FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  343.93         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.772         	|21             	|  331.22         	|  96.302         	|
run_training_batch                 	|  0.31679        	|1000           	|  316.79         	|  92.107         	|
optimizer_step_with_closure_0      	|  0.31395        	|1000           	|  313.95         	|  91.282         	|
training_step_and_backward         	|  0.24048        	|1000           	|  240.48         	|  69.919         	|
backward                           	|  0.12104        	|1000           	|  121.04         	|  35.194         	|
model_forward                      	|  0.11786        	|1000           	|  117.86         	|  34.268         	|
training_step                      	|  0.11765        	|1000           	|  117.65         	|  34.208         	|
get_train_batch                    	|  0.0046273      	|1021           	|  4.7244         	|  1.3736         	|
fetch_next_train_batch             	|  0.004606       	|1021           	|  4.7027         	|  1.3673         	|
on_train_batch_end                 	|  0.0019268      	|1000           	|  1.9268         	|  0.56023        	|
zero_grad                          	|  0.0015474      	|1000           	|  1.5474         	|  0.44991        	|
training_batch_to_device           	|  0.0002955      	|1000           	|  0.2955         	|  0.085917       	|
on_train_batch_start               	|  0.00010957     	|1000           	|  0.10957        	|  0.031859       	|
on_train_end                       	|  0.024755       	|1              	|  0.024755       	|  0.0071975      	|
on_after_backward                  	|  2.4404e-05     	|1000           	|  0.024404       	|  0.0070955      	|
on_pretrain_routine_start          	|  0.022399       	|1              	|  0.022399       	|  0.0065126      	|
on_batch_start                     	|  2.087e-05      	|1000           	|  0.02087        	|  0.0060682      	|
on_batch_end                       	|  1.5913e-05     	|1000           	|  0.015913       	|  0.0046267      	|
on_before_zero_grad                	|  1.4674e-05     	|1000           	|  0.014674       	|  0.0042664      	|
on_before_optimizer_step           	|  1.361e-05      	|1000           	|  0.01361        	|  0.003957       	|
on_before_backward                 	|  1.3515e-05     	|1000           	|  0.013515       	|  0.0039294      	|
on_train_epoch_end                 	|  0.00049514     	|21             	|  0.010398       	|  0.0030232      	|
on_train_epoch_start               	|  0.00047686     	|21             	|  0.010014       	|  0.0029116      	|
configure_optimizers               	|  0.0076531      	|1              	|  0.0076531      	|  0.0022252      	|
training_step_end                  	|  6.6021e-06     	|1000           	|  0.0066021      	|  0.0019196      	|
on_train_start                     	|  0.0016642      	|1              	|  0.0016642      	|  0.00048387     	|
on_epoch_end                       	|  1.264e-05      	|21             	|  0.00026544     	|  7.7178e-05     	|
on_epoch_start                     	|  1.1485e-05     	|21             	|  0.00024119     	|  7.0125e-05     	|
on_fit_end                         	|  2.8528e-05     	|1              	|  2.8528e-05     	|  8.2946e-06     	|
on_before_accelerator_backend_setup	|  2.2392e-05     	|1              	|  2.2392e-05     	|  6.5105e-06     	|
setup                              	|  2.2078e-05     	|1              	|  2.2078e-05     	|  6.4193e-06     	|
on_configure_sharded_model         	|  1.8642e-05     	|1              	|  1.8642e-05     	|  5.4202e-06     	|
on_fit_start                       	|  1.8132e-05     	|1              	|  1.8132e-05     	|  5.2719e-06     	|
teardown                           	|  1.2621e-05     	|1              	|  1.2621e-05     	|  3.6696e-06     	|
on_pretrain_routine_end            	|  1.2462e-05     	|1              	|  1.2462e-05     	|  3.6234e-06     	|
prepare_data                       	|  8.652e-06      	|1              	|  8.652e-06      	|  2.5156e-06     	|
on_train_dataloader                	|  7.014e-06      	|1              	|  7.014e-06      	|  2.0393e-06     	|
configure_sharded_model            	|  6.943e-06      	|1              	|  6.943e-06      	|  2.0187e-06     	|
configure_callbacks                	|  6.887e-06      	|1              	|  6.887e-06      	|  2.0024e-06     	|
on_val_dataloader                  	|  6.487e-06      	|1              	|  6.487e-06      	|  1.8861e-06     	|
