import static com.google.common.collect.Tables.immutableCell;
import static com.google.common.collect.Tables.transformValues;
import static com.google.common.collect.Tables.transpose;
import static com.google.common.collect.Tables.unmodifiableRowSortedTable;
import static com.google.common.collect.Tables.unmodifiableTable;
import static java.util.Collections.sort;

import static com.google.common.collect.Tables.immutableCell;
import static com.google.common.collect.Tables.transformValues;
import static com.google.common.collect.Tables.transpose;
import static com.google.common.collect.Tables.unmodifiableRowSortedTable;
import static com.google.common.collect.Tables.unmodifiableTable;
import static java.util.Collections.sort;

TF_CAPI_EXPORT extern int TFE_TensorDebugInfoOnDeviceNumDims(
    TFE_TensorDebugInfo* debug_info);

// Returns the number of elements in dimension `dim_index`.
// Tensor representation on device can be transposed from its representation
// on host. The data contained in dimension `dim_index` on device
// can correspond to the data contained in another dimension in on-host

*   Fixes a `CHECK` failures in `UnbatchGradOp` ([CVE-2022-35952](https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-35952))
*   Fixes a segfault TFLite converter on per-channel quantized transposed convolutions ([CVE-2022-36027](https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-36027))
*   Fixes a `CHECK` failures in `AvgPool3DGrad` ([CVE-2022-35959](https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-35959))

for i := range e1 { e1[i] = samplePolyCBD(rnd, N) N++ } e2 := samplePolyCBD(rnd, N) u := make([]ringElement, k1024) // NTT⁻¹(AT ◦ r) + e1 for i := range u { var uHat nttElement for j := range r { // Note that i and j are inverted, as we need the transposed of A. uHat = polyAdd(uHat, nttMul(ex.a[j*k1024+i], r[j])) } u[i] = polyAdd(e1[i], inverseNTT(uHat)) } μ := ringDecodeAndDecompr(m) var vNTT nttElement // t⊺ ◦ r for i := range ex.t { vNTT = polyAdd(vNTT, nttMul(ex.t[i], r[i])) } v := polyAdd(po...

N++ } for i := range e1 { e1[i] = samplePolyCBD(rnd, N) N++ } e2 := samplePolyCBD(rnd, N) u := make([]ringElement, k1024) // NTT⁻¹(AT ◦ r) + e1 for i := range u { u[i] = e1[i] for j := range r { // Note that i and j are inverted, as we need the transposed of A. u[i] = polyAdd(u[i], inverseNTT(nttMul(ex.a[j*k1024+i], r[j]))) } } μ := ringDecodeAndDecompr(m) var vNTT nttElement // t⊺ ◦ r for i := range ex.t { vNTT = polyAdd(vNTT, nttMul(ex.t[i], r[i])) } v := polyAdd(polyAdd(inverseNTT(vNTT), e2),...