Merge pull request #1139 from yolhan83/add_new_bench_loop_diff_ad_sparse

correct parsing of the DF

Author: ChrisRackauckas

benchmarks/AutomaticDifferentiationSparse/Manifest.toml

@@ -2,7 +2,7 @@
 
 julia_version = "1.10.7"
 manifest_format = "2.0"
-project_hash = "6b7ebd48c2ddf019d078dc63bd6da748e01f3c72"
+project_hash = "66c017de4feba5a1b0f262d272a495d3a07cb06d"
 
 [[deps.ADTypes]]
 git-tree-sha1 = "72af59f5b8f09faee36b4ec48e014a79210f2f4f"

benchmarks/AutomaticDifferentiationSparse/ManualLoopDissusionSparseAD.jmd

@@ -10,6 +10,7 @@ using LinearAlgebra
 using SparseConnectivityTracer: TracerSparsityDetector
 using SparseMatrixColorings
 import Enzyme,ForwardDiff,Mooncake
+import Markdown, PrettyTables, Printf
 ```
 
 ## Backends tested
@@ -79,4 +80,13 @@ scenarios = [ Scenario{:jacobian,:out}(Diffusion,u,res1=DDiffusion(u))];
 
 ```julia
 df = benchmark_differentiation(bcks, scenarios)
+table = PrettyTables.pretty_table(
+    String,
+    df;
+    backend=Val(:markdown),
+    header=names(df),
+    formatters=PrettyTables.ft_printf("%.1e"),
+)
+
+Markdown.parse(table)
 ```

benchmarks/AutomaticDifferentiationSparse/Project.toml

@@ -10,6 +10,7 @@ LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
 Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 PreallocationTools = "d236fae5-4411-538c-8e31-a6e3d9e00b46"
+PrettyTables = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
 SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 SparseConnectivityTracer = "9f842d2f-2579-4b1d-911e-f412cf18a3f5"
 SparseDiffTools = "47a9eef4-7e08-11e9-0b38-333d64bd3804"