FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1733.9         	|  100 %          	|
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run_training_epoch                 	|  3.4208         	|500            	|  1710.4         	|  98.643         	|
run_training_batch                 	|  0.20288        	|8000           	|  1623.0         	|  93.604         	|
training_step_and_backward         	|  0.19197        	|8000           	|  1535.7         	|  88.57          	|
model_forward                      	|  0.10632        	|8000           	|  850.58         	|  49.056         	|
training_step                      	|  0.10618        	|8000           	|  849.47         	|  48.992         	|
backward                           	|  0.085444       	|8000           	|  683.55         	|  39.423         	|
optimizer_step_with_closure_0      	|  0.25119        	|1000           	|  251.19         	|  14.487         	|
get_train_batch                    	|  0.0067728      	|8500           	|  57.569         	|  3.3202         	|
fetch_next_train_batch             	|  0.0067535      	|8500           	|  57.404         	|  3.3107         	|
on_train_batch_end                 	|  0.0011005      	|8000           	|  8.8037         	|  0.50774        	|
training_batch_to_device           	|  0.00023421     	|8000           	|  1.8737         	|  0.10806        	|
zero_grad                          	|  0.0014408      	|1000           	|  1.4408         	|  0.083096       	|
on_train_batch_start               	|  9.1955e-05     	|8000           	|  0.73564        	|  0.042427       	|
on_batch_start                     	|  1.7871e-05     	|8000           	|  0.14297        	|  0.0082456      	|
on_train_epoch_start               	|  0.0002857      	|500            	|  0.14285        	|  0.0082385      	|
on_train_epoch_end                 	|  0.00026281     	|500            	|  0.1314         	|  0.0075785      	|
on_batch_end                       	|  1.4275e-05     	|8000           	|  0.1142         	|  0.0065863      	|
on_before_backward                 	|  1.3274e-05     	|8000           	|  0.10619        	|  0.0061243      	|
on_after_backward                  	|  1.1865e-05     	|8000           	|  0.094918       	|  0.0054742      	|
training_step_end                  	|  6.176e-06      	|8000           	|  0.049408       	|  0.0028495      	|
on_train_end                       	|  0.024324       	|1              	|  0.024324       	|  0.0014029      	|
on_pretrain_routine_start          	|  0.023039       	|1              	|  0.023039       	|  0.0013287      	|
on_before_zero_grad                	|  2.0824e-05     	|1000           	|  0.020824       	|  0.001201       	|
on_before_optimizer_step           	|  1.6916e-05     	|1000           	|  0.016916       	|  0.00097561     	|
configure_optimizers               	|  0.0082758      	|1              	|  0.0082758      	|  0.00047729     	|
on_epoch_start                     	|  1.1043e-05     	|500            	|  0.0055216      	|  0.00031845     	|
on_epoch_end                       	|  1.0806e-05     	|500            	|  0.0054028      	|  0.00031159     	|
on_train_start                     	|  0.00074823     	|1              	|  0.00074823     	|  4.3153e-05     	|
on_fit_end                         	|  2.2793e-05     	|1              	|  2.2793e-05     	|  1.3145e-06     	|
on_before_accelerator_backend_setup	|  2.2592e-05     	|1              	|  2.2592e-05     	|  1.303e-06      	|
setup                              	|  2.0359e-05     	|1              	|  2.0359e-05     	|  1.1742e-06     	|
on_configure_sharded_model         	|  1.7503e-05     	|1              	|  1.7503e-05     	|  1.0095e-06     	|
on_fit_start                       	|  1.7152e-05     	|1              	|  1.7152e-05     	|  9.8921e-07     	|
teardown                           	|  1.075e-05      	|1              	|  1.075e-05      	|  6.1999e-07     	|
on_pretrain_routine_end            	|  1.0349e-05     	|1              	|  1.0349e-05     	|  5.9686e-07     	|
prepare_data                       	|  8.255e-06      	|1              	|  8.255e-06      	|  4.7609e-07     	|
configure_callbacks                	|  5.851e-06      	|1              	|  5.851e-06      	|  3.3745e-07     	|
configure_sharded_model            	|  5.2301e-06     	|1              	|  5.2301e-06     	|  3.0164e-07     	|
on_val_dataloader                  	|  4.7791e-06     	|1              	|  4.7791e-06     	|  2.7562e-07     	|
on_train_dataloader                	|  4.167e-06      	|1              	|  4.167e-06      	|  2.4032e-07     	|
