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Layer (type) Output Shape Param # | |
================================================================ | |
Conv2d-1 [-1, 64, 32, 32] 9,408 | |
BatchNorm2d-2 [-1, 64, 32, 32] 128 | |
ReLU-3 [-1, 64, 32, 32] 0 | |
MaxPool2d-4 [-1, 64, 16, 16] 0 | |
. | |
. | |
Linear-68 [-1, 1000] 513,000 | |
ResNet-69 [-1, 1000] 0 | |
Conv2d-70 [-1, 64, 32, 32] 9,408 | |
BatchNorm2d-71 [-1, 64, 32, 32] 128 | |
ReLU-72 [-1, 64, 32, 32] 0 | |
MaxPool2d-73 [-1, 64, 16, 16] 0 | |
. | |
. | |
AdaptiveAvgPool2d-136 [-1, 512, 1, 1] 0 | |
Linear-137 [-1, 1000] 513,000 | |
ResNet-138 [-1, 1000] 0 | |
Conv2d-139 [-1, 64, 32, 32] 9,408 | |
BatchNorm2d-140 [-1, 64, 32, 32] 128 | |
ReLU-141 [-1, 64, 32, 32] 0 | |
MaxPool2d-142 [-1, 64, 16, 16] 0 | |
. | |
. | |
AdaptiveAvgPool2d-205 [-1, 512, 1, 1] 0 | |
Linear-206 [-1, 1000] 513,000 | |
ResNet-207 [-1, 1000] 0 | |
================================================================ | |
Total params: 35,068,536 | |
Trainable params: 35,068,536 | |
Non-trainable params: 0 | |
---------------------------------------------------------------- | |
Input size (MB): 13011038208.00 | |
Forward/backward pass size (MB): 188.40 | |
Params size (MB): 133.78 | |
Estimated Total Size (MB): 13011038530.18 | |
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