From ae6ab9b9b5aee2d69dbd0d84ab48a43c74aaf82d Mon Sep 17 00:00:00 2001 From: Jens Ahrensfeld Date: Mon, 5 Jan 2026 19:41:43 +0100 Subject: [PATCH] updated cifar_test --- cifar_test.ipynb | 108 +++++++++++++++++++++++++++++++++++++++++++---- 1 file changed, 99 insertions(+), 9 deletions(-) diff --git a/cifar_test.ipynb b/cifar_test.ipynb index 3ce92b0..4c6e1b6 100644 --- a/cifar_test.ipynb +++ b/cifar_test.ipynb @@ -280,7 +280,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "6b3be9f6-38e1-442d-a7bd-1f3c164ec8d4", "metadata": { "editable": true, @@ -297,7 +297,41 @@ "results/cifar_test-0-state.npz loaded successfully!\n", "-------------------------------------------\n", "progress : 0%\n", - "err_rms : 0.0004614503262451372\n" + "err_rms : 0.00039061838837145204\n", + "-------------------------------------------\n", + "progress : 10%\n", + "err_rms : 0.00037131690770384845\n", + "-------------------------------------------\n", + "progress : 20%\n", + "err_rms : 0.00036395516084105375\n", + "-------------------------------------------\n", + "progress : 30%\n", + "err_rms : 0.00033038886044653936\n", + "-------------------------------------------\n", + "progress : 40%\n", + "err_rms : 0.00031309300752963807\n", + "-------------------------------------------\n", + "progress : 50%\n", + "err_rms : 0.0003218129823166871\n", + "-------------------------------------------\n", + "progress : 60%\n", + "err_rms : 0.00032128073747992106\n", + "-------------------------------------------\n", + "progress : 70%\n", + "err_rms : 0.00033087258918710005\n", + "-------------------------------------------\n", + "progress : 80%\n", + "err_rms : 0.00033042256078105373\n", + "-------------------------------------------\n", + "progress : 90%\n", + "err_rms : 0.0003412663178393814\n", + "-------------------------------------------\n", + "progress : 100%\n", + "err_rms : 0.0003536440911971254\n", + "-------------------------------------------\n", + "progress : 100%\n", + "err_rms_total : 0.0003500126631902263\n", + "results/cifar_test-0-state.npz saved successfully!\n" ] } ], @@ -323,10 +357,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "d036b106-77a3-4993-bc2a-5fb164b8ec46", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot reconstructions\n", "n_side = int(math.sqrt(len(train_images)))\n", @@ -349,10 +394,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "9adce292-cae6-455c-9409-c57ae71a36d5", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(3, 32, 32, 32)\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot weights\n", "weights = model.unit1.state.w_hv\n", @@ -378,7 +441,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "00f7f113-9efa-4c7b-8cb4-eeefb5cb797f", "metadata": { "editable": true, @@ -394,7 +457,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "da54ec00-8db1-4dd9-ac4f-755f2886d72b", "metadata": { "editable": true, @@ -403,7 +466,34 @@ }, "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "results/cifar_test-0-state.npz loaded successfully!\n", + "Training epoch 1000...\n", + "0.0003709077964170074\n", + "Training epoch 2000...\n", + "0.00038718622285670236\n", + "Training epoch 3000...\n", + "0.0004005671025317081\n", + "Training epoch 4000...\n", + "0.0004041792783408087\n", + "Training epoch 5000...\n", + "0.00037528612752424226\n", + "Training epoch 6000...\n", + "0.00036610476761507926\n", + "Training epoch 7000...\n", + "0.0003594007480121864\n", + "Training epoch 8000...\n", + "0.00036999088127786785\n", + "Training epoch 9000...\n", + "0.00036930055661853477\n", + "results/cifar_test-0-state.npz saved successfully!\n" + ] + } + ], "source": [ "model.load()\n", "optimizer = Optimizer(model.unit1)\n",