Fix weight download URLs (#7898)

Author: NicolasHug

torchvision/models/efficientnet.py

@@ -463,7 +463,7 @@ class EfficientNet_B0_Weights(WeightsEnum):
 class EfficientNet_B1_Weights(WeightsEnum):
     IMAGENET1K_V1 = Weights(
         # Weights ported from https://github.com/rwightman/pytorch-image-models/
-        url="https://download.pytorch.org/models/efficientnet_b1_rwightman-533bc792.pth",
+        url="https://download.pytorch.org/models/efficientnet_b1_rwightman-bac287d4.pth",
         transforms=partial(
             ImageClassification, crop_size=240, resize_size=256, interpolation=InterpolationMode.BICUBIC
         ),

torchvision/models/quantization/googlenet.py

@@ -108,7 +108,7 @@ def fuse_model(self, is_qat: Optional[bool] = None) -> None:
 
 class GoogLeNet_QuantizedWeights(WeightsEnum):
     IMAGENET1K_FBGEMM_V1 = Weights(
-        url="https://download.pytorch.org/models/quantized/googlenet_fbgemm-c00238cf.pth",
+        url="https://download.pytorch.org/models/quantized/googlenet_fbgemm-c81f6644.pth",
         transforms=partial(ImageClassification, crop_size=224),
         meta={
             "num_params": 6624904,

torchvision/models/quantization/inception.py

@@ -168,7 +168,7 @@ def fuse_model(self, is_qat: Optional[bool] = None) -> None:
 
 class Inception_V3_QuantizedWeights(WeightsEnum):
     IMAGENET1K_FBGEMM_V1 = Weights(
-        url="https://download.pytorch.org/models/quantized/inception_v3_google_fbgemm-71447a44.pth",
+        url="https://download.pytorch.org/models/quantized/inception_v3_google_fbgemm-a2837893.pth",
         transforms=partial(ImageClassification, crop_size=299, resize_size=342),
         meta={
             "num_params": 27161264,

torchvision/models/quantization/shufflenetv2.py

@@ -148,7 +148,7 @@ class ShuffleNet_V2_X0_5_QuantizedWeights(WeightsEnum):
 
 class ShuffleNet_V2_X1_0_QuantizedWeights(WeightsEnum):
     IMAGENET1K_FBGEMM_V1 = Weights(
-        url="https://download.pytorch.org/models/quantized/shufflenetv2_x1_fbgemm-db332c57.pth",
+        url="https://download.pytorch.org/models/quantized/shufflenetv2_x1_fbgemm-1e62bb32.pth",
         transforms=partial(ImageClassification, crop_size=224),
         meta={
             **_COMMON_META,