        	|1000           	|  137.96         	|  25.836         	|
backward                           	|  0.12622        	|1000           	|  126.22         	|  23.636         	|
get_train_batch                    	|  0.029344       	|1063           	|  31.193         	|  5.8415         	|
fetch_next_train_batch             	|  0.02932        	|1063           	|  31.168         	|  5.8367         	|
on_train_batch_end                 	|  0.00181        	|1000           	|  1.81           	|  0.33896        	|
zero_grad                          	|  0.0014787      	|1000           	|  1.4787         	|  0.27691        	|
training_batch_to_device           	|  0.00025311     	|1000           	|  0.25311        	|  0.0474         	|
on_train_batch_start               	|  9.6173e-05     	|1000           	|  0.096173       	|  0.01801        	|
on_train_end                       	|  0.043602       	|1              	|  0.043602       	|  0.0081654      	|
on_train_epoch_start               	|  0.0003725      	|63             	|  0.023468       	|  0.0043948      	|
on_train_epoch_end                 	|  0.00035214     	|63             	|  0.022185       	|  0.0041545      	|
on_pretrain_routine_start          	|  0.022024       	|1              	|  0.022024       	|  0.0041245      	|
on_batch_start                     	|  2.1202e-05     	|1000           	|  0.021202       	|  0.0039704      	|
on_after_backward                  	|  2.0389e-05     	|1000           	|  0.020389       	|  0.0038183      	|
on_before_zero_grad                	|  1.5561e-05     	|1000           	|  0.015561       	|  0.002914       	|
on_batch_end                       	|  1.541e-05      	|1000           	|  0.01541        	|  0.0028859      	|
on_before_optimizer_step           	|  1.3152e-05     	|1000           	|  0.013152       	|  0.0024629      	|
on_before_backward                 	|  1.2304e-05     	|1000           	|  0.012304       	|  0.0023042      	|
configure_optimizers               	|  0.010665       	|1              	|  0.010665       	|  0.0019973      	|
training_step_end                  	|  9.5614e-06     	|1000           	|  0.0095614      	|  0.0017906      	|
on_train_start                     	|  0.0019731      	|1              	|  0.0019731      	|  0.0003695      	|
on_epoch_end                       	|  1.1171e-05     	|63             	|  0.00070375     	|  0.00013179     	|
on_epoch_start                     	|  1.1023e-05     	|63             	|  0.00069445     	|  0.00013005     	|
on_fit_end                         	|  5.2087e-05     	|1              	|  5.2087e-05     	|  9.7543e-06     	|
on_fit_start                       	|  4.4998e-05     	|1              	|  4.4998e-05     	|  8.4267e-06     	|
on_before_accelerator_backend_setup	|  2.747e-05      	|1              	|  2.747e-05      	|  5.1443e-06     	|
setup                              	|  2.5729e-05     	|1              	|  2.5729e-05     	|  4.8182e-06     	|
on_configure_sharded_model         	|  2.5373e-05     	|1              	|  2.5373e-05     	|  4.7516e-06     	|
teardown                           	|  1.6129e-05     	|1              	|  1.6129e-05     	|  3.0204e-06     	|
on_pretrain_routine_end            	|  1.4104e-05     	|1              	|  1.4104e-05     	|  2.6412e-06     	|
prepare_data                       	|  1.0507e-05     	|1              	|  1.0507e-05     	|  1.9677e-06     	|
configure_callbacks                	|  7.7803e-06     	|1              	|  7.7803e-06     	|  1.457e-06      	|
configure_sharded_model            	|  7.404e-06      	|1              	|  7.404e-06      	|  1.3865e-06     	|
on_val_dataloader                  	|  7.0222e-06     	|1              	|  7.0222e-06     	|  1.315e-06      	|
on_train_dataloader                	|  6.2305e-06     	|1              	|  6.2305e-06     	|  1.1668e-06     	|
