FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  539.78         	|  100 %          	|
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run_training_epoch                 	|  8.1829         	|63             	|  515.52         	|  95.505         	|
run_training_batch                 	|  0.37877        	|1000           	|  378.77         	|  70.171         	|
optimizer_step_with_closure_0      	|  0.3756         	|1000           	|  375.6          	|  69.584         	|
training_step_and_backward         	|  0.27059        	|1000           	|  270.59         	|  50.129         	|
model_forward                      	|  0.13771        	|1000           	|  137.71         	|  25.512         	|
training_step                      	|  0.13752        	|1000           	|  137.52         	|  25.477         	|
backward                           	|  0.13137        	|1000           	|  131.37         	|  24.338         	|
get_train_batch                    	|  0.028911       	|1063           	|  30.732         	|  5.6935         	|
fetch_next_train_batch             	|  0.028886       	|1063           	|  30.706         	|  5.6885         	|
on_train_batch_end                 	|  0.0022304      	|1000           	|  2.2304         	|  0.4132         	|
zero_grad                          	|  0.0014716      	|1000           	|  1.4716         	|  0.27262        	|
training_batch_to_device           	|  0.00026564     	|1000           	|  0.26564        	|  0.049213       	|
on_train_batch_start               	|  9.8588e-05     	|1000           	|  0.098588       	|  0.018264       	|
on_train_end                       	|  0.04507        	|1              	|  0.04507        	|  0.0083496      	|
on_pretrain_routine_start          	|  0.02753        	|1              	|  0.02753        	|  0.0051002      	|
on_train_epoch_start               	|  0.000405       	|63             	|  0.025515       	|  0.0047269      	|
on_train_epoch_end                 	|  0.00040117     	|63             	|  0.025274       	|  0.0046822      	|
on_after_backward                  	|  2.4064e-05     	|1000           	|  0.024064       	|  0.0044581      	|
on_batch_start                     	|  2.2221e-05     	|1000           	|  0.022221       	|  0.0041166      	|
on_before_zero_grad                	|  1.7241e-05     	|1000           	|  0.017241       	|  0.0031941      	|
on_batch_end                       	|  1.625e-05      	|1000           	|  0.01625        	|  0.0030105      	|
on_before_backward                 	|  1.3694e-05     	|1000           	|  0.013694       	|  0.0025369      	|
on_before_optimizer_step           	|  1.3546e-05     	|1000           	|  0.013546       	|  0.0025095      	|
configure_optimizers               	|  0.010462       	|1              	|  0.010462       	|  0.0019382      	|
training_step_end                  	|  7.8903e-06     	|1000           	|  0.0078903      	|  0.0014617      	|
on_train_start                     	|  0.0021698      	|1              	|  0.0021698      	|  0.00040198     	|
on_epoch_start                     	|  1.163e-05      	|63             	|  0.00073267     	|  0.00013573     	|
on_epoch_end                       	|  1.1394e-05     	|63             	|  0.00071779     	|  0.00013298     	|
on_fit_end                         	|  6.2648e-05     	|1              	|  6.2648e-05     	|  1.1606e-05     	|
on_fit_start                       	|  3.9516e-05     	|1              	|  3.9516e-05     	|  7.3207e-06     	|
on_before_accelerator_backend_setup	|  3.7948e-05     	|1              	|  3.7948e-05     	|  7.0302e-06     	|
on_configure_sharded_model         	|  2.8605e-05     	|1              	|  2.8605e-05     	|  5.2993e-06     	|
setup                              	|  2.612e-05      	|1              	|  2.612e-05      	|  4.8389e-06     	|
teardown                           	|  1.6917e-05     	|1              	|  1.6917e-05     	|  3.1339e-06     	|
on_pretrain_routine_end            	|  1.386e-05      	|1              	|  1.386e-05      	|  2.5677e-06     	|
prepare_data                       	|  9.2071e-06     	|1              	|  9.2071e-06     	|  1.7057e-06     	|
configure_sharded_model            	|  9.1139e-06     	|1              	|  9.1139e-06     	|  1.6884e-06     	|
configure_callbacks                	|  8.2944e-06     	|1              	|  8.2944e-06     	|  1.5366e-06     	|
on_val_dataloader                  	|  6.1952e-06     	|1              	|  6.1952e-06     	|  1.1477e-06     	|
on_train_dataloader                	|  5.6513e-06     	|1              	|  5.6513e-06     	|  1.0469e-06     	|
