From 2a9313e58ea3484a67c986601a5160c67775f7f7 Mon Sep 17 00:00:00 2001 From: "Kim, Vinnam" Date: Thu, 30 Nov 2023 19:25:51 +0900 Subject: [PATCH 1/2] Add IterationTimer callback Signed-off-by: Kim, Vinnam --- src/otx/algo/callbacks/__init__.py | 4 + src/otx/algo/callbacks/iteration_timer.py | 137 ++++++++ src/otx/config/callbacks/default.yaml | 2 +- src/otx/config/callbacks/iteration_timer.yaml | 7 + src/otx/config/train.yaml | 1 + src/otx/core/config/__init__.py | 4 +- .../annotations/instances_train.json | 294 ++++++++++++++++++ .../annotations/instances_val.json | 88 ++++++ .../car_tree_bug/images/train/Slide4.PNG | Bin 0 -> 26804 bytes .../car_tree_bug/images/train/Slide5.PNG | Bin 0 -> 31177 bytes .../car_tree_bug/images/train/Slide6.PNG | Bin 0 -> 21277 bytes .../car_tree_bug/images/train/Slide7.PNG | Bin 0 -> 32317 bytes .../car_tree_bug/images/train/Slide8.PNG | Bin 0 -> 22874 bytes .../car_tree_bug/images/train/Slide9.PNG | Bin 0 -> 26796 bytes .../car_tree_bug/images/val/Slide20.PNG | Bin 0 -> 6123 bytes .../assets/car_tree_bug/images/val/Slide3.PNG | Bin 0 -> 21103 bytes tests/unit/algo/__init__.py | 2 + tests/unit/algo/callbacks/__init__.py | 2 + .../algo/callbacks/test_iteration_timer.py | 73 +++++ 19 files changed, 611 insertions(+), 3 deletions(-) create mode 100644 src/otx/algo/callbacks/__init__.py create mode 100644 src/otx/algo/callbacks/iteration_timer.py create mode 100644 src/otx/config/callbacks/iteration_timer.yaml create mode 100644 tests/assets/car_tree_bug/annotations/instances_train.json create mode 100644 tests/assets/car_tree_bug/annotations/instances_val.json create mode 100644 tests/assets/car_tree_bug/images/train/Slide4.PNG create mode 100644 tests/assets/car_tree_bug/images/train/Slide5.PNG create mode 100644 tests/assets/car_tree_bug/images/train/Slide6.PNG create mode 100644 tests/assets/car_tree_bug/images/train/Slide7.PNG create mode 100644 tests/assets/car_tree_bug/images/train/Slide8.PNG create mode 100644 tests/assets/car_tree_bug/images/train/Slide9.PNG create mode 100644 tests/assets/car_tree_bug/images/val/Slide20.PNG create mode 100644 tests/assets/car_tree_bug/images/val/Slide3.PNG create mode 100644 tests/unit/algo/__init__.py create mode 100644 tests/unit/algo/callbacks/__init__.py create mode 100644 tests/unit/algo/callbacks/test_iteration_timer.py diff --git a/src/otx/algo/callbacks/__init__.py b/src/otx/algo/callbacks/__init__.py new file mode 100644 index 00000000000..81294c38a2f --- /dev/null +++ b/src/otx/algo/callbacks/__init__.py @@ -0,0 +1,4 @@ +# Copyright (C) 2023 Intel Corporation +# SPDX-License-Identifier: Apache-2.0 +# +"""Module for OTX custom callbacks.""" diff --git a/src/otx/algo/callbacks/iteration_timer.py b/src/otx/algo/callbacks/iteration_timer.py new file mode 100644 index 00000000000..5fc14fc8609 --- /dev/null +++ b/src/otx/algo/callbacks/iteration_timer.py @@ -0,0 +1,137 @@ +# Copyright (C) 2023 Intel Corporation +# SPDX-License-Identifier: Apache-2.0 +# +"""Timer for logging iteration time for train, val, and test phases.""" + +from __future__ import annotations + +from collections import defaultdict +from time import time +from typing import TYPE_CHECKING, Any + +from lightning import Callback + +if TYPE_CHECKING: + from lightning import LightningModule, Trainer + from lightning.pytorch.utilities.types import STEP_OUTPUT + + +class IterationTimer(Callback): + """Timer for logging iteration time for train, val, and test phases.""" + + def __init__( + self, + prog_bar: bool = True, + on_step: bool = True, + on_epoch: bool = True, + ) -> None: + super().__init__() + self.prog_bar = prog_bar + self.on_step = on_step + self.on_epoch = on_epoch + + self.start_time: dict[str, float] = defaultdict(float) + self.end_time: dict[str, float] = defaultdict(float) + + def _on_batch_start(self, pl_module: LightningModule, phase: str) -> None: + self.start_time[phase] = time() + + if not self.end_time[phase]: + return + + name = f"{phase}/data_time" + + data_time = self.start_time[phase] - self.end_time[phase] + + pl_module.log( + name=name, + value=data_time, + prog_bar=self.prog_bar, + on_step=self.on_step, + on_epoch=self.on_epoch, + ) + + def _on_batch_end(self, pl_module: LightningModule, phase: str) -> None: + if not self.end_time[phase]: + self.end_time[phase] = time() + return + + name = f"{phase}/iter_time" + curr_end_time = time() + iter_time = curr_end_time - self.end_time[phase] + self.end_time[phase] = curr_end_time + + pl_module.log( + name=name, + value=iter_time, + prog_bar=self.prog_bar, + on_step=self.on_step, + on_epoch=self.on_epoch, + ) + + def on_train_batch_start( + self, + trainer: Trainer, + pl_module: LightningModule, + batch: Any, # noqa: ANN401 + batch_idx: int, + ) -> None: + """Log iteration data time on the training batch start.""" + self._on_batch_start(pl_module=pl_module, phase="train") + + def on_train_batch_end( + self, + trainer: Trainer, + pl_module: LightningModule, + outputs: STEP_OUTPUT, + batch: Any, # noqa: ANN401 + batch_idx: int, + ) -> None: + """Log iteration time on the training batch start.""" + self._on_batch_end(pl_module=pl_module, phase="train") + + def on_validation_batch_start( + self, + trainer: Trainer, + pl_module: LightningModule, + batch: Any, # noqa: ANN401 + batch_idx: int, + dataloader_idx: int = 0, + ) -> None: + """Log iteration data time on the validation batch start.""" + self._on_batch_start(pl_module=pl_module, phase="validation") + + def on_validation_batch_end( + self, + trainer: Trainer, + pl_module: LightningModule, + outputs: STEP_OUTPUT, + batch: Any, # noqa: ANN401 + batch_idx: int, + dataloader_idx: int = 0, + ) -> None: + """Log iteration time on the validation batch start.""" + self._on_batch_end(pl_module=pl_module, phase="validation") + + def on_test_batch_start( + self, + trainer: Trainer, + pl_module: LightningModule, + batch: Any, # noqa: ANN401 + batch_idx: int, + dataloader_idx: int = 0, + ) -> None: + """Log iteration data time on the test batch start.""" + self._on_batch_start(pl_module=pl_module, phase="test") + + def on_test_batch_end( + self, + trainer: Trainer, + pl_module: LightningModule, + outputs: STEP_OUTPUT, + batch: Any, # noqa: ANN401 + batch_idx: int, + dataloader_idx: int = 0, + ) -> None: + """Log iteration time on the test batch start.""" + self._on_batch_end(pl_module=pl_module, phase="test") diff --git a/src/otx/config/callbacks/default.yaml b/src/otx/config/callbacks/default.yaml index c9bf2fb8e68..352ff4ee777 100644 --- a/src/otx/config/callbacks/default.yaml +++ b/src/otx/config/callbacks/default.yaml @@ -6,7 +6,7 @@ defaults: - _self_ model_checkpoint: - dirpath: ${paths.output_dir}/checkpoints + dirpath: ${base.output_dir}/checkpoints filename: "epoch_{epoch:03d}" monitor: "val/acc" mode: "max" diff --git a/src/otx/config/callbacks/iteration_timer.yaml b/src/otx/config/callbacks/iteration_timer.yaml new file mode 100644 index 00000000000..973428ec3bc --- /dev/null +++ b/src/otx/config/callbacks/iteration_timer.yaml @@ -0,0 +1,7 @@ +# https://lightning.ai/docs/pytorch/stable/api/lightning.pytorch.callbacks.EarlyStopping.html + +iteration_timer: + _target_: otx.algo.callbacks.iteration_timer.IterationTimer + prog_bar: True + on_step: True + on_epoch: True diff --git a/src/otx/config/train.yaml b/src/otx/config/train.yaml index 485b8a5b4d8..61899fdc296 100644 --- a/src/otx/config/train.yaml +++ b/src/otx/config/train.yaml @@ -1,6 +1,7 @@ defaults: - base_config - base: default + - callbacks: iteration_timer - data: default - trainer: default - model: mmdet diff --git a/src/otx/core/config/__init__.py b/src/otx/core/config/__init__.py index dae14dbb088..fd7c1081c47 100644 --- a/src/otx/core/config/__init__.py +++ b/src/otx/core/config/__init__.py @@ -2,7 +2,7 @@ # SPDX-License-Identifier: Apache-2.0 # """Config data type objects.""" -from dataclasses import dataclass, field +from dataclasses import dataclass from typing import Optional from .base import BaseConfig @@ -16,6 +16,7 @@ class TrainConfig: """DTO for training.""" base: BaseConfig + callbacks: dict data: DataModuleConfig trainer: TrainerConfig model: ModelConfig @@ -23,7 +24,6 @@ class TrainConfig: recipe: Optional[str] # noqa: FA100 train: bool test: bool - callbacks: list = field(default_factory=list) def register_configs() -> None: diff --git a/tests/assets/car_tree_bug/annotations/instances_train.json b/tests/assets/car_tree_bug/annotations/instances_train.json new file mode 100644 index 00000000000..03d969702e9 --- /dev/null +++ b/tests/assets/car_tree_bug/annotations/instances_train.json @@ -0,0 +1,294 @@ +{ + "licenses": [{ "name": "", "id": 0, "url": "" }], + "info": { + "contributor": "", + "date_created": "", + "description": "", + "url": "", + "version": "", + "year": "" + }, + "categories": [ + { "id": 1, "name": "car", "supercategory": "" }, + { "id": 2, "name": "tree", "supercategory": "" }, + { "id": 3, "name": "bug", "supercategory": "" } + 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z1Q?$}bkhExDxcWaayB;`=iGxz7t7P?d9GZ zm0G_WfA#2Et8BL%Zv{cxkD+p@*iJRxWqa)H9TLGR;HiNS1Dk)iU2 zHwzlX{(Q@3SKp}~?==;u365Sk$-S8vd>=}DGbU~=Q~h1g^#B~@4ihU5WN!eVZE%jF zp7oUayNtqZqJ&u-*!HD`%>Jf#P|;{+YxXiNJ_=EiH+ zYaL9v`EWkrRKE87lidyRd+}FaLDm|1c=a2|$qXo-k3K#%;bL5IDkcUHJJR|o0ZYNy z*1+ij3e3ZKT~{z`h`l^@H0%SXbD=qTT%Iu%KeP42VK6vT0DK7o zLzmxGeu(^Nj&2C49JNgrEeIhboik{fn92Ewf8K8IIFtUqCnurDLw&3*Zo)#EMjsq= zg$@WnB=Q?^tU66y#g|K8%EYK8)R#dVLXSsbm{$s1{?LymL?o@VHGkdtO4Vm5<|ku( zms-c@ErW4B7=^dz?!Z{cv;k3vq4RO0_H33zRMJ}Bw0b@En8w`*}DKv zjM!hPl7$}hnGu{>xEkRFHD+L|0ZF5Y(1V~O4uB1ML}v|tPlAnLz!8iz@F;fTql)}C zDEFi1 None: + mock_trainer = MagicMock() + mock_pl_module = MagicMock() + mock_batch = MagicMock() + mock_outputs = MagicMock() + + timer = IterationTimer() + + batch_len = 2 + + # Timestamp + # 0, batch_start + # 1, batch_end + # 2, ... + # 3, + mock_time.side_effect = range(2 * batch_len) + + for batch_idx in range(batch_len): + getattr(timer, f"on_{phase}_batch_start")( + trainer=mock_trainer, + pl_module=mock_pl_module, + batch=mock_batch, + batch_idx=batch_idx, + ) + + if batch_idx == 0: + assert ( + not mock_pl_module.log.called + ), "Cannot log data and iter time at the first batch step" + else: + mock_pl_module.log.assert_called_with( + name=f"{phase}/data_time", + value=1, + prog_bar=timer.prog_bar, + on_step=timer.on_step, + on_epoch=timer.on_epoch, + ) + + getattr(timer, f"on_{phase}_batch_end")( + trainer=mock_trainer, + pl_module=mock_pl_module, + outputs=mock_outputs, + batch=mock_batch, + batch_idx=batch_idx, + ) + + assert timer.start_time[phase] == 2 * batch_idx + assert timer.end_time[phase] == 2 * batch_idx + 1 + + if batch_idx == 0: + assert ( + not mock_pl_module.log.called + ), "Cannot log data and iter time at the first batch step" + else: + mock_pl_module.log.assert_called_with( + name=f"{phase}/iter_time", + value=2, + prog_bar=timer.prog_bar, + on_step=timer.on_step, + on_epoch=timer.on_epoch, + ) From 532a020d2af45290f2fea3ac3be521e373485b81 Mon Sep 17 00:00:00 2001 From: "Kim, Vinnam" Date: Thu, 30 Nov 2023 19:30:47 +0900 Subject: [PATCH 2/2] Fix wrong docstrings Signed-off-by: Kim, Vinnam --- src/otx/algo/callbacks/iteration_timer.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/otx/algo/callbacks/iteration_timer.py b/src/otx/algo/callbacks/iteration_timer.py index 5fc14fc8609..da1f0b65bbf 100644 --- a/src/otx/algo/callbacks/iteration_timer.py +++ b/src/otx/algo/callbacks/iteration_timer.py @@ -87,7 +87,7 @@ def on_train_batch_end( batch: Any, # noqa: ANN401 batch_idx: int, ) -> None: - """Log iteration time on the training batch start.""" + """Log iteration time on the training batch end.""" self._on_batch_end(pl_module=pl_module, phase="train") def on_validation_batch_start( @@ -110,7 +110,7 @@ def on_validation_batch_end( batch_idx: int, dataloader_idx: int = 0, ) -> None: - """Log iteration time on the validation batch start.""" + """Log iteration time on the validation batch end.""" self._on_batch_end(pl_module=pl_module, phase="validation") def on_test_batch_start( @@ -133,5 +133,5 @@ def on_test_batch_end( batch_idx: int, dataloader_idx: int = 0, ) -> None: - """Log iteration time on the test batch start.""" + """Log iteration time on the test batch end.""" self._on_batch_end(pl_module=pl_module, phase="test")