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arch.json
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arch.json
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{
"layer1": {
"conv": {
"dilation_rate": [
3,
3,
0
],
"kernel_size": [
3,
3,
0
],
"nkernels_per_image": 100000,
"nkernels_per_marker": 5,
"noutput_channels": 12
},
"pooling": {
"size": [
3,
3,
0
],
"stride": 1,
"type": "max_pool"
},
"relu": true
},
"layer2": {
"conv": {
"dilation_rate": [
5,
5,
0
],
"kernel_size": [
3,
3,
0
],
"nkernels_per_image": 100000,
"nkernels_per_marker": 5,
"noutput_channels": 10
},
"pooling": {
"size": [
3,
3,
0
],
"stride": 1,
"type": "avg_pool"
},
"relu": true
},
"layer3": {
"conv": {
"dilation_rate": [
7,
7,
0
],
"kernel_size": [
3,
3,
0
],
"nkernels_per_image": 100000,
"nkernels_per_marker": 5,
"noutput_channels": 8
},
"pooling": {
"size": [
5,
5,
0
],
"stride": 1,
"type": "max_pool"
},
"relu": true
},
"layer4": {
"conv": {
"dilation_rate": [
7,
7,
0
],
"kernel_size": [
3,
3,
0
],
"nkernels_per_image": 100000,
"nkernels_per_marker": 5,
"noutput_channels": 8
},
"pooling": {
"size": [
5,
5,
0
],
"stride": 1,
"type": "max_pool"
},
"relu": true
},
"nlayers": 4,
"stdev_factor": 0.01
}