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updated colab - mnist

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Sugarme 2020-07-24 13:36:26 +10:00
parent 5169fe8085
commit 1348830a4a
1 changed files with 42 additions and 2 deletions
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44
example/mnist/gotch_mnist.ipynb
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@ -1859,7 +1859,7 @@
"%cd /content/gotch/example/mnist\n",
"!go run . -model=cnn"
],
"execution_count": null,
"execution_count": 6,
"outputs": [
{
"output_type": "stream",
@ -1926,7 +1926,47 @@
"Epoch: 58\t Loss: 0.01 \t Test accuracy: 99.21%\n",
"Epoch: 59\t Loss: 0.01 \t Test accuracy: 99.12%\n",
"Epoch: 60\t Loss: 0.00 \t Test accuracy: 99.12%\n",
"Epoch: 61\t Loss: 0.00 \t Test accuracy: 99.05%\n"
"Epoch: 61\t Loss: 0.00 \t Test accuracy: 99.05%\n",
"Epoch: 62\t Loss: 0.00 \t Test accuracy: 99.14%\n",
"Epoch: 63\t Loss: 0.00 \t Test accuracy: 99.19%\n",
"Epoch: 64\t Loss: 0.01 \t Test accuracy: 99.21%\n",
"Epoch: 65\t Loss: 0.00 \t Test accuracy: 99.18%\n",
"Epoch: 66\t Loss: 0.02 \t Test accuracy: 99.16%\n",
"Epoch: 67\t Loss: 0.00 \t Test accuracy: 99.19%\n",
"Epoch: 68\t Loss: 0.00 \t Test accuracy: 99.13%\n",
"Epoch: 69\t Loss: 0.00 \t Test accuracy: 99.12%\n",
"Epoch: 70\t Loss: 0.00 \t Test accuracy: 99.27%\n",
"Epoch: 71\t Loss: 0.00 \t Test accuracy: 99.22%\n",
"Epoch: 72\t Loss: 0.00 \t Test accuracy: 99.19%\n",
"Epoch: 73\t Loss: 0.00 \t Test accuracy: 99.14%\n",
"Epoch: 74\t Loss: 0.00 \t Test accuracy: 99.18%\n",
"Epoch: 75\t Loss: 0.00 \t Test accuracy: 99.16%\n",
"Epoch: 76\t Loss: 0.00 \t Test accuracy: 99.18%\n",
"Epoch: 77\t Loss: 0.00 \t Test accuracy: 99.14%\n",
"Epoch: 78\t Loss: 0.00 \t Test accuracy: 99.15%\n",
"Epoch: 79\t Loss: 0.00 \t Test accuracy: 99.09%\n",
"Epoch: 80\t Loss: 0.00 \t Test accuracy: 99.16%\n",
"Epoch: 81\t Loss: 0.00 \t Test accuracy: 99.14%\n",
"Epoch: 82\t Loss: 0.00 \t Test accuracy: 99.09%\n",
"Epoch: 83\t Loss: 0.00 \t Test accuracy: 99.19%\n",
"Epoch: 84\t Loss: 0.00 \t Test accuracy: 99.19%\n",
"Epoch: 85\t Loss: 0.00 \t Test accuracy: 99.13%\n",
"Epoch: 86\t Loss: 0.00 \t Test accuracy: 99.14%\n",
"Epoch: 87\t Loss: 0.00 \t Test accuracy: 99.15%\n",
"Epoch: 88\t Loss: 0.00 \t Test accuracy: 99.08%\n",
"Epoch: 89\t Loss: 0.00 \t Test accuracy: 99.14%\n",
"Epoch: 90\t Loss: 0.00 \t Test accuracy: 99.15%\n",
"Epoch: 91\t Loss: 0.00 \t Test accuracy: 99.14%\n",
"Epoch: 92\t Loss: 0.00 \t Test accuracy: 99.12%\n",
"Epoch: 93\t Loss: 0.00 \t Test accuracy: 99.23%\n",
"Epoch: 94\t Loss: 0.00 \t Test accuracy: 99.20%\n",
"Epoch: 95\t Loss: 0.00 \t Test accuracy: 99.14%\n",
"Epoch: 96\t Loss: 0.00 \t Test accuracy: 99.19%\n",
"Epoch: 97\t Loss: 0.00 \t Test accuracy: 99.26%\n",
"Epoch: 98\t Loss: 0.00 \t Test accuracy: 99.15%\n",
"Epoch: 99\t Loss: 0.00 \t Test accuracy: 99.24%\n",
"Best test accuracy: 99.27%\n",
"Taken time:\t5.06 mins\n"
],
"name": "stdout"
}