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| Original file line number | Diff line number | Diff line change | |
|---|---|---|---|
@@ -387,27 +387,27 @@ The HDF5 output layer performs the opposite function of the other layers in this | |||
| 387 | 387 | - `n * c_o * 1 * 1` | |
| 388 | 388 | * Sample | |
| 389 | 389 | ||
| 390 | - layers { | ||
| 391 | - name: "fc8" | ||
| 392 | - type: INNER_PRODUCT | ||
| 393 | - blobs_lr: 1 # learning rate multiplier for the filters | ||
| 394 | - blobs_lr: 2 # learning rate multiplier for the biases | ||
| 395 | - weight_decay: 1 # weight decay multiplier for the filters | ||
| 396 | - weight_decay: 0 # weight decay multiplier for the biases | ||
| 397 | - inner_product_param { | ||
| 398 | - num_output: 1000 | ||
| 399 | - weight_filler { | ||
| 400 | - type: "gaussian" | ||
| 401 | - std: 0.01 | ||
| 402 | - } | ||
| 403 | - bias_filler { | ||
| 404 | - type: "constant" | ||
| 405 | - value: 0 | ||
| 390 | + layers { | ||
| 391 | + name: "fc8" | ||
| 392 | + type: INNER_PRODUCT | ||
| 393 | + blobs_lr: 1 # learning rate multiplier for the filters | ||
| 394 | + blobs_lr: 2 # learning rate multiplier for the biases | ||
| 395 | + weight_decay: 1 # weight decay multiplier for the filters | ||
| 396 | + weight_decay: 0 # weight decay multiplier for the biases | ||
| 397 | + inner_product_param { | ||
| 398 | + num_output: 1000 | ||
| 399 | + weight_filler { | ||
| 400 | + type: "gaussian" | ||
| 401 | + std: 0.01 | ||
| 402 | + } | ||
| 403 | + bias_filler { | ||
| 404 | + type: "constant" | ||
| 405 | + value: 0 | ||
| 406 | + } | ||
| 406 | 407 | } | |
| 408 | + bottom: "fc7" | ||
| 409 | + top: "fc8" | ||
| 407 | 410 | } | |
| 408 | - bottom: "fc7" | ||
| 409 | - top: "fc8" | ||
| 410 | - } | ||
| 411 | 411 | ||
| 412 | 412 | The `INNER_PRODUCT` layer (also usually referred to as the fully connected layer) treats the input as a simple vector and produces an output in the form of a single vector (with the blob's height and width set to 1). | |
| 413 | 413 | ||
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