|
148 | 148 | }, |
149 | 149 | "outputs": [ |
150 | 150 | { |
151 | | - "name": "stderr", |
| 151 | + "name": "stdout", |
152 | 152 | "output_type": "stream", |
153 | 153 | "text": [ |
154 | | - "W0422 17:11:10.184468 3841 gpu_context.cc:244] Please NOTE: device: 0, GPU Compute Capability: 7.0, Driver API Version: 11.0, Runtime API Version: 10.1\n", |
155 | | - "W0422 17:11:10.189138 3841 gpu_context.cc:272] device: 0, cuDNN Version: 7.6.\n" |
| 154 | + "The loss value printed in the log is the current step, and the metric is the average value of previous steps.\n", |
| 155 | + "Epoch 1/3\n" |
156 | 156 | ] |
157 | 157 | }, |
158 | 158 | { |
159 | 159 | "name": "stdout", |
160 | 160 | "output_type": "stream", |
161 | 161 | "text": [ |
162 | | - "The loss value printed in the log is the current step, and the metric is the average value of previous steps.\n", |
163 | | - "Epoch 1/3\n" |
164 | | - "step 938/938 [==============================] - loss: 0.0882 - acc: 0.9377 - 30ms/step \n", |
| 162 | + "step 938/938 [==============================] - loss: 0.0100 - acc: 0.9474 - 30ms/step \n", |
165 | 163 | "save checkpoint at /home/aistudio/mnist_checkpoint/0\n", |
166 | 164 | "Eval begin...\n", |
167 | | - "step 157/157 [==============================] - loss: 0.0015 - acc: 0.9771 - 30ms/step \n", |
| 165 | + "step 157/157 [==============================] - loss: 0.0044 - acc: 0.9801 - 28ms/step \n", |
168 | 166 | "Eval samples: 10000\n", |
169 | 167 | "Epoch 2/3\n", |
170 | | - "step 938/938 [==============================] - loss: 0.0078 - acc: 0.9801 - 29ms/step \n", |
| 168 | + "step 938/938 [==============================] - loss: 0.0345 - acc: 0.9813 - 30ms/step \n", |
171 | 169 | "save checkpoint at /home/aistudio/mnist_checkpoint/1\n", |
172 | 170 | "Eval begin...\n", |
173 | | - "step 157/157 [==============================] - loss: 2.8927e-04 - acc: 0.9814 - 28ms/step \n", |
| 171 | + "step 157/157 [==============================] - loss: 0.0013 - acc: 0.9844 - 27ms/step \n", |
174 | 172 | "Eval samples: 10000\n", |
175 | 173 | "Epoch 3/3\n", |
176 | | - "step 938/938 [==============================] - loss: 0.0321 - acc: 0.9865 - 30ms/step \n", |
| 174 | + "step 938/938 [==============================] - loss: 0.0028 - acc: 0.9869 - 29ms/step \n", |
177 | 175 | "save checkpoint at /home/aistudio/mnist_checkpoint/2\n", |
178 | 176 | "Eval begin...\n", |
179 | | - "step 157/157 [==============================] - loss: 3.5028e-04 - acc: 0.9829 - 31ms/step \n", |
| 177 | + "step 157/157 [==============================] - loss: 0.0013 - acc: 0.9872 - 28ms/step \n", |
180 | 178 | "Eval samples: 10000\n", |
181 | 179 | "save checkpoint at /home/aistudio/mnist_checkpoint/final\n" |
182 | 180 | ] |
|
253 | 251 | "text": [ |
254 | 252 | "The loss value printed in the log is the current step, and the metric is the average value of previous steps.\n", |
255 | 253 | "Epoch 1/2\n", |
256 | | - "step 938/938 [==============================] - loss: 0.0107 - acc: 0.9886 - 30ms/step \n", |
| 254 | + "step 938/938 [==============================] - loss: 0.0036 - acc: 0.9895 - 29ms/step \n", |
257 | 255 | "save checkpoint at /home/aistudio/mnist_checkpoint/0\n", |
258 | 256 | "Eval begin...\n", |
259 | | - "step 157/157 [==============================] - loss: 3.7397e-05 - acc: 0.9864 - 29ms/step \n", |
| 257 | + "step 157/157 [==============================] - loss: 0.0025 - acc: 0.9874 - 28ms/step \n", |
260 | 258 | "Eval samples: 10000\n", |
261 | 259 | "Epoch 2/2\n", |
262 | | - "step 938/938 [==============================] - loss: 5.9229e-04 - acc: 0.9918 - 30ms/step \n", |
| 260 | + "step 938/938 [==============================] - loss: 8.8357e-04 - acc: 0.9925 - 29ms/step \n", |
263 | 261 | "save checkpoint at /home/aistudio/mnist_checkpoint/1\n", |
264 | 262 | "Eval begin...\n", |
265 | | - "step 157/157 [==============================] - loss: 5.6621e-05 - acc: 0.9832 - 30ms/step \n", |
| 263 | + "step 157/157 [==============================] - loss: 4.4413e-04 - acc: 0.9884 - 28ms/step \n", |
266 | 264 | "Eval samples: 10000\n", |
267 | 265 | "save checkpoint at /home/aistudio/mnist_checkpoint/final\n" |
268 | 266 | ] |
|
364 | 362 | "text": [ |
365 | 363 | "The loss value printed in the log is the current step, and the metric is the average value of previous steps.\n", |
366 | 364 | "Epoch 1/2\n", |
367 | | - "step 938/938 [==============================] - loss: 8.9464e-04 - acc: 0.9920 - 30ms/step \n", |
| 365 | + "step 938/938 [==============================] - loss: 0.0018 - acc: 0.9926 - 29ms/step \n", |
368 | 366 | "Eval begin...\n", |
369 | | - "step 157/157 [==============================] - loss: 2.2678e-05 - acc: 0.9851 - 28ms/step \n", |
| 367 | + "step 157/157 [==============================] - loss: 1.3860e-04 - acc: 0.9863 - 28ms/step \n", |
370 | 368 | "Eval samples: 10000\n", |
371 | 369 | "Epoch 2/2\n", |
372 | | - "step 938/938 [==============================] - loss: 2.6110e-04 - acc: 0.9944 - 30ms/step \n", |
| 370 | + "step 938/938 [==============================] - loss: 1.5363e-04 - acc: 0.9949 - 30ms/step \n", |
373 | 371 | "Eval begin...\n", |
374 | | - "step 157/157 [==============================] - loss: 6.7650e-06 - acc: 0.9866 - 32ms/step \n", |
| 372 | + "step 157/157 [==============================] - loss: 1.5809e-04 - acc: 0.9880 - 29ms/step \n", |
375 | 373 | "Eval samples: 10000\n" |
376 | 374 | ] |
377 | 375 | } |
|
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