Datasets:
Upload results/experiments/exp_1/runtime_wallclock.json with huggingface_hub
Browse files
results/experiments/exp_1/runtime_wallclock.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"method_runtimes_sec": {
|
| 3 |
+
"correlation": {
|
| 4 |
+
"layer_a_chipatlas_sec": 19.242124,
|
| 5 |
+
"layer_b_curated_sec": 0.871538,
|
| 6 |
+
"layer_c_canonical_sec": 0.197274,
|
| 7 |
+
"layer_d_k562_sec": 0.694737,
|
| 8 |
+
"total_sec": 21.005673
|
| 9 |
+
},
|
| 10 |
+
"deepsem": {
|
| 11 |
+
"layer_a_chipatlas_sec": 1.377161,
|
| 12 |
+
"layer_b_curated_sec": 0.08245,
|
| 13 |
+
"layer_c_canonical_sec": 0.015056,
|
| 14 |
+
"layer_d_k562_sec": 0.074125,
|
| 15 |
+
"total_sec": 1.548792
|
| 16 |
+
},
|
| 17 |
+
"geneformer_attn": {
|
| 18 |
+
"layer_a_chipatlas_sec": 8.31889,
|
| 19 |
+
"layer_b_curated_sec": 0.423055,
|
| 20 |
+
"layer_c_canonical_sec": 0.085655,
|
| 21 |
+
"layer_d_k562_sec": 0.445306,
|
| 22 |
+
"total_sec": 9.272906
|
| 23 |
+
},
|
| 24 |
+
"genie3": {
|
| 25 |
+
"layer_a_chipatlas_sec": 17.806579,
|
| 26 |
+
"layer_b_curated_sec": 0.798014,
|
| 27 |
+
"layer_c_canonical_sec": 0.180552,
|
| 28 |
+
"layer_d_k562_sec": 0.650593,
|
| 29 |
+
"total_sec": 19.435738
|
| 30 |
+
},
|
| 31 |
+
"grnboost2": {
|
| 32 |
+
"layer_a_chipatlas_sec": 14.034096,
|
| 33 |
+
"layer_b_curated_sec": 0.646535,
|
| 34 |
+
"layer_c_canonical_sec": 0.142509,
|
| 35 |
+
"layer_d_k562_sec": 0.622533,
|
| 36 |
+
"total_sec": 15.445673
|
| 37 |
+
},
|
| 38 |
+
"inferelator": {
|
| 39 |
+
"layer_a_chipatlas_sec": 5.433204,
|
| 40 |
+
"layer_b_curated_sec": 0.296585,
|
| 41 |
+
"layer_c_canonical_sec": 0.058108,
|
| 42 |
+
"layer_d_k562_sec": 0.50169,
|
| 43 |
+
"total_sec": 6.289587
|
| 44 |
+
},
|
| 45 |
+
"random_null": {
|
| 46 |
+
"layer_a_chipatlas_sec": 13.758648,
|
| 47 |
+
"layer_b_curated_sec": 0.728264,
|
| 48 |
+
"layer_c_canonical_sec": 0.154618,
|
| 49 |
+
"layer_d_k562_sec": 0.66293,
|
| 50 |
+
"total_sec": 15.30446
|
| 51 |
+
},
|
| 52 |
+
"scenic": {
|
| 53 |
+
"layer_a_chipatlas_sec": 0.528207,
|
| 54 |
+
"layer_b_curated_sec": 0.041938,
|
| 55 |
+
"layer_c_canonical_sec": 0.006377,
|
| 56 |
+
"layer_d_k562_sec": 0.073127,
|
| 57 |
+
"total_sec": 0.649649
|
| 58 |
+
},
|
| 59 |
+
"scnet": {
|
| 60 |
+
"layer_a_chipatlas_sec": 12.46582,
|
| 61 |
+
"layer_b_curated_sec": 0.73204,
|
| 62 |
+
"layer_c_canonical_sec": 0.137382,
|
| 63 |
+
"layer_d_k562_sec": 0.689521,
|
| 64 |
+
"total_sec": 14.024763
|
| 65 |
+
},
|
| 66 |
+
"scregnet_geneformer": {
|
| 67 |
+
"layer_a_chipatlas_sec": 12.422738,
|
| 68 |
+
"layer_b_curated_sec": 0.718298,
|
| 69 |
+
"layer_c_canonical_sec": 0.137697,
|
| 70 |
+
"layer_d_k562_sec": 0.68274,
|
| 71 |
+
"total_sec": 13.961473
|
| 72 |
+
},
|
| 73 |
+
"scregnet_hgfb": {
|
| 74 |
+
"layer_a_chipatlas_sec": 12.635231,
|
| 75 |
+
"layer_b_curated_sec": 0.715656,
|
| 76 |
+
"layer_c_canonical_sec": 0.137819,
|
| 77 |
+
"layer_d_k562_sec": 0.682455,
|
| 78 |
+
"total_sec": 14.171161
|
| 79 |
+
}
|
| 80 |
+
},
|
| 81 |
+
"total_experiment_sec": 143.088647,
|
| 82 |
+
"notes": "Method runtime totals sum Layer A/B/C/D times only; all methods were evaluated sequentially on the same hardware."
|
| 83 |
+
}
|