absl::StatusOr<std::string> GetCompilerIr(
    IrExportStage stage, ProcessFunctionLibraryRuntime* pflr,
    absl::string_view func_name, Device* dev, EagerContext* context,
    absl::Span<const ArgShapeAndDType> input_arg_shape_and_dtype,
    absl::Span<const TensorHandle* const> input_handles,
    CompilerArgSource compiler_arg_source);

// Returns the IR format of the selected stage for a given function `func_name`

                        doOutput(styledTextEvent(completeTime,
                            new StyledTextOutputEvent.Span(loggingHeader + ' '),
                            new StyledTextOutputEvent.Span(Style.ProgressStatus, status),
                            new StyledTextOutputEvent.Span(EOL)));
                    } else if (hasLoggingHeader) {
                        doOutput(plainTextEvent(completeTime, loggingHeader + EOL));

// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.

// Package msan contains helper functions for manually instrumenting code
// for the memory sanitizer.
// This package exports the private msan routines in runtime unconditionally
// but without the "msan" build tag they are no-ops.

      <hr>
      {{range .Configs}}
      <a href="{{.URL}}">
        {{if .Current}}<span class="menu-check-mark">✓</span>{{end}}
        {{.Name}}
        {{if .UserConfig}}<span class="menu-delete-btn" data-config={{.Name}}>🗙</span>{{end}}
      </a>
      {{end}}
    </div>
  </div>

  <div id="download" class="menu-item">
    <div class="menu-name">

    }

    // test that the RangeSet's span is the span of all the ranges
    Iterator<Range<C>> itr = rangeSet.asRanges().iterator();
    Range<C> expectedSpan = null;
    if (itr.hasNext()) {
      expectedSpan = itr.next();
      while (itr.hasNext()) {
        expectedSpan = expectedSpan.span(itr.next());
      }
    }

    try {
      Range<C> span = rangeSet.span();
      assertEquals(expectedSpan, span);

          {{"outside_compilation_O1_host_compute"},
           "XlaHostCompute",
           {"C:o:0", "c:o:0"},
           {{"Tinputs", absl::Span<const DataType>({DT_FLOAT, DT_FLOAT})},
            {"Toutputs", absl::Span<const DataType>({DT_FLOAT})},
            {"ancestors", absl::Span<const string>({})},
            {"key", "host_compute_channel_F1_F1_O1"},
            {"send_key", ""},
            {"recv_key", ""},

```console
$ uvicorn main:app --reload

<span style="color: green;">INFO</span>:     Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)
<span style="color: green;">INFO</span>:     Started reloader process [28720]
<span style="color: green;">INFO</span>:     Started server process [28722]
<span style="color: green;">INFO</span>:     Waiting for application startup.
<span style="color: green;">INFO</span>:     Application startup complete.
```

    for (auto output : forward_outputs_) {
      if (output) {
        output->Ref();
      }
    }
  }

  Status Compute(AbstractContext* ctx,
                 absl::Span<AbstractTensorHandle* const> grad_outputs,
                 absl::Span<AbstractTensorHandle*> grad_inputs) override {
    AbstractTensorHandle* upstream_grad = grad_outputs[0];
    AbstractTensorHandle* activations = forward_outputs_[0];

    // Calculate Grad

.useSummary caption a:visited {
    color:var(--navbar-text-color);
}
.overviewSummary caption span, .memberSummary caption span, .typeSummary caption span,
.useSummary caption span, .constantsSummary caption span, .deprecatedSummary caption span,
.requiresSummary caption span, .packagesSummary caption span, .providesSummary caption span,
.usesSummary caption span {
    white-space:nowrap;
    padding-top:5px;
    padding-left:12px;

}

std::vector<int64_t> MakeTensorIDList(
    absl::Span<AbstractTensorHandle* const> tensors) {
  std::vector<int64_t> ids(tensors.size());
  for (int i = 0; i < tensors.size(); i++) {
    ids[i] = ToId(tensors[i]);
  }
  return ids;
}

Status Tape::ComputeGradient(
    AbstractContext* ctx, absl::Span<AbstractTensorHandle* const> targets,
    absl::Span<AbstractTensorHandle* const> sources,