tensorcircuit/examples/apicomparison at v0.12.0 · tencent-quantum-lab/tensorcircuit · GitHub

Name		Name	Last commit message	Last commit date
parent directory ..
0_tfq_qml.py		0_tfq_qml.py
0_tfq_vg.py		0_tfq_vg.py
1_pennylane_qml.py		1_pennylane_qml.py
1_pennylane_vg.py		1_pennylane_vg.py
2_tc_qml.py		2_tc_qml.py
2_tc_vg.py		2_tc_vg.py
README.md		README.md
_barplot.py		_barplot.py

README.md

API comparison on the same standard variational circuit evaluation task demonstrating the advantage of TensorCircuit API design.

QML subtask refers building a keras model of quantum circuit.
VQE subtask refers getting energy and circuit gradients.

# Lines (# Packages)	TensorFlow Quantum	Pennylane	TensorCircuit
QML subtask	32 (5)	18 (2)	16 (1)
VQE subtask	47 (5)	29 (2)	20 (1)