pytorch-image-models

__init__.py

Fixing RmsNorm to fix #2380 and noticed with aimv2 when comparing outputs. Still some work to do, need to look at AMP / fast mode behaviour, dispatch to torch when possible. Add SimpleNorm for 'LayerNorm w/o centering and bias'

2024-12-30 19:24:21 -08:00

activations_me.py

Remove JIT activations, take jit out of ME activations. Remove other instances of torch.jit.script. Breaks torch.compile and is much less performant. Remove SpaceToDepthModule

2024-05-06 16:32:49 -07:00

activations.py

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adaptive_avgmax_pool.py

Stricter check on pool_type for adaptive pooling module. Fix #2159

2024-05-03 16:16:51 -07:00

attention2d.py

Fix MQA V2 scale and out shape

2025-01-01 15:37:28 +01:00

attention_pool2d.py

Fix rotary embed version of attn pool. Bit of cleanup/naming

2024-06-11 23:49:17 -07:00

attention_pool.py

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blur_pool.py

Add anti-aliasing support to mobilenetv3 and efficientnet family models. Update MobileNetV4 model defs, resolutions. Fix #599

2024-05-27 22:06:22 -07:00

bottleneck_attn.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

cbam.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

classifier.py

More Hiera updates. Add forward_intermediates to hieradat/sam2 impl. Make both use same classifier module. Add coarse bool to intermediates.

2024-08-16 11:10:04 -07:00

cond_conv2d.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

config.py

fast_attn -> fused_attn, implement global config for enable/disable fused_attn, add to more models. vit clip openai 336 weights.

2023-04-10 12:04:33 -07:00

conv2d_same.py

Add onnx utils and export code, tweak padding and conv2d_same for better dynamic export with recent PyTorch

2023-04-11 17:03:57 -07:00

conv_bn_act.py

See if we can avoid some model / layer pickle issues with the aa attr in ConvNormAct

2024-12-03 08:02:55 -08:00

create_act.py

Add WIP HieraDet impl (SAM2 backbone support)

2024-08-15 17:58:15 -07:00

create_attn.py

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create_conv2d.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

create_norm_act.py

Consistency handling None / empty string inputs to norm / act create fns

2023-11-03 11:01:41 -07:00

create_norm.py

Add SimpleNorm to create_norm factory

2024-12-30 19:24:21 -08:00

drop.py

Fix meshgrid deprecation warnings and backward compat with explicit 'ndgrid' and 'meshgrid' fn w/o indexing arg

2024-01-27 13:48:33 -08:00

eca.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

evo_norm.py

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fast_norm.py

Use torch F.rms_norm when possible, select fast vs normal paths appropriately and test with torchscript

2024-12-30 19:24:21 -08:00

filter_response_norm.py

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format.py

All swin models support spatial output, add output_fmt to v1/v2 and use ClassifierHead.

2023-03-15 23:21:51 -07:00

gather_excite.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

global_context.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

grid.py

Fix meshgrid deprecation warnings and backward compat with explicit 'ndgrid' and 'meshgrid' fn w/o indexing arg

2024-01-27 13:48:33 -08:00

grn.py

Add ConvNeXt-V2 support (model additions and weights) (#1614 )

2023-01-05 07:53:32 -08:00

halo_attn.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

helpers.py

Fixed Typos

2023-10-21 21:46:31 -07:00

hybrid_embed.py

set_input_size initial impl for vit & swin v1. Move HybridEmbed to own location in timm/layers

2024-07-17 15:25:48 -07:00

inplace_abn.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

interpolate.py

Add more advanced interpolation method from BEiT and support non-square window & image size adaptation for

2023-08-08 16:41:16 -07:00

lambda_layer.py

Fix meshgrid deprecation warnings and backward compat with explicit 'ndgrid' and 'meshgrid' fn w/o indexing arg

2024-01-27 13:48:33 -08:00

layer_scale.py

Fix hiera init with num_classes=0, fix weight tag names for sbb2 hiera/vit weights, add LayerScale/LayerScale2d to layers

2024-08-15 11:14:38 -07:00

linear.py

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median_pool.py

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mixed_conv2d.py

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ml_decoder.py

Remove JIT activations, take jit out of ME activations. Remove other instances of torch.jit.script. Breaks torch.compile and is much less performant. Remove SpaceToDepthModule

2024-05-06 16:32:49 -07:00

mlp.py

Switch aimv2 to used packed SwiGLU

2024-12-30 19:24:21 -08:00

non_local_attn.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

norm_act.py

Add ConvStem and MobileCLIP hybrid model for B variant. Add full norm disable support to ConvNormAct layers

2024-06-06 09:15:27 -07:00

norm.py

Use torch F.rms_norm when possible, select fast vs normal paths appropriately and test with torchscript

2024-12-30 19:24:21 -08:00

padding.py

Padding helpers work if tuples/lists passed

2024-07-19 14:28:03 -07:00

patch_dropout.py

Credit earlier work with the same idea.

2024-05-16 22:50:34 +02:00

patch_embed.py

set_input_size initial impl for vit & swin v1. Move HybridEmbed to own location in timm/layers

2024-07-17 15:25:48 -07:00

pool2d_same.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

pos_embed_rel.py

Fix meshgrid deprecation warnings and backward compat with explicit 'ndgrid' and 'meshgrid' fn w/o indexing arg

2024-01-27 13:48:33 -08:00

pos_embed_sincos.py

Mapping OpenAI CLIP Modified ResNet weights -> ByobNet. Improve AttentionPool2d layers. Fix #1731

2024-06-09 16:54:48 -07:00

pos_embed.py

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selective_kernel.py

Remove separate ConvNormActAa class, merge with ConvNormAct

2024-06-10 12:05:35 -07:00

separable_conv.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

space_to_depth.py

Remove JIT activations, take jit out of ME activations. Remove other instances of torch.jit.script. Breaks torch.compile and is much less performant. Remove SpaceToDepthModule

2024-05-06 16:32:49 -07:00

split_attn.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

split_batchnorm.py

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squeeze_excite.py

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std_conv.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

test_time_pool.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

trace_utils.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

typing.py

include suggestions from review

2023-10-30 13:47:54 -07:00

weight_init.py

Rename global pos embed for Hiera abswin, factor out commonly used vit weight init fns to layers. Add a channels-last ver of normmlp head.

2024-08-15 17:46:36 -07:00