FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  485.74         	|  100 %          	|
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run_training_epoch                 	|  7.4267         	|63             	|  467.88         	|  96.323         	|
run_training_batch                 	|  0.2898         	|1000           	|  289.8          	|  59.662         	|
optimizer_step_with_closure_0      	|  0.28621        	|1000           	|  286.21         	|  58.923         	|
training_step_and_backward         	|  0.21837        	|1000           	|  218.37         	|  44.955         	|
model_forward                      	|  0.10839        	|1000           	|  108.39         	|  22.315         	|
backward                           	|  0.10831        	|1000           	|  108.31         	|  22.299         	|
training_step                      	|  0.1082         	|1000           	|  108.2          	|  22.274         	|
get_train_batch                    	|  0.029301       	|1063           	|  31.147         	|  6.4122         	|
fetch_next_train_batch             	|  0.029276       	|1063           	|  31.121         	|  6.4068         	|
on_train_batch_end                 	|  0.0022965      	|1000           	|  2.2965         	|  0.47277        	|
zero_grad                          	|  0.0016246      	|1000           	|  1.6246         	|  0.33446        	|
training_batch_to_device           	|  0.00033512     	|1000           	|  0.33512        	|  0.068992       	|
on_train_batch_start               	|  9.4519e-05     	|1000           	|  0.094519       	|  0.019459       	|
on_train_end                       	|  0.049903       	|1              	|  0.049903       	|  0.010274       	|
on_after_backward                  	|  2.5455e-05     	|1000           	|  0.025455       	|  0.0052404      	|
on_batch_start                     	|  2.3127e-05     	|1000           	|  0.023127       	|  0.0047612      	|
on_pretrain_routine_start          	|  0.022537       	|1              	|  0.022537       	|  0.0046397      	|
on_train_epoch_start               	|  0.00035364     	|63             	|  0.022279       	|  0.0045866      	|
on_train_epoch_end                 	|  0.00033908     	|63             	|  0.021362       	|  0.0043979      	|
on_before_zero_grad                	|  1.8698e-05     	|1000           	|  0.018698       	|  0.0038495      	|
on_batch_end                       	|  1.6728e-05     	|1000           	|  0.016728       	|  0.0034438      	|
on_before_optimizer_step           	|  1.3342e-05     	|1000           	|  0.013342       	|  0.0027468      	|
on_before_backward                 	|  1.3225e-05     	|1000           	|  0.013225       	|  0.0027227      	|
configure_optimizers               	|  0.011736       	|1              	|  0.011736       	|  0.0024162      	|
training_step_end                  	|  6.9041e-06     	|1000           	|  0.0069041      	|  0.0014214      	|
on_train_start                     	|  0.00097656     	|1              	|  0.00097656     	|  0.00020105     	|
on_epoch_start                     	|  1.2427e-05     	|63             	|  0.00078291     	|  0.00016118     	|
on_epoch_end                       	|  1.118e-05      	|63             	|  0.00070433     	|  0.000145       	|
on_fit_end                         	|  0.00029008     	|1              	|  0.00029008     	|  5.9719e-05     	|
teardown                           	|  3.3502e-05     	|1              	|  3.3502e-05     	|  6.897e-06      	|
setup                              	|  2.2748e-05     	|1              	|  2.2748e-05     	|  4.6833e-06     	|
on_before_accelerator_backend_setup	|  2.1901e-05     	|1              	|  2.1901e-05     	|  4.5088e-06     	|
on_configure_sharded_model         	|  2.0249e-05     	|1              	|  2.0249e-05     	|  4.1687e-06     	|
on_fit_start                       	|  1.8194e-05     	|1              	|  1.8194e-05     	|  3.7457e-06     	|
on_pretrain_routine_end            	|  1.521e-05      	|1              	|  1.521e-05      	|  3.1314e-06     	|
configure_callbacks                	|  8.7693e-06     	|1              	|  8.7693e-06     	|  1.8054e-06     	|
prepare_data                       	|  8.1398e-06     	|1              	|  8.1398e-06     	|  1.6757e-06     	|
on_train_dataloader                	|  7.9386e-06     	|1              	|  7.9386e-06     	|  1.6343e-06     	|
configure_sharded_model            	|  7.214e-06      	|1              	|  7.214e-06      	|  1.4852e-06     	|
on_val_dataloader                  	|  7.1451e-06     	|1              	|  7.1451e-06     	|  1.471e-06      	|
