pytorch / benchmark
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

File Change Frequency Overall
File Change Frequency Overall
The number of recorded file updates
  • There are 582 files with 55,432 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 4 files changed 21-50 times (636 lines of code)
    • 72 files changed 6-20 times (5,369 lines of code)
    • 506 files changed 1-5 times (49,427 lines of code)
0% | 0% | 1% | 9% | 89%
Legend:
101+
51-100
21-50
6-20
1-5
explore: zoomable circles | data
File Change Frequency per File Extension
py, yaml, sh, txt, md, cfg, yml, gitignore, json, patch, ipynb, pt, m, gitmodules, gitattributes, dockerignore
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 1% | 13% | 84%
cfg0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 100%
ipynb0% | 0% | 0% | 0% | 100%
yml0% | 0% | 0% | 0% | 100%
m0% | 0% | 0% | 0% | 100%
pt0% | 0% | 0% | 0% | 100%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
torchbenchmark0% | 0% | 87% | 0% | 12%
ROOT0% | 0% | 14% | 48% | 36%
torchbenchmark/models/densenet1210% | 0% | 47% | 0% | 52%
torchbenchmark/util0% | 0% | 0% | 49% | 50%
torchbenchmark/models/yolov30% | 0% | 0% | 2% | 97%
torchbenchmark/models/attention_is_all_you_need_pytorch0% | 0% | 0% | 27% | 72%
torchbenchmark/models/Background_Matting0% | 0% | 0% | 18% | 81%
torchbenchmark/models/soft_actor_critic0% | 0% | 0% | 16% | 83%
torchbenchmark/models/speech_transformer0% | 0% | 0% | 19% | 80%
torchbenchmark/models/BERT_pytorch0% | 0% | 0% | 27% | 72%
torchbenchmark/models/dlrm0% | 0% | 0% | 3% | 96%
scripts0% | 0% | 0% | 34% | 65%
torchbenchmark/models/fastNLP_Bert0% | 0% | 0% | 53% | 46%
torchbenchmark/models/drq0% | 0% | 0% | 25% | 74%
torchbenchmark/models/pyhpc_isoneutral_mixing0% | 0% | 0% | 34% | 65%
torchbenchmark/util/framework0% | 0% | 0% | 9% | 90%
torchbenchmark/models/tacotron20% | 0% | 0% | 2% | 97%
torchbenchmark/models/LearningToPaint0% | 0% | 0% | 3% | 96%
torchbenchmark/models/moco0% | 0% | 0% | 8% | 91%
torchbenchmark/models/pytorch_struct0% | 0% | 0% | 53% | 46%
torchbenchmark/models/maml0% | 0% | 0% | 22% | 77%
torchbenchmark/models/demucs0% | 0% | 0% | 3% | 96%
torchbenchmark/models/vision_maskrcnn0% | 0% | 0% | 46% | 53%
torchbenchmark/models/maml_omniglot0% | 0% | 0% | 80% | 19%
torchbenchmark/models/pytorch_stargan0% | 0% | 0% | 9% | 90%
torchbenchmark/models/pytorch_unet0% | 0% | 0% | 12% | 87%
torchbenchmark/models/detectron2_maskrcnn0% | 0% | 0% | 75% | 24%
torchbenchmark/models/Super_SloMo0% | 0% | 0% | 4% | 95%
torchbenchmark/models/opacus_cifar100% | 0% | 0% | 81% | 18%
torchbenchmark/models/pytorch_CycleGAN_and_pix2pix0% | 0% | 0% | 2% | 97%
torchbenchmark/models/resnet50_quantized_qat0% | 0% | 0% | 87% | 12%
torchbenchmark/models/mobilenet_v2_quantized_qat0% | 0% | 0% | 86% | 13%
torchbenchmark/models/pyhpc_equation_of_state0% | 0% | 0% | 14% | 85%
torchbenchmark/models/nvidia_deeprecommender0% | 0% | 0% | 3% | 96%
torchbenchmark/score0% | 0% | 0% | 3% | 96%
torchbenchmark/models/tts_angular0% | 0% | 0% | 5% | 94%
torchbenchmark/util/backends0% | 0% | 0% | 25% | 74%
torchbenchmark/models/squeezenet1_10% | 0% | 0% | 70% | 29%
torchbenchmark/models/timm_regnet0% | 0% | 0% | 56% | 43%
torchbenchmark/models/resnet500% | 0% | 0% | 56% | 43%
torchbenchmark/models/timm_vision_transformer0% | 0% | 0% | 56% | 43%
torchbenchmark/models/timm_nfnet0% | 0% | 0% | 56% | 43%
torchbenchmark/models/mobilenet_v3_large0% | 0% | 0% | 56% | 43%
torchbenchmark/models/timm_efficientnet0% | 0% | 0% | 56% | 43%
torchbenchmark/models/shufflenet_v2_x1_00% | 0% | 0% | 56% | 43%
torchbenchmark/models/resnet180% | 0% | 0% | 56% | 43%
torchbenchmark/models/mnasnet1_00% | 0% | 0% | 56% | 43%
torchbenchmark/models/resnext50_32x4d0% | 0% | 0% | 56% | 43%
torchbenchmark/models/vgg160% | 0% | 0% | 56% | 43%
torchbenchmark/models/mobilenet_v20% | 0% | 0% | 56% | 43%
torchbenchmark/models/alexnet0% | 0% | 0% | 56% | 43%
torchbenchmark/models/timm_vovnet0% | 0% | 0% | 56% | 43%
torchbenchmark/models/timm_resnest0% | 0% | 0% | 56% | 43%
torchbenchmark/models/hf_T50% | 0% | 0% | 28% | 71%
torchbenchmark/models/hf_BigBird0% | 0% | 0% | 29% | 70%
torchbenchmark/models/hf_Albert0% | 0% | 0% | 29% | 70%
torchbenchmark/models/hf_Bart0% | 0% | 0% | 29% | 70%
torchbenchmark/models/hf_Bert0% | 0% | 0% | 29% | 70%
torchbenchmark/models/hf_GPT20% | 0% | 0% | 29% | 70%
torchbenchmark/models/hf_DistilBert0% | 0% | 0% | 29% | 70%
torchbenchmark/models/hf_Reformer0% | 0% | 0% | 29% | 70%
torchbenchmark/models/hf_Longformer0% | 0% | 0% | 29% | 70%
torchbenchmark/score/configs0% | 0% | 0% | 0% | 100%
torchbenchmark/util/torchtext_legacy0% | 0% | 0% | 0% | 100%
components/_impl/workers0% | 0% | 0% | 0% | 100%
torchbenchmark/models/timm_efficientdet0% | 0% | 0% | 0% | 100%
torchbenchmark/models/pyhpc_turbulent_kinetic_energy0% | 0% | 0% | 0% | 100%
torchbenchmark/e2e_models/hf_bert0% | 0% | 0% | 0% | 100%
torchbenchmark/models/dcgan0% | 0% | 0% | 0% | 100%
torchbenchmark/microbenchmarks/nvfuser0% | 0% | 0% | 0% | 100%
components/_impl/tasks0% | 0% | 0% | 0% | 100%
torchbenchmark/e2e_models/fambench_xlmr0% | 0% | 0% | 0% | 100%
install_utils0% | 0% | 0% | 0% | 100%
components/_impl0% | 0% | 0% | 0% | 100%
components0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitslast modified
(days ago)		created
(days ago)		# changes# contributors
run.py
in root
 139 4 40 1417 28 7
__init__.py
in torchbenchmark
 390 33 18 581 25 9
test.py
in root
 98 6 18 592 24 9
__init__.py
in torchbenchmark/models/densenet121
 9 1 37 500 22 7
__init__.py
in torchbenchmark/models/mobilenet_v2
 9 1 65 500 20 7
__init__.py
in torchbenchmark/models/squeezenet1_1
 22 2 37 500 19 6
__init__.py
in torchbenchmark/models/demucs
 73 6 37 581 19 9
__init__.py
in torchbenchmark/models/alexnet
 9 1 65 500 18 6
__init__.py
in torchbenchmark/models/vgg16
 9 1 65 500 18 6
__init__.py
in torchbenchmark/models/LearningToPaint
 92 6 37 581 18 7
__init__.py
in torchbenchmark/models/BERT_pytorch
 113 9 47 581 18 9
__init__.py
in torchbenchmark/models/resnext50_32x4d
 9 1 65 500 17 6
__init__.py
in torchbenchmark/models/mnasnet1_0
 9 1 65 500 17 6
__init__.py
in torchbenchmark/models/resnet18
 9 1 65 500 17 6
__init__.py
in torchbenchmark/models/shufflenet_v2_x1_0
 9 1 65 500 17 6
__init__.py
in torchbenchmark/models/resnet50
 9 1 65 500 17 7
__init__.py
in torchbenchmark/models/attention_is_all_you_need_pytorch
 109 6 47 574 17 6
481 31 30 358 16 2
__init__.py
in torchbenchmark/models/Super_SloMo
 61 5 37 581 15 7
__init__.py
in torchbenchmark/models/pytorch_struct
 88 9 37 581 15 6
__init__.py
in torchbenchmark/models/moco
 91 4 16 581 15 10
__init__.py
in torchbenchmark/models/pytorch_CycleGAN_and_pix2pix
 49 6 32 581 13 7
68 5 298 592 13 8
__init__.py
in torchbenchmark/models/maml
 74 5 37 512 13 8
__init__.py
in torchbenchmark/models/tacotron2
 92 5 37 590 13 7
extra_args.py
in torchbenchmark/util
 94 12 24 65 13 1
install.py
in root
 88 3 58 592 12 5
__init__.py
in torchbenchmark/models/Background_Matting
 230 8 32 581 12 6
__init__.py
in torchbenchmark/models/timm_nfnet
 9 1 47 365 11 3
__init__.py
in torchbenchmark/models/timm_vision_transformer
 9 1 47 365 11 3
__init__.py
in torchbenchmark/models/speech_transformer
 43 5 35 313 11 2
__init__.py
in torchbenchmark/models/pyhpc_equation_of_state
 44 7 51 385 11 5
__init__.py
in torchbenchmark/models/pytorch_stargan
 67 9 47 571 11 6
model_factory.py
in torchbenchmark/util/framework/vision
 70 7 18 93 11 2
__init__.py
in torchbenchmark/models/pyhpc_isoneutral_mixing
 124 7 51 384 11 5
model.py
in torchbenchmark/util
 153 14 18 435 11 3
__init__.py
in torchbenchmark/models/dlrm
 175 4 37 571 11 6
__init__.py
in torchbenchmark/models/hf_DistilBert
 8 1 18 371 10 4
__init__.py
in torchbenchmark/models/hf_T5
 8 1 18 371 10 3
__init__.py
in torchbenchmark/models/hf_Bert
 8 1 18 371 10 3
__init__.py
in torchbenchmark/models/timm_resnest
 9 1 47 365 10 3
__init__.py
in torchbenchmark/models/timm_vovnet
 9 1 47 365 10 3
__init__.py
in torchbenchmark/models/timm_regnet
 9 1 47 365 10 3
__init__.py
in torchbenchmark/models/mobilenet_v2_quantized_qat
 45 6 51 395 10 4
__init__.py
in torchbenchmark/models/yolov3
 81 6 37 581 10 6
__init__.py
in torchbenchmark/models/hf_Longformer
 8 1 18 371 9 3
__init__.py
in torchbenchmark/models/hf_Reformer
 8 1 18 371 9 3
__init__.py
in torchbenchmark/models/hf_GPT2
 8 1 18 371 9 3
__init__.py
in torchbenchmark/models/hf_Bart
 8 1 18 371 9 3
__init__.py
in torchbenchmark/models/hf_Albert
 8 1 18 371 9 3
Files With Most Contributors (Top 50)
Files sorted by the number of unique email addresses found in commits.

See data for all files...

File# lines# unitslast modified
(days ago)		created
(days ago)		# changes# contributors
run.py
in root
 139 4 40 1417 28 7
__init__.py
in torchbenchmark
 390 33 18 581 25 9
test.py
in root
 98 6 18 592 24 9
__init__.py
in torchbenchmark/models/densenet121
 9 1 37 500 22 7
__init__.py
in torchbenchmark/models/mobilenet_v2
 9 1 65 500 20 7
__init__.py
in torchbenchmark/models/squeezenet1_1
 22 2 37 500 19 6
__init__.py
in torchbenchmark/models/demucs
 73 6 37 581 19 9
__init__.py
in torchbenchmark/models/alexnet
 9 1 65 500 18 6
__init__.py
in torchbenchmark/models/vgg16
 9 1 65 500 18 6
__init__.py
in torchbenchmark/models/LearningToPaint
 92 6 37 581 18 7
__init__.py
in torchbenchmark/models/BERT_pytorch
 113 9 47 581 18 9
__init__.py
in torchbenchmark/models/attention_is_all_you_need_pytorch
 109 6 47 574 17 6
__init__.py
in torchbenchmark/models/resnext50_32x4d
 9 1 65 500 17 6
__init__.py
in torchbenchmark/models/mnasnet1_0
 9 1 65 500 17 6
__init__.py
in torchbenchmark/models/resnet18
 9 1 65 500 17 6
__init__.py
in torchbenchmark/models/shufflenet_v2_x1_0
 9 1 65 500 17 6
__init__.py
in torchbenchmark/models/resnet50
 9 1 65 500 17 7
481 31 30 358 16 2
__init__.py
in torchbenchmark/models/pytorch_struct
 88 9 37 581 15 6
__init__.py
in torchbenchmark/models/Super_SloMo
 61 5 37 581 15 7
__init__.py
in torchbenchmark/models/moco
 91 4 16 581 15 10
extra_args.py
in torchbenchmark/util
 94 12 24 65 13 1
__init__.py
in torchbenchmark/models/tacotron2
 92 5 37 590 13 7
__init__.py
in torchbenchmark/models/pytorch_CycleGAN_and_pix2pix
 49 6 32 581 13 7
__init__.py
in torchbenchmark/models/maml
 74 5 37 512 13 8
68 5 298 592 13 8
install.py
in root
 88 3 58 592 12 5
__init__.py
in torchbenchmark/models/Background_Matting
 230 8 32 581 12 6
__init__.py
in torchbenchmark/models/speech_transformer
 43 5 35 313 11 2
model_factory.py
in torchbenchmark/util/framework/vision
 70 7 18 93 11 2
__init__.py
in torchbenchmark/models/timm_nfnet
 9 1 47 365 11 3
__init__.py
in torchbenchmark/models/timm_vision_transformer
 9 1 47 365 11 3
model.py
in torchbenchmark/util
 153 14 18 435 11 3
__init__.py
in torchbenchmark/models/pyhpc_equation_of_state
 44 7 51 385 11 5
__init__.py
in torchbenchmark/models/pyhpc_isoneutral_mixing
 124 7 51 384 11 5
__init__.py
in torchbenchmark/models/pytorch_stargan
 67 9 47 571 11 6
__init__.py
in torchbenchmark/models/dlrm
 175 4 37 571 11 6
__init__.py
in torchbenchmark/models/timm_resnest
 9 1 47 365 10 3
__init__.py
in torchbenchmark/models/timm_vovnet
 9 1 47 365 10 3
__init__.py
in torchbenchmark/models/hf_T5
 8 1 18 371 10 3
__init__.py
in torchbenchmark/models/hf_Bert
 8 1 18 371 10 3
__init__.py
in torchbenchmark/models/timm_regnet
 9 1 47 365 10 3
__init__.py
in torchbenchmark/models/hf_DistilBert
 8 1 18 371 10 4
__init__.py
in torchbenchmark/models/mobilenet_v2_quantized_qat
 45 6 51 395 10 4
__init__.py
in torchbenchmark/models/yolov3
 81 6 37 581 10 6
env_check.py
in torchbenchmark/util
 35 4 46 126 9 1
args.py
in torchbenchmark/util/framework/vision
 23 1 38 115 9 1
174 7 80 592 9 3
__init__.py
in torchbenchmark/models/hf_Longformer
 8 1 18 371 9 3
__init__.py
in torchbenchmark/models/tts_angular
 25 6 37 305 9 3
Correlations

File Size vs. Number of Changes: 582 points

torchbenchmark/models/BERT_pytorch/bert_pytorch/dataset/vocab.py x: 115 lines of code y: 3 # changes torchbenchmark/models/demucs/demucs/model.py x: 145 lines of code y: 3 # changes torchbenchmark/models/timm_efficientdet/__init__.py x: 132 lines of code y: 2 # changes torchbenchmark/models/timm_efficientdet/install.py x: 34 lines of code y: 2 # changes torchbenchmark/models/speech_transformer/speech_transformer/data/data.py x: 95 lines of code y: 3 # changes torchbenchmark/models/moco/__init__.py x: 91 lines of code y: 15 # changes torchbenchmark/models/hf_Albert/install.py x: 11 lines of code y: 3 # changes torchbenchmark/util/framework/huggingface/patch_hf.py x: 25 lines of code y: 3 # changes run_e2e.py x: 40 lines of code y: 2 # changes torchbenchmark/e2e_models/fambench_xlmr/__init__.py x: 54 lines of code y: 1 # changes torchbenchmark/e2e_models/fambench_xlmr/install.py x: 6 lines of code y: 1 # changes torchbenchmark/models/hf_Albert/__init__.py x: 8 lines of code y: 9 # changes torchbenchmark/models/hf_Bert/__init__.py x: 8 lines of code y: 10 # changes torchbenchmark/models/hf_DistilBert/metadata.yaml x: 8 lines of code y: 3 # changes torchbenchmark/models/hf_T5/metadata.yaml x: 9 lines of code y: 4 # changes torchbenchmark/util/framework/huggingface/model_factory.py x: 71 lines of code y: 1 # changes test.py x: 98 lines of code y: 24 # changes torchbenchmark/__init__.py x: 390 lines of code y: 25 # changes torchbenchmark/util/framework/timm/model_factory.py x: 67 lines of code y: 3 # changes torchbenchmark/util/framework/vision/model_factory.py x: 70 lines of code y: 11 # changes torchbenchmark/util/model.py x: 153 lines of code y: 11 # changes torchbenchmark/models/timm_efficientdet/args.py x: 154 lines of code y: 1 # changes torchbenchmark/models/timm_efficientdet/loader.py x: 67 lines of code y: 1 # changes torchbenchmark/models/timm_efficientdet/metadata.yaml x: 9 lines of code y: 1 # changes torchbenchmark/models/timm_efficientdet/train.py x: 61 lines of code y: 1 # changes torchbenchmark/util/backends/fx2trt.py x: 22 lines of code y: 7 # changes run_microbenchmarks.py x: 19 lines of code y: 2 # changes torchbenchmark/microbenchmarks/nvfuser/__init__.py x: 120 lines of code y: 2 # changes torchbenchmark/util/backends/torchdynamo.py x: 15 lines of code y: 1 # changes torchbenchmark/util/extra_args.py x: 94 lines of code y: 13 # changes torchbenchmark/models/attention_is_all_you_need_pytorch/transformer/Modules.py x: 22 lines of code y: 3 # changes torchbenchmark/microbenchmarks/nvfuser/ir.py x: 4 lines of code y: 1 # changes torchbenchmark/util/classify_graphs.py x: 143 lines of code y: 1 # changes bisection.py x: 481 lines of code y: 16 # changes torchbenchmark/models/Background_Matting/__init__.py x: 230 lines of code y: 12 # changes torchbenchmark/models/pytorch_CycleGAN_and_pix2pix/__init__.py x: 49 lines of code y: 13 # changes torchbenchmark/models/yolov3/yolo_train.py x: 331 lines of code y: 7 # changes torchbenchmark/models/yolov3/yolo_utils/utils.py x: 693 lines of code y: 2 # changes torchbenchmark/util/torchtext_legacy/data.py x: 205 lines of code y: 2 # changes torchbenchmark/models/speech_transformer/__init__.py x: 43 lines of code y: 11 # changes torchbenchmark/models/speech_transformer/config.py x: 171 lines of code y: 7 # changes torchbenchmark/models/Background_Matting/metadata.yaml x: 5 lines of code y: 3 # changes torchbenchmark/models/LearningToPaint/__init__.py x: 92 lines of code y: 18 # changes torchbenchmark/models/Super_SloMo/__init__.py x: 61 lines of code y: 15 # changes torchbenchmark/models/Super_SloMo/metadata.yaml x: 11 lines of code y: 2 # changes torchbenchmark/models/demucs/__init__.py x: 73 lines of code y: 19 # changes torchbenchmark/models/densenet121/__init__.py x: 9 lines of code y: 22 # changes torchbenchmark/models/densenet121/metadata.yaml x: 9 lines of code y: 2 # changes torchbenchmark/models/detectron2_maskrcnn/__init__.py x: 67 lines of code y: 7 # changes torchbenchmark/models/dlrm/__init__.py x: 175 lines of code y: 11 # changes torchbenchmark/models/dlrm/metadata.yaml x: 8 lines of code y: 2 # changes torchbenchmark/models/drq/__init__.py x: 144 lines of code y: 7 # changes torchbenchmark/models/fastNLP_Bert/__init__.py x: 158 lines of code y: 8 # changes torchbenchmark/models/maml/__init__.py x: 74 lines of code y: 13 # changes torchbenchmark/models/maml_omniglot/__init__.py x: 69 lines of code y: 6 # changes torchbenchmark/models/moco/metadata.yaml x: 9 lines of code y: 3 # changes torchbenchmark/models/nvidia_deeprecommender/__init__.py x: 43 lines of code y: 9 # changes torchbenchmark/models/opacus_cifar10/__init__.py x: 60 lines of code y: 7 # changes torchbenchmark/models/pytorch_struct/__init__.py x: 88 lines of code y: 15 # changes torchbenchmark/models/soft_actor_critic/__init__.py x: 218 lines of code y: 8 # changes torchbenchmark/models/squeezenet1_1/__init__.py x: 22 lines of code y: 19 # changes torchbenchmark/models/tacotron2/__init__.py x: 92 lines of code y: 13 # changes torchbenchmark/models/tts_angular/__init__.py x: 25 lines of code y: 9 # changes torchbenchmark/models/vision_maskrcnn/__init__.py x: 72 lines of code y: 8 # changes torchbenchmark/models/yolov3/__init__.py x: 81 lines of code y: 10 # changes torchbenchmark/util/metadata_utils.py x: 17 lines of code y: 1 # changes torchbenchmark/util/framework/vision/args.py x: 23 lines of code y: 9 # changes run.py x: 139 lines of code y: 28 # changes run_sweep.py x: 127 lines of code y: 5 # changes torchbenchmark/e2e.py x: 37 lines of code y: 1 # changes torchbenchmark/e2e_models/hf_bert/__init__.py x: 167 lines of code y: 1 # changes torchbenchmark/e2e_models/hf_bert/trainer.py x: 136 lines of code y: 1 # changes torchbenchmark/util/e2emodel.py x: 11 lines of code y: 1 # changes torchbenchmark/util/framework/transformers/text_classification/args.py x: 120 lines of code y: 1 # changes torchbenchmark/util/framework/transformers/text_classification/dataset.py x: 96 lines of code y: 1 # changes torchbenchmark/util/env_check.py x: 35 lines of code y: 9 # changes torchbenchmark/models/BERT_pytorch/__init__.py x: 113 lines of code y: 18 # changes torchbenchmark/models/attention_is_all_you_need_pytorch/__init__.py x: 109 lines of code y: 17 # 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