FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  509.27         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.97268        	|500            	|  486.34         	|  95.497         	|
run_training_batch                 	|  0.33271        	|1000           	|  332.71         	|  65.331         	|
optimizer_step_with_closure_0      	|  0.33001        	|1000           	|  330.01         	|  64.8           	|
training_step_and_backward         	|  0.24585        	|1000           	|  245.85         	|  48.274         	|
model_forward                      	|  0.15268        	|1000           	|  152.68         	|  29.98          	|
training_step                      	|  0.15251        	|1000           	|  152.51         	|  29.946         	|
backward                           	|  0.09179        	|1000           	|  91.79          	|  18.024         	|
get_train_batch                    	|  0.029617       	|1500           	|  44.426         	|  8.7233         	|
fetch_next_train_batch             	|  0.029584       	|1500           	|  44.376         	|  8.7136         	|
on_train_batch_end                 	|  0.0013501      	|1000           	|  1.3501         	|  0.26511        	|
zero_grad                          	|  0.0013471      	|1000           	|  1.3471         	|  0.26451        	|
training_batch_to_device           	|  0.00060247     	|1000           	|  0.60247        	|  0.1183         	|
on_train_epoch_start               	|  0.00027241     	|500            	|  0.1362         	|  0.026745       	|
on_train_epoch_end                 	|  0.00027212     	|500            	|  0.13606        	|  0.026717       	|
on_train_batch_start               	|  0.00010778     	|1000           	|  0.10778        	|  0.021164       	|
on_batch_start                     	|  3.5566e-05     	|1000           	|  0.035566       	|  0.0069836      	|
on_train_end                       	|  0.024091       	|1              	|  0.024091       	|  0.0047305      	|
on_pretrain_routine_start          	|  0.022845       	|1              	|  0.022845       	|  0.0044858      	|
on_before_zero_grad                	|  2.0687e-05     	|1000           	|  0.020687       	|  0.004062       	|
on_batch_end                       	|  1.4122e-05     	|1000           	|  0.014122       	|  0.002773       	|
on_before_optimizer_step           	|  1.2174e-05     	|1000           	|  0.012174       	|  0.0023904      	|
on_before_backward                 	|  1.1761e-05     	|1000           	|  0.011761       	|  0.0023093      	|
on_after_backward                  	|  1.1473e-05     	|1000           	|  0.011473       	|  0.0022529      	|
configure_optimizers               	|  0.0086799      	|1              	|  0.0086799      	|  0.0017044      	|
training_step_end                  	|  7.8186e-06     	|1000           	|  0.0078186      	|  0.0015352      	|
on_epoch_end                       	|  1.0702e-05     	|500            	|  0.0053509      	|  0.0010507      	|
on_epoch_start                     	|  1.0518e-05     	|500            	|  0.0052588      	|  0.0010326      	|
on_train_start                     	|  0.00072391     	|1              	|  0.00072391     	|  0.00014215     	|
on_fit_end                         	|  2.195e-05      	|1              	|  2.195e-05      	|  4.3101e-06     	|
on_before_accelerator_backend_setup	|  2.1471e-05     	|1              	|  2.1471e-05     	|  4.216e-06      	|
on_fit_start                       	|  2.0499e-05     	|1              	|  2.0499e-05     	|  4.0252e-06     	|
on_configure_sharded_model         	|  1.6451e-05     	|1              	|  1.6451e-05     	|  3.2303e-06     	|
setup                              	|  1.3124e-05     	|1              	|  1.3124e-05     	|  2.577e-06      	|
teardown                           	|  1.109e-05      	|1              	|  1.109e-05      	|  2.1776e-06     	|
on_pretrain_routine_end            	|  1.0149e-05     	|1              	|  1.0149e-05     	|  1.9928e-06     	|
prepare_data                       	|  7.5541e-06     	|1              	|  7.5541e-06     	|  1.4833e-06     	|
configure_callbacks                	|  5.831e-06      	|1              	|  5.831e-06      	|  1.145e-06      	|
configure_sharded_model            	|  5.2691e-06     	|1              	|  5.2691e-06     	|  1.0346e-06     	|
on_train_dataloader                	|  4.2779e-06     	|1              	|  4.2779e-06     	|  8.4e-07        	|
on_val_dataloader                  	|  4.068e-06      	|1              	|  4.068e-06      	|  7.9879e-07     	|
