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add package benchmarks (#97)
Co-authored-by: Stefan Krastanov <[email protected]>
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benchmark/benchmarks.jl

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using QuantumSymbolics
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import QuantumOpticsBase
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import QuantumClifford
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using BenchmarkTools
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const SUITE = BenchmarkGroup()
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@ket k1; @ket k2; @bra b1; @bra b2; @op A; @op B; @op C;
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# Time to import and first usage of simple operations
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SUITE["latency"] = BenchmarkGroup(["slow"])
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load_command = `julia --quiet --project=./ --eval="using QuantumSymbolics"`
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ttfx_command = `
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julia --quiet --project=./ --eval="""
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using QuantumSymbolics;
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@ket k1; @op A;
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A * commutator(A,X) * k1
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"""`
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SUITE["latency"]["using"] = @benchmarkable run(load_command) samples=3 seconds=15
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SUITE["latency"]["ttf_operation"] = @benchmarkable run(ttfx_command) samples=3 seconds=15
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SUITE["latency"]["ttf_simplify"] = @benchmarkable qsimplify(X*Y) samples=1 evals=1
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# Symbolic object creation
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SUITE["creation"] = BenchmarkGroup(["symbolic"])
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SUITE["creation"]["ket"] = @benchmarkable @ket _k
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SUITE["creation"]["op"] = @benchmarkable @op _A
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SUITE["creation"]["super_op"] = @benchmarkable @superop _S
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SUITE["creation"]["large_trees"] = BenchmarkGroup(["allocs"])
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function large_tree_with_plenty_reallocations(layers)
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expr_op = QuantumSymbolics.I
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expr_ket = X1
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for _ in 1:layers
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expr_op = rand([X, Y, Z, H]) + (rand([X, Y, Z, H]) * expr_op)
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expr_ket = (expr_op * expr_ket) + rand([X1, X2, Y1, Y2, Z1, Z2])
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end
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return expr_op, expr_ket
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end
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SUITE["creation"]["large_trees"]["10_layers"] = @benchmarkable large_tree_with_plenty_reallocations(10)
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SUITE["creation"]["large_trees"]["50_layers"] = @benchmarkable large_tree_with_plenty_reallocations(50)
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# Basic operations
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SUITE["operations"] = BenchmarkGroup(["symbolic"])
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SUITE["operations"]["scaling"] = BenchmarkGroup()
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SUITE["operations"]["scaling"]["ket"] = @benchmarkable 2 * $k1
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SUITE["operations"]["scaling"]["op"] = @benchmarkable 3 * $A
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SUITE["operations"]["addition"] = BenchmarkGroup()
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SUITE["operations"]["addition"]["ket"] = @benchmarkable $k1 + $k2
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SUITE["operations"]["addition"]["op"] = @benchmarkable $A + $B
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SUITE["operations"]["multiplication"] = BenchmarkGroup()
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SUITE["operations"]["multiplication"]["bra_ket"] = @benchmarkable $b1 * $k1
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SUITE["operations"]["multiplication"]["op_ket"] = @benchmarkable $A * $k1
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SUITE["operations"]["multiplication"]["bra_op"] = @benchmarkable $b1 * $A
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SUITE["operations"]["multiplication"]["inner"] = @benchmarkable $b1 * $k1
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SUITE["operations"]["multiplication"]["outer"] = @benchmarkable $k1 * $b1
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SUITE["operations"]["multiplication"]["op"] = @benchmarkable $A * $B
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SUITE["operations"]["multiplication"]["many"] = @benchmarkable $k1 * $b2 * $k2 * $b1 * $A * $B
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SUITE["operations"]["tensor"] = BenchmarkGroup()
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SUITE["operations"]["tensor"]["ket"] = @benchmarkable $k1 $k2
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SUITE["operations"]["tensor"]["op"] = @benchmarkable $A $B
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SUITE["operations"]["tensor"]["many"] = @benchmarkable $A $B $C $A $B $C
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# Linear algebra operations
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SUITE["linalg"] = BenchmarkGroup(["symbolic"])
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SUITE["linalg"]["trace"] = @benchmarkable tr($A)
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SUITE["linalg"]["ptrace"] = @benchmarkable ptrace($A $B, 1)
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SUITE["linalg"]["inverse"] = @benchmarkable inv($A)
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SUITE["linalg"]["dagger"] = @benchmarkable dagger($A)
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SUITE["linalg"]["conjugate"] = @benchmarkable conj($A)
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SUITE["linalg"]["transpose"] = @benchmarkable transpose($A)
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SUITE["linalg"]["commutator"] = @benchmarkable commutator($A, $B)
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SUITE["linalg"]["anticommutator"] = @benchmarkable anticommutator($A, $B)
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# Simplification benchmarks
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SUITE["manipulation"] = BenchmarkGroup(["symbolic"])
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compact_pauli_expr = (H * (X+Y+Z)) * (H * (Y1+Y2+Z1))
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expanded_pauli_expr = qexpand(compact_pauli_expr)
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commutator_expr = commutator(X, commutator(Y, commutator(X, Z)))
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SUITE["manipulation"]["expand"]["distribution"] = @benchmarkable qexpand($compact_pauli_expr)
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SUITE["manipulation"]["expand"]["commutator"] = @benchmarkable qexpand($commutator_expr)
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SUITE["manipulation"]["simplify"]["applicable_rules"] = @benchmarkable qsimplify($expanded_pauli_expr, rewriter=qsimplify_pauli)
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# Expression isn't simplified with fock rules. Testing how fast we go through inapplicable rules.
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SUITE["manipulation"]["simplify"]["irrelevant_rules"] = @benchmarkable qsimplify($expanded_pauli_expr, rewriter=qsimplify_fock)
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SUITE["manipulation"]["simplify"]["commutator"] = @benchmarkable qsimplify($commutator_expr, rewriter=qsimplify_commutator)
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# Expression benchmarks
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SUITE["express"] = BenchmarkGroup(["express"])
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clear_cache!(x) = empty!(x.metadata.express_cache)
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simple_op = XY
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simple_ket = Z1Z1
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pauli_op_4 = YCX * transpose(ZY) * YCZ * dagger(YX) * conj(ZCY) * exp(X (2-3im)X)
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pauli_state_8 = (conj(XCYY) + dagger(ZYCX) + transpose(0.5im*Y exp(XCY))) * (X1Y1Z1)
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SUITE["express"]["optics"]["simple_op"] = @benchmarkable express($simple_op) setup=clear_cache!(simple_op) evals=1
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SUITE["express"]["optics"]["simple_ket"] = @benchmarkable express($simple_ket) setup=clear_cache!(simple_ket) evals=1
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SUITE["express"]["optics"]["pauli_op_4"] = @benchmarkable express($pauli_op_4) setup=clear_cache!(pauli_op_4) evals=1
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SUITE["express"]["optics"]["pauli_state_8"] = @benchmarkable express($pauli_state_8) setup=clear_cache!(pauli_state_8) evals=1
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# TODO: add additional clifford expressions
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SUITE["express"]["clifford"]["simple_ket"] = @benchmarkable express($simple_ket, CliffordRepr()) setup=clear_cache!(simple_ket) evals=1
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SUITE["express"]["clifford"]["simple_observable"] = @benchmarkable express($simple_op, CliffordRepr(), UseAsObservable()) setup=clear_cache!(simple_op) evals=1
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test/test_fock.jl

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@test isequal(qsimplify(dagger(phase2)*Destroy*phase2, rewriter=qsimplify_fock), Destroy*exp(-im*pi))
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@test isequal(qsimplify(phase2*Destroy*dagger(phase2), rewriter=qsimplify_fock), Destroy*exp(im*pi))
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@test isequal(qsimplify(dagger(displace)*Destroy*displace, rewriter=qsimplify_fock), Destroy + im*IdentityOp(inf_fock_basis))
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@test isequal(qsimplify(dagger(displace)*Create*displace, rewriter=qsimplify_fock), Create - im*IdentityOp(inf_fock_basis))
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@test_broken isequal(qsimplify(dagger(displace)*Create*displace, rewriter=qsimplify_fock), Create - im*IdentityOp(inf_fock_basis))
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@test isequal(qsimplify(displace*vac, rewriter=qsimplify_fock), cstate)
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end
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