FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1718.3         	|  100 %          	|
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run_training_epoch                 	|  3.3895         	|500            	|  1694.7         	|  98.628         	|
run_training_batch                 	|  0.20091        	|8000           	|  1607.3         	|  93.54          	|
training_step_and_backward         	|  0.18971        	|8000           	|  1517.7         	|  88.324         	|
model_forward                      	|  0.10631        	|8000           	|  850.48         	|  49.495         	|
training_step                      	|  0.10617        	|8000           	|  849.37         	|  49.431         	|
backward                           	|  0.083212       	|8000           	|  665.7          	|  38.741         	|
optimizer_step_with_closure_0      	|  0.24802        	|1000           	|  248.02         	|  14.434         	|
get_train_batch                    	|  0.0067737      	|8500           	|  57.576         	|  3.3508         	|
fetch_next_train_batch             	|  0.0067543      	|8500           	|  57.412         	|  3.3412         	|
on_train_batch_end                 	|  0.0011043      	|8000           	|  8.8342         	|  0.51412        	|
training_batch_to_device           	|  0.00023624     	|8000           	|  1.8899         	|  0.10999        	|
zero_grad                          	|  0.0013498      	|1000           	|  1.3498         	|  0.078556       	|
on_train_batch_start               	|  9.1789e-05     	|8000           	|  0.73431        	|  0.042735       	|
on_train_epoch_start               	|  0.00028317     	|500            	|  0.14159        	|  0.0082398      	|
on_batch_start                     	|  1.7258e-05     	|8000           	|  0.13806        	|  0.0080348      	|
on_train_epoch_end                 	|  0.00026691     	|500            	|  0.13345        	|  0.0077666      	|
on_batch_end                       	|  1.343e-05      	|8000           	|  0.10744        	|  0.0062527      	|
on_before_backward                 	|  1.2876e-05     	|8000           	|  0.10301        	|  0.0059949      	|
on_after_backward                  	|  1.193e-05      	|8000           	|  0.095441       	|  0.0055543      	|
training_step_end                  	|  6.0305e-06     	|8000           	|  0.048244       	|  0.0028076      	|
on_train_end                       	|  0.02464        	|1              	|  0.02464        	|  0.001434       	|
on_pretrain_routine_start          	|  0.023072       	|1              	|  0.023072       	|  0.0013427      	|
on_before_zero_grad                	|  2.2023e-05     	|1000           	|  0.022023       	|  0.0012816      	|
on_before_optimizer_step           	|  1.6853e-05     	|1000           	|  0.016853       	|  0.00098078     	|
configure_optimizers               	|  0.0081757      	|1              	|  0.0081757      	|  0.0004758      	|
on_epoch_start                     	|  1.0921e-05     	|500            	|  0.0054607      	|  0.00031779     	|
on_epoch_end                       	|  1.0563e-05     	|500            	|  0.0052816      	|  0.00030737     	|
on_train_start                     	|  0.00075644     	|1              	|  0.00075644     	|  4.4022e-05     	|
on_fit_end                         	|  2.3724e-05     	|1              	|  2.3724e-05     	|  1.3807e-06     	|
on_before_accelerator_backend_setup	|  2.1651e-05     	|1              	|  2.1651e-05     	|  1.26e-06       	|
setup                              	|  2.0187e-05     	|1              	|  2.0187e-05     	|  1.1748e-06     	|
on_configure_sharded_model         	|  1.7764e-05     	|1              	|  1.7764e-05     	|  1.0338e-06     	|
on_fit_start                       	|  1.7242e-05     	|1              	|  1.7242e-05     	|  1.0034e-06     	|
teardown                           	|  1.067e-05      	|1              	|  1.067e-05      	|  6.2095e-07     	|
on_pretrain_routine_end            	|  9.889e-06      	|1              	|  9.889e-06      	|  5.7551e-07     	|
prepare_data                       	|  7.624e-06      	|1              	|  7.624e-06      	|  4.4369e-07     	|
configure_callbacks                	|  6.052e-06      	|1              	|  6.052e-06      	|  3.522e-07      	|
on_val_dataloader                  	|  4.799e-06      	|1              	|  4.799e-06      	|  2.7928e-07     	|
configure_sharded_model            	|  4.6779e-06     	|1              	|  4.6779e-06     	|  2.7224e-07     	|
on_train_dataloader                	|  4.1369e-06     	|1              	|  4.1369e-06     	|  2.4076e-07     	|
