FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1561.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.0838         	|500            	|  1541.9         	|  98.755         	|
run_training_batch                 	|  0.27561        	|1000           	|  275.61         	|  17.652         	|
optimizer_step_with_closure_0      	|  0.27173        	|1000           	|  271.73         	|  17.403         	|
training_step_and_backward         	|  0.20465        	|1000           	|  204.65         	|  13.107         	|
get_train_batch                    	|  0.12983        	|1500           	|  194.75         	|  12.473         	|
fetch_next_train_batch             	|  0.12979        	|1500           	|  194.68         	|  12.469         	|
model_forward                      	|  0.10762        	|1000           	|  107.62         	|  6.8931         	|
training_step                      	|  0.10739        	|1000           	|  107.39         	|  6.8783         	|
backward                           	|  0.095417       	|1000           	|  95.417         	|  6.1112         	|
on_train_batch_end                 	|  0.0021898      	|1000           	|  2.1898         	|  0.14025        	|
zero_grad                          	|  0.0015634      	|1000           	|  1.5634         	|  0.10013        	|
training_batch_to_device           	|  0.00070479     	|1000           	|  0.70479        	|  0.04514        	|
on_train_epoch_end                 	|  0.00035946     	|500            	|  0.17973        	|  0.011511       	|
on_train_epoch_start               	|  0.000334       	|500            	|  0.167          	|  0.010696       	|
on_train_batch_start               	|  0.00011605     	|1000           	|  0.11605        	|  0.0074325      	|
on_batch_start                     	|  5.179e-05      	|1000           	|  0.05179        	|  0.003317       	|
on_train_end                       	|  0.046028       	|1              	|  0.046028       	|  0.002948       	|
on_after_backward                  	|  2.503e-05      	|1000           	|  0.02503        	|  0.0016031      	|
on_pretrain_routine_start          	|  0.023013       	|1              	|  0.023013       	|  0.0014739      	|
on_before_zero_grad                	|  2.2368e-05     	|1000           	|  0.022368       	|  0.0014326      	|
on_batch_end                       	|  1.8299e-05     	|1000           	|  0.018299       	|  0.001172       	|
on_before_optimizer_step           	|  1.6179e-05     	|1000           	|  0.016179       	|  0.0010362      	|
on_before_backward                 	|  1.4547e-05     	|1000           	|  0.014547       	|  0.0009317      	|
configure_optimizers               	|  0.011732       	|1              	|  0.011732       	|  0.00075139     	|
training_step_end                  	|  9.0948e-06     	|1000           	|  0.0090948      	|  0.0005825      	|
on_epoch_end                       	|  1.2218e-05     	|500            	|  0.0061088      	|  0.00039125     	|
on_epoch_start                     	|  1.1546e-05     	|500            	|  0.0057728      	|  0.00036973     	|
on_train_start                     	|  0.0013342      	|1              	|  0.0013342      	|  8.545e-05      	|
on_fit_end                         	|  6.6284e-05     	|1              	|  6.6284e-05     	|  4.2453e-06     	|
on_fit_start                       	|  4.7849e-05     	|1              	|  4.7849e-05     	|  3.0646e-06     	|
on_before_accelerator_backend_setup	|  2.6364e-05     	|1              	|  2.6364e-05     	|  1.6885e-06     	|
setup                              	|  2.6129e-05     	|1              	|  2.6129e-05     	|  1.6735e-06     	|
on_configure_sharded_model         	|  2.3253e-05     	|1              	|  2.3253e-05     	|  1.4893e-06     	|
teardown                           	|  1.8101e-05     	|1              	|  1.8101e-05     	|  1.1593e-06     	|
on_pretrain_routine_end            	|  1.7243e-05     	|1              	|  1.7243e-05     	|  1.1043e-06     	|
prepare_data                       	|  9.9353e-06     	|1              	|  9.9353e-06     	|  6.3633e-07     	|
configure_callbacks                	|  8.1491e-06     	|1              	|  8.1491e-06     	|  5.2193e-07     	|
on_val_dataloader                  	|  7.6368e-06     	|1              	|  7.6368e-06     	|  4.8912e-07     	|
on_train_dataloader                	|  7.5568e-06     	|1              	|  7.5568e-06     	|  4.8399e-07     	|
configure_sharded_model            	|  7.3165e-06     	|1              	|  7.3165e-06     	|  4.686e-07      	|
