FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  542.46         	|  100 %          	|
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run_training_epoch                 	|  1.0369         	|500            	|  518.43         	|  95.569         	|
run_training_batch                 	|  0.36037        	|1000           	|  360.37         	|  66.432         	|
optimizer_step_with_closure_0      	|  0.35767        	|1000           	|  357.67         	|  65.934         	|
training_step_and_backward         	|  0.26848        	|1000           	|  268.48         	|  49.493         	|
model_forward                      	|  0.16599        	|1000           	|  165.99         	|  30.6           	|
training_step                      	|  0.16582        	|1000           	|  165.82         	|  30.569         	|
backward                           	|  0.10107        	|1000           	|  101.07         	|  18.631         	|
get_train_batch                    	|  0.030215       	|1500           	|  45.322         	|  8.3548         	|
fetch_next_train_batch             	|  0.030181       	|1500           	|  45.272         	|  8.3456         	|
zero_grad                          	|  0.0013892      	|1000           	|  1.3892         	|  0.2561         	|
on_train_batch_end                 	|  0.0013409      	|1000           	|  1.3409         	|  0.24718        	|
training_batch_to_device           	|  0.00059927     	|1000           	|  0.59927        	|  0.11047        	|
on_train_epoch_start               	|  0.00027737     	|500            	|  0.13869        	|  0.025566       	|
on_train_epoch_end                 	|  0.00027429     	|500            	|  0.13715        	|  0.025282       	|
on_train_batch_start               	|  0.00010557     	|1000           	|  0.10557        	|  0.019462       	|
on_batch_start                     	|  3.7294e-05     	|1000           	|  0.037294       	|  0.0068749      	|
on_train_end                       	|  0.023666       	|1              	|  0.023666       	|  0.0043627      	|
on_pretrain_routine_start          	|  0.023004       	|1              	|  0.023004       	|  0.0042406      	|
on_before_zero_grad                	|  2.0735e-05     	|1000           	|  0.020735       	|  0.0038224      	|
on_batch_end                       	|  1.3822e-05     	|1000           	|  0.013822       	|  0.002548       	|
on_after_backward                  	|  1.336e-05      	|1000           	|  0.01336        	|  0.0024628      	|
on_before_optimizer_step           	|  1.3344e-05     	|1000           	|  0.013344       	|  0.0024598      	|
on_before_backward                 	|  1.2006e-05     	|1000           	|  0.012006       	|  0.0022133      	|
configure_optimizers               	|  0.0083652      	|1              	|  0.0083652      	|  0.0015421      	|
training_step_end                  	|  8.1223e-06     	|1000           	|  0.0081223      	|  0.0014973      	|
on_epoch_end                       	|  1.1007e-05     	|500            	|  0.0055037      	|  0.0010146      	|
on_epoch_start                     	|  1.066e-05      	|500            	|  0.0053299      	|  0.00098253     	|
on_train_start                     	|  0.00076269     	|1              	|  0.00076269     	|  0.0001406      	|
on_fit_end                         	|  2.1751e-05     	|1              	|  2.1751e-05     	|  4.0096e-06     	|
on_before_accelerator_backend_setup	|  2.0869e-05     	|1              	|  2.0869e-05     	|  3.8471e-06     	|
on_fit_start                       	|  1.6361e-05     	|1              	|  1.6361e-05     	|  3.016e-06      	|
on_configure_sharded_model         	|  1.3204e-05     	|1              	|  1.3204e-05     	|  2.4341e-06     	|
setup                              	|  1.2403e-05     	|1              	|  1.2403e-05     	|  2.2864e-06     	|
on_pretrain_routine_end            	|  1.055e-05      	|1              	|  1.055e-05      	|  1.9448e-06     	|
teardown                           	|  1.0159e-05     	|1              	|  1.0159e-05     	|  1.8728e-06     	|
prepare_data                       	|  6.523e-06      	|1              	|  6.523e-06      	|  1.2025e-06     	|
configure_callbacks                	|  4.929e-06      	|1              	|  4.929e-06      	|  9.0863e-07     	|
on_val_dataloader                  	|  4.519e-06      	|1              	|  4.519e-06      	|  8.3305e-07     	|
configure_sharded_model            	|  4.348e-06      	|1              	|  4.348e-06      	|  8.0153e-07     	|
on_train_dataloader                	|  3.967e-06      	|1              	|  3.967e-06      	|  7.3129e-07     	|
