huggingface / pytorch-image-models
File Age & Freshness

File age measurements show the distribution of file ages (days since the first commit) and the file freshness (days since the latest commit).

Summary
File Change History Overall
File Age Distribution Overall
Days since first update
  • There are 283 files with 79,805 lines of code in files.
    • 257 files that are 366+ days old (71,048 lines of code)
    • 12 files that are 181-365 days old (3,595 lines of code)
    • 1 files that are 91-180 days old (388 lines of code)
    • 12 files that are 31-90 days old (3,698 lines of code)
    • 1 files that are 1-30 days old (1,076 lines of code)
89% | 4% | <1% | 4% | 1%
Legend:
366+
181-365
91-180
31-90
1-30

explore: grouped by folders | grouped by age
File Freshness Distribution Overall
Days since last update
  • There are 283 files with 79,805 lines of code in files.
    • 97 files have been last changed 366+ days ago (7,790 lines of code)
    • 45 files have been last changed 181-365 days ago (6,213 lines of code)
    • 23 files have been last changed 91-180 days ago (6,073 lines of code)
    • 9 files have been last changed 31-90 days ago (2,065 lines of code)
    • 109 files have been last changed 1-30 days ago (57,664 lines of code)
9% | 7% | 7% | 2% | 72%
Legend:
366+
181-365
91-180
31-90
1-30

explore: grouped by folders | grouped by freshness
File Change History per File Extension
py, mdx, txt, md, yaml, in, cfg, gitignore, gitattributes, toml, sh, json
File Age Distribution per Extension
Days since first update
366+
181-365
91-180
31-90
1-30
py89% | 4% | <1% | 4% | 1%
toml100% | 0% | 0% | 0% | 0%
cfg100% | 0% | 0% | 0% | 0%
in100% | 0% | 0% | 0% | 0%
File Freshness Distribution per Extension
Days since last update
366+
181-365
91-180
31-90
1-30
py9% | 7% | 7% | 2% | 72%
toml100% | 0% | 0% | 0% | 0%
cfg100% | 0% | 0% | 0% | 0%
in100% | 0% | 0% | 0% | 0%
File Change History per Logical Decomposition
primary
primary (file age distribution)
Days since first update
366+
181-365
91-180
31-90
1-30
timm88% | 4% | <1% | 4% | 1%
ROOT100% | 0% | 0% | 0% | 0%
convert100% | 0% | 0% | 0% | 0%
results100% | 0% | 0% | 0% | 0%
primary (file freshness distribution)
Days since last update
366+
181-365
91-180
31-90
1-30
timm9% | 7% | 6% | 2% | 73%
ROOT11% | 6% | 28% | 2% | 51%
convert100% | 0% | 0% | 0% | 0%
results0% | 100% | 0% | 0% | 0%
Oldest Files (Top 50)
File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
train.py
in root
 1155 6 2019-02-02 2025-06-11 210 34 rwightman@gmail.com 23580140+brianhou0208@users...
449 4 2019-02-22 2025-06-20 114 16 rwightman@gmail.com 23580140+brianhou0208@users...
312 2 2019-02-22 2025-01-20 51 11 rwightman@gmail.com josua.rieder@protonmail.com
88 2 2019-04-13 2023-04-19 30 9 rwightman@gmail.com rwightman@gmail.com
73 3 2019-05-24 2020-04-12 5 3 rwightman@gmail.com talrid@gmail.com
resnet.py
in timm/models
 1520 110 2019-06-20 2025-06-13 135 16 rwightman@gmail.com 23580140+brianhou0208@users...
transforms.py
in timm/data
 376 35 2019-06-20 2024-07-26 24 6 rwightman@gmail.com rwightman@users.noreply.git...
inception_v3.py
in timm/models
 347 30 2019-06-20 2025-06-21 39 8 rwightman@gmail.com rwightman@users.noreply.git...
densenet.py
in timm/models
 328 27 2019-06-20 2025-06-13 49 9 rwightman@gmail.com 23580140+brianhou0208@users...
senet.py
in timm/models
 320 29 2019-06-20 2025-05-23 43 7 rwightman@gmail.com rwightman@gmail.com
loader.py
in timm/data
 302 16 2019-06-20 2025-06-13 53 9 rwightman@gmail.com 23580140+brianhou0208@users...
inception_v4.py
in timm/models
 298 28 2019-06-20 2025-06-13 39 8 rwightman@gmail.com 23580140+brianhou0208@users...
pnasnet.py
in timm/models
 293 23 2019-06-20 2025-06-21 40 8 rwightman@gmail.com rwightman@users.noreply.git...
dpn.py
in timm/models
 291 27 2019-06-20 2024-06-07 50 8 rwightman@gmail.com rwightman@gmail.com
mixup.py
in timm/data
 268 16 2019-06-20 2025-06-11 23 9 rwightman@gmail.com 23580140+brianhou0208@users...
266 22 2019-06-20 2025-06-21 36 8 rwightman@gmail.com rwightman@users.noreply.git...
scheduler_factory.py
in timm/scheduler
 184 3 2019-06-20 2024-11-07 28 8 rwightman@gmail.com rwightman@gmail.com
xception.py
in timm/models
 175 14 2019-06-20 2024-06-17 35 7 rwightman@gmail.com rwightman@users.noreply.git...
__init__.py
in timm/models
 168 - 2019-06-20 2025-06-26 158 26 rwightman@gmail.com rwightman@users.noreply.git...
dataset.py
in timm/data
 162 19 2019-06-20 2024-12-06 41 7 rwightman@gmail.com rwightman@gmail.com
117 11 2019-06-20 2022-11-22 10 4 rwightman@gmail.com rwightman@gmail.com
rmsprop_tf.py
in timm/optim
 108 3 2019-06-20 2025-06-13 11 5 rwightman@gmail.com 23580140+brianhou0208@users...
config.py
in timm/data
 95 2 2019-06-20 2023-12-27 28 7 rwightman@gmail.com seefun@outlook.com
scheduler.py
in timm/scheduler
 94 11 2019-06-20 2024-05-13 16 6 rwightman@gmail.com rwightman@gmail.com
tanh_lr.py
in timm/scheduler
 92 3 2019-06-20 2024-11-07 20 6 rwightman@gmail.com rwightman@gmail.com
cosine_lr.py
in timm/scheduler
 89 3 2019-06-20 2024-11-07 19 6 rwightman@gmail.com rwightman@gmail.com
85 7 2019-06-20 2022-03-22 10 4 rwightman@gmail.com rwightman@users.noreply.git...
plateau_lr.py
in timm/scheduler
 85 7 2019-06-20 2024-05-13 16 6 rwightman@gmail.com rwightman@gmail.com
random_erasing.py
in timm/data
 78 5 2019-06-20 2022-10-15 23 6 rwightman@gmail.com rwightman@users.noreply.git...
nadam.py
in timm/optim
 61 2 2019-06-20 2024-11-26 6 2 rwightman@gmail.com rwightman@gmail.com
step_lr.py
in timm/scheduler
 48 2 2019-06-20 2024-05-13 13 5 rwightman@gmail.com rwightman@gmail.com
__init__.py
in timm/optim
 30 - 2019-06-20 2024-11-26 22 8 rwightman@gmail.com rwightman@gmail.com
__init__.py
in timm/data
 27 - 2019-06-20 2025-06-11 38 7 rwightman@gmail.com 23580140+brianhou0208@users...
cross_entropy.py
in timm/loss
 22 4 2019-06-20 2021-11-23 4 3 rwightman@gmail.com nxr9266@g.rit.edu
18 - 2019-06-20 2025-01-22 17 6 rwightman@gmail.com ajstewart426@gmail.com
constants.py
in timm/data
 10 - 2019-06-20 2022-11-22 4 2 rwightman@gmail.com rwightman@gmail.com
__init__.py
in timm/scheduler
 7 - 2019-06-20 2022-10-15 6 3 rwightman@gmail.com rwightman@users.noreply.git...
helpers.py
in timm/models
 6 - 2019-06-20 2024-10-16 81 12 rwightman@gmail.com rwightman@gmail.com
optim_factory.py
in timm/optim
 4 - 2019-06-20 2024-11-13 49 9 rwightman@gmail.com rwightman@gmail.com
__init__.py
in timm/loss
 4 - 2019-06-20 2021-11-23 11 5 rwightman@gmail.com nxr9266@g.rit.edu
version.py
in timm
 1 - 2019-06-20 2025-06-26 154 9 rwightman@gmail.com rwightman@gmail.com
registry.py
in timm/models
 3 - 2019-06-24 2024-10-16 21 5 rwightman@gmail.com rwightman@gmail.com
factory.py
in timm/models
 3 - 2019-06-24 2024-10-16 29 6 rwightman@gmail.com rwightman@gmail.com
nasnet.py
in timm/models
 448 28 2019-07-04 2025-06-21 43 8 rwightman@gmail.com rwightman@users.noreply.git...
adamw.py
in timm/optim
 315 6 2019-08-28 2025-06-19 12 4 rwightman@users.noreply.git... 23580140+brianhou0208@users...
radam.py
in timm/optim
 76 3 2019-08-28 2024-11-26 6 3 rwightman@users.noreply.git... rwightman@gmail.com
lookahead.py
in timm/optim
 50 6 2019-08-28 2023-06-02 10 4 rwightman@users.noreply.git... rwightman@gmail.com
nvnovograd.py
in timm/optim
 79 3 2019-08-29 2024-11-13 5 3 rwightman@users.noreply.git... rwightman@gmail.com
auto_augment.py
in timm/data
 707 64 2019-09-01 2025-01-19 31 9 rwightman@gmail.com josua.rieder@protonmail.com
dla.py
in timm/models
 415 33 2019-09-05 2025-06-21 40 8 rwightman@users.noreply.git... rwightman@users.noreply.git...
Files Not Recently Changed (Top 50)
File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
73 3 2019-05-24 2020-04-12 5 3 rwightman@gmail.com talrid@gmail.com
log.py
in timm/utils
 19 3 2020-09-07 2020-10-16 3 4 rwightman@gmail.com talrid@gmail.com
jsd.py
in timm/loss
 23 2 2019-12-20 2020-10-16 8 4 rwightman@gmail.com talrid@gmail.com
random.py
in timm/utils
 7 1 2021-04-12 2021-04-27 2 3 rwightman@users.noreply.git... talrid@gmail.com
clip_grad.py
in timm/utils
 11 1 2021-02-16 2021-04-27 2 3 rwightman@users.noreply.git... talrid@gmail.com
agc.py
in timm/utils
 19 2 2021-02-16 2021-04-27 2 3 rwightman@users.noreply.git... talrid@gmail.com
66 1 2021-06-24 2021-07-06 3 2 alexander.soare159@gmail.com rwightman@gmail.com
metrics.py
in timm/utils
 20 4 2020-09-07 2021-08-19 6 5 rwightman@gmail.com lereclus84l@gmail.com
__init__.py
in timm/loss
 4 - 2019-06-20 2021-11-23 11 5 rwightman@gmail.com nxr9266@g.rit.edu
cross_entropy.py
in timm/loss
 22 4 2019-06-20 2021-11-23 4 3 rwightman@gmail.com nxr9266@g.rit.edu
85 7 2019-06-20 2022-03-22 10 4 rwightman@gmail.com rwightman@users.noreply.git...
decay_batch.py
in timm/utils
 17 2 2022-07-19 2022-07-19 1 1 rwightman@gmail.com rwightman@gmail.com
__init__.py
in timm/data/readers
 2 - 2022-10-14 2022-10-15 2 2 rwightman@gmail.com rwightman@users.noreply.git...
__init__.py
in timm/scheduler
 7 - 2019-06-20 2022-10-15 6 3 rwightman@gmail.com rwightman@users.noreply.git...
shared_count.py
in timm/data/readers
 10 3 2022-10-14 2022-10-15 2 2 rwightman@gmail.com rwightman@users.noreply.git...
reader.py
in timm/data/readers
 11 4 2022-10-14 2022-10-15 2 2 rwightman@gmail.com rwightman@users.noreply.git...
img_extensions.py
in timm/data/readers
 33 7 2022-10-14 2022-10-15 2 2 rwightman@gmail.com rwightman@users.noreply.git...
reader_image_tar.py
in timm/data/readers
 52 5 2022-10-14 2022-10-15 2 2 rwightman@gmail.com rwightman@users.noreply.git...
random_erasing.py
in timm/data
 78 5 2019-06-20 2022-10-15 23 6 rwightman@gmail.com rwightman@users.noreply.git...
reader_image_in_tar.py
in timm/data/readers
 181 10 2022-10-14 2022-10-15 2 2 rwightman@gmail.com rwightman@users.noreply.git...
constants.py
in timm/data
 10 - 2019-06-20 2022-11-22 4 2 rwightman@gmail.com rwightman@gmail.com
117 11 2019-06-20 2022-11-22 10 4 rwightman@gmail.com rwightman@gmail.com
hubconf.py
in root
 3 - 2020-02-18 2022-12-13 6 4 rwightman@gmail.com fredo.guan@hotmail.com
trace_utils.py
in timm/layers
 7 2 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
linear.py
in timm/layers
 11 1 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
class_map.py
in timm/data/readers
 20 1 2022-10-14 2022-12-13 5 3 rwightman@gmail.com fredo.guan@hotmail.com
create_conv2d.py
in timm/layers
 21 1 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
mixed_conv2d.py
in timm/layers
 31 3 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
median_pool.py
in timm/layers
 34 3 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
global_context.py
in timm/layers
 46 3 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
split_batchnorm.py
in timm/layers
 46 3 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
separable_conv.py
in timm/layers
 47 8 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
pool2d_same.py
in timm/layers
 51 7 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
51 7 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
squeeze_excite.py
in timm/layers
 55 6 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
eca.py
in timm/layers
 55 4 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
inplace_abn.py
in timm/layers
 59 5 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
split_attn.py
in timm/layers
 64 4 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
gather_excite.py
in timm/layers
 66 2 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
create_attn.py
in timm/layers
 67 2 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
bottleneck_attn.py
in timm/layers
 73 6 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
cbam.py
in timm/layers
 75 12 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
std_conv.py
in timm/layers
 76 8 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
halo_attn.py
in timm/layers
 99 6 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
non_local_attn.py
in timm/layers
 109 8 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
evo_norm.py
in timm/layers
 272 31 2022-12-06 2022-12-13 3 3 rwightman@gmail.com fredo.guan@hotmail.com
grn.py
in timm/layers
 20 2 2023-01-05 2023-01-15 2 2 rwightman@users.noreply.git... fredo.guan@hotmail.com
misc.py
in timm/utils
 21 3 2020-09-07 2023-01-27 6 5 rwightman@gmail.com rwightman@gmail.com
in
 3 - 2020-05-04 2023-04-19 6 4 rwightman@gmail.com rwightman@gmail.com
real_labels.py
in timm/data
 36 3 2020-06-30 2023-04-19 10 5 rwightman@gmail.com rwightman@gmail.com
Most Recently Created Files (Top 50)
File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
naflexvit.py
in timm/models
 1076 47 2025-06-03 2025-06-21 11 3 rwightman@gmail.com rwightman@users.noreply.git...
193 7 2025-05-20 2025-06-11 4 3 rwightman@gmail.com 23580140+brianhou0208@users...
naflex_mixup.py
in timm/data
 147 5 2025-05-10 2025-06-11 4 3 rwightman@gmail.com 23580140+brianhou0208@users...
pool1d.py
in timm/layers
 22 1 2025-05-10 2025-05-23 4 3 rwightman@gmail.com rwightman@gmail.com
mobilenetv5.py
in timm/models
 647 25 2025-05-05 2025-06-26 2 3 ryanmullins@google.com rwightman@gmail.com
fasternet.py
in timm/models
 351 32 2025-05-05 2025-06-21 10 3 23580140+brianhou0208@users... rwightman@users.noreply.git...
swiftformer.py
in timm/models
 472 36 2025-04-28 2025-06-21 12 3 23580140+brianhou0208@users... rwightman@users.noreply.git...
shvit.py
in timm/models
 395 36 2025-04-28 2025-06-21 11 3 23580140+brianhou0208@users... rwightman@users.noreply.git...
starnet.py
in timm/models
 263 25 2025-04-28 2025-06-21 11 3 23580140+brianhou0208@users... rwightman@users.noreply.git...
495 23 2025-04-08 2025-06-11 6 3 rwightman@gmail.com 23580140+brianhou0208@users...
naflex_dataset.py
in timm/data
 311 10 2025-04-08 2025-06-11 7 3 rwightman@gmail.com 23580140+brianhou0208@users...
naflex_loader.py
in timm/data
 259 6 2025-04-08 2025-06-13 8 3 rwightman@gmail.com 23580140+brianhou0208@users...
attention.py
in timm/layers
 143 5 2025-04-08 2025-06-19 12 4 rwightman@gmail.com 23580140+brianhou0208@users...
kron.py
in timm/optim
 388 17 2025-01-24 2025-06-13 7 4 rwightman@gmail.com 23580140+brianhou0208@users...
_types.py
in timm/optim
 15 1 2024-11-28 2024-11-28 1 1 rwightman@gmail.com rwightman@gmail.com
mars.py
in timm/optim
 155 4 2024-11-26 2024-12-27 4 2 rwightman@gmail.com rwightman@users.noreply.git...
laprop.py
in timm/optim
 83 3 2024-11-26 2025-06-13 5 3 rwightman@gmail.com 23580140+brianhou0208@users...
_optim_factory.py
in timm/optim
 916 24 2024-11-13 2025-06-13 10 3 rwightman@gmail.com 23580140+brianhou0208@users...
_param_groups.py
in timm/optim
 97 4 2024-11-13 2024-11-13 1 1 rwightman@gmail.com rwightman@gmail.com
adopt.py
in timm/optim
 398 11 2024-11-08 2025-06-13 6 3 rwightman@gmail.com 23580140+brianhou0208@users...
adafactor_bv.py
in timm/optim
 246 7 2024-11-04 2025-06-13 7 3 rwightman@gmail.com 23580140+brianhou0208@users...
mambaout.py
in timm/models
 564 38 2024-08-23 2025-06-13 15 4 rwightman@gmail.com 23580140+brianhou0208@users...
hieradet_sam2.py
in timm/models
 478 30 2024-08-16 2025-06-21 7 3 rwightman@gmail.com rwightman@users.noreply.git...
layer_scale.py
in timm/layers
 27 4 2024-08-15 2024-08-21 2 2 rwightman@gmail.com rwightman@users.noreply.git...
rdnet.py
in timm/models
 397 27 2024-08-01 2025-06-21 13 4 dong.hyun@navercorp.com rwightman@users.noreply.git...
hybrid_embed.py
in timm/layers
 219 10 2024-07-17 2024-07-26 2 2 rwightman@gmail.com rwightman@users.noreply.git...
attention2d.py
in timm/layers
 256 11 2024-05-23 2025-01-19 11 5 rwightman@gmail.com josua.rieder@protonmail.com
vitamin.py
in timm/models
 498 29 2024-05-05 2025-06-13 18 4 jienengchen01@gmail.com 23580140+brianhou0208@users...
61 2 2024-05-04 2024-05-23 5 2 rwightman@gmail.com rwightman@gmail.com
hiera.py
in timm/models
 702 38 2024-04-20 2025-06-21 21 4 rwightman@gmail.com rwightman@users.noreply.git...
nextvit.py
in timm/models
 617 36 2024-02-11 2025-06-21 17 3 rwightman@users.noreply.git... rwightman@users.noreply.git...
grid.py
in timm/layers
 9 2 2024-01-27 2024-01-27 1 1 rwightman@gmail.com rwightman@gmail.com
reader_hfids.py
in timm/data/readers
 172 9 2024-01-05 2025-01-19 4 3 rwightman@gmail.com josua.rieder@protonmail.com
sgdw.py
in timm/optim
 250 7 2023-12-11 2025-06-13 6 4 rwightman@gmail.com 23580140+brianhou0208@users...
typing.py
in timm/layers
 4 - 2023-10-19 2023-12-27 3 2 avs050602@gmail.com seefun@outlook.com
attention_pool.py
in timm/layers
 90 3 2023-10-17 2025-06-11 14 4 rwightman@gmail.com 23580140+brianhou0208@users...
hgnet.py
in timm/models
 670 41 2023-10-09 2025-06-21 14 6 xi.fang@smartmore.com rwightman@users.noreply.git...
tiny_vit.py
in timm/models
 601 43 2023-08-30 2025-06-21 19 5 xi.fang@smartmore.com rwightman@users.noreply.git...
fastvit.py
in timm/models
 1191 58 2023-08-21 2025-01-19 25 7 rwightman@gmail.com josua.rieder@protonmail.com
inception_next.py
in timm/models
 383 29 2023-08-21 2025-06-13 13 4 rwightman@gmail.com 23580140+brianhou0208@users...
repghost.py
in timm/models
 410 31 2023-08-16 2025-06-21 15 5 chengpeng.chen@shopee.com rwightman@users.noreply.git...
interpolate.py
in timm/layers
 45 2 2023-08-08 2023-08-11 2 2 rwightman@gmail.com rwightman@users.noreply.git...
efficientvit_mit.py
in timm/models
 974 59 2023-08-01 2025-06-21 26 5 xi.fang@smartmore.com rwightman@users.noreply.git...
efficientvit_msra.py
in timm/models
 542 40 2023-08-01 2025-06-21 23 5 xi.fang@smartmore.com rwightman@users.noreply.git...
repvit.py
in timm/models
 431 42 2023-07-19 2025-06-21 21 6 1366463855@qq.com rwightman@users.noreply.git...
nadamw.py
in timm/optim
 282 6 2023-06-14 2025-06-19 6 3 rwightman@gmail.com 23580140+brianhou0208@users...
540 28 2023-05-17 2025-06-21 27 8 xi.fang@smartmore.com rwightman@users.noreply.git...
metaformer.py
in timm/models
 863 57 2023-05-05 2025-06-21 21 5 rwightman@users.noreply.git... rwightman@users.noreply.git...
onnx.py
in timm/utils
 82 2 2023-04-12 2025-05-23 5 2 rwightman@users.noreply.git... rwightman@gmail.com
82 2 2023-04-12 2023-04-19 2 2 rwightman@users.noreply.git... rwightman@gmail.com
Most Recently Changed Files (Top 50)
File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
eva.py
in timm/models
 1286 52 2023-03-28 2025-06-27 46 8 rwightman@gmail.com rwightman@gmail.com
mobilenetv5.py
in timm/models
 647 25 2025-05-05 2025-06-26 2 3 ryanmullins@google.com rwightman@gmail.com
555 25 2022-12-06 2025-06-26 18 5 rwightman@gmail.com rwightman@users.noreply.git...
norm_act.py
in timm/layers
 394 24 2022-12-06 2025-06-26 15 5 rwightman@gmail.com rwightman@gmail.com
norm.py
in timm/layers
 205 25 2022-12-06 2025-06-26 14 4 rwightman@gmail.com rwightman@users.noreply.git...
fast_norm.py
in timm/layers
 173 12 2022-12-06 2025-06-26 12 4 rwightman@gmail.com rwightman@users.noreply.git...
__init__.py
in timm/models
 168 - 2019-06-20 2025-06-26 158 26 rwightman@gmail.com rwightman@users.noreply.git...
create_norm_act.py
in timm/layers
 85 2 2022-12-06 2025-06-26 8 6 rwightman@gmail.com rwightman@users.noreply.git...
version.py
in timm
 1 - 2019-06-20 2025-06-26 154 9 rwightman@gmail.com rwightman@gmail.com
vision_transformer.py
in timm/models
 3361 193 2020-10-13 2025-06-21 203 25 rwightman@users.noreply.git... rwightman@users.noreply.git...
byobnet.py
in timm/models
 2148 115 2021-02-10 2025-06-21 74 8 rwightman@users.noreply.git... rwightman@users.noreply.git...
efficientnet.py
in timm/models
 2024 153 2019-11-29 2025-06-21 128 15 rwightman@users.noreply.git... rwightman@users.noreply.git...
naflexvit.py
in timm/models
 1076 47 2025-06-03 2025-06-21 11 3 rwightman@gmail.com rwightman@users.noreply.git...
mobilenetv3.py
in timm/models
 1026 54 2019-11-29 2025-06-21 112 13 rwightman@users.noreply.git... rwightman@users.noreply.git...
efficientvit_mit.py
in timm/models
 974 59 2023-08-01 2025-06-21 26 5 xi.fang@smartmore.com rwightman@users.noreply.git...
mvitv2.py
in timm/models
 923 39 2022-08-17 2025-06-21 35 6 rwightman@gmail.com rwightman@users.noreply.git...
metaformer.py
in timm/models
 863 57 2023-05-05 2025-06-21 21 5 rwightman@users.noreply.git... rwightman@users.noreply.git...
hrnet.py
in timm/models
 830 42 2019-11-26 2025-06-21 51 9 rwightman@gmail.com rwightman@users.noreply.git...
levit.py
in timm/models
 773 68 2021-05-15 2025-06-21 39 5 rwightman@gmail.com rwightman@users.noreply.git...
xcit.py
in timm/models
 768 57 2021-07-08 2025-06-21 47 9 alexander.soare159@gmail.com rwightman@users.noreply.git...
766 56 2022-02-19 2025-06-21 45 6 34400551+christophreich1996... rwightman@users.noreply.git...
volo.py
in timm/models
 763 48 2022-02-28 2025-06-21 31 6 rwightman@gmail.com rwightman@users.noreply.git...
resnetv2.py
in timm/models
 760 54 2020-12-24 2025-06-21 68 9 rwightman@gmail.com 23580140+brianhou0208@users...
753 46 2022-02-19 2025-06-21 52 11 34400551+christophreich1996... rwightman@users.noreply.git...
swin_transformer.py
in timm/models
 747 43 2021-04-13 2025-06-21 66 12 rwightman@gmail.com rwightman@users.noreply.git...
ghostnet.py
in timm/models
 745 44 2021-04-07 2025-06-21 40 7 kaihana@163.com rwightman@users.noreply.git...
nfnet.py
in timm/models
 710 58 2021-01-28 2025-06-21 49 7 rwightman@gmail.com rwightman@users.noreply.git...
hiera.py
in timm/models
 702 38 2024-04-20 2025-06-21 21 4 rwightman@gmail.com rwightman@users.noreply.git...
hgnet.py
in timm/models
 670 41 2023-10-09 2025-06-21 14 6 xi.fang@smartmore.com rwightman@users.noreply.git...
davit.py
in timm/models
 657 44 2022-12-07 2025-06-21 44 5 fredo.guan@hotmail.com rwightman@users.noreply.git...
nextvit.py
in timm/models
 617 36 2024-02-11 2025-06-21 17 3 rwightman@users.noreply.git... rwightman@users.noreply.git...
tiny_vit.py
in timm/models
 601 43 2023-08-30 2025-06-21 19 5 xi.fang@smartmore.com rwightman@users.noreply.git...
beit.py
in timm/models
 551 31 2021-09-13 2025-06-21 62 8 rwightman@gmail.com rwightman@users.noreply.git...
efficientvit_msra.py
in timm/models
 542 40 2023-08-01 2025-06-21 23 5 xi.fang@smartmore.com rwightman@users.noreply.git...
540 28 2023-05-17 2025-06-21 27 8 xi.fang@smartmore.com rwightman@users.noreply.git...
gcvit.py
in timm/models
 527 38 2022-08-17 2025-06-21 32 4 rwightman@gmail.com rwightman@users.noreply.git...
515 37 2022-05-02 2025-06-21 42 5 rwightman@gmail.com rwightman@users.noreply.git...
mlp_mixer.py
in timm/models
 493 41 2021-05-05 2025-06-21 46 8 rwightman@users.noreply.git... rwightman@users.noreply.git...
crossvit.py
in timm/models
 491 33 2021-09-01 2025-06-21 32 8 chenrich@us.ibm.com rwightman@users.noreply.git...
hieradet_sam2.py
in timm/models
 478 30 2024-08-16 2025-06-21 7 3 rwightman@gmail.com rwightman@users.noreply.git...
swiftformer.py
in timm/models
 472 36 2025-04-28 2025-06-21 12 3 23580140+brianhou0208@users... rwightman@users.noreply.git...
cait.py
in timm/models
 469 33 2021-05-04 2025-06-21 40 6 rwightman@gmail.com rwightman@users.noreply.git...
nasnet.py
in timm/models
 448 28 2019-07-04 2025-06-21 43 8 rwightman@gmail.com rwightman@users.noreply.git...
pvt_v2.py
in timm/models
 445 33 2022-08-17 2025-06-21 33 5 rwightman@gmail.com rwightman@users.noreply.git...
tnt.py
in timm/models
 444 26 2021-03-28 2025-06-21 41 9 contrastive2021@163.com rwightman@users.noreply.git...
repvit.py
in timm/models
 431 42 2023-07-19 2025-06-21 21 6 1366463855@qq.com rwightman@users.noreply.git...
dla.py
in timm/models
 415 33 2019-09-05 2025-06-21 40 8 rwightman@users.noreply.git... rwightman@users.noreply.git...
repghost.py
in timm/models
 410 31 2023-08-16 2025-06-21 15 5 chengpeng.chen@shopee.com rwightman@users.noreply.git...
rdnet.py
in timm/models
 397 27 2024-08-01 2025-06-21 13 4 dong.hyun@navercorp.com rwightman@users.noreply.git...
shvit.py
in timm/models
 395 36 2025-04-28 2025-06-21 11 3 23580140+brianhou0208@users... rwightman@users.noreply.git...