FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  344.53         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.794         	|21             	|  331.68         	|  96.272         	|
run_training_batch                 	|  0.31747        	|1000           	|  317.47         	|  92.145         	|
optimizer_step_with_closure_0      	|  0.31455        	|1000           	|  314.55         	|  91.3           	|
training_step_and_backward         	|  0.24101        	|1000           	|  241.01         	|  69.953         	|
backward                           	|  0.12196        	|1000           	|  121.96         	|  35.399         	|
model_forward                      	|  0.1175         	|1000           	|  117.5          	|  34.105         	|
training_step                      	|  0.11729        	|1000           	|  117.29         	|  34.045         	|
get_train_batch                    	|  0.0046694      	|1021           	|  4.7675         	|  1.3838         	|
fetch_next_train_batch             	|  0.004647       	|1021           	|  4.7446         	|  1.3771         	|
on_train_batch_end                 	|  0.0019484      	|1000           	|  1.9484         	|  0.56552        	|
zero_grad                          	|  0.0015165      	|1000           	|  1.5165         	|  0.44018        	|
training_batch_to_device           	|  0.00030094     	|1000           	|  0.30094        	|  0.087349       	|
on_train_batch_start               	|  0.00011457     	|1000           	|  0.11457        	|  0.033253       	|
on_train_end                       	|  0.025109       	|1              	|  0.025109       	|  0.0072881      	|
on_pretrain_routine_start          	|  0.022574       	|1              	|  0.022574       	|  0.0065523      	|
on_after_backward                  	|  2.1297e-05     	|1000           	|  0.021297       	|  0.0061816      	|
on_batch_start                     	|  2.1159e-05     	|1000           	|  0.021159       	|  0.0061415      	|
on_before_zero_grad                	|  1.6333e-05     	|1000           	|  0.016333       	|  0.0047406      	|
on_batch_end                       	|  1.6091e-05     	|1000           	|  0.016091       	|  0.0046705      	|
on_before_optimizer_step           	|  1.4815e-05     	|1000           	|  0.014815       	|  0.0043002      	|
on_before_backward                 	|  1.4361e-05     	|1000           	|  0.014361       	|  0.0041682      	|
on_train_epoch_start               	|  0.0004515      	|21             	|  0.0094816      	|  0.0027521      	|
on_train_epoch_end                 	|  0.00044407     	|21             	|  0.0093255      	|  0.0027068      	|
training_step_end                  	|  8.6365e-06     	|1000           	|  0.0086365      	|  0.0025068      	|
configure_optimizers               	|  0.0084656      	|1              	|  0.0084656      	|  0.0024572      	|
on_train_start                     	|  0.0017504      	|1              	|  0.0017504      	|  0.00050806     	|
on_epoch_end                       	|  1.1685e-05     	|21             	|  0.00024538     	|  7.1221e-05     	|
on_epoch_start                     	|  1.0434e-05     	|21             	|  0.00021911     	|  6.3599e-05     	|
setup                              	|  3.0707e-05     	|1              	|  3.0707e-05     	|  8.9128e-06     	|
on_before_accelerator_backend_setup	|  3.0437e-05     	|1              	|  3.0437e-05     	|  8.8344e-06     	|
on_fit_end                         	|  2.8445e-05     	|1              	|  2.8445e-05     	|  8.2562e-06     	|
on_pretrain_routine_end            	|  1.8714e-05     	|1              	|  1.8714e-05     	|  5.4318e-06     	|
on_configure_sharded_model         	|  1.8309e-05     	|1              	|  1.8309e-05     	|  5.3142e-06     	|
on_fit_start                       	|  1.7972e-05     	|1              	|  1.7972e-05     	|  5.2164e-06     	|
teardown                           	|  1.1002e-05     	|1              	|  1.1002e-05     	|  3.1934e-06     	|
prepare_data                       	|  8.873e-06      	|1              	|  8.873e-06      	|  2.5754e-06     	|
on_train_dataloader                	|  7.263e-06      	|1              	|  7.263e-06      	|  2.1081e-06     	|
on_val_dataloader                  	|  6.667e-06      	|1              	|  6.667e-06      	|  1.9351e-06     	|
configure_callbacks                	|  6.236e-06      	|1              	|  6.236e-06      	|  1.81e-06       	|
configure_sharded_model            	|  5.755e-06      	|1              	|  5.755e-06      	|  1.6704e-06     	|
