FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  344.73         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.802         	|21             	|  331.85         	|  96.263         	|
run_training_batch                 	|  0.3172         	|1000           	|  317.2          	|  92.014         	|
optimizer_step_with_closure_0      	|  0.31421        	|1000           	|  314.21         	|  91.147         	|
training_step_and_backward         	|  0.2411         	|1000           	|  241.1          	|  69.94          	|
backward                           	|  0.12152        	|1000           	|  121.52         	|  35.25          	|
model_forward                      	|  0.11803        	|1000           	|  118.03         	|  34.239         	|
training_step                      	|  0.11783        	|1000           	|  117.83         	|  34.181         	|
get_train_batch                    	|  0.0047139      	|1021           	|  4.8129         	|  1.3961         	|
fetch_next_train_batch             	|  0.0046923      	|1021           	|  4.7908         	|  1.3897         	|
on_train_batch_end                 	|  0.0019735      	|1000           	|  1.9735         	|  0.57246        	|
zero_grad                          	|  0.0015236      	|1000           	|  1.5236         	|  0.44198        	|
training_batch_to_device           	|  0.00030845     	|1000           	|  0.30845        	|  0.089477       	|
on_train_batch_start               	|  0.00011362     	|1000           	|  0.11362        	|  0.032958       	|
on_train_end                       	|  0.027308       	|1              	|  0.027308       	|  0.0079216      	|
on_pretrain_routine_start          	|  0.022454       	|1              	|  0.022454       	|  0.0065136      	|
on_after_backward                  	|  2.1353e-05     	|1000           	|  0.021353       	|  0.0061942      	|
on_batch_start                     	|  1.9925e-05     	|1000           	|  0.019925       	|  0.0057798      	|
on_batch_end                       	|  1.52e-05       	|1000           	|  0.0152         	|  0.0044093      	|
on_before_zero_grad                	|  1.3904e-05     	|1000           	|  0.013904       	|  0.0040333      	|
on_before_optimizer_step           	|  1.3763e-05     	|1000           	|  0.013763       	|  0.0039925      	|
on_before_backward                 	|  1.269e-05      	|1000           	|  0.01269        	|  0.0036811      	|
on_train_epoch_start               	|  0.00042371     	|21             	|  0.0088978      	|  0.0025811      	|
on_train_epoch_end                 	|  0.00041863     	|21             	|  0.0087912      	|  0.0025502      	|
configure_optimizers               	|  0.0078646      	|1              	|  0.0078646      	|  0.0022814      	|
training_step_end                  	|  6.5626e-06     	|1000           	|  0.0065626      	|  0.0019037      	|
on_train_start                     	|  0.0014027      	|1              	|  0.0014027      	|  0.00040689     	|
on_epoch_end                       	|  1.2441e-05     	|21             	|  0.00026126     	|  7.5786e-05     	|
on_epoch_start                     	|  1.0801e-05     	|21             	|  0.00022682     	|  6.5795e-05     	|
on_fit_end                         	|  2.4943e-05     	|1              	|  2.4943e-05     	|  7.2355e-06     	|
setup                              	|  2.387e-05      	|1              	|  2.387e-05      	|  6.9243e-06     	|
on_before_accelerator_backend_setup	|  2.2498e-05     	|1              	|  2.2498e-05     	|  6.5263e-06     	|
on_configure_sharded_model         	|  2.0065e-05     	|1              	|  2.0065e-05     	|  5.8205e-06     	|
on_pretrain_routine_end            	|  1.9977e-05     	|1              	|  1.9977e-05     	|  5.795e-06      	|
on_fit_start                       	|  1.6381e-05     	|1              	|  1.6381e-05     	|  4.7518e-06     	|
teardown                           	|  1.3159e-05     	|1              	|  1.3159e-05     	|  3.8172e-06     	|
prepare_data                       	|  8.919e-06      	|1              	|  8.919e-06      	|  2.5872e-06     	|
on_train_dataloader                	|  7.819e-06      	|1              	|  7.819e-06      	|  2.2682e-06     	|
configure_sharded_model            	|  6.669e-06      	|1              	|  6.669e-06      	|  1.9346e-06     	|
on_val_dataloader                  	|  6.398e-06      	|1              	|  6.398e-06      	|  1.8559e-06     	|
configure_callbacks                	|  5.979e-06      	|1              	|  5.979e-06      	|  1.7344e-06     	|
