| |
1 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": true, "repeat": -1, "family": "code", "prompt": "Write a C function that computes the dot product of two floa", "ts": "2026-11-01T01:06:41", "prompt_tokens": 24, "gen_tokens": 128, "ttft_ms": 177.01141606085002, "prompt_tps": 230.10528186821946, "gen_tps": 466.2156772912158, "decode_tps_wall": 462.75139659414134, "itl_ms_p50": 2.1326669957488775, "itl_ms_p95": 2.2580419899895787, "itl_ms_p99": 2.3547919699922204, "itl_ms_mean": 2.1609875353375876, "total_s": 0.45145683304872364, "peak_mem_gb": 7.517514916, "text": "#include <arm_neon.h>\n\nfloat dot_product_neon(const float *a, const float *b, int len) {\n // TODO: Implement the dot product computation using NEON intrinsics\n // Start by loading the arrays int", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 19456, "stall_s": 0.0, "hits_device": 19456, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
2 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": true, "repeat": -1, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:06:41", "prompt_tokens": 18, "gen_tokens": 128, "ttft_ms": 18.057624925859272, "prompt_tps": 1018.8582776190254, "gen_tps": 469.84237596223863, "decode_tps_wall": 466.1974711911856, "itl_ms_p50": 2.135292044840753, "itl_ms_p95": 2.321208012290299, "itl_ms_p99": 2.483790973201394, "itl_ms_mean": 2.1450137802011033, "total_s": 0.2904743750113994, "peak_mem_gb": 3.946820152, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18688, "stall_s": 0.0, "hits_device": 18688, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
3 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": true, "repeat": -1, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:06:41", "prompt_tokens": 14, "gen_tokens": 128, "ttft_ms": 15.056625008583069, "prompt_tps": 951.0815272644511, "gen_tps": 471.993805082216, "decode_tps_wall": 468.3578763689269, "itl_ms_p50": 2.1342089166864753, "itl_ms_p95": 2.1952498937025666, "itl_ms_p99": 2.312749973498285, "itl_ms_mean": 2.135119425668198, "total_s": 0.2862167920684442, "peak_mem_gb": 3.942157336, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18176, "stall_s": 0.0, "hits_device": 18176, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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4 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": true, "repeat": -1, "family": "code", "prompt": "Write a bash script that lists the ten largest files under a", "ts": "2026-11-01T01:06:42", "prompt_tokens": 19, "gen_tokens": 128, "ttft_ms": 17.900791950523853, "prompt_tps": 1081.0708656986121, "gen_tps": 474.8688198372162, "decode_tps_wall": 471.18265088096837, "itl_ms_p50": 2.1197920432314277, "itl_ms_p95": 2.1593329729512334, "itl_ms_p99": 2.241124981082976, "itl_ms_mean": 2.12231922828717, "total_s": 0.2874353339429945, "peak_mem_gb": 3.947544744, "text": "#!/bin/bash\n\n# Specify the directory\ndir=\"/path/to/directory\"\n\n# Get the size of each file and store it in an array\nfiles=( $(ls -l \"$dir\" | awk '{print $5, $9}') )\n\n# Sort the array in descending ord", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18816, "stall_s": 0.0, "hits_device": 18816, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
5 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 0, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:06:42", "prompt_tokens": 18, "gen_tokens": 128, "ttft_ms": 17.455957946367562, "prompt_tps": 1049.404629412306, "gen_tps": 475.9746674891722, "decode_tps_wall": 472.2963634698472, "itl_ms_p50": 2.112540998496115, "itl_ms_p95": 2.163541968911886, "itl_ms_p99": 2.217415953055024, "itl_ms_mean": 2.1173146298507186, "total_s": 0.2863549159374088, "peak_mem_gb": 3.946820184, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18688, "stall_s": 0.0, "hits_device": 18688, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
6 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 0, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:06:42", "prompt_tokens": 14, "gen_tokens": 128, "ttft_ms": 14.808875042945147, "prompt_tps": 964.2066564761129, "gen_tps": 478.1214323668085, "decode_tps_wall": 474.4131310368526, "itl_ms_p50": 2.103666076436639, "itl_ms_p95": 2.180917072109878, "itl_ms_p99": 2.2453339770436287, "itl_ms_mean": 2.107867456818601, "total_s": 0.28250804205890745, "peak_mem_gb": 3.942157336, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18176, "stall_s": 0.0, "hits_device": 18176, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
7 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 0, "family": "code", "prompt": "Write a bash script that lists the ten largest files under a", "ts": "2026-11-01T01:06:43", "prompt_tokens": 19, "gen_tokens": 128, "ttft_ms": 17.075874959118664, "prompt_tps": 1131.7299072899439, "gen_tps": 476.5103798560332, "decode_tps_wall": 472.8063457683306, "itl_ms_p50": 2.10920802783221, "itl_ms_p95": 2.178249997086823, "itl_ms_p99": 2.2645830176770687, "itl_ms_mean": 2.115030834399985, "total_s": 0.28568479092791677, "peak_mem_gb": 3.947544872, "text": "#!/bin/bash\n\n# Specify the directory\ndir=\"/path/to/directory\"\n\n# Get the size of each file and store it in an array\nfiles=( $(ls -l \"$dir\" | awk '{print $5, $9}') )\n\n# Sort the array in descending ord", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18816, "stall_s": 0.0, "hits_device": 18816, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
8 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 0, "family": "code", "prompt": "Write a C function that computes the dot product of two floa", "ts": "2026-11-01T01:06:43", "prompt_tokens": 24, "gen_tokens": 128, "ttft_ms": 19.52750002965331, "prompt_tps": 1248.0093594150308, "gen_tps": 475.513603461317, "decode_tps_wall": 471.82297344730034, "itl_ms_p50": 2.11908295750618, "itl_ms_p95": 2.1637079771608114, "itl_ms_p99": 2.2033749846741557, "itl_ms_mean": 2.1194389766434165, "total_s": 0.2886962500633672, "peak_mem_gb": 3.953051704, "text": "#include <arm_neon.h>\n\nfloat dot_product_neon(const float *a, const float *b, int len) {\n // TODO: Implement the dot product computation using NEON intrinsics\n // Start by loading the arrays int", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 19456, "stall_s": 0.0, "hits_device": 19456, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
9 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 1, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:06:43", "prompt_tokens": 18, "gen_tokens": 128, "ttft_ms": 16.85104100033641, "prompt_tps": 1089.4564771153916, "gen_tps": 476.92043596219264, "decode_tps_wall": 473.26282300162484, "itl_ms_p50": 2.1063750609755516, "itl_ms_p95": 2.187625039368868, "itl_ms_p99": 2.3768749088048935, "itl_ms_mean": 2.1129908190497497, "total_s": 0.28520087501965463, "peak_mem_gb": 3.946820184, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18688, "stall_s": 0.0, "hits_device": 18688, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
10 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 1, "family": "code", "prompt": "Write a C function that computes the dot product of two floa", "ts": "2026-11-01T01:06:43", "prompt_tokens": 24, "gen_tokens": 128, "ttft_ms": 19.51162493787706, "prompt_tps": 1248.8428017209253, "gen_tps": 477.1197629427126, "decode_tps_wall": 473.4154238610723, "itl_ms_p50": 2.106957952491939, "itl_ms_p95": 2.1720000077039003, "itl_ms_p99": 2.2574999602511525, "itl_ms_mean": 2.112309717001232, "total_s": 0.28777495899703354, "peak_mem_gb": 3.953051704, "text": "#include <arm_neon.h>\n\nfloat dot_product_neon(const float *a, const float *b, int len) {\n // TODO: Implement the dot product computation using NEON intrinsics\n // Start by loading the arrays int", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 19456, "stall_s": 0.0, "hits_device": 19456, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
11 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 1, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:06:44", "prompt_tokens": 14, "gen_tokens": 128, "ttft_ms": 14.870124985463917, "prompt_tps": 959.0381777695666, "gen_tps": 478.35259781253416, "decode_tps_wall": 474.6442942785637, "itl_ms_p50": 2.0985000301152468, "itl_ms_p95": 2.1472909720614552, "itl_ms_p99": 2.3588750045746565, "itl_ms_mean": 2.106840874427768, "total_s": 0.2824389160377905, "peak_mem_gb": 3.942157336, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18176, "stall_s": 0.0, "hits_device": 18176, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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12 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 1, "family": "code", "prompt": "Write a bash script that lists the ten largest files under a", "ts": "2026-11-01T01:06:44", "prompt_tokens": 19, "gen_tokens": 128, "ttft_ms": 17.31679099611938, "prompt_tps": 1118.7630575195694, "gen_tps": 479.1576546218645, "decode_tps_wall": 475.4627365885211, "itl_ms_p50": 2.101333113387227, "itl_ms_p95": 2.1635829471051693, "itl_ms_p99": 2.2607920691370964, "itl_ms_mean": 2.103214243822914, "total_s": 0.2844249999616295, "peak_mem_gb": 3.947544744, "text": "#!/bin/bash\n\n# Specify the directory\ndir=\"/path/to/directory\"\n\n# Get the size of each file and store it in an array\nfiles=( $(ls -l \"$dir\" | awk '{print $5, $9}') )\n\n# Sort the array in descending ord", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18816, "stall_s": 0.0, "hits_device": 18816, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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13 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 2, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:06:44", "prompt_tokens": 14, "gen_tokens": 128, "ttft_ms": 15.212749945931137, "prompt_tps": 938.1543832710931, "gen_tps": 476.5166630608598, "decode_tps_wall": 472.8202076264505, "itl_ms_p50": 2.1027500042691827, "itl_ms_p95": 2.181125106289983, "itl_ms_p99": 2.491666004061699, "itl_ms_mean": 2.1149688271996308, "total_s": 0.28381379100028425, "peak_mem_gb": 3.942157336, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18176, "stall_s": 0.0, "hits_device": 18176, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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14 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 2, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:06:45", "prompt_tokens": 18, "gen_tokens": 128, "ttft_ms": 16.84241695329547, "prompt_tps": 1087.106981457429, "gen_tps": 478.2659870119669, "decode_tps_wall": 474.5576826928259, "itl_ms_p50": 2.101082936860621, "itl_ms_p95": 2.1624999353662133, "itl_ms_p99": 2.2267079912126064, "itl_ms_mean": 2.1072253942357624, "total_s": 0.2844600420212373, "peak_mem_gb": 3.946820472, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18688, "stall_s": 0.0, "hits_device": 18688, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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15 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 2, "family": "code", "prompt": "Write a bash script that lists the ten largest files under a", "ts": "2026-11-01T01:06:45", "prompt_tokens": 19, "gen_tokens": 128, "ttft_ms": 17.038708901964128, "prompt_tps": 1133.795306380973, "gen_tps": 469.16872744528797, "decode_tps_wall": 465.5192715391711, "itl_ms_p50": 2.114000031724572, "itl_ms_p95": 2.423083991743624, "itl_ms_p99": 2.631459035910666, "itl_ms_mean": 2.148138779934173, "total_s": 0.2898523339536041, "peak_mem_gb": 3.947544744, "text": "#!/bin/bash\n\n# Specify the directory\ndir=\"/path/to/directory\"\n\n# Get the size of each file and store it in an array\nfiles=( $(ls -l \"$dir\" | awk '{print $5, $9}') )\n\n# Sort the array in descending ord", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18816, "stall_s": 0.0, "hits_device": 18816, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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16 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 2, "family": "code", "prompt": "Write a C function that computes the dot product of two floa", "ts": "2026-11-01T01:06:45", "prompt_tokens": 24, "gen_tokens": 128, "ttft_ms": 19.673915929161012, "prompt_tps": 1239.170743989811, "gen_tps": 471.0410199919853, "decode_tps_wall": 467.39096932856233, "itl_ms_p50": 2.1274170139804482, "itl_ms_p95": 2.3330000694841146, "itl_ms_p99": 2.524208975955844, "itl_ms_mean": 2.1395364173094, "total_s": 0.29139504092745483, "peak_mem_gb": 3.953051704, "text": "#include <arm_neon.h>\n\nfloat dot_product_neon(const float *a, const float *b, int len) {\n // TODO: Implement the dot product computation using NEON intrinsics\n // Start by loading the arrays int", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 19456, "stall_s": 0.0, "hits_device": 19456, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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17 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": true, "repeat": -1, "family": "code", "prompt": "Write a C function that computes the dot product of two floa", "ts": "2026-11-01T01:06:47", "prompt_tokens": 24, "gen_tokens": 128, "ttft_ms": 165.26212496683002, "prompt_tps": 215.50933792523645, "gen_tps": 466.69723294333704, "decode_tps_wall": 463.25145474699633, "itl_ms_p50": 2.126040984876454, "itl_ms_p95": 2.2619590163230896, "itl_ms_p99": 2.4102909956127405, "itl_ms_mean": 2.1586548509516232, "total_s": 0.43941129103768617, "peak_mem_gb": 7.51646634, "text": "#include <arm_neon.h>\n\nfloat dot_product_neon(const float *a, const float *b, int len) {\n // TODO: Implement the dot product computation using NEON intrinsics\n // Start by loading the arrays int", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 19456, "stall_s": 0.0, "hits_device": 19456, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
18 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": true, "repeat": -1, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:06:47", "prompt_tokens": 18, "gen_tokens": 128, "ttft_ms": 18.148500006645918, "prompt_tps": 1011.309363793333, "gen_tps": 471.7557004320082, "decode_tps_wall": 468.0941172517588, "itl_ms_p50": 2.127625048160553, "itl_ms_p95": 2.199208945967257, "itl_ms_p99": 2.30004102922976, "itl_ms_mean": 2.1363225111033857, "total_s": 0.2894614589167759, "peak_mem_gb": 3.94988268, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18688, "stall_s": 0.0, "hits_device": 18688, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
19 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": true, "repeat": -1, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:06:47", "prompt_tokens": 14, "gen_tokens": 128, "ttft_ms": 15.495207975618541, "prompt_tps": 921.9194817022121, "gen_tps": 475.8443913546786, "decode_tps_wall": 472.159403329385, "itl_ms_p50": 2.1141659235581756, "itl_ms_p95": 2.1992919500917196, "itl_ms_p99": 2.228708937764168, "itl_ms_mean": 2.1179288031724024, "total_s": 0.28447216597851366, "peak_mem_gb": 3.944499772, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18176, "stall_s": 0.0, "hits_device": 18176, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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20 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": true, "repeat": -1, "family": "code", "prompt": "Write a bash script that lists the ten largest files under a", "ts": "2026-11-01T01:06:48", "prompt_tokens": 19, "gen_tokens": 128, "ttft_ms": 17.993542016483843, "prompt_tps": 1075.1775467753062, "gen_tps": 471.96269652821604, "decode_tps_wall": 468.29275502364845, "itl_ms_p50": 2.1251249127089977, "itl_ms_p95": 2.1901250584051013, "itl_ms_p99": 2.5822919560596347, "itl_ms_mean": 2.135416337904909, "total_s": 0.2891914169304073, "peak_mem_gb": 3.950787496, "text": "#!/bin/bash\n\n# Specify the directory\ndir=\"/path/to/directory\"\n\n# Get the size of each file and store it in an array\nfiles=( $(ls -l \"$dir\" | awk '{print $5, $9}') )\n\n# Sort the array in descending ord", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18816, "stall_s": 0.0, "hits_device": 18816, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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21 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 0, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:06:48", "prompt_tokens": 18, "gen_tokens": 128, "ttft_ms": 18.13204202335328, "prompt_tps": 1009.5156397962792, "gen_tps": 471.7557006344194, "decode_tps_wall": 468.10080446185657, "itl_ms_p50": 2.1292499732226133, "itl_ms_p95": 2.212124993093312, "itl_ms_p99": 2.387166954576969, "itl_ms_mean": 2.1362919919559453, "total_s": 0.28944112500175834, "peak_mem_gb": 3.949882712, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18688, "stall_s": 0.0, "hits_device": 18688, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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22 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 0, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:06:48", "prompt_tokens": 14, "gen_tokens": 128, "ttft_ms": 15.905790962278843, "prompt_tps": 896.521155995377, "gen_tps": 472.18736363415024, "decode_tps_wall": 468.51950139715996, "itl_ms_p50": 2.1322499960660934, "itl_ms_p95": 2.187957987189293, "itl_ms_p99": 2.248666947707534, "itl_ms_mean": 2.1343828741769033, "total_s": 0.2869724159827456, "peak_mem_gb": 3.944499728, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18176, "stall_s": 0.0, "hits_device": 18176, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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23 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 0, "family": "code", "prompt": "Write a bash script that lists the ten largest files under a", "ts": "2026-11-01T01:06:49", "prompt_tokens": 19, "gen_tokens": 128, "ttft_ms": 17.9117500083521, "prompt_tps": 1078.3303110189013, "gen_tps": 476.2721280273654, "decode_tps_wall": 472.58913259020215, "itl_ms_p50": 2.1143340272828937, "itl_ms_p95": 2.1598339080810547, "itl_ms_p99": 2.2200000239536166, "itl_ms_mean": 2.116002952753324, "total_s": 0.2866441250080243, "peak_mem_gb": 3.950787496, "text": "#!/bin/bash\n\n# Specify the directory\ndir=\"/path/to/directory\"\n\n# Get the size of each file and store it in an array\nfiles=( $(ls -l \"$dir\" | awk '{print $5, $9}') )\n\n# Sort the array in descending ord", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18816, "stall_s": 0.0, "hits_device": 18816, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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24 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 0, "family": "code", "prompt": "Write a C function that computes the dot product of two floa", "ts": "2026-11-01T01:06:49", "prompt_tokens": 24, "gen_tokens": 128, "ttft_ms": 20.56737500242889, "prompt_tps": 1183.7724361381604, "gen_tps": 475.2403930888485, "decode_tps_wall": 471.5498282559033, "itl_ms_p50": 2.115415991283953, "itl_ms_p95": 2.222833107225597, "itl_ms_p99": 2.2980840876698494, "itl_ms_mean": 2.1206666614610965, "total_s": 0.28989204100798815, "peak_mem_gb": 3.957195576, "text": "#include <arm_neon.h>\n\nfloat dot_product_neon(const float *a, const float *b, int len) {\n // TODO: Implement the dot product computation using NEON intrinsics\n // Start by loading the arrays int", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 19456, "stall_s": 0.0, "hits_device": 19456, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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25 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 1, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:06:49", "prompt_tokens": 18, "gen_tokens": 128, "ttft_ms": 17.71008304785937, "prompt_tps": 1034.0593304317879, "gen_tps": 475.94111353822353, "decode_tps_wall": 472.24118883134906, "itl_ms_p50": 2.105583087541163, "itl_ms_p95": 2.188208978623152, "itl_ms_p99": 2.348250010982156, "itl_ms_mean": 2.1175620078263204, "total_s": 0.28664045804180205, "peak_mem_gb": 3.949884344, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18688, "stall_s": 0.0, "hits_device": 18688, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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26 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 1, "family": "code", "prompt": "Write a C function that computes the dot product of two floa", "ts": "2026-11-01T01:06:49", "prompt_tokens": 24, "gen_tokens": 128, "ttft_ms": 20.444083958864212, "prompt_tps": 1191.2147922407296, "gen_tps": 476.044147655217, "decode_tps_wall": 472.35996799441875, "itl_ms_p50": 2.1111670648679137, "itl_ms_p95": 2.1552909165620804, "itl_ms_p99": 2.2996250772848725, "itl_ms_mean": 2.1170295278109084, "total_s": 0.28930683399084955, "peak_mem_gb": 3.957195576, "text": "#include <arm_neon.h>\n\nfloat dot_product_neon(const float *a, const float *b, int len) {\n // TODO: Implement the dot product computation using NEON intrinsics\n // Start by loading the arrays int", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 19456, "stall_s": 0.0, "hits_device": 19456, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
27 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 1, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:06:50", "prompt_tokens": 14, "gen_tokens": 128, "ttft_ms": 15.510457917116582, "prompt_tps": 919.3489966337015, "gen_tps": 476.5911815968909, "decode_tps_wall": 472.88446578718145, "itl_ms_p50": 2.1106250351294875, "itl_ms_p95": 2.151083084754646, "itl_ms_p99": 2.260874956846237, "itl_ms_mean": 2.1146814335196273, "total_s": 0.28407499997410923, "peak_mem_gb": 3.944499728, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18176, "stall_s": 0.0, "hits_device": 18176, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
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28 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 1, "family": "code", "prompt": "Write a bash script that lists the ten largest files under a", "ts": "2026-11-01T01:06:50", "prompt_tokens": 19, "gen_tokens": 128, "ttft_ms": 18.18541600368917, "prompt_tps": 1062.0928524810645, "gen_tps": 476.3654803094771, "decode_tps_wall": 472.6674026330318, "itl_ms_p50": 2.1097909193485975, "itl_ms_p95": 2.2012500558048487, "itl_ms_p99": 2.3141249548643827, "itl_ms_mean": 2.1156525591344346, "total_s": 0.28687329101376235, "peak_mem_gb": 3.950787496, "text": "#!/bin/bash\n\n# Specify the directory\ndir=\"/path/to/directory\"\n\n# Get the size of each file and store it in an array\nfiles=( $(ls -l \"$dir\" | awk '{print $5, $9}') )\n\n# Sort the array in descending ord", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18816, "stall_s": 0.0, "hits_device": 18816, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
29 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 2, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:06:50", "prompt_tokens": 14, "gen_tokens": 128, "ttft_ms": 15.221082954667509, "prompt_tps": 936.5096616277453, "gen_tps": 476.20051576548343, "decode_tps_wall": 472.5058340647698, "itl_ms_p50": 2.114500035531819, "itl_ms_p95": 2.167958067730069, "itl_ms_p99": 2.2459999890998006, "itl_ms_mean": 2.1163759850273567, "total_s": 0.28400083305314183, "peak_mem_gb": 3.944499728, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18176, "stall_s": 0.0, "hits_device": 18176, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
30 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 2, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:06:51", "prompt_tokens": 18, "gen_tokens": 128, "ttft_ms": 17.722124932333827, "prompt_tps": 1033.3198028312963, "gen_tps": 474.6774560435246, "decode_tps_wall": 471.0001864370686, "itl_ms_p50": 2.117958036251366, "itl_ms_p95": 2.1828749449923635, "itl_ms_p99": 2.2671250626444817, "itl_ms_mean": 2.1231414101225887, "total_s": 0.2873610840179026, "peak_mem_gb": 3.949882712, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18688, "stall_s": 0.0, "hits_device": 18688, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
31 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 2, "family": "code", "prompt": "Write a bash script that lists the ten largest files under a", "ts": "2026-11-01T01:06:51", "prompt_tokens": 19, "gen_tokens": 128, "ttft_ms": 18.543249927461147, "prompt_tps": 1041.6309726034099, "gen_tps": 472.5988794256199, "decode_tps_wall": 468.92408688751465, "itl_ms_p50": 2.126542036421597, "itl_ms_p95": 2.1929580252617598, "itl_ms_p99": 2.2500839550048113, "itl_ms_mean": 2.1325413387004786, "total_s": 0.2893759999424219, "peak_mem_gb": 3.950787496, "text": "#!/bin/bash\n\n# Specify the directory\ndir=\"/path/to/directory\"\n\n# Get the size of each file and store it in an array\nfiles=( $(ls -l \"$dir\" | awk '{print $5, $9}') )\n\n# Sort the array in descending ord", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 18816, "stall_s": 0.0, "hits_device": 18816, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
32 | +{"backend": "titan", "capacity": 64, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": false, "max_tokens": 128, "split": "heldout", "tag": "h4", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 64 --fused-upgate --families general,code --split heldout --repeats 3 --max-tokens 128 --tag h4 --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 2, "family": "code", "prompt": "Write a C function that computes the dot product of two floa", "ts": "2026-11-01T01:06:51", "prompt_tokens": 24, "gen_tokens": 128, "ttft_ms": 21.326875081285834, "prompt_tps": 1142.723392916591, "gen_tps": 474.49350346893976, "decode_tps_wall": 470.8273938883396, "itl_ms_p50": 2.1198750473558903, "itl_ms_p95": 2.1884170128032565, "itl_ms_p99": 2.318000071682036, "itl_ms_mean": 2.1239205980380103, "total_s": 0.29106479103211313, "peak_mem_gb": 3.957195576, "text": "#include <arm_neon.h>\n\nfloat dot_product_neon(const float *a, const float *b, int len) {\n // TODO: Implement the dot product computation using NEON intrinsics\n // Start by loading the arrays int", "cache_hit_rate": 1.0, "cache_misses": 0, "cache_hits": 19456, "stall_s": 0.0, "hits_device": 19456, "layers_complete": 16, "prefetch": null, "host_time_s": {"sync": 0.0, "prefetch": 0.0, "ensure": 0.0, "build": 0.0}, "ssd_bytes": 0, "ssd_read_s": 0.0} |
| |
33 | +{"backend": "titan", "capacity": 16, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": true, "max_tokens": 64, "split": "heldout", "tag": "h4cold", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 16 --nocache --families general --split heldout --repeats 2 --max-tokens 64 --tag h4cold --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": true, "repeat": -1, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:06:56", "prompt_tokens": 18, "gen_tokens": 64, "ttft_ms": 509.02408303227276, "prompt_tps": 35.73834471353411, "gen_tps": 34.89829624574833, "decode_tps_wall": 34.35433804273914, "itl_ms_p50": 28.902916936203837, "itl_ms_p95": 36.63920809049159, "itl_ms_p99": 37.38491702824831, "itl_ms_mean": 29.10840542920466, "total_s": 2.3428536250721663, "peak_mem_gb": 1.828940896, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 0.4996987346856799, "cache_misses": 4982, "cache_hits": 4976, "stall_s": 1.289125535171479, "hits_device": 0, "layers_complete": 0, "prefetch": null, "host_time_s": {"sync": 0.9331700016045943, "prefetch": 0.0, "ensure": 1.3245696239173412, "build": 0.015016207005828619}, "ssd_bytes": 17631019008, "ssd_read_s": 3.3432891925331205} |
| |
34 | +{"backend": "titan", "capacity": 16, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": true, "max_tokens": 64, "split": "heldout", "tag": "h4cold", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 16 --nocache --families general --split heldout --repeats 2 --max-tokens 64 --tag h4cold --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": true, "repeat": -1, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:06:59", "prompt_tokens": 14, "gen_tokens": 64, "ttft_ms": 338.20858399849385, "prompt_tps": 41.43426177469012, "gen_tps": 34.82523491580805, "decode_tps_wall": 34.28125229409495, "itl_ms_p50": 29.31591705419123, "itl_ms_p95": 35.23450007196516, "itl_ms_p99": 40.71616707369685, "itl_ms_mean": 29.170462952202392, "total_s": 2.1759477499872446, "peak_mem_gb": 1.747773596, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 0.4795243019648397, "cache_misses": 5033, "cache_hits": 4637, "stall_s": 1.177383731934242, "hits_device": 0, "layers_complete": 0, "prefetch": null, "host_time_s": {"sync": 0.8922600832302123, "prefetch": 0.0, "ensure": 1.2113585822517052, "build": 0.013373404275625944}, "ssd_bytes": 17811505152, "ssd_read_s": 3.020757145364769} |
| |
35 | +{"backend": "titan", "capacity": 16, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": true, "max_tokens": 64, "split": "heldout", "tag": "h4cold", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 16 --nocache --families general --split heldout --repeats 2 --max-tokens 64 --tag h4cold --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 0, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:07:01", "prompt_tokens": 18, "gen_tokens": 64, "ttft_ms": 363.73324994929135, "prompt_tps": 49.5288965429815, "gen_tps": 35.49684771325741, "decode_tps_wall": 34.94240650851872, "itl_ms_p50": 28.25116692110896, "itl_ms_p95": 35.710333031602204, "itl_ms_p99": 36.618457990698516, "itl_ms_mean": 28.618521158701725, "total_s": 2.1667000829475, "peak_mem_gb": 1.814131816, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 0.5051215103434424, "cache_misses": 4928, "cache_hits": 5030, "stall_s": 1.1643402928020805, "hits_device": 0, "layers_complete": 0, "prefetch": null, "host_time_s": {"sync": 0.8979050103807822, "prefetch": 0.0, "ensure": 1.1978196839336306, "build": 0.013060825411230326}, "ssd_bytes": 17439916032, "ssd_read_s": 2.947904617409222} |
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36 | +{"backend": "titan", "capacity": 16, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": true, "max_tokens": 64, "split": "heldout", "tag": "h4cold", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 16 --nocache --families general --split heldout --repeats 2 --max-tokens 64 --tag h4cold --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 0, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:07:03", "prompt_tokens": 14, "gen_tokens": 64, "ttft_ms": 333.8422499364242, "prompt_tps": 41.97274403131517, "gen_tps": 34.74805813357175, "decode_tps_wall": 34.205311643181, "itl_ms_p50": 29.274958069436252, "itl_ms_p95": 36.77858307491988, "itl_ms_p99": 42.29045799002051, "itl_ms_mean": 29.235225523792444, "total_s": 2.175661457935348, "peak_mem_gb": 1.747773596, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 0.4795243019648397, "cache_misses": 5033, "cache_hits": 4637, "stall_s": 1.1736370454309508, "hits_device": 0, "layers_complete": 0, "prefetch": null, "host_time_s": {"sync": 0.8943086207145825, "prefetch": 0.0, "ensure": 1.2081806826172397, "build": 0.013545182067900896}, "ssd_bytes": 17811505152, "ssd_read_s": 3.007352648768574} |
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37 | +{"backend": "titan", "capacity": 16, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": true, "max_tokens": 64, "split": "heldout", "tag": "h4cold", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 16 --nocache --families general --split heldout --repeats 2 --max-tokens 64 --tag h4cold --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 1, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:07:05", "prompt_tokens": 14, "gen_tokens": 64, "ttft_ms": 328.8465840741992, "prompt_tps": 42.61085317189406, "gen_tps": 34.12741716795578, "decode_tps_wall": 33.59438078040125, "itl_ms_p50": 29.65670800767839, "itl_ms_p95": 37.19250007998198, "itl_ms_p99": 38.557250052690506, "itl_ms_mean": 29.766882936071074, "total_s": 2.2041602090466768, "peak_mem_gb": 1.742956696, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 0.4792140641158221, "cache_misses": 5036, "cache_hits": 4634, "stall_s": 1.1849162945291027, "hits_device": 0, "layers_complete": 0, "prefetch": null, "host_time_s": {"sync": 0.9102242069784552, "prefetch": 0.0, "ensure": 1.2197378674754873, "build": 0.013878854690119624}, "ssd_bytes": 17822121984, "ssd_read_s": 3.036324087763205} |
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38 | +{"backend": "titan", "capacity": 16, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": false, "nocache": true, "max_tokens": 64, "split": "heldout", "tag": "h4cold", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 16 --nocache --families general --split heldout --repeats 2 --max-tokens 64 --tag h4cold --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 1, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:07:07", "prompt_tokens": 18, "gen_tokens": 64, "ttft_ms": 361.56574997585267, "prompt_tps": 49.82421394186189, "gen_tps": 35.22362345077841, "decode_tps_wall": 34.673477778472595, "itl_ms_p50": 28.222166933119297, "itl_ms_p95": 37.02070808503777, "itl_ms_p99": 37.528582965023816, "itl_ms_mean": 28.84048742929562, "total_s": 2.178516458021477, "peak_mem_gb": 1.832236648, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 0.5051215103434424, "cache_misses": 4928, "cache_hits": 5030, "stall_s": 1.1694396163802594, "hits_device": 0, "layers_complete": 0, "prefetch": null, "host_time_s": {"sync": 0.9005625589052215, "prefetch": 0.0, "ensure": 1.2035732921212912, "build": 0.01388121210038662}, "ssd_bytes": 17439916032, "ssd_read_s": 2.9596585909603164} |
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39 | +{"backend": "titan", "capacity": 16, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": true, "max_tokens": 64, "split": "heldout", "tag": "h4cold", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 16 --nocache --fused-upgate --families general --split heldout --repeats 2 --max-tokens 64 --tag h4cold --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": true, "repeat": -1, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:08:03", "prompt_tokens": 18, "gen_tokens": 64, "ttft_ms": 496.6653750743717, "prompt_tps": 36.60443683584032, "gen_tps": 36.22008939782116, "decode_tps_wall": 35.65540495649015, "itl_ms_p50": 27.774208108894527, "itl_ms_p95": 35.333832958713174, "itl_ms_p99": 36.814124905504286, "itl_ms_mean": 28.046238746139267, "total_s": 2.2635784160811454, "peak_mem_gb": 1.864003244, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 0.4996987346856799, "cache_misses": 4982, "cache_hits": 4976, "stall_s": 1.2166888730134815, "hits_device": 0, "layers_complete": 0, "prefetch": null, "host_time_s": {"sync": 0.9257144854636863, "prefetch": 0.0, "ensure": 1.2605141607346013, "build": 0.015654621878638864}, "ssd_bytes": 17631019008, "ssd_read_s": 3.189087452017702} |
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40 | +{"backend": "titan", "capacity": 16, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": true, "max_tokens": 64, "split": "heldout", "tag": "h4cold", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 16 --nocache --fused-upgate --families general --split heldout --repeats 2 --max-tokens 64 --tag h4cold --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": true, "repeat": -1, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:08:05", "prompt_tokens": 14, "gen_tokens": 64, "ttft_ms": 326.541083981283, "prompt_tps": 42.91268303949574, "gen_tps": 35.87484164722787, "decode_tps_wall": 35.31447211732052, "itl_ms_p50": 28.75645796302706, "itl_ms_p95": 34.86720798537135, "itl_ms_p99": 37.19612490385771, "itl_ms_mean": 28.317002635005686, "total_s": 2.110512249986641, "peak_mem_gb": 1.746725032, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 0.4795243019648397, "cache_misses": 5033, "cache_hits": 4637, "stall_s": 1.0981717519462109, "hits_device": 0, "layers_complete": 0, "prefetch": null, "host_time_s": {"sync": 0.9042589163873345, "prefetch": 0.0, "ensure": 1.140350486151874, "build": 0.014142651460133493}, "ssd_bytes": 17811505152, "ssd_read_s": 2.8360282777575776} |
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41 | +{"backend": "titan", "capacity": 16, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": true, "max_tokens": 64, "split": "heldout", "tag": "h4cold", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 16 --nocache --fused-upgate --families general --split heldout --repeats 2 --max-tokens 64 --tag h4cold --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 0, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:08:07", "prompt_tokens": 18, "gen_tokens": 64, "ttft_ms": 357.7941249823198, "prompt_tps": 50.34766699855101, "gen_tps": 36.7122725819878, "decode_tps_wall": 36.13883851977796, "itl_ms_p50": 27.232249965891242, "itl_ms_p95": 34.15624995250255, "itl_ms_p99": 35.93637503217906, "itl_ms_mean": 27.67106085749609, "total_s": 2.1010709590045735, "peak_mem_gb": 1.867658592, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 0.5051215103434424, "cache_misses": 4928, "cache_hits": 5030, "stall_s": 1.0908377423183993, "hits_device": 0, "layers_complete": 0, "prefetch": null, "host_time_s": {"sync": 0.9000721363117918, "prefetch": 0.0, "ensure": 1.1332209592219442, "build": 0.014746330329217017}, "ssd_bytes": 17439916032, "ssd_read_s": 2.7703513847664} |
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42 | +{"backend": "titan", "capacity": 16, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": true, "max_tokens": 64, "split": "heldout", "tag": "h4cold", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 16 --nocache --fused-upgate --families general --split heldout --repeats 2 --max-tokens 64 --tag h4cold --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 0, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:08:09", "prompt_tokens": 14, "gen_tokens": 64, "ttft_ms": 325.9598339209333, "prompt_tps": 42.985402656967416, "gen_tps": 35.731574910456565, "decode_tps_wall": 35.17345480358964, "itl_ms_p50": 28.474542079493403, "itl_ms_p95": 35.25049996096641, "itl_ms_p99": 39.2254579346627, "itl_ms_mean": 28.430531080442645, "total_s": 2.11708329198882, "peak_mem_gb": 1.746921672, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 0.4795243019648397, "cache_misses": 5033, "cache_hits": 4637, "stall_s": 1.099285450996831, "hits_device": 0, "layers_complete": 0, "prefetch": null, "host_time_s": {"sync": 0.9104035201016814, "prefetch": 0.0, "ensure": 1.1411683596670628, "build": 0.01404361822642386}, "ssd_bytes": 17811505152, "ssd_read_s": 2.845907957991585} |
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43 | +{"backend": "titan", "capacity": 16, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": true, "max_tokens": 64, "split": "heldout", "tag": "h4cold", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 16 --nocache --fused-upgate --families general --split heldout --repeats 2 --max-tokens 64 --tag h4cold --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 1, "family": "general", "prompt": "Summarize the history of the Rideau Canal in one paragraph.", "ts": "2026-11-01T01:08:11", "prompt_tokens": 14, "gen_tokens": 64, "ttft_ms": 323.81104200612754, "prompt_tps": 43.27260405592269, "gen_tps": 35.924731226734686, "decode_tps_wall": 35.36358597500653, "itl_ms_p50": 28.364958008751273, "itl_ms_p95": 34.81895907316357, "itl_ms_p99": 38.616125006228685, "itl_ms_mean": 28.27767525348694, "total_s": 2.105304582975805, "peak_mem_gb": 1.750263976, "text": "\n\nThe Rideau Canal, officially opened in 1832, was constructed by the British to connect Ottawa to Montreal via the Ottawa River. It was designed by Colonel John By and took approximately three years ", "cache_hit_rate": 0.4792140641158221, "cache_misses": 5036, "cache_hits": 4634, "stall_s": 1.0977567087393254, "hits_device": 0, "layers_complete": 0, "prefetch": null, "host_time_s": {"sync": 0.8991949737537652, "prefetch": 0.0, "ensure": 1.1402043325360864, "build": 0.014210376655682921}, "ssd_bytes": 17822121984, "ssd_read_s": 2.8345919138519093} |
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44 | +{"backend": "titan", "capacity": 16, "policy": "lru", "predictor": "none", "m": 8, "prefetch_workers": 2, "fused_upgate": true, "nocache": true, "max_tokens": 64, "split": "heldout", "tag": "h4cold", "model": "/Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b", "cmd": "benchmarks/scripts/bench_decode.py --model /Users/simon-pierreboucher/.cache/huggingface/hub/models--mlx-community--OLMoE-1B-7B-0125-Instruct-4bit/snapshots/e23844197887b031e7ddddbb0b8959c5a6853a7b --backend titan --capacity 16 --nocache --fused-upgate --families general --split heldout --repeats 2 --max-tokens 64 --tag h4cold --out benchmarks/raw/gateD/fused_upgate_laptop.jsonl", "env": {"host": "MacBookPro-de-simon-pierre-2.local", "chip": "Apple M5 Max", "ram_gb": 48, "macos": "27.0", "python": "3.12.13", "mlx": "0.32.4", "mlx_lm": "0.32.2", "numpy": "2.5.4", "git": "cace064"}, "seed": 0, "warmup": false, "repeat": 1, "family": "general", "prompt": "Describe the main differences between a Mac Studio and a Mac", "ts": "2026-11-01T01:08:13", "prompt_tokens": 18, "gen_tokens": 64, "ttft_ms": 359.2430839780718, "prompt_tps": 50.14400731279152, "gen_tps": 35.97011866523369, "decode_tps_wall": 35.40823316488809, "itl_ms_p50": 27.99212501849979, "itl_ms_p95": 35.15383298508823, "itl_ms_p99": 40.49487505108118, "itl_ms_mean": 28.24201917512313, "total_s": 2.138490292010829, "peak_mem_gb": 1.800156184, "text": "\n\nMac Studio:\n- More powerful hardware options, including multiple GPUs and more RAM.\n- Higher-end CPU options, often with more cores and higher clock speeds.\n- Larger display with a higher resolution", "cache_hit_rate": 0.5051215103434424, "cache_misses": 4928, "cache_hits": 5030, "stall_s": 1.1093230979749933, "hits_device": 0, "layers_complete": 0, "prefetch": null, "host_time_s": {"sync": 0.9151322448160499, "prefetch": 0.0, "ensure": 1.1527090076124296, "build": 0.015740668051876128}, "ssd_bytes": 17439916032, "ssd_read_s": 2.80652693961747} |