FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  676.82         	|  100 %          	|
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run_training_epoch                 	|  3.9348         	|167            	|  657.11         	|  97.088         	|
run_training_batch                 	|  0.28           	|1000           	|  280.0          	|  41.37          	|
optimizer_step_with_closure_0      	|  0.27603        	|1000           	|  276.03         	|  40.783         	|
training_step_and_backward         	|  0.20841        	|1000           	|  208.41         	|  30.792         	|
model_forward                      	|  0.11181        	|1000           	|  111.81         	|  16.52          	|
training_step                      	|  0.11162        	|1000           	|  111.62         	|  16.492         	|
backward                           	|  0.095034       	|1000           	|  95.034         	|  14.041         	|
get_train_batch                    	|  0.068175       	|1167           	|  79.56          	|  11.755         	|
fetch_next_train_batch             	|  0.068148       	|1167           	|  79.528         	|  11.75          	|
on_train_batch_end                 	|  0.0020083      	|1000           	|  2.0083         	|  0.29672        	|
zero_grad                          	|  0.0015248      	|1000           	|  1.5248         	|  0.22529        	|
training_batch_to_device           	|  0.000355       	|1000           	|  0.355          	|  0.05245        	|
on_train_batch_start               	|  0.0001011      	|1000           	|  0.1011         	|  0.014937       	|
on_train_epoch_start               	|  0.00033211     	|167            	|  0.055463       	|  0.0081946      	|
on_train_epoch_end                 	|  0.00031726     	|167            	|  0.052982       	|  0.0078281      	|
on_train_end                       	|  0.050576       	|1              	|  0.050576       	|  0.0074725      	|
on_batch_start                     	|  2.8007e-05     	|1000           	|  0.028007       	|  0.004138       	|
on_pretrain_routine_start          	|  0.022054       	|1              	|  0.022054       	|  0.0032584      	|
on_after_backward                  	|  2.1591e-05     	|1000           	|  0.021591       	|  0.00319        	|
on_before_zero_grad                	|  1.7206e-05     	|1000           	|  0.017206       	|  0.0025422      	|
on_batch_end                       	|  1.5654e-05     	|1000           	|  0.015654       	|  0.0023128      	|
configure_optimizers               	|  0.012911       	|1              	|  0.012911       	|  0.0019076      	|
on_before_optimizer_step           	|  1.2278e-05     	|1000           	|  0.012278       	|  0.0018141      	|
on_before_backward                 	|  1.181e-05      	|1000           	|  0.01181        	|  0.0017449      	|
training_step_end                  	|  7.0453e-06     	|1000           	|  0.0070453      	|  0.0010409      	|
on_epoch_end                       	|  2.9016e-05     	|167            	|  0.0048456      	|  0.00071594     	|
on_epoch_start                     	|  1.0851e-05     	|167            	|  0.0018122      	|  0.00026774     	|
on_train_start                     	|  0.0016844      	|1              	|  0.0016844      	|  0.00024886     	|
on_fit_end                         	|  6.8393e-05     	|1              	|  6.8393e-05     	|  1.0105e-05     	|
on_fit_start                       	|  4.1731e-05     	|1              	|  4.1731e-05     	|  6.1657e-06     	|
setup                              	|  3.2408e-05     	|1              	|  3.2408e-05     	|  4.7883e-06     	|
on_before_accelerator_backend_setup	|  3.0112e-05     	|1              	|  3.0112e-05     	|  4.4489e-06     	|
on_configure_sharded_model         	|  2.1754e-05     	|1              	|  2.1754e-05     	|  3.2141e-06     	|
teardown                           	|  1.7624e-05     	|1              	|  1.7624e-05     	|  2.604e-06      	|
on_pretrain_routine_end            	|  1.2392e-05     	|1              	|  1.2392e-05     	|  1.8309e-06     	|
configure_callbacks                	|  1.0341e-05     	|1              	|  1.0341e-05     	|  1.5279e-06     	|
prepare_data                       	|  9.4976e-06     	|1              	|  9.4976e-06     	|  1.4033e-06     	|
configure_sharded_model            	|  8.6445e-06     	|1              	|  8.6445e-06     	|  1.2772e-06     	|
on_train_dataloader                	|  8.0038e-06     	|1              	|  8.0038e-06     	|  1.1826e-06     	|
on_val_dataloader                  	|  6.8713e-06     	|1              	|  6.8713e-06     	|  1.0152e-06     	|
