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benches : update

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Georgi Gerganov 2026-05-25 13:05:30 +03:00
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@ -111,61 +111,61 @@ make -j && ./scripts/bench-all.sh 1 1 0
| CPU | Config | Model | Th | FA | Enc. | Dec. | Bch5 | PP | Commit |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| M2 ULTRA | METAL | tiny | 1 | 0 | 8.57 | 1.12 | 0.27 | 0.01 | f5b477ab |
| M2 ULTRA | METAL | tiny-q5_0 | 1 | 0 | 9.17 | 1.10 | 0.28 | 0.01 | f5b477ab |
| M2 ULTRA | METAL | tiny-q5_1 | 1 | 0 | 9.16 | 1.09 | 0.28 | 0.01 | f5b477ab |
| M2 ULTRA | METAL | tiny-q8_0 | 1 | 0 | 8.81 | 1.12 | 0.27 | 0.01 | f5b477ab |
| M2 ULTRA | METAL | base | 1 | 0 | 15.60 | 1.61 | 0.41 | 0.02 | f5b477ab |
| M2 ULTRA | METAL | base-q5_0 | 1 | 0 | 16.75 | 1.54 | 0.42 | 0.02 | f5b477ab |
| M2 ULTRA | METAL | base-q5_1 | 1 | 0 | 16.64 | 1.54 | 0.43 | 0.02 | f5b477ab |
| M2 ULTRA | METAL | base-q8_0 | 1 | 0 | 16.09 | 1.55 | 0.41 | 0.02 | f5b477ab |
| M2 ULTRA | METAL | small | 1 | 0 | 46.74 | 3.13 | 0.89 | 0.05 | f5b477ab |
| M2 ULTRA | METAL | small-q5_0 | 1 | 0 | 51.57 | 3.03 | 0.91 | 0.06 | f5b477ab |
| M2 ULTRA | METAL | small-q5_1 | 1 | 0 | 51.85 | 3.03 | 0.92 | 0.06 | f5b477ab |
| M2 ULTRA | METAL | small-q8_0 | 1 | 0 | 48.34 | 3.01 | 0.89 | 0.06 | f5b477ab |
| M2 ULTRA | METAL | medium | 1 | 0 | 125.82 | 6.46 | 2.01 | 0.12 | f5b477ab |
| M2 ULTRA | METAL | medium-q5_0 | 1 | 0 | 143.44 | 5.97 | 2.07 | 0.14 | f5b477ab |
| M2 ULTRA | METAL | medium-q5_1 | 1 | 0 | 143.41 | 5.97 | 2.09 | 0.14 | f5b477ab |
| M2 ULTRA | METAL | medium-q8_0 | 1 | 0 | 131.23 | 6.30 | 2.01 | 0.13 | f5b477ab |
| M2 ULTRA | METAL | medium-dis | 1 | 0 | 114.07 | 0.90 | 0.25 | 0.02 | f5b477ab |
| M2 ULTRA | METAL | large-v2 | 1 | 0 | 240.73 | 9.46 | 3.21 | 0.21 | f5b477ab |
| M2 ULTRA | METAL | large-v2-q5_0 | 1 | 0 | 276.56 | 8.62 | 3.16 | 0.25 | f5b477ab |
| M2 ULTRA | METAL | large-v2-q5_1 | 1 | 0 | 275.90 | 8.98 | 3.16 | 0.25 | f5b477ab |
| M2 ULTRA | METAL | large-v2-q8_0 | 1 | 0 | 251.00 | 9.10 | 3.02 | 0.22 | f5b477ab |
| M2 ULTRA | METAL | large-v2-dis | 1 | 0 | 217.43 | 1.01 | 0.28 | 0.02 | f5b477ab |
| M2 ULTRA | METAL | large-v3-turbo | 1 | 0 | 218.39 | 1.55 | 0.47 | 0.03 | f5b477ab |
| M2 ULTRA | METAL | large-v3-turbo-q5_0 | 1 | 0 | 249.41 | 1.39 | 0.47 | 0.04 | f5b477ab |
| M2 ULTRA | METAL | large-v3-turbo-q8_0 | 1 | 0 | 227.54 | 1.43 | 0.45 | 0.03 | f5b477ab |
| M2 ULTRA | METAL | tiny | 1 | 0 | 8.10 | 1.03 | 0.25 | 0.01 | f14ae77f |
| M2 ULTRA | METAL | tiny-q5_0 | 1 | 0 | 8.53 | 1.02 | 0.26 | 0.01 | f14ae77f |
| M2 ULTRA | METAL | tiny-q5_1 | 1 | 0 | 8.67 | 1.00 | 0.26 | 0.01 | f14ae77f |
| M2 ULTRA | METAL | tiny-q8_0 | 1 | 0 | 9.32 | 1.02 | 0.26 | 0.01 | f14ae77f |
| M2 ULTRA | METAL | base | 1 | 0 | 15.50 | 1.51 | 0.40 | 0.02 | f14ae77f |
| M2 ULTRA | METAL | base-q5_0 | 1 | 0 | 16.63 | 1.45 | 0.40 | 0.02 | f14ae77f |
| M2 ULTRA | METAL | base-q5_1 | 1 | 0 | 16.76 | 1.44 | 0.39 | 0.02 | f14ae77f |
| M2 ULTRA | METAL | base-q8_0 | 1 | 0 | 15.73 | 1.43 | 0.38 | 0.02 | f14ae77f |
| M2 ULTRA | METAL | small | 1 | 0 | 45.43 | 2.93 | 0.83 | 0.05 | f14ae77f |
| M2 ULTRA | METAL | small-q5_0 | 1 | 0 | 49.78 | 2.85 | 0.84 | 0.06 | f14ae77f |
| M2 ULTRA | METAL | small-q5_1 | 1 | 0 | 50.22 | 2.85 | 0.84 | 0.06 | f14ae77f |
| M2 ULTRA | METAL | small-q8_0 | 1 | 0 | 47.08 | 2.78 | 0.83 | 0.05 | f14ae77f |
| M2 ULTRA | METAL | medium | 1 | 0 | 125.19 | 6.10 | 1.88 | 0.12 | f14ae77f |
| M2 ULTRA | METAL | medium-q5_0 | 1 | 0 | 142.49 | 5.59 | 1.90 | 0.14 | f14ae77f |
| M2 ULTRA | METAL | medium-q5_1 | 1 | 0 | 142.63 | 5.68 | 1.92 | 0.14 | f14ae77f |
| M2 ULTRA | METAL | medium-q8_0 | 1 | 0 | 130.98 | 5.83 | 1.87 | 0.13 | f14ae77f |
| M2 ULTRA | METAL | medium-dis | 1 | 0 | 113.95 | 0.88 | 0.24 | 0.02 | f14ae77f |
| M2 ULTRA | METAL | large-v2 | 1 | 0 | 239.27 | 8.97 | 2.92 | 0.21 | f14ae77f |
| M2 ULTRA | METAL | large-v2-q5_0 | 1 | 0 | 275.07 | 8.56 | 2.92 | 0.24 | f14ae77f |
| M2 ULTRA | METAL | large-v2-q5_1 | 1 | 0 | 274.28 | 8.62 | 2.93 | 0.24 | f14ae77f |
| M2 ULTRA | METAL | large-v2-q8_0 | 1 | 0 | 248.90 | 8.32 | 2.81 | 0.22 | f14ae77f |
| M2 ULTRA | METAL | large-v2-dis | 1 | 0 | 214.26 | 0.97 | 0.27 | 0.02 | f14ae77f |
| M2 ULTRA | METAL | large-v3-turbo | 1 | 0 | 222.47 | 1.49 | 0.45 | 0.03 | f14ae77f |
| M2 ULTRA | METAL | large-v3-turbo-q5_0 | 1 | 0 | 250.56 | 1.35 | 0.45 | 0.04 | f14ae77f |
| M2 ULTRA | METAL | large-v3-turbo-q8_0 | 1 | 0 | 228.57 | 1.33 | 0.43 | 0.03 | f14ae77f |
make -j && ./scripts/bench-all.sh 1 1 1
| CPU | Config | Model | Th | FA | Enc. | Dec. | Bch5 | PP | Commit |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| M2 ULTRA | METAL | tiny | 1 | 1 | 6.06 | 0.96 | 0.22 | 0.01 | f5b477ab |
| M2 ULTRA | METAL | tiny-q5_0 | 1 | 1 | 6.51 | 0.93 | 0.22 | 0.01 | f5b477ab |
| M2 ULTRA | METAL | tiny-q5_1 | 1 | 1 | 6.47 | 0.93 | 0.23 | 0.01 | f5b477ab |
| M2 ULTRA | METAL | tiny-q8_0 | 1 | 1 | 6.16 | 0.94 | 0.21 | 0.01 | f5b477ab |
| M2 ULTRA | METAL | base | 1 | 1 | 10.63 | 1.37 | 0.32 | 0.01 | f5b477ab |
| M2 ULTRA | METAL | base-q5_0 | 1 | 1 | 11.75 | 1.27 | 0.33 | 0.02 | f5b477ab |
| M2 ULTRA | METAL | base-q5_1 | 1 | 1 | 11.73 | 1.25 | 0.33 | 0.02 | f5b477ab |
| M2 ULTRA | METAL | base-q8_0 | 1 | 1 | 11.17 | 1.28 | 0.32 | 0.02 | f5b477ab |
| M2 ULTRA | METAL | small | 1 | 1 | 31.74 | 2.55 | 0.67 | 0.04 | f5b477ab |
| M2 ULTRA | METAL | small-q5_0 | 1 | 1 | 36.21 | 2.47 | 0.69 | 0.04 | f5b477ab |
| M2 ULTRA | METAL | small-q5_1 | 1 | 1 | 36.22 | 2.47 | 0.70 | 0.04 | f5b477ab |
| M2 ULTRA | METAL | small-q8_0 | 1 | 1 | 32.73 | 2.45 | 0.66 | 0.04 | f5b477ab |
| M2 ULTRA | METAL | medium | 1 | 1 | 86.94 | 5.21 | 1.49 | 0.09 | f5b477ab |
| M2 ULTRA | METAL | medium-q5_0 | 1 | 1 | 104.31 | 4.93 | 1.51 | 0.10 | f5b477ab |
| M2 ULTRA | METAL | medium-q5_1 | 1 | 1 | 104.09 | 4.98 | 1.51 | 0.10 | f5b477ab |
| M2 ULTRA | METAL | medium-q8_0 | 1 | 1 | 92.13 | 5.06 | 1.45 | 0.09 | f5b477ab |
| M2 ULTRA | METAL | medium-dis | 1 | 1 | 76.67 | 0.81 | 0.20 | 0.01 | f5b477ab |
| M2 ULTRA | METAL | large-v2 | 1 | 1 | 167.66 | 7.56 | 2.25 | 0.16 | f5b477ab |
| M2 ULTRA | METAL | large-v2-q5_0 | 1 | 1 | 203.09 | 7.13 | 2.29 | 0.20 | f5b477ab |
| M2 ULTRA | METAL | large-v2-q5_1 | 1 | 1 | 202.53 | 7.12 | 2.29 | 0.20 | f5b477ab |
| M2 ULTRA | METAL | large-v2-q8_0 | 1 | 1 | 177.48 | 6.94 | 2.18 | 0.17 | f5b477ab |
| M2 ULTRA | METAL | large-v2-dis | 1 | 1 | 145.61 | 0.91 | 0.23 | 0.02 | f5b477ab |
| M2 ULTRA | METAL | large-v3-turbo | 1 | 1 | 146.95 | 1.33 | 0.36 | 0.03 | f5b477ab |
| M2 ULTRA | METAL | large-v3-turbo-q5_0 | 1 | 1 | 178.57 | 1.17 | 0.36 | 0.03 | f5b477ab |
| M2 ULTRA | METAL | large-v3-turbo-q8_0 | 1 | 1 | 156.19 | 1.21 | 0.34 | 0.03 | f5b477ab |
| M2 ULTRA | METAL | tiny | 1 | 1 | 6.03 | 0.86 | 0.20 | 0.01 | f14ae77f |
| M2 ULTRA | METAL | tiny-q5_0 | 1 | 1 | 6.46 | 0.84 | 0.21 | 0.01 | f14ae77f |
| M2 ULTRA | METAL | tiny-q5_1 | 1 | 1 | 6.46 | 0.85 | 0.21 | 0.01 | f14ae77f |
| M2 ULTRA | METAL | tiny-q8_0 | 1 | 1 | 6.14 | 0.88 | 0.20 | 0.01 | f14ae77f |
| M2 ULTRA | METAL | base | 1 | 1 | 10.87 | 1.24 | 0.31 | 0.01 | f14ae77f |
| M2 ULTRA | METAL | base-q5_0 | 1 | 1 | 11.98 | 1.18 | 0.31 | 0.02 | f14ae77f |
| M2 ULTRA | METAL | base-q5_1 | 1 | 1 | 12.07 | 1.18 | 0.31 | 0.02 | f14ae77f |
| M2 ULTRA | METAL | base-q8_0 | 1 | 1 | 11.13 | 1.19 | 0.30 | 0.02 | f14ae77f |
| M2 ULTRA | METAL | small | 1 | 1 | 31.46 | 2.37 | 0.63 | 0.04 | f14ae77f |
| M2 ULTRA | METAL | small-q5_0 | 1 | 1 | 36.16 | 2.31 | 0.65 | 0.04 | f14ae77f |
| M2 ULTRA | METAL | small-q5_1 | 1 | 1 | 36.57 | 2.31 | 0.65 | 0.04 | f14ae77f |
| M2 ULTRA | METAL | small-q8_0 | 1 | 1 | 32.94 | 2.27 | 0.63 | 0.04 | f14ae77f |
| M2 ULTRA | METAL | medium | 1 | 1 | 89.86 | 4.92 | 1.41 | 0.09 | f14ae77f |
| M2 ULTRA | METAL | medium-q5_0 | 1 | 1 | 107.12 | 4.72 | 1.42 | 0.10 | f14ae77f |
| M2 ULTRA | METAL | medium-q5_1 | 1 | 1 | 107.00 | 4.70 | 1.42 | 0.10 | f14ae77f |
| M2 ULTRA | METAL | medium-q8_0 | 1 | 1 | 94.93 | 4.56 | 1.37 | 0.09 | f14ae77f |
| M2 ULTRA | METAL | medium-dis | 1 | 1 | 79.66 | 0.78 | 0.20 | 0.01 | f14ae77f |
| M2 ULTRA | METAL | large-v2 | 1 | 1 | 170.06 | 7.13 | 2.15 | 0.16 | f14ae77f |
| M2 ULTRA | METAL | large-v2-q5_0 | 1 | 1 | 205.16 | 6.80 | 2.18 | 0.20 | f14ae77f |
| M2 ULTRA | METAL | large-v2-q5_1 | 1 | 1 | 204.22 | 6.69 | 2.16 | 0.20 | f14ae77f |
| M2 ULTRA | METAL | large-v2-q8_0 | 1 | 1 | 179.78 | 6.35 | 2.13 | 0.18 | f14ae77f |
| M2 ULTRA | METAL | large-v2-dis | 1 | 1 | 148.11 | 0.89 | 0.22 | 0.02 | f14ae77f |
| M2 ULTRA | METAL | large-v3-turbo | 1 | 1 | 149.23 | 1.29 | 0.34 | 0.03 | f14ae77f |
| M2 ULTRA | METAL | large-v3-turbo-q5_0 | 1 | 1 | 180.77 | 1.13 | 0.35 | 0.03 | f14ae77f |
| M2 ULTRA | METAL | large-v3-turbo-q8_0 | 1 | 1 | 158.66 | 1.10 | 0.33 | 0.03 | f14ae77f |
## M4 Max
@ -233,20 +233,6 @@ make -j && ./scripts/bench-all.sh 1 1 0
make -j && ./scripts/bench-all.sh 1 1 1
| CPU | Config | Model | Th | FA | Enc. | Dec. | Bch5 | PP | Commit |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| M4 Max | METAL | tiny | 1 | 1 | 8.23 | 0.71 | 0.16 | 0.01 | 47fcd7da |
| M4 Max | METAL | tiny-q8_0 | 1 | 1 | 8.47 | 0.67 | 0.16 | 0.01 | 47fcd7da |
| M4 Max | METAL | base | 1 | 1 | 15.47 | 1.12 | 0.26 | 0.02 | 47fcd7da |
| M4 Max | METAL | base-q8_0 | 1 | 1 | 15.70 | 1.05 | 0.27 | 0.02 | 47fcd7da |
| M4 Max | METAL | small | 1 | 1 | 49.82 | 2.37 | 0.53 | 0.05 | 47fcd7da |
| M4 Max | METAL | small-q8_0 | 1 | 1 | 51.76 | 1.99 | 0.53 | 0.05 | 47fcd7da |
| M4 Max | METAL | medium | 1 | 1 | 147.76 | 5.52 | 1.27 | 0.12 | 47fcd7da |
| M4 Max | METAL | medium-q8_0 | 1 | 1 | 153.98 | 4.59 | 1.24 | 0.13 | 47fcd7da |
| M4 Max | METAL | large-v2 | 1 | 1 | 282.89 | 9.06 | 2.11 | 0.22 | 47fcd7da |
| M4 Max | METAL | large-v2-q8_0 | 1 | 1 | 296.43 | 7.44 | 2.09 | 0.23 | 47fcd7da |
| M4 Max | METAL | large-v3-turbo | 1 | 1 | 249.91 | 1.65 | 0.38 | 0.04 | 47fcd7da |
| CPU | Config | Model | Th | FA | Enc. | Dec. | Bch5 | PP | Commit |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| M4 Max | METAL | tiny | 1 | 1 | 8.23 | 0.72 | 0.16 | 0.01 | 47af2fb7 |
@ -262,41 +248,77 @@ make -j && ./scripts/bench-all.sh 1 1 1
| M4 Max | METAL | large-v3-turbo | 1 | 1 | 256.23 | 1.61 | 0.38 | 0.04 | 47af2fb7 |
## M5 Max
make -j && ./scripts/bench-all.sh 1 1 0
| CPU | Config | Model | Th | FA | Enc. | Dec. | Bch5 | PP | Commit |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| M5 Max | METAL | tiny | 1 | 0 | 4.88 | 0.65 | 0.17 | 0.01 | f14ae77f |
| M5 Max | METAL | tiny-q8_0 | 1 | 0 | 4.84 | 0.63 | 0.17 | 0.01 | f14ae77f |
| M5 Max | METAL | base | 1 | 0 | 8.95 | 1.02 | 0.24 | 0.01 | f14ae77f |
| M5 Max | METAL | base-q8_0 | 1 | 0 | 9.12 | 0.94 | 0.24 | 0.01 | f14ae77f |
| M5 Max | METAL | small | 1 | 0 | 25.61 | 2.15 | 0.52 | 0.03 | f14ae77f |
| M5 Max | METAL | small-q8_0 | 1 | 0 | 25.77 | 1.93 | 0.50 | 0.03 | f14ae77f |
| M5 Max | METAL | medium | 1 | 0 | 73.96 | 4.61 | 1.16 | 0.08 | f14ae77f |
| M5 Max | METAL | medium-q8_0 | 1 | 0 | 74.89 | 3.94 | 1.12 | 0.08 | f14ae77f |
| M5 Max | METAL | large-v2 | 1 | 0 | 132.06 | 6.91 | 1.86 | 0.13 | f14ae77f |
| M5 Max | METAL | large-v2-q8_0 | 1 | 0 | 132.56 | 6.00 | 1.76 | 0.13 | f14ae77f |
| M5 Max | METAL | large-v3-turbo | 1 | 0 | 119.34 | 1.30 | 0.32 | 0.02 | f14ae77f |
make -j && ./scripts/bench-all.sh 1 1 1
| CPU | Config | Model | Th | FA | Enc. | Dec. | Bch5 | PP | Commit |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| M5 Max | METAL | tiny | 1 | 1 | 4.31 | 0.59 | 0.13 | 0.01 | f14ae77f |
| M5 Max | METAL | tiny-q8_0 | 1 | 1 | 4.51 | 0.55 | 0.12 | 0.01 | f14ae77f |
| M5 Max | METAL | base | 1 | 1 | 7.77 | 0.91 | 0.20 | 0.01 | f14ae77f |
| M5 Max | METAL | base-q8_0 | 1 | 1 | 7.67 | 0.78 | 0.19 | 0.01 | f14ae77f |
| M5 Max | METAL | small | 1 | 1 | 20.90 | 1.76 | 0.40 | 0.03 | f14ae77f |
| M5 Max | METAL | small-q8_0 | 1 | 1 | 21.32 | 1.62 | 0.38 | 0.03 | f14ae77f |
| M5 Max | METAL | medium | 1 | 1 | 60.40 | 3.98 | 0.89 | 0.07 | f14ae77f |
| M5 Max | METAL | medium-q8_0 | 1 | 1 | 60.72 | 3.35 | 0.86 | 0.07 | f14ae77f |
| M5 Max | METAL | large-v2 | 1 | 1 | 110.57 | 6.06 | 1.41 | 0.12 | f14ae77f |
| M5 Max | METAL | large-v2-q8_0 | 1 | 1 | 110.92 | 5.00 | 1.31 | 0.12 | f14ae77f |
| M5 Max | METAL | large-v3-turbo | 1 | 1 | 98.36 | 1.19 | 0.27 | 0.02 | f14ae77f |
# RTX 5090
make -j && ./scripts/bench-all.sh 1 1 0
| GPU | Config | Model | Th | FA | Enc. | Dec. | Bch5 | PP | Commit |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| RTX 5090 | CUDA | tiny | 1 | 0 | 2.20 | 0.51 | 0.13 | 0.01 | f5b477ab |
| RTX 5090 | CUDA | tiny-q8_0 | 1 | 0 | 2.35 | 0.52 | 0.14 | 0.01 | f5b477ab |
| RTX 5090 | CUDA | base | 1 | 0 | 3.97 | 0.77 | 0.20 | 0.01 | f5b477ab |
| RTX 5090 | CUDA | base-q8_0 | 1 | 0 | 4.20 | 0.73 | 0.20 | 0.01 | f5b477ab |
| RTX 5090 | CUDA | small | 1 | 0 | 11.87 | 1.48 | 0.40 | 0.02 | f5b477ab |
| RTX 5090 | CUDA | small-q8_0 | 1 | 0 | 12.40 | 1.59 | 0.42 | 0.02 | f5b477ab |
| RTX 5090 | CUDA | medium | 1 | 0 | 32.63 | 3.11 | 0.82 | 0.04 | f5b477ab |
| RTX 5090 | CUDA | medium-q8_0 | 1 | 0 | 31.80 | 3.23 | 0.84 | 0.05 | f5b477ab |
| RTX 5090 | CUDA | large-v2 | 1 | 0 | 52.22 | 4.66 | 1.18 | 0.06 | f5b477ab |
| RTX 5090 | CUDA | large-v2-q8_0 | 1 | 0 | 51.11 | 4.37 | 1.15 | 0.07 | f5b477ab |
| RTX 5090 | CUDA | large-v3-turbo | 1 | 0 | 48.72 | 0.70 | 0.18 | 0.01 | f5b477ab |
| RTX 5090 | CUDA | large-v3-turbo-q8_0 | 1 | 0 | 47.81 | 0.64 | 0.16 | 0.01 | f5b477ab |
| RTX 5090 | CUDA | tiny | 1 | 0 | 2.17 | 0.38 | 0.10 | 0.00 | f14ae77f |
| RTX 5090 | CUDA | tiny-q8_0 | 1 | 0 | 2.31 | 0.37 | 0.10 | 0.01 | f14ae77f |
| RTX 5090 | CUDA | base | 1 | 0 | 3.94 | 0.56 | 0.17 | 0.01 | f14ae77f |
| RTX 5090 | CUDA | base-q8_0 | 1 | 0 | 4.13 | 0.53 | 0.14 | 0.01 | f14ae77f |
| RTX 5090 | CUDA | small | 1 | 0 | 12.06 | 1.09 | 0.34 | 0.02 | f14ae77f |
| RTX 5090 | CUDA | small-q8_0 | 1 | 0 | 12.50 | 1.11 | 0.30 | 0.02 | f14ae77f |
| RTX 5090 | CUDA | medium | 1 | 0 | 33.08 | 2.38 | 0.70 | 0.04 | f14ae77f |
| RTX 5090 | CUDA | medium-q8_0 | 1 | 0 | 32.57 | 2.26 | 0.62 | 0.04 | f14ae77f |
| RTX 5090 | CUDA | large-v2 | 1 | 0 | 54.27 | 3.68 | 1.03 | 0.06 | f14ae77f |
| RTX 5090 | CUDA | large-v2-q8_0 | 1 | 0 | 53.11 | 3.22 | 0.89 | 0.06 | f14ae77f |
| RTX 5090 | CUDA | large-v3-turbo | 1 | 0 | 50.56 | 0.58 | 0.15 | 0.01 | f14ae77f |
| RTX 5090 | CUDA | large-v3-turbo-q8_0 | 1 | 0 | 49.39 | 0.49 | 0.13 | 0.01 | f14ae77f |
make -j && ./scripts/bench-all.sh 1 1 1
| GPU | Config | Model | Th | FA | Enc. | Dec. | Bch5 | PP | Commit |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| RTX 5090 | CUDA | tiny | 1 | 1 | 1.37 | 0.44 | 0.11 | 0.00 | f5b477ab |
| RTX 5090 | CUDA | tiny-q8_0 | 1 | 1 | 1.48 | 0.44 | 0.12 | 0.01 | f5b477ab |
| RTX 5090 | CUDA | base | 1 | 1 | 2.34 | 0.66 | 0.16 | 0.01 | f5b477ab |
| RTX 5090 | CUDA | base-q8_0 | 1 | 1 | 2.51 | 0.62 | 0.17 | 0.01 | f5b477ab |
| RTX 5090 | CUDA | small | 1 | 1 | 5.53 | 1.23 | 0.32 | 0.01 | f5b477ab |
| RTX 5090 | CUDA | small-q8_0 | 1 | 1 | 5.88 | 1.35 | 0.33 | 0.02 | f5b477ab |
| RTX 5090 | CUDA | medium | 1 | 1 | 15.09 | 2.55 | 0.65 | 0.03 | f5b477ab |
| RTX 5090 | CUDA | medium-q8_0 | 1 | 1 | 14.06 | 2.72 | 0.67 | 0.03 | f5b477ab |
| RTX 5090 | CUDA | large-v2 | 1 | 1 | 23.24 | 3.94 | 0.97 | 0.04 | f5b477ab |
| RTX 5090 | CUDA | large-v2-q8_0 | 1 | 1 | 22.00 | 3.68 | 0.93 | 0.05 | f5b477ab |
| RTX 5090 | CUDA | large-v3-turbo | 1 | 1 | 19.81 | 0.62 | 0.15 | 0.01 | f5b477ab |
| RTX 5090 | CUDA | large-v3-turbo-q8_0 | 1 | 1 | 18.62 | 0.56 | 0.14 | 0.01 | f5b477ab |
| RTX 5090 | CUDA | tiny | 1 | 1 | 1.29 | 0.31 | 0.07 | 0.00 | f14ae77f |
| RTX 5090 | CUDA | tiny-q8_0 | 1 | 1 | 1.45 | 0.31 | 0.07 | 0.00 | f14ae77f |
| RTX 5090 | CUDA | base | 1 | 1 | 2.15 | 0.44 | 0.13 | 0.01 | f14ae77f |
| RTX 5090 | CUDA | base-q8_0 | 1 | 1 | 2.27 | 0.43 | 0.10 | 0.01 | f14ae77f |
| RTX 5090 | CUDA | small | 1 | 1 | 5.54 | 0.83 | 0.26 | 0.01 | f14ae77f |
| RTX 5090 | CUDA | small-q8_0 | 1 | 1 | 5.95 | 0.84 | 0.22 | 0.01 | f14ae77f |
| RTX 5090 | CUDA | medium | 1 | 1 | 15.43 | 1.81 | 0.53 | 0.02 | f14ae77f |
| RTX 5090 | CUDA | medium-q8_0 | 1 | 1 | 14.71 | 1.66 | 0.46 | 0.03 | f14ae77f |
| RTX 5090 | CUDA | large-v2 | 1 | 1 | 24.73 | 2.92 | 0.81 | 0.04 | f14ae77f |
| RTX 5090 | CUDA | large-v2-q8_0 | 1 | 1 | 23.35 | 2.43 | 0.67 | 0.04 | f14ae77f |
| RTX 5090 | CUDA | large-v3-turbo | 1 | 1 | 21.36 | 0.49 | 0.13 | 0.01 | f14ae77f |
| RTX 5090 | CUDA | large-v3-turbo-q8_0 | 1 | 1 | 20.07 | 0.39 | 0.10 | 0.01 | f14ae77f |
# DGX Spark
@ -318,22 +340,37 @@ make -j && ./scripts/bench-all.sh 1 1 0
| DGX Spk. | CUDA | large-v3-turbo | 1 | 0 | 264.90 | 2.03 | 0.37 | 0.03 | f5b477ab |
| DGX Spk. | CUDA | large-v3-turbo-q8_0 | 1 | 0 | 253.56 | 1.48 | 0.27 | 0.03 | f5b477ab |
| GPU | Config | Model | Th | FA | Enc. | Dec. | Bch5 | PP | Commit |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| DGX Spk. | CUDA | tiny | 1 | 0 | 9.79 | 0.65 | 0.14 | 0.01 | f14ae77f |
| DGX Spk. | CUDA | tiny-q8_0 | 1 | 0 | 8.97 | 0.56 | 0.12 | 0.01 | f14ae77f |
| DGX Spk. | CUDA | base | 1 | 0 | 18.58 | 1.04 | 0.22 | 0.01 | f14ae77f |
| DGX Spk. | CUDA | base-q8_0 | 1 | 0 | 17.36 | 0.88 | 0.18 | 0.02 | f14ae77f |
| DGX Spk. | CUDA | small | 1 | 0 | 56.78 | 2.33 | 0.51 | 0.04 | f14ae77f |
| DGX Spk. | CUDA | small-q8_0 | 1 | 0 | 55.47 | 1.99 | 0.43 | 0.04 | f14ae77f |
| DGX Spk. | CUDA | medium | 1 | 0 | 158.21 | 5.71 | 1.23 | 0.11 | f14ae77f |
| DGX Spk. | CUDA | medium-q8_0 | 1 | 0 | 151.17 | 4.54 | 0.97 | 0.11 | f14ae77f |
| DGX Spk. | CUDA | large-v2 | 1 | 0 | 269.59 | 10.48 | 2.13 | 0.20 | f14ae77f |
| DGX Spk. | CUDA | large-v2-q8_0 | 1 | 0 | 262.82 | 7.43 | 1.61 | 0.20 | f14ae77f |
| DGX Spk. | CUDA | large-v3-turbo | 1 | 0 | 263.91 | 1.80 | 0.37 | 0.03 | f14ae77f |
| DGX Spk. | CUDA | large-v3-turbo-q8_0 | 1 | 0 | 252.89 | 1.23 | 0.26 | 0.03 | f14ae77f |
make -j && ./scripts/bench-all.sh 1 1 1
| GPU | Config | Model | Th | FA | Enc. | Dec. | Bch5 | PP | Commit |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| DGX Spk. | CUDA | tiny | 1 | 1 | 2.63 | 0.76 | 0.13 | 0.01 | f5b477ab |
| DGX Spk. | CUDA | tiny-q8_0 | 1 | 1 | 2.46 | 0.73 | 0.11 | 0.01 | f5b477ab |
| DGX Spk. | CUDA | base | 1 | 1 | 4.96 | 1.24 | 0.20 | 0.01 | f5b477ab |
| DGX Spk. | CUDA | base-q8_0 | 1 | 1 | 4.23 | 1.08 | 0.17 | 0.01 | f5b477ab |
| DGX Spk. | CUDA | small | 1 | 1 | 16.26 | 2.73 | 0.47 | 0.02 | f5b477ab |
| DGX Spk. | CUDA | small-q8_0 | 1 | 1 | 14.94 | 2.38 | 0.39 | 0.02 | f5b477ab |
| DGX Spk. | CUDA | medium | 1 | 1 | 51.81 | 6.94 | 1.22 | 0.05 | f5b477ab |
| DGX Spk. | CUDA | medium-q8_0 | 1 | 1 | 41.51 | 5.44 | 0.93 | 0.05 | f5b477ab |
| DGX Spk. | CUDA | large-v2 | 1 | 1 | 98.54 | 11.53 | 2.05 | 0.08 | f5b477ab |
| DGX Spk. | CUDA | large-v2-q8_0 | 1 | 1 | 91.61 | 8.49 | 1.55 | 0.08 | f5b477ab |
| DGX Spk. | CUDA | large-v3-turbo | 1 | 1 | 87.20 | 1.94 | 0.36 | 0.02 | f5b477ab |
| DGX Spk. | CUDA | large-v3-turbo-q8_0 | 1 | 1 | 80.28 | 1.38 | 0.26 | 0.01 | f5b477ab |
| DGX Spk. | CUDA | tiny | 1 | 1 | 2.72 | 0.56 | 0.13 | 0.01 | f14ae77f |
| DGX Spk. | CUDA | tiny-q8_0 | 1 | 1 | 2.55 | 0.47 | 0.11 | 0.01 | f14ae77f |
| DGX Spk. | CUDA | base | 1 | 1 | 5.08 | 0.90 | 0.20 | 0.01 | f14ae77f |
| DGX Spk. | CUDA | base-q8_0 | 1 | 1 | 4.38 | 0.72 | 0.16 | 0.01 | f14ae77f |
| DGX Spk. | CUDA | small | 1 | 1 | 16.95 | 2.00 | 0.47 | 0.02 | f14ae77f |
| DGX Spk. | CUDA | small-q8_0 | 1 | 1 | 15.67 | 1.67 | 0.39 | 0.02 | f14ae77f |
| DGX Spk. | CUDA | medium | 1 | 1 | 53.12 | 5.10 | 1.24 | 0.06 | f14ae77f |
| DGX Spk. | CUDA | medium-q8_0 | 1 | 1 | 43.64 | 3.87 | 0.91 | 0.05 | f14ae77f |
| DGX Spk. | CUDA | large-v2 | 1 | 1 | 102.15 | 9.58 | 2.02 | 0.08 | f14ae77f |
| DGX Spk. | CUDA | large-v2-q8_0 | 1 | 1 | 93.86 | 6.54 | 1.49 | 0.08 | f14ae77f |
| DGX Spk. | CUDA | large-v3-turbo | 1 | 1 | 90.29 | 1.69 | 0.36 | 0.02 | f14ae77f |
| DGX Spk. | CUDA | large-v3-turbo-q8_0 | 1 | 1 | 82.79 | 1.13 | 0.25 | 0.01 | f14ae77f |
# V100