2 contributors

History: 18 commits

FredZhang7

update comparisons

17b3b4c over 1 year ago

.gitattributes

1.52 kB

initial commit over 1 year ago
README.md

3.08 kB

update comparisons over 1 year ago
efficientnetv2.5_base_in1k.pth
Detected Pickle imports (21)
- "timm.models._efficientnet_blocks.InvertedResidual",
- "collections.OrderedDict",
- "torch.nn.modules.flatten.Flatten",
- "timm.layers.adaptive_avgmax_pool.SelectAdaptivePool2d",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.activation.ReLU",
- "timm.models._efficientnet_blocks.EdgeResidual",
- "torch.nn.modules.activation.SiLU",
- "torch.nn.modules.conv.Conv2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.container.Sequential",
- "timm.layers.norm_act.BatchNormAct2d",
- "torch.nn.modules.linear.Identity",
- "torch._utils._rebuild_parameter",
- "torch.LongStorage",
- "torch.FloatStorage",
- "__builtin__.set",
- "timm.models._efficientnet_blocks.SqueezeExcite",
- "timm.models.efficientnet.EfficientNet",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d"
How to fix it?
67.5 MB
LFS

Upload efficientnetv2.5_base_in1k.pth with huggingface_hub over 1 year ago
efficientnetv2.5_rw_s_16.64M_5.27G_in3.pth
Detected Pickle imports (719)
- "__torch__.torch.nn.modules.activation.___torch_mangle_7344.SiLU",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7100.EdgeResidual",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7427.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7063.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7316.SqueezeExcite",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7218.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7041.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7119.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7534.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7035.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7181.Sigmoid",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7515.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7598.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7237.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7057.Conv2d",
- "__torch__.torch.nn.modules.container.___torch_mangle_7112.Sequential",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7007.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7643.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7179.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7079.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7452.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7488.SqueezeExcite",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7097.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7147.Identity",
- "__torch__.torch.nn.modules.container.___torch_mangle_7399.Sequential",
- "__torch__.timm.layers.norm_act.___torch_mangle_7654.BatchNormAct2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7207.InvertedResidual",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7297.SqueezeExcite",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7365.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7678.SqueezeExcite",
- "__torch__.timm.layers.norm_act.___torch_mangle_7301.BatchNormAct2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7373.SqueezeExcite",
- "__torch__.timm.layers.norm_act.___torch_mangle_7326.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7491.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7436.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7524.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7553.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7025.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7318.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7579.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7458.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7502.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7203.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7541.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7404.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7544.Sigmoid",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7070.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7474.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7144.SqueezeExcite",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7443.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7521.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7529.Identity",
- "collections.OrderedDict",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7666.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7560.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7472.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7493.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7037.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7351.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7049.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7162.Sigmoid",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7551.InvertedResidual",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7281.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7440.SiLU",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7284.InvertedResidual",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7613.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7260.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7349.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7638.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7023.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7045.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7369.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7456.InvertedResidual",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7194.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7482.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7670.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7160.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7636.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7325.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7099.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7363.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7126.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7334.Sigmoid",
- "__torch__.timm.layers.norm_act.___torch_mangle_7549.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7174.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7031.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7193.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7403.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7391.Sigmoid",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7323.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7241.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7002.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7105.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7185.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7384.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7673.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7009.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7280.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7357.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7359.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7665.InvertedResidual",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7535.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7077.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7265.InvertedResidual",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7398.InvertedResidual",
- "__torch__.timm.layers.norm_act.___torch_mangle_7498.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7620.Sigmoid",
- "__torch__.torch.nn.modules.container.___torch_mangle_7011.Sequential",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7630.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7530.BatchNormAct2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7182.SqueezeExcite",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7206.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7660.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7246.InvertedResidual",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7360.InvertedResidual",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7402.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7095.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7073.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7161.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7333.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7557.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_6999.EdgeResidual",
- "__torch__.timm.layers.norm_act.___torch_mangle_6997.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7592.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7647.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7176.SiLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7501.SiLU",
- "torch.FloatStorage",
- "__torch__.timm.layers.norm_act.___torch_mangle_7690.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7177.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7242.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7211.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7258.Sigmoid",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7343.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7075.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7644.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7311.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7337.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7015.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7378.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7397.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7445.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7413.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7262.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7342.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7187.Identity",
- "torch._utils._rebuild_tensor_v2",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7645.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7463.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7020.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7102.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7109.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7042.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7405.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7466.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7538.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7621.SqueezeExcite",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7475.InvertedResidual",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7163.SqueezeExcite",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7248.Identity",
- "__torch__.torch.nn.modules.container.___torch_mangle_7227.Sequential",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7191.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7550.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7199.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7076.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7480.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7662.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7555.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7385.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7249.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7116.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7435.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7168.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7566.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7153.SiLU",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7226.InvertedResidual",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7264.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7595.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7439.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7071.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7446.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7684.InvertedResidual",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7275.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7121.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7319.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7591.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7287.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7292.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7554.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_6992.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7478.SiLU",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7507.SqueezeExcite",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7614.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7481.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7061.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7293.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7609.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7533.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7215.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7441.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7518.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7133.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7577.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7477.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7508.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7429.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7517.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7038.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7499.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7250.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7447.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7304.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7240.SqueezeExcite",
- "__torch__.timm.layers.norm_act.___torch_mangle_7158.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7251.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7371.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7380.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7642.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7197.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7476.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7000.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7694.Linear",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7308.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7512.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7274.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7034.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7136.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7616.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7689.ReLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7128.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7596.SiLU",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7583.SqueezeExcite",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7430.Sigmoid",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7406.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7008.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_6989.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7497.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7505.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7036.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7094.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7338.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7597.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7448.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7192.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7347.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7574.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7330.BatchNormAct2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7067.EdgeResidual",
- "__torch__.timm.layers.norm_act.___torch_mangle_7269.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7683.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7005.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7465.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7471.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7426.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7657.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7632.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7494.InvertedResidual",
- "__torch__.timm.layers.norm_act.___torch_mangle_7282.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7171.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7469.SqueezeExcite",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7081.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7682.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7525.Sigmoid",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7214.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7228.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7244.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7093.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7296.Sigmoid",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7066.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7040.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7106.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7589.InvertedResidual",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7286.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7285.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7388.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7155.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7291.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7356.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7279.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7575.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7088.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7327.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7118.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7547.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7141.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7232.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7528.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7164.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7572.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7026.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7320.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7576.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7411.Sigmoid",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7039.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7180.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7115.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7509.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7652.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7640.SqueezeExcite",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7627.InvertedResidual",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7374.Conv2d",
- "__torch__.torch.nn.modules.container.___torch_mangle_7056.Sequential",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7418.InvertedResidual",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7022.EdgeResidual",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7542.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7540.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7672.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7352.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7217.SiLU",
- "__torch__.torch.nn.modules.container.___torch_mangle_7686.Sequential",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7386.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7029.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7216.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7267.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7289.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7622.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7189.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7329.SiLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7059.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7419.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7677.Sigmoid",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7209.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7085.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7495.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7213.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7140.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7580.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7401.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7018.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7608.InvertedResidual",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7083.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7027.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7424.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7504.SiLU",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7150.InvertedResidual",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7300.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7266.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7586.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7239.Sigmoid",
- "__torch__.timm.layers.norm_act.___torch_mangle_7387.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7132.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7628.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7010.EdgeResidual",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7564.SqueezeExcite",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7370.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7247.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7489.Conv2d",
- "torch.LongStorage",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7421.SiLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7348.SiLU",
- "__torch__.timm.layers.adaptive_avgmax_pool.___torch_mangle_7693.SelectAdaptivePool2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7593.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7605.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7268.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7295.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7615.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_6985.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7468.Sigmoid",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7204.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7290.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7428.SiLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7219.Sigmoid",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7485.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7394.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7619.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7255.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7324.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7089.EdgeResidual",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7423.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7019.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7145.Conv2d",
- "__torch__.torch.nn.modules.pooling.___torch_mangle_7691.AdaptiveAvgPool2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7409.SiLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7487.Sigmoid",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7362.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7138.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7514.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7416.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7117.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7235.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7569.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7261.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7611.SiLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7459.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7104.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7400.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7548.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7680.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7382.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7667.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7224.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7585.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7366.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7599.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7288.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7090.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_6987.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7510.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7017.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7355.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7460.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7604.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7156.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7681.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7393.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7087.BatchNormAct2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7111.EdgeResidual",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7655.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7051.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7113.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7392.SqueezeExcite",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7520.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7470.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7539.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7222.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7122.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_6998.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7120.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7562.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7200.Sigmoid",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7331.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7328.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7345.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7454.BatchNormAct2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7055.EdgeResidual",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7084.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7183.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7648.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7256.SiLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7444.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7098.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7455.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7210.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7212.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7149.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7205.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7464.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7277.Sigmoid",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7376.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7676.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7243.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7588.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_6995.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7631.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7641.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7154.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7190.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7028.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7449.Sigmoid",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7064.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7486.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7675.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7381.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7545.SqueezeExcite",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7584.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7379.InvertedResidual",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7649.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_6994.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7451.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7044.EdgeResidual",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7130.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7601.Sigmoid",
- "__torch__.timm.layers.norm_act.___torch_mangle_7048.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7453.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7637.SiLU",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7412.SqueezeExcite",
- "__torch__.timm.layers.norm_act.___torch_mangle_7578.BatchNormAct2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7169.InvertedResidual",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7080.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7339.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7664.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7103.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7021.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7417.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7167.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7092.SiLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7195.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7361.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7252.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7175.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7245.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7431.SqueezeExcite",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7184.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7166.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7479.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7127.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7603.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7221.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7543.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7148.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7050.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7170.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7234.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7590.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7663.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7310.SiLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7367.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7434.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7602.SqueezeExcite",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7634.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7503.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7157.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7612.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7519.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7651.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7624.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7650.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7014.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7307.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7202.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7257.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7006.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7415.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7125.SqueezeExcite",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7506.Sigmoid",
- "__torch__.timm.layers.norm_act.___torch_mangle_7536.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7313.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7567.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7408.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_6996.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7573.SiLU",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7354.SqueezeExcite",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7546.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7024.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7068.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7298.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7390.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7101.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7253.SiLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7272.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7600.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7656.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7142.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7238.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7668.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7173.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7305.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7377.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7383.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7414.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7473.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7581.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7004.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7223.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7674.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7134.SiLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7658.Sigmoid",
- "__torch__.timm.layers.norm_act.___torch_mangle_7669.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7317.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7623.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_6988.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7607.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7299.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7364.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7123.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7135.BatchNormAct2d",
- "__torch__.torch.nn.modules.container.___torch_mangle_7685.Sequential",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7172.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7556.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7315.Sigmoid",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7490.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7033.EdgeResidual",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7030.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7396.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7306.SiLU",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7303.InvertedResidual",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7594.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7432.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_6993.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7012.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7309.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7492.BatchNormAct2d",
- "__torch__.timm.models.efficientnet.___torch_mangle_7695.EfficientNet",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7437.InvertedResidual",
- "__torch__.timm.layers.norm_act.___torch_mangle_7483.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7001.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7496.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7618.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7273.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7353.Sigmoid",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7687.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7072.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7043.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7082.BatchNormAct2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7526.SqueezeExcite",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7188.InvertedResidual",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7052.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7139.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7263.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7561.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7484.Conv2d",
- "__torch__.torch.nn.modules.flatten.___torch_mangle_7692.Flatten",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7062.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7131.InvertedResidual",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7461.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7531.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7294.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7511.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7143.Sigmoid",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7302.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7047.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7606.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7137.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7688.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7201.SqueezeExcite",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7312.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7046.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7425.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7186.BatchNormAct2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7646.InvertedResidual",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7335.SqueezeExcite",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7074.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7671.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7322.InvertedResidual",
- "__torch__.timm.layers.norm_act.___torch_mangle_7053.BatchNormAct2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7259.SqueezeExcite",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7442.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7500.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7516.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_6986.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7146.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7220.SqueezeExcite",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7336.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7198.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7236.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7375.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7433.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7457.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7570.InvertedResidual",
- "__torch__.timm.layers.norm_act.___torch_mangle_7559.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7617.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7635.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7060.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7565.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7086.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7278.SqueezeExcite",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7639.Sigmoid",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7229.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7395.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7032.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7410.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7462.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7231.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7321.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7571.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7340.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7563.Sigmoid",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7276.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7091.Identity",
- "__torch__.timm.layers.norm_act.___torch_mangle_7129.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7568.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7610.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7522.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7108.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7513.InvertedResidual",
- "__torch__.timm.layers.norm_act.___torch_mangle_7625.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7003.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7314.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7159.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7332.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7420.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7679.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7587.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7152.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7661.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7350.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7626.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7230.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7422.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7054.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_6991.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7110.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7537.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7270.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7013.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7450.SqueezeExcite",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7629.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7467.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7407.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7633.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7558.SiLU",
- "__torch__.timm.layers.norm_act.___torch_mangle_7254.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7438.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7358.BatchNormAct2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7552.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7653.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7225.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7341.InvertedResidual",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7124.Sigmoid",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7151.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7271.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7523.SiLU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7283.Identity",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7346.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7389.SiLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7527.Conv2d",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7659.SqueezeExcite",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7178.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7016.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7078.EdgeResidual",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7107.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7233.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7582.Sigmoid",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7165.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7096.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7069.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7058.Identity",
- "__torch__.timm.models._efficientnet_blocks.___torch_mangle_7532.InvertedResidual",
- "__torch__.torch.nn.modules.conv.___torch_mangle_7208.Conv2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7368.BatchNormAct2d",
- "__torch__.timm.layers.norm_act.___torch_mangle_7065.BatchNormAct2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7372.Sigmoid",
- "__torch__.timm.layers.norm_act.___torch_mangle_7196.BatchNormAct2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_6990.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7114.Identity",
- "collections.OrderedDict",
- "torch.jit._pickle.restore_type_tag",
- "torch.FloatStorage",
- "torch._utils._rebuild_tensor_v2"
How to fix it?
68.6 MB
LFS

Upload efficientnetv2.5_rw_s_16.64M_5.27G_in3.pth over 1 year ago

Detected Pickle imports (21)

Detected Pickle imports (719)