FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1748.3         	|  100 %          	|
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run_training_epoch                 	|  3.4497         	|500            	|  1724.9         	|  98.661         	|
run_training_batch                 	|  0.20465        	|8000           	|  1637.2         	|  93.644         	|
training_step_and_backward         	|  0.19323        	|8000           	|  1545.8         	|  88.42          	|
model_forward                      	|  0.10812        	|8000           	|  864.98         	|  49.476         	|
training_step                      	|  0.10798        	|8000           	|  863.88         	|  49.413         	|
backward                           	|  0.084918       	|8000           	|  679.34         	|  38.858         	|
optimizer_step_with_closure_0      	|  0.25207        	|1000           	|  252.07         	|  14.418         	|
get_train_batch                    	|  0.006799       	|8500           	|  57.792         	|  3.3056         	|
fetch_next_train_batch             	|  0.0067795      	|8500           	|  57.626         	|  3.2961         	|
on_train_batch_end                 	|  0.0011073      	|8000           	|  8.8588         	|  0.50671        	|
training_batch_to_device           	|  0.00023882     	|8000           	|  1.9106         	|  0.10928        	|
zero_grad                          	|  0.0013648      	|1000           	|  1.3648         	|  0.078064       	|
on_train_batch_start               	|  9.3851e-05     	|8000           	|  0.7508         	|  0.042945       	|
on_train_epoch_start               	|  0.00029157     	|500            	|  0.14579        	|  0.0083388      	|
on_batch_start                     	|  1.7435e-05     	|8000           	|  0.13948        	|  0.0079782      	|
on_train_epoch_end                 	|  0.00026664     	|500            	|  0.13332        	|  0.0076258      	|
on_batch_end                       	|  1.3213e-05     	|8000           	|  0.1057         	|  0.0060461      	|
on_before_backward                 	|  1.3073e-05     	|8000           	|  0.10459        	|  0.0059823      	|
on_after_backward                  	|  1.1389e-05     	|8000           	|  0.091109       	|  0.0052113      	|
training_step_end                  	|  6.2397e-06     	|8000           	|  0.049918       	|  0.0028552      	|
on_train_end                       	|  0.023801       	|1              	|  0.023801       	|  0.0013614      	|
on_pretrain_routine_start          	|  0.023126       	|1              	|  0.023126       	|  0.0013228      	|
on_before_zero_grad                	|  2.0352e-05     	|1000           	|  0.020352       	|  0.0011641      	|
on_before_optimizer_step           	|  1.7061e-05     	|1000           	|  0.017061       	|  0.00097585     	|
configure_optimizers               	|  0.0082841      	|1              	|  0.0082841      	|  0.00047384     	|
on_epoch_start                     	|  1.0718e-05     	|500            	|  0.0053588      	|  0.00030652     	|
on_epoch_end                       	|  1.0428e-05     	|500            	|  0.005214       	|  0.00029823     	|
on_train_start                     	|  0.00074546     	|1              	|  0.00074546     	|  4.264e-05      	|
on_fit_end                         	|  2.3043e-05     	|1              	|  2.3043e-05     	|  1.318e-06      	|
setup                              	|  2.0407e-05     	|1              	|  2.0407e-05     	|  1.1673e-06     	|
on_before_accelerator_backend_setup	|  2.0268e-05     	|1              	|  2.0268e-05     	|  1.1593e-06     	|
on_configure_sharded_model         	|  1.7432e-05     	|1              	|  1.7432e-05     	|  9.9709e-07     	|
on_fit_start                       	|  1.7302e-05     	|1              	|  1.7302e-05     	|  9.8965e-07     	|
teardown                           	|  1.0039e-05     	|1              	|  1.0039e-05     	|  5.7422e-07     	|
on_pretrain_routine_end            	|  9.7379e-06     	|1              	|  9.7379e-06     	|  5.57e-07       	|
prepare_data                       	|  7.8641e-06     	|1              	|  7.8641e-06     	|  4.4982e-07     	|
configure_callbacks                	|  6.1009e-06     	|1              	|  6.1009e-06     	|  3.4896e-07     	|
on_val_dataloader                  	|  4.519e-06      	|1              	|  4.519e-06      	|  2.5848e-07     	|
configure_sharded_model            	|  4.4389e-06     	|1              	|  4.4389e-06     	|  2.539e-07      	|
on_train_dataloader                	|  4.3779e-06     	|1              	|  4.3779e-06     	|  2.5041e-07     	|
