Rename C sparse structure to M in mjdata, improve docstrings.
PiperOrigin-RevId: 758636638 Change-Id: If78acc423601d2911f514929b27f7b6d0af9ef58
This commit is contained in:
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Copybara-Service
parent
4ba04586ae
commit
dd28b887d4
+12
-12
@@ -269,8 +269,8 @@ struct mjData_ {
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// computed by mj_fwdPosition/mj_crb
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mjtNum* crb; // com-based composite inertia and mass (nbody x 10)
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mjtNum* qM; // total inertia (sparse) (nM x 1)
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mjtNum* M; // total inertia (compressed sparse row) (nC x 1)
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mjtNum* qM; // inertia (sparse) (nM x 1)
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mjtNum* M; // reduced inertia (compressed sparse row) (nC x 1)
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// computed by mj_fwdPosition/mj_factorM
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mjtNum* qLD; // L'*D*L factorization of M (sparse) (nC x 1)
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@@ -313,16 +313,16 @@ struct mjData_ {
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int* B_rownnz; // body-dof: non-zeros in each row (nbody x 1)
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int* B_rowadr; // body-dof: address of each row in B_colind (nbody x 1)
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int* B_colind; // body-dof: column indices of non-zeros (nB x 1)
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int* C_rownnz; // reduced dof-dof: non-zeros in each row (nv x 1)
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int* C_rowadr; // reduced dof-dof: address of each row in C_colind (nv x 1)
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int* C_colind; // reduced dof-dof: column indices of non-zeros (nC x 1)
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int* mapM2C; // index mapping from M to C (nC x 1)
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int* D_rownnz; // dof-dof: non-zeros in each row (nv x 1)
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int* D_rowadr; // dof-dof: address of each row in D_colind (nv x 1)
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int* D_diag; // dof-dof: index of diagonal element (nv x 1)
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int* D_colind; // dof-dof: column indices of non-zeros (nD x 1)
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int* mapM2D; // index mapping from M to D (nD x 1)
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int* mapD2M; // index mapping from D to M (nM x 1)
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int* M_rownnz; // reduced inertia: non-zeros in each row (nv x 1)
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int* M_rowadr; // reduced inertia: address of each row in M_colind (nv x 1)
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int* M_colind; // reduced inertia: column indices of non-zeros (nC x 1)
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int* mapM2M; // index mapping from qM to M (nC x 1)
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int* D_rownnz; // full inertia: non-zeros in each row (nv x 1)
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int* D_rowadr; // full inertia: address of each row in D_colind (nv x 1)
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int* D_diag; // full inertia: index of diagonal element (nv x 1)
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int* D_colind; // full inertia: column indices of non-zeros (nD x 1)
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int* mapM2D; // index mapping from qM to D (nD x 1)
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int* mapD2M; // index mapping from D to qM (nM x 1)
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// computed by mj_implicit/mj_derivative
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mjtNum* qDeriv; // d (passive + actuator - bias) / d qvel (nD x 1)
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+12
-12
@@ -297,8 +297,8 @@ struct mjData_ {
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// computed by mj_fwdPosition/mj_crb
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mjtNum* crb; // com-based composite inertia and mass (nbody x 10)
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mjtNum* qM; // total inertia (sparse) (nM x 1)
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mjtNum* M; // total inertia (compressed sparse row) (nC x 1)
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mjtNum* qM; // inertia (sparse) (nM x 1)
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mjtNum* M; // reduced inertia (compressed sparse row) (nC x 1)
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// computed by mj_fwdPosition/mj_factorM
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mjtNum* qLD; // L'*D*L factorization of M (sparse) (nC x 1)
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@@ -341,16 +341,16 @@ struct mjData_ {
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int* B_rownnz; // body-dof: non-zeros in each row (nbody x 1)
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int* B_rowadr; // body-dof: address of each row in B_colind (nbody x 1)
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int* B_colind; // body-dof: column indices of non-zeros (nB x 1)
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int* C_rownnz; // reduced dof-dof: non-zeros in each row (nv x 1)
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int* C_rowadr; // reduced dof-dof: address of each row in C_colind (nv x 1)
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int* C_colind; // reduced dof-dof: column indices of non-zeros (nC x 1)
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int* mapM2C; // index mapping from M to C (nC x 1)
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int* D_rownnz; // dof-dof: non-zeros in each row (nv x 1)
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int* D_rowadr; // dof-dof: address of each row in D_colind (nv x 1)
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int* D_diag; // dof-dof: index of diagonal element (nv x 1)
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int* D_colind; // dof-dof: column indices of non-zeros (nD x 1)
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int* mapM2D; // index mapping from M to D (nD x 1)
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int* mapD2M; // index mapping from D to M (nM x 1)
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int* M_rownnz; // reduced inertia: non-zeros in each row (nv x 1)
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int* M_rowadr; // reduced inertia: address of each row in M_colind (nv x 1)
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int* M_colind; // reduced inertia: column indices of non-zeros (nC x 1)
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int* mapM2M; // index mapping from qM to M (nC x 1)
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int* D_rownnz; // full inertia: non-zeros in each row (nv x 1)
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int* D_rowadr; // full inertia: address of each row in D_colind (nv x 1)
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int* D_diag; // full inertia: index of diagonal element (nv x 1)
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int* D_colind; // full inertia: column indices of non-zeros (nD x 1)
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int* mapM2D; // index mapping from qM to D (nD x 1)
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int* mapD2M; // index mapping from D to qM (nM x 1)
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// computed by mj_implicit/mj_derivative
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mjtNum* qDeriv; // d (passive + actuator - bias) / d qvel (nD x 1)
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@@ -679,10 +679,10 @@
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X ( int, B_rownnz, nbody, 1 ) \
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X ( int, B_rowadr, nbody, 1 ) \
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X ( int, B_colind, nB, 1 ) \
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X ( int, C_rownnz, nv, 1 ) \
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X ( int, C_rowadr, nv, 1 ) \
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X ( int, C_colind, nC, 1 ) \
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X ( int, mapM2C, nC, 1 ) \
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X ( int, M_rownnz, nv, 1 ) \
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X ( int, M_rowadr, nv, 1 ) \
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X ( int, M_colind, nC, 1 ) \
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X ( int, mapM2M, nC, 1 ) \
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X ( int, D_rownnz, nv, 1 ) \
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X ( int, D_rowadr, nv, 1 ) \
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X ( int, D_diag, nv, 1 ) \
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@@ -629,10 +629,10 @@ def _make_data_c(
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'B_rownnz': (m.nbody, np.int32),
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'B_rowadr': (m.nbody, np.int32),
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'B_colind': (m.nB, np.int32),
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'C_rownnz': (m.nv, np.int32),
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'C_rowadr': (m.nv, np.int32),
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'C_colind': (m.nC, np.int32),
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'mapM2C': (m.nC, np.int32),
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'M_rownnz': (m.nv, np.int32),
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'M_rowadr': (m.nv, np.int32),
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'M_colind': (m.nC, np.int32),
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'mapM2M': (m.nC, np.int32),
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'D_rownnz': (m.nv, np.int32),
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'D_rowadr': (m.nv, np.int32),
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'D_diag': (m.nv, np.int32),
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@@ -92,7 +92,7 @@ class SmoothTest(absltest.TestCase):
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dx = jax.jit(mjx.factor_m)(mx, mjx.put_data(m, d))
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qLDLegacy = np.zeros(mx.nM) # pylint:disable=invalid-name
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for i in range(m.nC):
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qLDLegacy[d.mapM2C[i]] = d.qLD[i]
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qLDLegacy[d.mapM2M[i]] = d.qLD[i]
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_assert_eq(qLDLegacy, dx._impl.qLD, 'qLD')
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_assert_attr_eq(d, dx._impl, 'qLDiagInv')
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# com_vel
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@@ -985,10 +985,10 @@ class DataC(PyTreeNode):
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B_rownnz: jax.Array # pylint:disable=invalid-name
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B_rowadr: jax.Array # pylint:disable=invalid-name
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B_colind: jax.Array # pylint:disable=invalid-name
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C_rownnz: jax.Array # pylint:disable=invalid-name
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C_rowadr: jax.Array # pylint:disable=invalid-name
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C_colind: jax.Array # pylint:disable=invalid-name
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mapM2C: jax.Array # pylint:disable=invalid-name
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M_rownnz: jax.Array # pylint:disable=invalid-name
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M_rowadr: jax.Array # pylint:disable=invalid-name
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M_colind: jax.Array # pylint:disable=invalid-name
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mapM2M: jax.Array # pylint:disable=invalid-name
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D_rownnz: jax.Array # pylint:disable=invalid-name
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D_rowadr: jax.Array # pylint:disable=invalid-name
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D_diag: jax.Array # pylint:disable=invalid-name
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@@ -5413,7 +5413,7 @@ STRUCTS: Mapping[str, StructDecl] = dict([
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type=PointerType(
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inner_type=ValueType(name='mjtNum'),
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),
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doc='total inertia (sparse)',
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doc='inertia (sparse)',
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array_extent=('nM',),
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),
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StructFieldDecl(
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@@ -5421,7 +5421,7 @@ STRUCTS: Mapping[str, StructDecl] = dict([
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type=PointerType(
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inner_type=ValueType(name='mjtNum'),
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),
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doc='total inertia (compressed sparse row)',
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doc='reduced inertia (compressed sparse row)',
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array_extent=('nC',),
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),
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StructFieldDecl(
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@@ -5601,35 +5601,35 @@ STRUCTS: Mapping[str, StructDecl] = dict([
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array_extent=('nB',),
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),
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StructFieldDecl(
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name='C_rownnz',
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name='M_rownnz',
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type=PointerType(
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inner_type=ValueType(name='int'),
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),
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doc='reduced dof-dof: non-zeros in each row',
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doc='reduced inertia: non-zeros in each row',
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array_extent=('nv',),
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),
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StructFieldDecl(
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name='C_rowadr',
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name='M_rowadr',
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type=PointerType(
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inner_type=ValueType(name='int'),
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),
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doc='reduced dof-dof: address of each row in C_colind',
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doc='reduced inertia: address of each row in M_colind',
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array_extent=('nv',),
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),
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StructFieldDecl(
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name='C_colind',
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name='M_colind',
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type=PointerType(
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inner_type=ValueType(name='int'),
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),
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doc='reduced dof-dof: column indices of non-zeros',
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doc='reduced inertia: column indices of non-zeros',
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array_extent=('nC',),
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),
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StructFieldDecl(
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name='mapM2C',
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name='mapM2M',
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type=PointerType(
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inner_type=ValueType(name='int'),
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),
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doc='index mapping from M to C',
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doc='index mapping from qM to M',
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array_extent=('nC',),
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),
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StructFieldDecl(
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@@ -5637,7 +5637,7 @@ STRUCTS: Mapping[str, StructDecl] = dict([
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type=PointerType(
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inner_type=ValueType(name='int'),
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),
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doc='dof-dof: non-zeros in each row',
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doc='full inertia: non-zeros in each row',
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array_extent=('nv',),
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),
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StructFieldDecl(
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@@ -5645,7 +5645,7 @@ STRUCTS: Mapping[str, StructDecl] = dict([
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type=PointerType(
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inner_type=ValueType(name='int'),
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),
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doc='dof-dof: address of each row in D_colind',
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doc='full inertia: address of each row in D_colind',
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array_extent=('nv',),
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),
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StructFieldDecl(
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@@ -5653,7 +5653,7 @@ STRUCTS: Mapping[str, StructDecl] = dict([
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type=PointerType(
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inner_type=ValueType(name='int'),
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),
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doc='dof-dof: index of diagonal element',
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doc='full inertia: index of diagonal element',
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array_extent=('nv',),
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),
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StructFieldDecl(
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@@ -5661,7 +5661,7 @@ STRUCTS: Mapping[str, StructDecl] = dict([
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type=PointerType(
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inner_type=ValueType(name='int'),
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),
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doc='dof-dof: column indices of non-zeros',
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doc='full inertia: column indices of non-zeros',
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array_extent=('nD',),
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),
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StructFieldDecl(
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@@ -5669,7 +5669,7 @@ STRUCTS: Mapping[str, StructDecl] = dict([
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type=PointerType(
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inner_type=ValueType(name='int'),
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),
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doc='index mapping from M to D',
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doc='index mapping from qM to D',
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array_extent=('nD',),
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),
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StructFieldDecl(
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@@ -5677,7 +5677,7 @@ STRUCTS: Mapping[str, StructDecl] = dict([
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type=PointerType(
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inner_type=ValueType(name='int'),
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),
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doc='index mapping from D to M',
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doc='index mapping from D to qM',
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array_extent=('nM',),
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),
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StructFieldDecl(
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@@ -2039,7 +2039,7 @@ void mj_projectConstraint(const mjModel* m, mjData* d) {
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// inverse square root of D from inertia LDL decomposition
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mjtNum* sqrtInvD = mjSTACKALLOC(d, nv, mjtNum);
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for (int i=0; i < nv; i++) {
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int diag = d->C_rowadr[i] + d->C_rownnz[i] - 1;
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int diag = d->M_rowadr[i] + d->M_rownnz[i] - 1;
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sqrtInvD[i] = 1 / mju_sqrt(d->qLD[diag]);
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}
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@@ -2076,10 +2076,10 @@ void mj_projectConstraint(const mjModel* m, mjData* d) {
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}
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// traverse row j of C, marking new unique nonzeros
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int nnzC = d->C_rownnz[j];
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int adrC = d->C_rowadr[j];
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int nnzC = d->M_rownnz[j];
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int adrC = d->M_rowadr[j];
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for (int k=0; k < nnzC; k++) {
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int c = d->C_colind[adrC + k];
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int c = d->M_colind[adrC + k];
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if (marker[c] != r) {
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marker[c] = r;
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nnz++;
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@@ -2159,10 +2159,10 @@ void mj_projectConstraint(const mjModel* m, mjData* d) {
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continue;
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}
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int j = B_colind[i];
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int adrC = d->C_rowadr[j];
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int adrC = d->M_rowadr[j];
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mju_addToSclSparseInc(B + adrB, d->qLD + adrC,
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nnzB, B_colind + adrB,
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d->C_rownnz[j]-1, d->C_colind + adrC, -b);
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d->M_rownnz[j]-1, d->M_colind + adrC, -b);
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}
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// B(r,:) <- sqrt(inv(D)) * B(r,:)
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@@ -1579,7 +1579,7 @@ void mj_makeM(const mjModel* m, mjData* d) {
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TM_START;
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mj_crb(m, d);
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mj_tendonArmature(m, d);
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mju_gather(d->M, d->qM, d->mapM2C, m->nC);
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mju_gather(d->M, d->qM, d->mapM2M, m->nC);
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TM_END(mjTIMER_POS_INERTIA);
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}
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@@ -1653,7 +1653,7 @@ void mj_factorI_legacy(const mjModel* m, mjData* d, const mjtNum* M, mjtNum* qLD
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void mj_factorM(const mjModel* m, mjData* d) {
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TM_START;
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mju_copy(d->qLD, d->M, m->nC);
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mj_factorI(d->qLD, d->qLDiagInv, m->nv, d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
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mj_factorI(d->qLD, d->qLDiagInv, m->nv, d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
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TM_ADD(mjTIMER_POS_INERTIA);
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}
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@@ -1895,7 +1895,7 @@ void mj_solveM(const mjModel* m, mjData* d, mjtNum* x, const mjtNum* y, int n) {
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mju_copy(x, y, n*m->nv);
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}
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mj_solveLD(x, d->qLD, d->qLDiagInv, m->nv, n,
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d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
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d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
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}
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@@ -1906,9 +1906,9 @@ void mj_solveM2(const mjModel* m, mjData* d, mjtNum* x, const mjtNum* y,
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int nv = m->nv;
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// local copies of key variables
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const int* rownnz = d->C_rownnz;
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const int* rowadr = d->C_rowadr;
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const int* colind = d->C_colind;
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const int* rownnz = d->M_rownnz;
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const int* rowadr = d->M_rowadr;
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const int* colind = d->M_colind;
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const int* diagnum = m->dof_simplenum;
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const mjtNum* qLD = d->qLD;
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@@ -869,18 +869,18 @@ void mj_EulerSkip(const mjModel* m, mjData* d, int skipfactor) {
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// qH = M + h*diag(B)
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mju_copy(d->qH, d->M, nC);
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for (int i=0; i < nv; i++) {
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d->qH[d->C_rowadr[i] + d->C_rownnz[i] - 1] += m->opt.timestep * m->dof_damping[i];
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d->qH[d->M_rowadr[i] + d->M_rownnz[i] - 1] += m->opt.timestep * m->dof_damping[i];
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}
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// factorize in-place
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mj_factorI(d->qH, d->qHDiagInv, nv, d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
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mj_factorI(d->qH, d->qHDiagInv, nv, d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
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}
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// solve
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mju_add(qfrc, d->qfrc_smooth, d->qfrc_constraint, nv);
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mju_copy(qacc, qfrc, m->nv);
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mj_solveLD(qacc, d->qH, d->qHDiagInv, nv, 1,
|
||||
d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
}
|
||||
|
||||
// advance state and time
|
||||
@@ -1053,16 +1053,16 @@ void mj_implicitSkip(const mjModel* m, mjData* d, int skipfactor) {
|
||||
mju_addScl(MhB, d->qM, MhB, -m->opt.timestep, nM);
|
||||
|
||||
// gather qH <- MhB (legacy to CSR)
|
||||
mju_gather(d->qH, MhB, d->mapM2C, nC);
|
||||
mju_gather(d->qH, MhB, d->mapM2M, nC);
|
||||
|
||||
// factorize in-place
|
||||
mj_factorI(d->qH, d->qHDiagInv, nv, d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
mj_factorI(d->qH, d->qHDiagInv, nv, d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
}
|
||||
|
||||
// solve for qacc: (qM - dt*qDeriv) * qacc = qfrc
|
||||
mju_copy(qacc, qfrc, nv);
|
||||
mj_solveLD(qacc, d->qH, d->qHDiagInv, nv, 1,
|
||||
d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
|
||||
} else {
|
||||
mjERROR("integrator must be implicit or implicitfast");
|
||||
|
||||
@@ -1139,8 +1139,8 @@ static void copyM2Sparse(const mjModel* m, mjData* d, int* dst, const int* src,
|
||||
const int* rownnz;
|
||||
const int* rowadr;
|
||||
if (reduced && !upper) {
|
||||
rownnz = d->C_rownnz;
|
||||
rowadr = d->C_rowadr;
|
||||
rownnz = d->M_rownnz;
|
||||
rowadr = d->M_rowadr;
|
||||
} else if (!reduced && upper) {
|
||||
rownnz = d->D_rownnz;
|
||||
rowadr = d->D_rowadr;
|
||||
@@ -1248,12 +1248,12 @@ static void makeDofDofmaps(const mjModel* m, mjData* d) {
|
||||
}
|
||||
|
||||
// make mapM2C
|
||||
for (int i=0; i < nC; i++) d->mapM2C[i] = -1;
|
||||
copyM2Sparse(m, d, d->mapM2C, M, /*reduced=*/1, /*upper=*/0);
|
||||
for (int i=0; i < nC; i++) d->mapM2M[i] = -1;
|
||||
copyM2Sparse(m, d, d->mapM2M, M, /*reduced=*/1, /*upper=*/0);
|
||||
|
||||
// check that all indices are filled in
|
||||
for (int i=0; i < nC; i++) {
|
||||
if (d->mapM2C[i] < 0) {
|
||||
if (d->mapM2M[i] < 0) {
|
||||
mjERROR("unassigned index in mapM2C");
|
||||
}
|
||||
}
|
||||
@@ -1976,7 +1976,7 @@ static void _resetData(const mjModel* m, mjData* d, unsigned char debug_value) {
|
||||
checkDBSparse(m, d);
|
||||
|
||||
// make C
|
||||
makeDofDofSparse(m, d, d->C_rownnz, d->C_rowadr, NULL, d->C_colind, /*reduced=*/1, /*upper=*/0);
|
||||
makeDofDofSparse(m, d, d->M_rownnz, d->M_rowadr, NULL, d->M_colind, /*reduced=*/1, /*upper=*/0);
|
||||
|
||||
// make index mappings: mapM2D, mapD2M, mapM2C, mapM2M
|
||||
makeDofDofmaps(m, d);
|
||||
|
||||
@@ -537,7 +537,7 @@ void mj_island(const mjModel* m, mjData* d) {
|
||||
|
||||
// inertia: block-diagonalize both iLD <- qLD and iM <- qM
|
||||
mju_blockDiagSparse(d->iLD, d->iM_rownnz, d->iM_rowadr, d->iM_colind,
|
||||
d->qLD, d->C_rownnz, d->C_rowadr, d->C_colind,
|
||||
d->qLD, d->M_rownnz, d->M_rowadr, d->M_colind,
|
||||
nidof, nisland,
|
||||
d->map_idof2dof, d->map_dof2idof,
|
||||
d->island_idofadr, d->island_idofadr,
|
||||
|
||||
+17
-17
@@ -1124,14 +1124,14 @@ void mj_printFormattedData(const mjModel* m, const mjData* d, const char* filena
|
||||
d->moment_rowadr, d->moment_colind, fp, float_format);
|
||||
printArray("CRB", m->nbody, 10, d->crb, fp, float_format);
|
||||
printInertia("QM", d->qM, m, fp, float_format);
|
||||
printSparse("M", d->M, m->nv, d->C_rownnz,
|
||||
d->C_rowadr, d->C_colind, fp, float_format);
|
||||
printSparse("QLD", d->qLD, m->nv, d->C_rownnz,
|
||||
d->C_rowadr, d->C_colind, fp, float_format);
|
||||
printSparse("M", d->M, m->nv, d->M_rownnz,
|
||||
d->M_rowadr, d->M_colind, fp, float_format);
|
||||
printSparse("QLD", d->qLD, m->nv, d->M_rownnz,
|
||||
d->M_rowadr, d->M_colind, fp, float_format);
|
||||
printArray("QLDIAGINV", m->nv, 1, d->qLDiagInv, fp, float_format);
|
||||
|
||||
if (!mju_isZero(d->qHDiagInv, m->nv)) {
|
||||
printSparse("QH", d->qH, m->nv, d->C_rownnz, d->C_rowadr, d->C_colind, fp, float_format);
|
||||
printSparse("QH", d->qH, m->nv, d->M_rownnz, d->M_rowadr, d->M_colind, fp, float_format);
|
||||
printArray("QHDIAGINV", m->nv, 1, d->qHDiagInv, fp, float_format);
|
||||
}
|
||||
|
||||
@@ -1160,34 +1160,34 @@ void mj_printFormattedData(const mjModel* m, const mjData* d, const char* filena
|
||||
}
|
||||
fprintf(fp, "\n\n");
|
||||
|
||||
// C sparse structure
|
||||
mj_printSparsity("C: reduced dof-dof matrix", m->nv, m->nv, d->C_rowadr, NULL, d->C_rownnz,
|
||||
NULL, d->C_colind, fp);
|
||||
// M sparse structure
|
||||
mj_printSparsity("M: reduced inertia matrix", m->nv, m->nv, d->M_rowadr, NULL, d->M_rownnz,
|
||||
NULL, d->M_colind, fp);
|
||||
|
||||
fprintf(fp, NAME_FORMAT, "C_rownnz");
|
||||
fprintf(fp, NAME_FORMAT, "M_rownnz");
|
||||
for (int i = 0; i < m->nv; i++) {
|
||||
fprintf(fp, " %d", d->C_rownnz[i]);
|
||||
fprintf(fp, " %d", d->M_rownnz[i]);
|
||||
}
|
||||
fprintf(fp, "\n\n");
|
||||
|
||||
// C_rowadr
|
||||
fprintf(fp, NAME_FORMAT, "C_rowadr");
|
||||
fprintf(fp, NAME_FORMAT, "M_rowadr");
|
||||
for (int i = 0; i < m->nv; i++) {
|
||||
fprintf(fp, " %d", d->C_rowadr[i]);
|
||||
fprintf(fp, " %d", d->M_rowadr[i]);
|
||||
}
|
||||
fprintf(fp, "\n\n");
|
||||
|
||||
// C_colind
|
||||
fprintf(fp, NAME_FORMAT, "C_colind");
|
||||
fprintf(fp, NAME_FORMAT, "M_colind");
|
||||
for (int i = 0; i < m->nC; i++) {
|
||||
fprintf(fp, " %d", d->C_colind[i]);
|
||||
fprintf(fp, " %d", d->M_colind[i]);
|
||||
}
|
||||
fprintf(fp, "\n\n");
|
||||
|
||||
// mapM2C
|
||||
fprintf(fp, NAME_FORMAT, "mapM2C");
|
||||
// mapM2M
|
||||
fprintf(fp, NAME_FORMAT, "mapM2M");
|
||||
for (int i = 0; i < m->nC; i++) {
|
||||
fprintf(fp, " %d", d->mapM2C[i]);
|
||||
fprintf(fp, " %d", d->mapM2M[i]);
|
||||
}
|
||||
fprintf(fp, "\n\n");
|
||||
|
||||
|
||||
@@ -886,10 +886,10 @@ static void CGpointers(const mjModel* m, const mjData* d, mjCGContext* ctx, int
|
||||
ctx->qacc = d->qacc;
|
||||
|
||||
// inertia
|
||||
ctx->M_rownnz = d->C_rownnz;
|
||||
ctx->M_rowadr = d->C_rowadr;
|
||||
ctx->M_rownnz = d->M_rownnz;
|
||||
ctx->M_rowadr = d->M_rowadr;
|
||||
ctx->M_diagnum = m->dof_simplenum;
|
||||
ctx->M_colind = d->C_colind;
|
||||
ctx->M_colind = d->M_colind;
|
||||
ctx->M = d->M;
|
||||
ctx->qLD = d->qLD;
|
||||
ctx->qLDiagInv = d->qLDiagInv;
|
||||
|
||||
@@ -1047,14 +1047,14 @@ void mj_mulM2(const mjModel* m, const mjData* d, mjtNum* res, const mjtNum* vec)
|
||||
|
||||
// non-simple: add off-diagonals
|
||||
if (!m->dof_simplenum[i]) {
|
||||
int adr = d->C_rowadr[i];
|
||||
res[i] += mju_dotSparse(qLD+adr, vec, d->C_rownnz[i] - 1, d->C_colind+adr);
|
||||
int adr = d->M_rowadr[i];
|
||||
res[i] += mju_dotSparse(qLD+adr, vec, d->M_rownnz[i] - 1, d->M_colind+adr);
|
||||
}
|
||||
}
|
||||
|
||||
// res *= sqrt(D)
|
||||
for (int i=0; i < nv; i++) {
|
||||
int diag = d->C_rowadr[i] + d->C_rownnz[i] - 1;
|
||||
int diag = d->M_rowadr[i] + d->M_rownnz[i] - 1;
|
||||
res[i] *= mju_sqrt(qLD[diag]);
|
||||
}
|
||||
}
|
||||
@@ -1072,10 +1072,10 @@ void mj_addM(const mjModel* m, mjData* d, mjtNum* dst,
|
||||
|
||||
// gather C <- qM (legacy to CSR)
|
||||
mjtNum* C = mjSTACKALLOC(d, nC, mjtNum);
|
||||
mju_gather(C, d->qM, d->mapM2C, nC);
|
||||
mju_gather(C, d->qM, d->mapM2M, nC);
|
||||
|
||||
// add to dst
|
||||
mj_addMSparse(m, d, dst, rownnz, rowadr, colind, C, d->C_rownnz, d->C_rowadr, d->C_colind);
|
||||
mj_addMSparse(m, d, dst, rownnz, rowadr, colind, C, d->M_rownnz, d->M_rowadr, d->M_colind);
|
||||
mj_freeStack(d);
|
||||
}
|
||||
|
||||
|
||||
@@ -46,7 +46,7 @@ static void BM_factorI(benchmark::State& state, bool legacy, bool coil) {
|
||||
|
||||
// M: mass matrix in CSR format
|
||||
mjtNum* M = mj_stackAllocNum(d, m->nC);
|
||||
mju_gather(M, d->qM, d->mapM2C, m->nC);
|
||||
mju_gather(M, d->qM, d->mapM2M, m->nC);
|
||||
|
||||
// LDlegacy: legacy LD matrix (size nM)
|
||||
mjtNum* LDlegacy = mj_stackAllocNum(d, m->nM);
|
||||
@@ -59,7 +59,7 @@ static void BM_factorI(benchmark::State& state, bool legacy, bool coil) {
|
||||
} else {
|
||||
mju_copy(d->qLD, M, m->nC);
|
||||
mj_factorI(d->qLD, d->qLDiagInv, m->nv,
|
||||
d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@@ -48,7 +48,7 @@ static void BM_solve(benchmark::State& state, SolveType type) {
|
||||
|
||||
// M: mass matrix in CSR format
|
||||
mjtNum* M = mj_stackAllocNum(d, m->nC);
|
||||
mju_gather(M, d->qM, d->mapM2C, m->nC);
|
||||
mju_gather(M, d->qM, d->mapM2M, m->nC);
|
||||
|
||||
// LDlegacy: legacy LD matrix (size nM)
|
||||
mjtNum* LDlegacy = mj_stackAllocNum(d, m->nM);
|
||||
@@ -73,9 +73,9 @@ static void BM_solve(benchmark::State& state, SolveType type) {
|
||||
case SolveType::kCsr:
|
||||
mju_copy(d->qLD, M, m->nC);
|
||||
mj_factorI(d->qLD, d->qLDiagInv, m->nv,
|
||||
d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
mj_solveLD(res, d->qLD, d->qLDiagInv, m->nv, 1,
|
||||
d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@@ -54,7 +54,7 @@ static void BM_solveLD(benchmark::State& state, bool featherstone, bool coil) {
|
||||
// scatter into legacy matrix
|
||||
mjtNum* LDlegacy = mj_stackAllocNum(d, m->nM);
|
||||
mju_zero(LDlegacy, m->nM);
|
||||
mju_scatter(LDlegacy, d->qLD, d->mapM2C, m->nC);
|
||||
mju_scatter(LDlegacy, d->qLD, d->mapM2M, m->nC);
|
||||
|
||||
// benchmark
|
||||
while (state.KeepRunningBatch(kNumBenchmarkSteps)) {
|
||||
@@ -64,7 +64,7 @@ static void BM_solveLD(benchmark::State& state, bool featherstone, bool coil) {
|
||||
mj_solveLD_legacy(m, res, 1, LDlegacy, d->qLDiagInv);
|
||||
} else {
|
||||
mj_solveLD(res, d->qLD, d->qLDiagInv, m->nv, 1,
|
||||
d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@@ -649,7 +649,7 @@ TEST_F(CoreSmoothTest, FactorI) {
|
||||
int nv = model->nv;
|
||||
vector<mjtNum> Ldense(nv*nv, 0);
|
||||
mju_sparse2dense(Ldense.data(), data->qLD, nv, nv,
|
||||
data->C_rownnz, data->C_rowadr, data->C_colind);
|
||||
data->M_rownnz, data->M_rowadr, data->M_colind);
|
||||
for (int i=0; i < nv; i++) {
|
||||
// set diagonal to 1
|
||||
Ldense[i*nv+i] = 1;
|
||||
@@ -658,7 +658,7 @@ TEST_F(CoreSmoothTest, FactorI) {
|
||||
// dense D matrix
|
||||
vector<mjtNum> Ddense(nv*nv);
|
||||
mju_sparse2dense(Ddense.data(), data->qLD, nv, nv,
|
||||
data->C_rownnz, data->C_rowadr, data->C_colind);
|
||||
data->M_rownnz, data->M_rowadr, data->M_colind);
|
||||
for (int i=0; i < nv; i++) {
|
||||
for (int j=0; j < nv; j++) {
|
||||
// zero everything except the diagonal
|
||||
@@ -698,12 +698,12 @@ TEST_F(CoreSmoothTest, SolveLDs) {
|
||||
|
||||
// copy M into LD: Legacy format
|
||||
vector<mjtNum> LDlegacy(nM, 0);
|
||||
mju_scatter(LDlegacy.data(), d->qLD, d->mapM2C, nC);
|
||||
mju_scatter(LDlegacy.data(), d->qLD, d->mapM2M, nC);
|
||||
|
||||
// compare LD and LDs densified matrices
|
||||
vector<mjtNum> LDdense(nv*nv);
|
||||
mju_sparse2dense(LDdense.data(), d->qLD, nv, nv,
|
||||
d->C_rownnz, d->C_rowadr, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, d->M_colind);
|
||||
vector<mjtNum> LDdense2(nv*nv);
|
||||
mj_fullM(m, LDdense2.data(), LDlegacy.data());
|
||||
|
||||
@@ -722,7 +722,7 @@ TEST_F(CoreSmoothTest, SolveLDs) {
|
||||
|
||||
mj_solveLD_legacy(m, vec.data(), 1, LDlegacy.data(), d->qLDiagInv);
|
||||
mj_solveLD(vec2.data(), d->qLD, d->qLDiagInv, nv, 1,
|
||||
d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
|
||||
// expect vectors to match up to floating point precision
|
||||
for (int i=0; i < nv; i++) {
|
||||
@@ -746,7 +746,7 @@ TEST_F(CoreSmoothTest, SolveLDmultipleVectors) {
|
||||
|
||||
// copy LD into LDlegacy: Legacy format
|
||||
vector<mjtNum> LDlegacy(m->nM, 0);
|
||||
mju_scatter(LDlegacy.data(), d->qLD, d->mapM2C, m->nC);
|
||||
mju_scatter(LDlegacy.data(), d->qLD, d->mapM2M, m->nC);
|
||||
|
||||
// compare n LD and LDs vector solve
|
||||
int n = 3;
|
||||
@@ -757,7 +757,7 @@ TEST_F(CoreSmoothTest, SolveLDmultipleVectors) {
|
||||
|
||||
mj_solveLD_legacy(m, vec.data(), n, LDlegacy.data(), d->qLDiagInv);
|
||||
mj_solveLD(vec2.data(), d->qLD, d->qLDiagInv, nv, n,
|
||||
d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
|
||||
// expect vectors to match up to floating point precision
|
||||
for (int i=0; i < nv*n; i++) {
|
||||
@@ -781,7 +781,7 @@ TEST_F(CoreSmoothTest, SolveM2) {
|
||||
int nv = m->nv;
|
||||
vector<mjtNum> sqrtInvD(nv);
|
||||
for (int i=0; i < nv; i++) {
|
||||
int diag = d->C_rowadr[i] + d->C_rownnz[i] - 1;
|
||||
int diag = d->M_rowadr[i] + d->M_rownnz[i] - 1;
|
||||
sqrtInvD[i] = 1 / mju_sqrt(d->qLD[diag]);
|
||||
}
|
||||
|
||||
@@ -795,7 +795,7 @@ TEST_F(CoreSmoothTest, SolveM2) {
|
||||
|
||||
mj_solveM2(m, d, res.data(), vec.data(), sqrtInvD.data(), n);
|
||||
mj_solveLD(vec2.data(), d->qLD, d->qLDiagInv, nv, n,
|
||||
d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
|
||||
// expect equality of dot(v, M^-1 * v) and dot(M^-1/2 * v, M^-1/2 * v)
|
||||
for (int i=0; i < n; i++) {
|
||||
@@ -824,17 +824,17 @@ TEST_F(CoreSmoothTest, FactorIs) {
|
||||
|
||||
// copy qLDlegacy into qLDexpected: CSR format
|
||||
vector<mjtNum> qLDexpected(nC);
|
||||
mju_gather(qLDexpected.data(), qLDlegacy.data(), d->mapM2C, nC);
|
||||
mju_gather(qLDexpected.data(), qLDlegacy.data(), d->mapM2M, nC);
|
||||
|
||||
// copy qM into qLD: CSR format
|
||||
vector<mjtNum> qLD(nC);
|
||||
mju_gather(qLD.data(), d->qM, d->mapM2C, nC);
|
||||
mju_gather(qLD.data(), d->qM, d->mapM2M, nC);
|
||||
|
||||
vector<mjtNum> qLDiagInvExpected(d->qLDiagInv, d->qLDiagInv + nv);
|
||||
vector<mjtNum> qLDiagInv(nv, 0);
|
||||
|
||||
mj_factorI(qLD.data(), qLDiagInv.data(), nv,
|
||||
d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
|
||||
// expect outputs to match to floating point precision
|
||||
EXPECT_THAT(qLD, Pointwise(DoubleNear(1e-12), qLDexpected));
|
||||
|
||||
@@ -436,7 +436,7 @@ static void LinearSystem(const mjModel* m, mjData* d, mjtNum* A, mjtNum* B) {
|
||||
Ac[nv*nv + i*nv + i] = -m->dof_damping[i];
|
||||
}
|
||||
mj_solveLD(Ac, d->qH, d->qHDiagInv, nv, 2*nv,
|
||||
d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
|
||||
// A = [dt*Ac; Ac]
|
||||
mju_transpose(A, Ac, 2*nv, nv);
|
||||
@@ -464,7 +464,7 @@ static void LinearSystem(const mjModel* m, mjData* d, mjtNum* A, mjtNum* B) {
|
||||
mju_sparse2dense(Bc, d->actuator_moment, nu, nv, d->moment_rownnz,
|
||||
d->moment_rowadr, d->moment_colind);
|
||||
mj_solveLD(Bc, d->qH, d->qHDiagInv, nv, nu,
|
||||
d->C_rownnz, d->C_rowadr, m->dof_simplenum, d->C_colind);
|
||||
d->M_rownnz, d->M_rowadr, m->dof_simplenum, d->M_colind);
|
||||
mju_transpose(BcT, Bc, nu, nv);
|
||||
mju_scl(B, BcT, dt*dt, nu*nv);
|
||||
mju_scl(B+nu*nv, BcT, dt, nu*nv);
|
||||
|
||||
@@ -4952,10 +4952,10 @@ public unsafe struct mjData_ {
|
||||
public int* B_rownnz;
|
||||
public int* B_rowadr;
|
||||
public int* B_colind;
|
||||
public int* C_rownnz;
|
||||
public int* C_rowadr;
|
||||
public int* C_colind;
|
||||
public int* mapM2C;
|
||||
public int* M_rownnz;
|
||||
public int* M_rowadr;
|
||||
public int* M_colind;
|
||||
public int* mapM2M;
|
||||
public int* D_rownnz;
|
||||
public int* D_rowadr;
|
||||
public int* D_diag;
|
||||
|
||||
Reference in New Issue
Block a user