FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1754.1         	|  100 %          	|
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run_training_epoch                 	|  3.4612         	|500            	|  1730.6         	|  98.661         	|
run_training_batch                 	|  0.20538        	|8000           	|  1643.1         	|  93.671         	|
training_step_and_backward         	|  0.19431        	|8000           	|  1554.5         	|  88.622         	|
model_forward                      	|  0.10823        	|8000           	|  865.84         	|  49.362         	|
training_step                      	|  0.10809        	|8000           	|  864.74         	|  49.299         	|
backward                           	|  0.08589        	|8000           	|  687.12         	|  39.173         	|
optimizer_step_with_closure_0      	|  0.25346        	|1000           	|  253.46         	|  14.45          	|
get_train_batch                    	|  0.0067799      	|8500           	|  57.629         	|  3.2854         	|
fetch_next_train_batch             	|  0.0067604      	|8500           	|  57.464         	|  3.276          	|
on_train_batch_end                 	|  0.001106       	|8000           	|  8.848          	|  0.50442        	|
training_batch_to_device           	|  0.00023448     	|8000           	|  1.8758         	|  0.10694        	|
zero_grad                          	|  0.0013879      	|1000           	|  1.3879         	|  0.079126       	|
on_train_batch_start               	|  9.1665e-05     	|8000           	|  0.73332        	|  0.041806       	|
on_train_epoch_start               	|  0.00029279     	|500            	|  0.14639        	|  0.0083459      	|
on_batch_start                     	|  1.6482e-05     	|8000           	|  0.13185        	|  0.007517       	|
on_train_epoch_end                 	|  0.00026118     	|500            	|  0.13059        	|  0.0074448      	|
on_before_backward                 	|  1.3323e-05     	|8000           	|  0.10658        	|  0.0060764      	|
on_batch_end                       	|  1.2773e-05     	|8000           	|  0.10219        	|  0.0058255      	|
on_after_backward                  	|  1.199e-05      	|8000           	|  0.095917       	|  0.0054682      	|
training_step_end                  	|  6.0324e-06     	|8000           	|  0.048259       	|  0.0027512      	|
on_train_end                       	|  0.024053       	|1              	|  0.024053       	|  0.0013712      	|
on_pretrain_routine_start          	|  0.022576       	|1              	|  0.022576       	|  0.001287       	|
on_before_zero_grad                	|  2.0259e-05     	|1000           	|  0.020259       	|  0.001155       	|
on_before_optimizer_step           	|  1.6041e-05     	|1000           	|  0.016041       	|  0.00091447     	|
configure_optimizers               	|  0.008083       	|1              	|  0.008083       	|  0.00046081     	|
on_epoch_end                       	|  1.0844e-05     	|500            	|  0.0054219      	|  0.0003091      	|
on_epoch_start                     	|  1.0608e-05     	|500            	|  0.0053039      	|  0.00030238     	|
on_train_start                     	|  0.00071515     	|1              	|  0.00071515     	|  4.0771e-05     	|
on_fit_end                         	|  2.2693e-05     	|1              	|  2.2693e-05     	|  1.2937e-06     	|
on_before_accelerator_backend_setup	|  2.1029e-05     	|1              	|  2.1029e-05     	|  1.1989e-06     	|
setup                              	|  2.0077e-05     	|1              	|  2.0077e-05     	|  1.1446e-06     	|
on_fit_start                       	|  1.5529e-05     	|1              	|  1.5529e-05     	|  8.853e-07      	|
on_configure_sharded_model         	|  1.4327e-05     	|1              	|  1.4327e-05     	|  8.1678e-07     	|
on_pretrain_routine_end            	|  1.04e-05       	|1              	|  1.04e-05       	|  5.929e-07      	|
teardown                           	|  1.0039e-05     	|1              	|  1.0039e-05     	|  5.7232e-07     	|
prepare_data                       	|  7.794e-06      	|1              	|  7.794e-06      	|  4.4433e-07     	|
configure_callbacks                	|  5.72e-06       	|1              	|  5.72e-06       	|  3.2609e-07     	|
on_val_dataloader                  	|  4.649e-06      	|1              	|  4.649e-06      	|  2.6504e-07     	|
configure_sharded_model            	|  4.3981e-06     	|1              	|  4.3981e-06     	|  2.5073e-07     	|
on_train_dataloader                	|  4.058e-06      	|1              	|  4.058e-06      	|  2.3135e-07     	|
