FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  381.87         	|  100 %          	|
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run_training_epoch                 	|  5.7725         	|63             	|  363.67         	|  95.233         	|
run_training_batch                 	|  0.23105        	|1000           	|  231.05         	|  60.505         	|
optimizer_step_with_closure_0      	|  0.22923        	|1000           	|  229.23         	|  60.028         	|
training_step_and_backward         	|  0.17058        	|1000           	|  170.58         	|  44.67          	|
model_forward                      	|  0.085013       	|1000           	|  85.013         	|  22.262         	|
training_step                      	|  0.084857       	|1000           	|  84.857         	|  22.222         	|
backward                           	|  0.084247       	|1000           	|  84.247         	|  22.062         	|
get_train_batch                    	|  0.02746        	|1063           	|  29.19          	|  7.644          	|
fetch_next_train_batch             	|  0.027438       	|1063           	|  29.167         	|  7.6379         	|
on_train_batch_end                 	|  0.0014723      	|1000           	|  1.4723         	|  0.38554        	|
zero_grad                          	|  0.0012944      	|1000           	|  1.2944         	|  0.33898        	|
training_batch_to_device           	|  0.00022146     	|1000           	|  0.22146        	|  0.057994       	|
on_train_batch_start               	|  9.5674e-05     	|1000           	|  0.095674       	|  0.025054       	|
on_train_end                       	|  0.046962       	|1              	|  0.046962       	|  0.012298       	|
on_pretrain_routine_start          	|  0.025719       	|1              	|  0.025719       	|  0.0067351      	|
on_train_epoch_end                 	|  0.00032549     	|63             	|  0.020506       	|  0.0053699      	|
on_train_epoch_start               	|  0.00031919     	|63             	|  0.020109       	|  0.0052659      	|
on_batch_start                     	|  1.9862e-05     	|1000           	|  0.019862       	|  0.0052012      	|
on_after_backward                  	|  1.5645e-05     	|1000           	|  0.015645       	|  0.0040969      	|
on_batch_end                       	|  1.4754e-05     	|1000           	|  0.014754       	|  0.0038636      	|
on_before_zero_grad                	|  1.4366e-05     	|1000           	|  0.014366       	|  0.0037621      	|
on_before_backward                 	|  1.1465e-05     	|1000           	|  0.011465       	|  0.0030023      	|
on_before_optimizer_step           	|  1.0904e-05     	|1000           	|  0.010904       	|  0.0028555      	|
configure_optimizers               	|  0.010707       	|1              	|  0.010707       	|  0.0028038      	|
training_step_end                  	|  5.8363e-06     	|1000           	|  0.0058363      	|  0.0015283      	|
on_train_start                     	|  0.0012562      	|1              	|  0.0012562      	|  0.00032896     	|
on_epoch_end                       	|  1.0672e-05     	|63             	|  0.00067233     	|  0.00017606     	|
on_epoch_start                     	|  1.0422e-05     	|63             	|  0.00065656     	|  0.00017193     	|
on_fit_end                         	|  6.1134e-05     	|1              	|  6.1134e-05     	|  1.6009e-05     	|
on_fit_start                       	|  4.4044e-05     	|1              	|  4.4044e-05     	|  1.1534e-05     	|
setup                              	|  3.686e-05      	|1              	|  3.686e-05      	|  9.6525e-06     	|
on_before_accelerator_backend_setup	|  2.3371e-05     	|1              	|  2.3371e-05     	|  6.12e-06       	|
on_configure_sharded_model         	|  1.8165e-05     	|1              	|  1.8165e-05     	|  4.7567e-06     	|
on_pretrain_routine_end            	|  1.3534e-05     	|1              	|  1.3534e-05     	|  3.5441e-06     	|
teardown                           	|  1.3469e-05     	|1              	|  1.3469e-05     	|  3.5271e-06     	|
prepare_data                       	|  1.0485e-05     	|1              	|  1.0485e-05     	|  2.7457e-06     	|
configure_sharded_model            	|  6.8974e-06     	|1              	|  6.8974e-06     	|  1.8062e-06     	|
on_train_dataloader                	|  6.6999e-06     	|1              	|  6.6999e-06     	|  1.7545e-06     	|
configure_callbacks                	|  6.5602e-06     	|1              	|  6.5602e-06     	|  1.7179e-06     	|
on_val_dataloader                  	|  6.1262e-06     	|1              	|  6.1262e-06     	|  1.6043e-06     	|
