/kaggle/working/wandb/run-20240621_061331-i6skebv1"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"| Epoch | \nTraining Loss | \nValidation Loss | \nAccuracy | \n
|---|---|---|---|
| 1 | \n0.242800 | \n0.176761 | \n0.930194 | \n
| 2 | \n0.187700 | \n0.114141 | \n0.955078 | \n
| 3 | \n0.157400 | \n0.135862 | \n0.946107 | \n
| 4 | \n0.141200 | \n0.124490 | \n0.952197 | \n
| 5 | \n0.128900 | \n0.077389 | \n0.970467 | \n
| 6 | \n0.111600 | \n0.088862 | \n0.966341 | \n
| 7 | \n0.109100 | \n0.079973 | \n0.971711 | \n
| 8 | \n0.109600 | \n0.066533 | \n0.975706 | \n
| 9 | \n0.099600 | \n0.070761 | \n0.974658 | \n
| 10 | \n0.099200 | \n0.067471 | \n0.976491 | \n
"},"metadata":{}},{"name":"stderr","text":"/opt/conda/lib/python3.10/site-packages/PIL/Image.py:992: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images\n warnings.warn(\n/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n warnings.warn('Was asked to gather along dimension 0, but all '\n/opt/conda/lib/python3.10/site-packages/PIL/Image.py:992: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images\n warnings.warn(\n/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n warnings.warn('Was asked to gather along dimension 0, but all '\n/opt/conda/lib/python3.10/site-packages/PIL/Image.py:992: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images\n warnings.warn(\n/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n warnings.warn('Was asked to gather along dimension 0, but all '\n/opt/conda/lib/python3.10/site-packages/PIL/Image.py:992: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images\n warnings.warn(\n/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n warnings.warn('Was asked to gather along dimension 0, but all '\n/opt/conda/lib/python3.10/site-packages/PIL/Image.py:992: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images\n warnings.warn(\n/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n warnings.warn('Was asked to gather along dimension 0, but all '\n/opt/conda/lib/python3.10/site-packages/PIL/Image.py:992: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images\n warnings.warn(\n/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n warnings.warn('Was asked to gather along dimension 0, but all '\n/opt/conda/lib/python3.10/site-packages/PIL/Image.py:992: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images\n warnings.warn(\n/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n warnings.warn('Was asked to gather along dimension 0, but all '\n/opt/conda/lib/python3.10/site-packages/PIL/Image.py:992: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images\n warnings.warn(\n/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n warnings.warn('Was asked to gather along dimension 0, but all '\n/opt/conda/lib/python3.10/site-packages/PIL/Image.py:992: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images\n warnings.warn(\n/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n warnings.warn('Was asked to gather along dimension 0, but all '\n/opt/conda/lib/python3.10/site-packages/PIL/Image.py:992: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images\n warnings.warn(\n","output_type":"stream"},{"name":"stdout","text":"***** train metrics *****\n epoch = 10.0\n total_flos = 31815676672GF\n train_loss = 0.1579\n train_runtime = 3:46:14.34\n train_samples_per_second = 101.249\n train_steps_per_second = 0.396\n","output_type":"stream"}]},{"cell_type":"code","source":"metrics = trainer.evaluate()\n# some nice to haves:\ntrainer.log_metrics(\"eval\", metrics)\ntrainer.save_metrics(\"eval\", metrics)","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":201},"id":"RsPyVgjAAkix","outputId":"c87f4a67-107b-4a26-c008-3045d7fb8902","execution":{"iopub.status.busy":"2024-06-21T10:11:15.835726Z","iopub.execute_input":"2024-06-21T10:11:15.836101Z","iopub.status.idle":"2024-06-21T10:12:33.377038Z","shell.execute_reply.started":"2024-06-21T10:11:15.836071Z","shell.execute_reply":"2024-06-21T10:12:33.376179Z"},"trusted":true},"execution_count":79,"outputs":[{"name":"stderr","text":"/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n warnings.warn('Was asked to gather along dimension 0, but all '\n","output_type":"stream"},{"output_type":"display_data","data":{"text/plain":"