1346 lines
42 KiB
JSON
1346 lines
42 KiB
JSON
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|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 78.617,
|
|
"second_native_seconds": 40.612,
|
|
"native_inter_run_gap_seconds": 15.534,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-05-t4-s42",
|
|
"second_record": "pf-img100-05-t4-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 78.467,
|
|
"second_native_seconds": 40.51,
|
|
"native_inter_run_gap_seconds": 15.323,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-06-t4-s42",
|
|
"second_record": "pf-img100-06-t4-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 77.877,
|
|
"second_native_seconds": 40.454,
|
|
"native_inter_run_gap_seconds": 18.954,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-08-t4-s42",
|
|
"second_record": "pf-img100-08-t4-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 78.727,
|
|
"second_native_seconds": 40.458,
|
|
"native_inter_run_gap_seconds": 15.354,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-09-t4-s42",
|
|
"second_record": "pf-img100-09-t4-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 78.254,
|
|
"second_native_seconds": 40.489,
|
|
"native_inter_run_gap_seconds": 14.643,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-16-t4-s42",
|
|
"second_record": "pf-img100-16-t4-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 78.61,
|
|
"second_native_seconds": 40.68,
|
|
"native_inter_run_gap_seconds": 13.12,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-20-t4-s42",
|
|
"second_record": "pf-img100-20-t4-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 78.736,
|
|
"second_native_seconds": 40.494,
|
|
"native_inter_run_gap_seconds": 14.456,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-01-t5-s42",
|
|
"second_record": "pf-img100-01-t5-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 97.733,
|
|
"second_native_seconds": 44.245,
|
|
"native_inter_run_gap_seconds": 27.851,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-02-t5-s42",
|
|
"second_record": "pf-img100-02-t5-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 97.058,
|
|
"second_native_seconds": 44.319,
|
|
"native_inter_run_gap_seconds": 13.702,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-03-t5-s42",
|
|
"second_record": "pf-img100-03-t5-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 97.156,
|
|
"second_native_seconds": 44.279,
|
|
"native_inter_run_gap_seconds": 28.917,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-04-t5-s42",
|
|
"second_record": "pf-img100-04-t5-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 96.93,
|
|
"second_native_seconds": 44.162,
|
|
"native_inter_run_gap_seconds": 28.792,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-05-t5-s42",
|
|
"second_record": "pf-img100-05-t5-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 97.26,
|
|
"second_native_seconds": 44.231,
|
|
"native_inter_run_gap_seconds": 28.36,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-06-t5-s42",
|
|
"second_record": "pf-img100-06-t5-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 101.049,
|
|
"second_native_seconds": 44.558,
|
|
"native_inter_run_gap_seconds": 24.123,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-08-t5-s42",
|
|
"second_record": "pf-img100-08-t5-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 97.259,
|
|
"second_native_seconds": 44.261,
|
|
"native_inter_run_gap_seconds": 29.406,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-09-t5-s42",
|
|
"second_record": "pf-img100-09-t5-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 97.353,
|
|
"second_native_seconds": 44.19,
|
|
"native_inter_run_gap_seconds": 27.783,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-16-t5-s42",
|
|
"second_record": "pf-img100-16-t5-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 96.483,
|
|
"second_native_seconds": 44.121,
|
|
"native_inter_run_gap_seconds": 12.666,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
},
|
|
{
|
|
"first_record": "pf-img100-20-t5-s42",
|
|
"second_record": "pf-img100-20-t5-s43",
|
|
"seeds": [
|
|
42,
|
|
43
|
|
],
|
|
"first_native_seconds": 101.131,
|
|
"second_native_seconds": 44.37,
|
|
"native_inter_run_gap_seconds": 25.189,
|
|
"same_runtime_retained": true,
|
|
"same_graph_except_sampler_seed": true,
|
|
"second_positive_encoder_cached": true,
|
|
"second_negative_encoder_cached": true,
|
|
"sampling_cached_second": false,
|
|
"distinct_retained_outputs": true
|
|
}
|
|
],
|
|
"interpretation": "All 50 second requests reused positive and negative conditioning. Sampling was not cached, and every pair produced distinct outputs. The initial-load pair is excluded from the main steady-runtime comparison. No five-variant group was tested.",
|
|
"limits": [
|
|
"Same42/43 seed ordering; no randomized cache-disabled control.",
|
|
"Node intervals include preparation/event delivery, not isolated kernels.",
|
|
"Observed cache survives the measured gaps but is local to one retained Comfy runtime; no persistence guarantee across model switches, restarts, factory changes or eviction."
|
|
]
|
|
},
|
|
"qwen_turbo_ten": {
|
|
"model": "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q4_K_M",
|
|
"generated_outputs": 10,
|
|
"first_native_start_utc": "2026-10-21T08:41:18.067000+00:00",
|
|
"distinct_briefs": 9,
|
|
"measured_seed_variants_in_first_brief": 2,
|
|
"five_seed_variants_tested": false,
|
|
"initial_native_seconds": 320.246,
|
|
"same_brief_variant_native_seconds": 95.234,
|
|
"native_inter_run_gap_seconds": 34.322,
|
|
"same_runtime_retained": true,
|
|
"only_graph_difference": [
|
|
"/9/inputs/noise_seed"
|
|
],
|
|
"second_encoder_cached": true,
|
|
"sampling_and_decoding_repeated": true,
|
|
"new_briefs_in_retained_runtime": {
|
|
"requests": 8,
|
|
"native_seconds": [
|
|
194.865,
|
|
196.417,
|
|
199.64,
|
|
199.412,
|
|
199.784,
|
|
210.023,
|
|
208.566,
|
|
223.135
|
|
],
|
|
"minimum_seconds": 194.865,
|
|
"median_seconds": 199.712,
|
|
"maximum_seconds": 223.135,
|
|
"sum_seconds": 1631.842
|
|
},
|
|
"limits": [
|
|
"The initial request includes loading plus text encoding, so the first/second delta is a combined startup/model/encoding benefit.",
|
|
"Only two same-brief seed outputs were measured; do not present five-variant performance as measured.",
|
|
"Fresh-prompt latency is a separate workload from cached same-brief variation."
|
|
]
|
|
},
|
|
"production_guidance": "Keep the complete composed brief/materials/settings identical and vary only the seed in consecutive requests to the same factory/profile/Comfy runtime. Cache state is local to that runtime and can be lost after restarts, model switches or eviction.",
|
|
"five_variant_group_measured": false
|
|
}
|