FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1729.5         	|  100 %          	|
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run_training_epoch                 	|  3.4119         	|500            	|  1705.9         	|  98.636         	|
run_training_batch                 	|  0.20235        	|8000           	|  1618.8         	|  93.599         	|
training_step_and_backward         	|  0.19148        	|8000           	|  1531.8         	|  88.568         	|
model_forward                      	|  0.10672        	|8000           	|  853.73         	|  49.362         	|
training_step                      	|  0.10658        	|8000           	|  852.63         	|  49.299         	|
backward                           	|  0.084571       	|8000           	|  676.57         	|  39.119         	|
optimizer_step_with_closure_0      	|  0.24875        	|1000           	|  248.75         	|  14.382         	|
get_train_batch                    	|  0.0067516      	|8500           	|  57.388         	|  3.3182         	|
fetch_next_train_batch             	|  0.0067324      	|8500           	|  57.225         	|  3.3087         	|
on_train_batch_end                 	|  0.0011076      	|8000           	|  8.8611         	|  0.51235        	|
training_batch_to_device           	|  0.00023509     	|8000           	|  1.8807         	|  0.10874        	|
zero_grad                          	|  0.0013588      	|1000           	|  1.3588         	|  0.078563       	|
on_train_batch_start               	|  9.2919e-05     	|8000           	|  0.74335        	|  0.04298        	|
on_train_epoch_start               	|  0.00028828     	|500            	|  0.14414        	|  0.008334       	|
on_batch_start                     	|  1.7461e-05     	|8000           	|  0.13968        	|  0.0080765      	|
on_train_epoch_end                 	|  0.00026132     	|500            	|  0.13066        	|  0.0075546      	|
on_batch_end                       	|  1.4372e-05     	|8000           	|  0.11498        	|  0.0066479      	|
on_before_backward                 	|  1.3841e-05     	|8000           	|  0.11073        	|  0.0064023      	|
on_after_backward                  	|  1.179e-05      	|8000           	|  0.094322       	|  0.0054537      	|
training_step_end                  	|  6.3612e-06     	|8000           	|  0.050889       	|  0.0029424      	|
on_train_end                       	|  0.024445       	|1              	|  0.024445       	|  0.0014134      	|
on_pretrain_routine_start          	|  0.022402       	|1              	|  0.022402       	|  0.0012953      	|
on_before_zero_grad                	|  2.0915e-05     	|1000           	|  0.020915       	|  0.0012093      	|
on_before_optimizer_step           	|  1.7003e-05     	|1000           	|  0.017003       	|  0.00098309     	|
configure_optimizers               	|  0.0084279      	|1              	|  0.0084279      	|  0.0004873      	|
on_epoch_end                       	|  1.1295e-05     	|500            	|  0.0056477      	|  0.00032655     	|
on_epoch_start                     	|  1.1013e-05     	|500            	|  0.0055065      	|  0.00031838     	|
on_train_start                     	|  0.0010604      	|1              	|  0.0010604      	|  6.1315e-05     	|
on_fit_end                         	|  2.4406e-05     	|1              	|  2.4406e-05     	|  1.4111e-06     	|
on_before_accelerator_backend_setup	|  2.143e-05      	|1              	|  2.143e-05      	|  1.2391e-06     	|
setup                              	|  2.102e-05      	|1              	|  2.102e-05      	|  1.2154e-06     	|
on_configure_sharded_model         	|  1.9006e-05     	|1              	|  1.9006e-05     	|  1.0989e-06     	|
on_fit_start                       	|  1.7072e-05     	|1              	|  1.7072e-05     	|  9.871e-07      	|
teardown                           	|  1.0279e-05     	|1              	|  1.0279e-05     	|  5.9433e-07     	|
on_pretrain_routine_end            	|  9.8189e-06     	|1              	|  9.8189e-06     	|  5.6773e-07     	|
prepare_data                       	|  8.526e-06      	|1              	|  8.526e-06      	|  4.9297e-07     	|
configure_callbacks                	|  5.7109e-06     	|1              	|  5.7109e-06     	|  3.302e-07      	|
on_val_dataloader                  	|  4.618e-06      	|1              	|  4.618e-06      	|  2.6701e-07     	|
configure_sharded_model            	|  4.3779e-06     	|1              	|  4.3779e-06     	|  2.5313e-07     	|
on_train_dataloader                	|  4.1879e-06     	|1              	|  4.1879e-06     	|  2.4214e-07     	|
