FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  368.55         	|  100 %          	|
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run_training_epoch                 	|  5.589          	|63             	|  352.11         	|  95.538         	|
run_training_batch                 	|  0.23287        	|1000           	|  232.87         	|  63.186         	|
optimizer_step_with_closure_0      	|  0.23107        	|1000           	|  231.07         	|  62.696         	|
training_step_and_backward         	|  0.17179        	|1000           	|  171.79         	|  46.612         	|
model_forward                      	|  0.086469       	|1000           	|  86.469         	|  23.462         	|
training_step                      	|  0.086308       	|1000           	|  86.308         	|  23.418         	|
backward                           	|  0.084034       	|1000           	|  84.034         	|  22.801         	|
get_train_batch                    	|  0.023649       	|1063           	|  25.138         	|  6.8209         	|
fetch_next_train_batch             	|  0.023625       	|1063           	|  25.113         	|  6.814          	|
on_train_batch_end                 	|  0.0014449      	|1000           	|  1.4449         	|  0.39204        	|
zero_grad                          	|  0.0012589      	|1000           	|  1.2589         	|  0.34157        	|
training_batch_to_device           	|  0.000279       	|1000           	|  0.279          	|  0.075701       	|
on_train_batch_start               	|  9.0921e-05     	|1000           	|  0.090921       	|  0.02467        	|
on_train_end                       	|  0.044024       	|1              	|  0.044024       	|  0.011945       	|
on_pretrain_routine_start          	|  0.025576       	|1              	|  0.025576       	|  0.0069396      	|
on_train_epoch_start               	|  0.00033308     	|63             	|  0.020984       	|  0.0056937      	|
on_train_epoch_end                 	|  0.00033009     	|63             	|  0.020796       	|  0.0056425      	|
on_batch_start                     	|  1.947e-05      	|1000           	|  0.01947        	|  0.0052829      	|
on_after_backward                  	|  1.5683e-05     	|1000           	|  0.015683       	|  0.0042553      	|
on_batch_end                       	|  1.3997e-05     	|1000           	|  0.013997       	|  0.0037977      	|
on_before_zero_grad                	|  1.3886e-05     	|1000           	|  0.013886       	|  0.0037678      	|
on_before_backward                 	|  1.1238e-05     	|1000           	|  0.011238       	|  0.0030491      	|
on_before_optimizer_step           	|  1.0968e-05     	|1000           	|  0.010968       	|  0.0029759      	|
configure_optimizers               	|  0.0096688      	|1              	|  0.0096688      	|  0.0026235      	|
training_step_end                  	|  6.1523e-06     	|1000           	|  0.0061523      	|  0.0016693      	|
on_train_start                     	|  0.0011638      	|1              	|  0.0011638      	|  0.00031578     	|
on_epoch_end                       	|  1.1039e-05     	|63             	|  0.00069548     	|  0.00018871     	|
on_epoch_start                     	|  1.0703e-05     	|63             	|  0.0006743      	|  0.00018296     	|
on_fit_end                         	|  4.6505e-05     	|1              	|  4.6505e-05     	|  1.2618e-05     	|
on_fit_start                       	|  3.8264e-05     	|1              	|  3.8264e-05     	|  1.0382e-05     	|
on_configure_sharded_model         	|  2.3026e-05     	|1              	|  2.3026e-05     	|  6.2477e-06     	|
setup                              	|  2.2514e-05     	|1              	|  2.2514e-05     	|  6.1087e-06     	|
on_before_accelerator_backend_setup	|  2.235e-05      	|1              	|  2.235e-05      	|  6.0642e-06     	|
on_pretrain_routine_end            	|  1.5892e-05     	|1              	|  1.5892e-05     	|  4.312e-06      	|
teardown                           	|  1.4575e-05     	|1              	|  1.4575e-05     	|  3.9547e-06     	|
configure_sharded_model            	|  7.6685e-06     	|1              	|  7.6685e-06     	|  2.0807e-06     	|
prepare_data                       	|  7.54e-06       	|1              	|  7.54e-06       	|  2.0458e-06     	|
on_val_dataloader                  	|  6.9831e-06     	|1              	|  6.9831e-06     	|  1.8947e-06     	|
configure_callbacks                	|  6.9253e-06     	|1              	|  6.9253e-06     	|  1.8791e-06     	|
on_train_dataloader                	|  6.0853e-06     	|1              	|  6.0853e-06     	|  1.6511e-06     	|
