FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1143.4         	|  100 %          	|
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run_training_epoch                 	|  2.2466         	|500            	|  1123.3         	|  98.241         	|
run_training_batch                 	|  0.27477        	|1000           	|  274.77         	|  24.03          	|
optimizer_step_with_closure_0      	|  0.27117        	|1000           	|  271.17         	|  23.716         	|
training_step_and_backward         	|  0.20846        	|1000           	|  208.46         	|  18.232         	|
get_train_batch                    	|  0.10062        	|1500           	|  150.94         	|  13.2           	|
fetch_next_train_batch             	|  0.10058        	|1500           	|  150.88         	|  13.195         	|
backward                           	|  0.10381        	|1000           	|  103.81         	|  9.079          	|
model_forward                      	|  0.10319        	|1000           	|  103.19         	|  9.0249         	|
training_step                      	|  0.10298        	|1000           	|  102.98         	|  9.0063         	|
on_train_batch_end                 	|  0.0019758      	|1000           	|  1.9758         	|  0.1728         	|
zero_grad                          	|  0.0014223      	|1000           	|  1.4223         	|  0.12439        	|
training_batch_to_device           	|  0.00068329     	|1000           	|  0.68329        	|  0.059759       	|
on_train_epoch_start               	|  0.00034339     	|500            	|  0.17169        	|  0.015016       	|
on_train_epoch_end                 	|  0.0003188      	|500            	|  0.1594         	|  0.013941       	|
on_train_batch_start               	|  0.0001141      	|1000           	|  0.1141         	|  0.0099785      	|
on_batch_start                     	|  4.7976e-05     	|1000           	|  0.047976       	|  0.0041958      	|
on_train_end                       	|  0.044495       	|1              	|  0.044495       	|  0.0038914      	|
on_before_zero_grad                	|  2.2664e-05     	|1000           	|  0.022664       	|  0.0019821      	|
on_pretrain_routine_start          	|  0.022413       	|1              	|  0.022413       	|  0.0019601      	|
on_after_backward                  	|  2.1894e-05     	|1000           	|  0.021894       	|  0.0019148      	|
on_batch_end                       	|  1.6957e-05     	|1000           	|  0.016957       	|  0.001483       	|
on_before_optimizer_step           	|  1.4261e-05     	|1000           	|  0.014261       	|  0.0012472      	|
on_before_backward                 	|  1.2953e-05     	|1000           	|  0.012953       	|  0.0011328      	|
configure_optimizers               	|  0.0096528      	|1              	|  0.0096528      	|  0.0008442      	|
training_step_end                  	|  8.1396e-06     	|1000           	|  0.0081396      	|  0.00071186     	|
on_epoch_end                       	|  1.1399e-05     	|500            	|  0.0056995      	|  0.00049846     	|
on_epoch_start                     	|  1.0692e-05     	|500            	|  0.0053459      	|  0.00046754     	|
on_train_start                     	|  0.0011331      	|1              	|  0.0011331      	|  9.9097e-05     	|
on_fit_end                         	|  6.0698e-05     	|1              	|  6.0698e-05     	|  5.3085e-06     	|
on_fit_start                       	|  3.8492e-05     	|1              	|  3.8492e-05     	|  3.3664e-06     	|
on_before_accelerator_backend_setup	|  2.7131e-05     	|1              	|  2.7131e-05     	|  2.3728e-06     	|
setup                              	|  2.4995e-05     	|1              	|  2.4995e-05     	|  2.186e-06      	|
on_configure_sharded_model         	|  2.3922e-05     	|1              	|  2.3922e-05     	|  2.0921e-06     	|
on_pretrain_routine_end            	|  1.6579e-05     	|1              	|  1.6579e-05     	|  1.45e-06       	|
teardown                           	|  1.5195e-05     	|1              	|  1.5195e-05     	|  1.3289e-06     	|
prepare_data                       	|  1.1535e-05     	|1              	|  1.1535e-05     	|  1.0088e-06     	|
configure_callbacks                	|  8.2403e-06     	|1              	|  8.2403e-06     	|  7.2067e-07     	|
configure_sharded_model            	|  7.7281e-06     	|1              	|  7.7281e-06     	|  6.7588e-07     	|
on_val_dataloader                  	|  6.7335e-06     	|1              	|  6.7335e-06     	|  5.8889e-07     	|
on_train_dataloader                	|  6.2678e-06     	|1              	|  6.2678e-06     	|  5.4816e-07     	|
