FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  356.36         	|  100 %          	|
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run_training_epoch                 	|  5.2916         	|63             	|  333.37         	|  93.55          	|
run_training_batch                 	|  0.31           	|1000           	|  310.0          	|  86.991         	|
optimizer_step_with_closure_0      	|  0.30727        	|1000           	|  307.27         	|  86.224         	|
training_step_and_backward         	|  0.23067        	|1000           	|  230.67         	|  64.73          	|
model_forward                      	|  0.14196        	|1000           	|  141.96         	|  39.836         	|
training_step                      	|  0.14182        	|1000           	|  141.82         	|  39.796         	|
backward                           	|  0.087383       	|1000           	|  87.383         	|  24.521         	|
get_train_batch                    	|  0.0074909      	|1063           	|  7.9629         	|  2.2345         	|
fetch_next_train_batch             	|  0.0074716      	|1063           	|  7.9423         	|  2.2288         	|
zero_grad                          	|  0.0013041      	|1000           	|  1.3041         	|  0.36596        	|
on_train_batch_end                 	|  0.0011969      	|1000           	|  1.1969         	|  0.33588        	|
training_batch_to_device           	|  0.00023124     	|1000           	|  0.23124        	|  0.064889       	|
on_train_batch_start               	|  9.0756e-05     	|1000           	|  0.090756       	|  0.025468       	|
on_train_end                       	|  0.024988       	|1              	|  0.024988       	|  0.0070122      	|
on_pretrain_routine_start          	|  0.022876       	|1              	|  0.022876       	|  0.0064195      	|
on_train_epoch_end                 	|  0.00028469     	|63             	|  0.017935       	|  0.0050329      	|
on_train_epoch_start               	|  0.00027784     	|63             	|  0.017504       	|  0.0049118      	|
on_batch_start                     	|  1.5998e-05     	|1000           	|  0.015998       	|  0.0044893      	|
on_before_zero_grad                	|  1.3898e-05     	|1000           	|  0.013898       	|  0.0038999      	|
on_batch_end                       	|  1.2986e-05     	|1000           	|  0.012986       	|  0.0036441      	|
on_after_backward                  	|  1.139e-05      	|1000           	|  0.01139        	|  0.0031963      	|
on_before_backward                 	|  1.0951e-05     	|1000           	|  0.010951       	|  0.0030731      	|
on_before_optimizer_step           	|  1.0098e-05     	|1000           	|  0.010098       	|  0.0028337      	|
configure_optimizers               	|  0.0089294      	|1              	|  0.0089294      	|  0.0025057      	|
training_step_end                  	|  5.7883e-06     	|1000           	|  0.0057883      	|  0.0016243      	|
on_train_start                     	|  0.00075159     	|1              	|  0.00075159     	|  0.00021091     	|
on_epoch_start                     	|  1.0856e-05     	|63             	|  0.00068395     	|  0.00019193     	|
on_epoch_end                       	|  1.0738e-05     	|63             	|  0.00067647     	|  0.00018983     	|
on_fit_end                         	|  2.2733e-05     	|1              	|  2.2733e-05     	|  6.3793e-06     	|
on_before_accelerator_backend_setup	|  1.9527e-05     	|1              	|  1.9527e-05     	|  5.4796e-06     	|
on_fit_start                       	|  1.7142e-05     	|1              	|  1.7142e-05     	|  4.8103e-06     	|
setup                              	|  1.4877e-05     	|1              	|  1.4877e-05     	|  4.1747e-06     	|
on_configure_sharded_model         	|  1.4157e-05     	|1              	|  1.4157e-05     	|  3.9727e-06     	|
on_pretrain_routine_end            	|  1.0449e-05     	|1              	|  1.0449e-05     	|  2.9322e-06     	|
teardown                           	|  1.0339e-05     	|1              	|  1.0339e-05     	|  2.9013e-06     	|
prepare_data                       	|  8.506e-06      	|1              	|  8.506e-06      	|  2.3869e-06     	|
configure_callbacks                	|  5.25e-06       	|1              	|  5.25e-06       	|  1.4732e-06     	|
configure_sharded_model            	|  4.839e-06      	|1              	|  4.839e-06      	|  1.3579e-06     	|
on_val_dataloader                  	|  4.599e-06      	|1              	|  4.599e-06      	|  1.2906e-06     	|
on_train_dataloader                	|  4.539e-06      	|1              	|  4.539e-06      	|  1.2737e-06     	|
