// * qn = quantized value for tensor n
// * sn = scale for tensor n
// * zn = zero point for tensor n
//
// r3 = r1 * r2
//    = s1 (q1 - z1) * s2 (q2 - z2)
//    = s1 s2 (q1 - z1) * (q2 - z2)
//
// Unlike `ComposeUniformQuantizedDotGeneralOp`, the pattern assumes that the
// term "(q1 - z1) * (q2 - z2)" is not expanded. This is done to reduce
// unnecessary op count. Also, the subtractions "(q - z)" are performed in i32

		if !ok {
			t.Errorf("First node is not an action: %s", test.input)
			continue
		}
		pipe := action.Pipe
		originalIDs := make([]string, len(test.ids))
		copy(originalIDs, test.ids)
		ensurePipelineContains(pipe, test.ids)
		got := pipe.String()
		if got != test.output {
			t.Errorf("#%d: %s, %v: want\n\t%s\ngot\n\t%s", i, test.input, originalIDs, test.output, got)
		}
	}

 * the values are optional and names may be repeated.
 *
 * ### Fragment
 *
 * The fragment is optional: it can be null, empty, or non-empty. Unlike host, port, path, and
 * query the fragment is not sent to the webserver: it's private to the client.
 *
 * ## Encoding
 *
 * Each component must be encoded before it is embedded in the complete URL. As we saw above, the

		// Only use the VERSION file if it is non-empty.
		if b != "" {
			return b
		}
	}

	// The $GOROOT/VERSION.cache file is a cache to avoid invoking
	// git every time we run this command. Unlike VERSION, it gets
	// deleted by the clean command.
	path = pathf("%s/VERSION.cache", goroot)
	if isfile(path) {
		return chomp(readfile(path))
	}

	// Show a nicer error message if this isn't a Git repo.

			}

			ind.SetArg(i, end)
			goto replacedStart
		}
		panic(fmt.Sprintf("unreachable, ind: %v, start: %v, end: %v", ind, start, end))
	replacedStart:

		if nxt.Args[0] != ind {
			// unlike additions subtractions are not commutative so be sure we get it right
			nxt.Args[0], nxt.Args[1] = nxt.Args[1], nxt.Args[0]
		}

		switch nxt.Op {
		case OpAdd8:
			nxt.Op = OpSub8
		case OpAdd16:

	// rejected, in order to verify the ECH provider certificate in the outer
	// Client Hello. If it returns a non-nil error, the handshake is aborted and
	// that error results.
	//
	// Unlike VerifyPeerCertificate and VerifyConnection, normal certificate
	// verification will not be performed before calling
	// EncryptedClientHelloRejectionVerify.
	//

	// future records the profile events we're counting for cycles
	// that have not yet been published. This is ring buffer
	// indexed by the global heap profile cycle C and stores
	// cycles C, C+1, and C+2. Unlike active, these counts are
	// only for a single cycle; they are not cumulative across
	// cycles.
	//
	// We store cycle C here because there's a window between when

// given roots.
//
// The requirements of the module versions found in the unprune map are included
// in the graph even if they would normally be pruned out.
//
// Unlike LoadModGraph, readModGraph does not attempt to diagnose or update
// inconsistent roots.
func readModGraph(ctx context.Context, pruning modPruning, roots []module.Version, unprune map[module.Version]bool) (*ModuleGraph, error) {

	// value. Used if the controller's assumptions fail to hold.
	controllerCooldown int64

	// sleepStub is a stub used for testing to avoid actually having
	// the scavenger sleep.
	//
	// Unlike the other stubs, this is not populated if left nil
	// Instead, it is called when non-nil because any valid implementation
	// of this function basically requires closing over this scavenger

			}
		}
	}
	return true, ""
}

func (ctxt *context) match(name string) bool {
	if name == "" {
		return false
	}

	// Tags must be letters, digits, underscores or dots.
	// Unlike in Go identifiers, all digits are fine (e.g., "386").
	for _, c := range name {
		if !unicode.IsLetter(c) && !unicode.IsDigit(c) && c != '_' && c != '.' {
			return false
		}
	}