FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1701.7         	|  100 %          	|
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run_training_epoch                 	|  26.646         	|63             	|  1678.7         	|  98.647         	|
run_training_batch                 	|  0.2054         	|8000           	|  1643.2         	|  96.561         	|
training_step_and_backward         	|  0.19436        	|8000           	|  1554.9         	|  91.37          	|
model_forward                      	|  0.10832        	|8000           	|  866.55         	|  50.921         	|
training_step                      	|  0.10818        	|8000           	|  865.48         	|  50.858         	|
backward                           	|  0.085859       	|8000           	|  686.87         	|  40.363         	|
optimizer_step_with_closure_0      	|  0.25351        	|1000           	|  253.51         	|  14.897         	|
get_train_batch                    	|  0.0022976      	|8063           	|  18.526         	|  1.0886         	|
fetch_next_train_batch             	|  0.0022811      	|8063           	|  18.393         	|  1.0808         	|
on_train_batch_end                 	|  0.0011056      	|8000           	|  8.8449         	|  0.51976        	|
training_batch_to_device           	|  0.00021697     	|8000           	|  1.7358         	|  0.102          	|
zero_grad                          	|  0.0013218      	|1000           	|  1.3218         	|  0.077675       	|
on_train_batch_start               	|  9.0953e-05     	|8000           	|  0.72763        	|  0.042758       	|
on_batch_start                     	|  1.4899e-05     	|8000           	|  0.11919        	|  0.007004       	|
on_batch_end                       	|  1.3418e-05     	|8000           	|  0.10734        	|  0.0063077      	|
on_before_backward                 	|  1.3247e-05     	|8000           	|  0.10597        	|  0.0062273      	|
on_after_backward                  	|  1.1557e-05     	|8000           	|  0.092457       	|  0.0054331      	|
training_step_end                  	|  6.113e-06      	|8000           	|  0.048904       	|  0.0028737      	|
on_train_end                       	|  0.025542       	|1              	|  0.025542       	|  0.0015009      	|
on_pretrain_routine_start          	|  0.023111       	|1              	|  0.023111       	|  0.0013581      	|
on_train_epoch_start               	|  0.00030519     	|63             	|  0.019227       	|  0.0011298      	|
on_train_epoch_end                 	|  0.00030026     	|63             	|  0.018917       	|  0.0011116      	|
on_before_zero_grad                	|  1.4671e-05     	|1000           	|  0.014671       	|  0.00086209     	|
on_before_optimizer_step           	|  1.158e-05      	|1000           	|  0.01158        	|  0.00068049     	|
configure_optimizers               	|  0.009012       	|1              	|  0.009012       	|  0.00052958     	|
on_train_start                     	|  0.00077646     	|1              	|  0.00077646     	|  4.5628e-05     	|
on_epoch_start                     	|  1.1093e-05     	|63             	|  0.00069884     	|  4.1066e-05     	|
on_epoch_end                       	|  1.0948e-05     	|63             	|  0.00068975     	|  4.0532e-05     	|
setup                              	|  2.5648e-05     	|1              	|  2.5648e-05     	|  1.5072e-06     	|
on_before_accelerator_backend_setup	|  2.5067e-05     	|1              	|  2.5067e-05     	|  1.473e-06      	|
on_fit_end                         	|  2.114e-05      	|1              	|  2.114e-05      	|  1.2422e-06     	|
on_fit_start                       	|  1.9126e-05     	|1              	|  1.9126e-05     	|  1.1239e-06     	|
on_configure_sharded_model         	|  1.7724e-05     	|1              	|  1.7724e-05     	|  1.0415e-06     	|
on_pretrain_routine_end            	|  1.0971e-05     	|1              	|  1.0971e-05     	|  6.4469e-07     	|
teardown                           	|  1.0179e-05     	|1              	|  1.0179e-05     	|  5.9816e-07     	|
prepare_data                       	|  9.869e-06      	|1              	|  9.869e-06      	|  5.7993e-07     	|
configure_callbacks                	|  7.2331e-06     	|1              	|  7.2331e-06     	|  4.2504e-07     	|
configure_sharded_model            	|  5.5011e-06     	|1              	|  5.5011e-06     	|  3.2326e-07     	|
on_val_dataloader                  	|  4.6892e-06     	|1              	|  4.6892e-06     	|  2.7555e-07     	|
on_train_dataloader                	|  4.488e-06      	|1              	|  4.488e-06      	|  2.6373e-07     	|
