FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  426.26         	|  100 %          	|
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run_training_epoch                 	|  6.4634         	|63             	|  407.19         	|  95.527         	|
run_training_batch                 	|  0.26913        	|1000           	|  269.13         	|  63.139         	|
optimizer_step_with_closure_0      	|  0.26583        	|1000           	|  265.83         	|  62.363         	|
training_step_and_backward         	|  0.20382        	|1000           	|  203.82         	|  47.816         	|
model_forward                      	|  0.10244        	|1000           	|  102.44         	|  24.031         	|
training_step                      	|  0.10224        	|1000           	|  102.24         	|  23.987         	|
backward                           	|  0.099915       	|1000           	|  99.915         	|  23.44          	|
get_train_batch                    	|  0.030459       	|1063           	|  32.378         	|  7.5959         	|
fetch_next_train_batch             	|  0.030436       	|1063           	|  32.354         	|  7.5902         	|
on_train_batch_end                 	|  0.0021378      	|1000           	|  2.1378         	|  0.50152        	|
zero_grad                          	|  0.0014361      	|1000           	|  1.4361         	|  0.33691        	|
training_batch_to_device           	|  0.00024794     	|1000           	|  0.24794        	|  0.058168       	|
on_train_batch_start               	|  9.5119e-05     	|1000           	|  0.095119       	|  0.022315       	|
on_train_end                       	|  0.05944        	|1              	|  0.05944        	|  0.013945       	|
on_after_backward                  	|  2.6074e-05     	|1000           	|  0.026074       	|  0.006117       	|
configure_optimizers               	|  0.023147       	|1              	|  0.023147       	|  0.0054304      	|
on_train_epoch_start               	|  0.00036393     	|63             	|  0.022927       	|  0.0053788      	|
on_pretrain_routine_start          	|  0.022504       	|1              	|  0.022504       	|  0.0052793      	|
on_train_epoch_end                 	|  0.00034429     	|63             	|  0.02169        	|  0.0050885      	|
on_batch_start                     	|  2.1541e-05     	|1000           	|  0.021541       	|  0.0050536      	|
on_before_zero_grad                	|  1.8487e-05     	|1000           	|  0.018487       	|  0.004337       	|
on_batch_end                       	|  1.6546e-05     	|1000           	|  0.016546       	|  0.0038817      	|
on_before_optimizer_step           	|  1.4794e-05     	|1000           	|  0.014794       	|  0.0034707      	|
on_before_backward                 	|  1.29e-05       	|1000           	|  0.0129         	|  0.0030265      	|
training_step_end                  	|  7.3255e-06     	|1000           	|  0.0073255      	|  0.0017186      	|
on_train_start                     	|  0.0012227      	|1              	|  0.0012227      	|  0.00028685     	|
on_epoch_end                       	|  1.1582e-05     	|63             	|  0.00072966     	|  0.00017118     	|
on_epoch_start                     	|  1.0807e-05     	|63             	|  0.00068084     	|  0.00015973     	|
on_fit_start                       	|  4.096e-05      	|1              	|  4.096e-05      	|  9.6091e-06     	|
on_fit_end                         	|  3.0322e-05     	|1              	|  3.0322e-05     	|  7.1135e-06     	|
setup                              	|  2.2484e-05     	|1              	|  2.2484e-05     	|  5.2747e-06     	|
on_before_accelerator_backend_setup	|  2.2205e-05     	|1              	|  2.2205e-05     	|  5.2092e-06     	|
on_configure_sharded_model         	|  2.186e-05      	|1              	|  2.186e-05      	|  5.1284e-06     	|
teardown                           	|  1.5104e-05     	|1              	|  1.5104e-05     	|  3.5434e-06     	|
on_pretrain_routine_end            	|  1.3441e-05     	|1              	|  1.3441e-05     	|  3.1532e-06     	|
prepare_data                       	|  9.3672e-06     	|1              	|  9.3672e-06     	|  2.1976e-06     	|
configure_callbacks                	|  8.8718e-06     	|1              	|  8.8718e-06     	|  2.0813e-06     	|
configure_sharded_model            	|  8.205e-06      	|1              	|  8.205e-06      	|  1.9249e-06     	|
on_train_dataloader                	|  7.0129e-06     	|1              	|  7.0129e-06     	|  1.6452e-06     	|
on_val_dataloader                  	|  6.8285e-06     	|1              	|  6.8285e-06     	|  1.602e-06      	|
