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

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attention2d.py

Add xavier_uniform init of MNVC hybrid attention modules. Small improvement in training stability.

2024-07-26 17:03:40 -07:00

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

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

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

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

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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

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conv2d_same.py

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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

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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

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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

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

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

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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

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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

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inplace_abn.py

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interpolate.py

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lambda_layer.py

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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

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

ml_decoder.py

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mlp.py

Switch aimv2 to used packed SwiGLU

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

non_local_attn.py

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norm_act.py

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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

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patch_dropout.py

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patch_embed.py

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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

Adding pos embed resize fns to FX autowrap exceptions

2024-06-10 12:06:47 -07:00

selective_kernel.py

Remove separate ConvNormActAa class, merge with ConvNormAct

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

separable_conv.py

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space_to_depth.py

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split_attn.py

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split_batchnorm.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

squeeze_excite.py

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std_conv.py

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test_time_pool.py

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trace_utils.py

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typing.py

include suggestions from review

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

weight_init.py

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