diff --git a/docs/sphinx/examples/python/tutorials/hybrid_qnns.ipynb b/docs/sphinx/examples/python/tutorials/hybrid_qnns.ipynb index 8c513a7a1f..b943edf1b7 100644 --- a/docs/sphinx/examples/python/tutorials/hybrid_qnns.ipynb +++ b/docs/sphinx/examples/python/tutorials/hybrid_qnns.ipynb @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -33,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -55,7 +55,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -77,7 +77,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -200,7 +200,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -228,7 +228,7 @@ " \"\"\"Excetute the quantum circuit to output an expectation value\"\"\"\n", "\n", " expectation = torch.tensor(cudaq.observe(self.kernel, spin.z(0),\n", - " thetas).expectation(),\n", + " thetas.tolist()).expectation(),\n", " device=device)\n", "\n", " return expectation" @@ -236,7 +236,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -284,7 +284,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -304,7 +304,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -342,33 +342,33 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Training [5%]\tLoss: -1.1866\n", - "Training [10%]\tLoss: -1.3703\n", - "Training [15%]\tLoss: -1.3844\n", - "Training [20%]\tLoss: -1.4073\n", - "Training [25%]\tLoss: -1.4137\n", - "Training [30%]\tLoss: -1.4255\n", - "Training [35%]\tLoss: -1.4483\n", - "Training [40%]\tLoss: -1.4524\n", - "Training [45%]\tLoss: -1.4641\n", - "Training [50%]\tLoss: -1.4565\n", - "Training [55%]\tLoss: -1.4760\n", - "Training [60%]\tLoss: -1.4755\n", - "Training [65%]\tLoss: -1.4795\n", - "Training [70%]\tLoss: -1.4867\n", - "Training [75%]\tLoss: -1.4888\n", - "Training [80%]\tLoss: -1.4942\n", - "Training [85%]\tLoss: -1.4907\n", - "Training [90%]\tLoss: -1.4817\n", - "Training [95%]\tLoss: -1.4939\n", - "Training [100%]\tLoss: -1.4860\n" + "Training [5%]\tLoss: -1.1656\n", + "Training [10%]\tLoss: -1.3695\n", + "Training [15%]\tLoss: -1.4121\n", + "Training [20%]\tLoss: -1.4068\n", + "Training [25%]\tLoss: -1.4315\n", + "Training [30%]\tLoss: -1.4356\n", + "Training [35%]\tLoss: -1.4486\n", + "Training [40%]\tLoss: -1.4598\n", + "Training [45%]\tLoss: -1.4571\n", + "Training [50%]\tLoss: -1.4700\n", + "Training [55%]\tLoss: -1.4790\n", + "Training [60%]\tLoss: -1.4798\n", + "Training [65%]\tLoss: -1.4854\n", + "Training [70%]\tLoss: -1.4866\n", + "Training [75%]\tLoss: -1.4916\n", + "Training [80%]\tLoss: -1.4938\n", + "Training [85%]\tLoss: -1.4896\n", + "Training [90%]\tLoss: -1.4874\n", + "Training [95%]\tLoss: -1.4941\n", + "Training [100%]\tLoss: -1.4970\n" ] } ], @@ -415,7 +415,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -424,13 +424,13 @@ "Text(0, 0.5, 'Neg Log Likelihood Loss')" ] }, - "execution_count": 9, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -449,7 +449,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -499,7 +499,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.12 (main, Jun 11 2023, 05:26:28) [GCC 11.4.0]" + "version": "3.10.12" }, "orig_nbformat": 4, "vscode": { diff --git a/docs/sphinx/examples/python/tutorials/vqe.ipynb b/docs/sphinx/examples/python/tutorials/vqe.ipynb index 8818bde343..8a693d35b6 100644 --- a/docs/sphinx/examples/python/tutorials/vqe.ipynb +++ b/docs/sphinx/examples/python/tutorials/vqe.ipynb @@ -27,14 +27,14 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "-1.1371755939165522\n" + "-1.1371745102369863\n" ] } ], @@ -57,7 +57,7 @@ "kernel.x(qubits[1])\n", "\n", "# Adds parameterized gates based on the UCCSD ansatz.\n", - "cudaq.kernels.uccsd(kernel, qubits, angles, electron_count, qubit_count)\n", + "kernel.apply_call(cudaq.kernels.uccsd, qubits, angles, electron_count, qubit_count)\n", "\n", "parameter_count = cudaq.kernels.uccsd_num_parameters(electron_count,\n", " qubit_count)\n",