challenge stringlengths 73 107 | optimal_path stringclasses 30
values | difficulty float64 3.26 3.74 | source stringclasses 1
value | param_signature float64 8.89 8.89 | planck_tensor_realm bool 1
class | nominal_lineage_M float64 8.88 8.88 | realms_reference stringclasses 1
value |
|---|---|---|---|---|---|---|---|
tensor:shape=[32,32];dtype=float16;target_mml=0.1513;ops:prune0.4,quant8,relu,gelu,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.7245 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,8];dtype=float16;target_mml=0.1621;ops:quant8,prune0.4,prune0.2,gelu,quant4,relu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.625 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,64];dtype=float16;target_mml=0.1712;ops:transpose,matmul,prune0.2,quant4 | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5462 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,64];dtype=int8;target_mml=0.1537;ops:matmul,gelu,lowrank,prune0.4 | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.7018 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,32];dtype=float16;target_mml=0.1946;ops:relu,matmul,transpose,lowrank,quant4,prune0.2 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3614 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,16];dtype=float32;target_mml=0.1605;ops:gelu,relu,prune0.4,prune0.2,transpose,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6394 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,32];dtype=int8;target_mml=0.1665;ops:relu,transpose,quant4,quant8 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5864 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,16];dtype=float16;target_mml=0.2027;ops:quant8,prune0.2,quant4,transpose | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3026 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,8];dtype=int8;target_mml=0.1611;ops:lowrank,quant4,relu,transpose | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.634 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,128];dtype=float16;target_mml=0.1996;ops:lowrank,transpose,matmul,prune0.2,gelu,quant4 | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3248 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[88,8];dtype=float32;target_mml=0.1731;ops:prune0.2,relu,quant4,prune0.4,transpose | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5303 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,32];dtype=float32;target_mml=0.1706;ops:quant8,relu,matmul,quant4,prune0.4 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5513 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=float16;target_mml=0.1736;ops:quant8,relu,lowrank,gelu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5262 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,88];dtype=int8;target_mml=0.1772;ops:prune0.4,transpose,relu,prune0.2 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4965 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=float32;target_mml=0.2064;ops:relu,lowrank,prune0.2,prune0.4,matmul | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.19 | 3.2765 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,88];dtype=int8;target_mml=0.1615;ops:prune0.2,transpose,prune0.4,gelu,relu,quant4 | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6304 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,16];dtype=float16;target_mml=0.1935;ops:prune0.2,relu,quant8,matmul,gelu,lowrank | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3696 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,256];dtype=int8;target_mml=0.1893;ops:prune0.2,matmul,relu,quant4,gelu | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4013 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,128];dtype=float32;target_mml=0.1504;ops:quant8,quant4,transpose,matmul,prune0.2 | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.7331 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,32];dtype=int8;target_mml=0.1707;ops:quant8,quant4,transpose,matmul,relu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5505 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,88];dtype=float32;target_mml=0.1532;ops:lowrank,quant4,quant8,transpose,gelu,prune0.4 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.7065 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,88];dtype=int8;target_mml=0.1504;ops:matmul,transpose,prune0.2,lowrank,quant8,relu | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.7331 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,128];dtype=float16;target_mml=0.1786;ops:prune0.4,quant4,relu,quant8 | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4852 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,88];dtype=float32;target_mml=0.1916;ops:prune0.4,transpose,quant4,relu,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3838 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,88];dtype=float32;target_mml=0.1643;ops:relu,transpose,gelu,quant8 | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6056 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,32];dtype=float32;target_mml=0.1936;ops:gelu,quant4,transpose,lowrank,prune0.2 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3688 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,64];dtype=float32;target_mml=0.2002;ops:gelu,relu,prune0.2,quant8,matmul | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3205 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,32];dtype=float16;target_mml=0.1773;ops:matmul,quant4,quant8,relu | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4957 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,128];dtype=float16;target_mml=0.2066;ops:matmul,gelu,relu,quant8,quant4 | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.19 | 3.2751 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,256];dtype=int8;target_mml=0.1957;ops:gelu,transpose,relu,quant8,prune0.2 | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3533 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,88];dtype=int8;target_mml=0.1988;ops:quant4,quant8,transpose,prune0.2,relu,matmul | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3306 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,8];dtype=float32;target_mml=0.1737;ops:gelu,matmul,quant4,transpose | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5253 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,88];dtype=float32;target_mml=0.1758;ops:transpose,gelu,matmul,prune0.2,relu,quant8 | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.508 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=float16;target_mml=0.1832;ops:quant4,matmul,gelu,transpose | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4485 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,64];dtype=float32;target_mml=0.2059;ops:gelu,matmul,relu,prune0.2,transpose,lowrank | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.19 | 3.28 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=int8;target_mml=0.2083;ops:lowrank,quant8,prune0.4,transpose | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.19 | 3.2633 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=int8;target_mml=0.1586;ops:transpose,matmul,lowrank,relu,quant4 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6565 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,64];dtype=float32;target_mml=0.1604;ops:transpose,lowrank,quant8,quant4 | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6403 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,64];dtype=float32;target_mml=0.1912;ops:transpose,gelu,prune0.2,lowrank | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3868 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=float32;target_mml=0.2026;ops:prune0.4,quant8,lowrank,gelu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3033 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,88];dtype=float16;target_mml=0.1682;ops:transpose,lowrank,quant8,quant4,relu,prune0.4 | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5718 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[88,8];dtype=int8;target_mml=0.19;ops:gelu,lowrank,matmul,quant8 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3959 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,16];dtype=int8;target_mml=0.1975;ops:transpose,prune0.4,gelu,lowrank,matmul | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3401 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,32];dtype=float16;target_mml=0.2054;ops:relu,matmul,lowrank,quant4,transpose | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.19 | 3.2835 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,256];dtype=int8;target_mml=0.1596;ops:lowrank,gelu,transpose,quant4 | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6475 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,256];dtype=float16;target_mml=0.1574;ops:quant4,gelu,relu,prune0.2 | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6675 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,16];dtype=int8;target_mml=0.1724;ops:transpose,quant4,quant8,prune0.4,lowrank | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5362 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,256];dtype=float32;target_mml=0.1872;ops:transpose,prune0.2,matmul,lowrank,gelu,prune0.4 | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4173 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,128];dtype=int8;target_mml=0.1891;ops:relu,prune0.4,lowrank,gelu,matmul,quant8 | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4028 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=int8;target_mml=0.1887;ops:gelu,prune0.4,lowrank,matmul | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4058 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=float16;target_mml=0.18;ops:prune0.2,matmul,gelu,quant8,lowrank,prune0.4 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4739 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=float16;target_mml=0.1866;ops:lowrank,quant4,gelu,transpose,matmul | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.422 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,128];dtype=float16;target_mml=0.185;ops:lowrank,quant8,quant4,prune0.4 | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4344 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,88];dtype=float32;target_mml=0.1621;ops:transpose,matmul,quant8,prune0.2,relu,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.625 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,88];dtype=float32;target_mml=0.1514;ops:prune0.2,prune0.4,gelu,quant4,quant8 | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.7236 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=float16;target_mml=0.1855;ops:quant4,quant8,matmul,prune0.4,relu,gelu | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4305 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,128];dtype=float32;target_mml=0.1658;ops:prune0.4,relu,lowrank,gelu | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5925 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,88];dtype=int8;target_mml=0.1914;ops:prune0.4,quant4,prune0.2,transpose,quant8 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3853 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,64];dtype=int8;target_mml=0.1985;ops:gelu,lowrank,prune0.2,transpose,prune0.4 | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3328 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,64];dtype=float16;target_mml=0.2048;ops:relu,quant8,prune0.4,lowrank,matmul | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.2877 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,128];dtype=int8;target_mml=0.185;ops:quant8,lowrank,prune0.2,matmul | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4344 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,16];dtype=float16;target_mml=0.1822;ops:transpose,matmul,lowrank,prune0.4,quant4,prune0.2 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4564 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,32];dtype=int8;target_mml=0.1583;ops:quant4,matmul,transpose,gelu,prune0.2,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6593 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,88];dtype=float16;target_mml=0.1903;ops:matmul,gelu,transpose,quant8,prune0.2,relu | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3937 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,256];dtype=int8;target_mml=0.1825;ops:quant8,relu,prune0.2,gelu,transpose | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.454 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,8];dtype=int8;target_mml=0.2003;ops:quant8,quant4,transpose,gelu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3198 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,16];dtype=float16;target_mml=0.2039;ops:prune0.2,matmul,quant4,quant8,transpose,prune0.4 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.2941 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,16];dtype=float32;target_mml=0.1868;ops:gelu,matmul,prune0.4,lowrank,prune0.2,quant4 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4204 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[88,8];dtype=float16;target_mml=0.1869;ops:prune0.2,matmul,gelu,relu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4197 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,64];dtype=int8;target_mml=0.1581;ops:prune0.4,transpose,gelu,lowrank | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6611 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,64];dtype=int8;target_mml=0.1976;ops:matmul,relu,transpose,lowrank | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3393 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,128];dtype=float32;target_mml=0.1968;ops:lowrank,relu,quant4,prune0.4,gelu | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3452 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,88];dtype=int8;target_mml=0.208;ops:prune0.4,relu,quant4,lowrank,quant8,gelu | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.19 | 3.2653 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=float32;target_mml=0.1582;ops:gelu,quant4,prune0.4,relu,transpose,matmul | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6602 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,64];dtype=float16;target_mml=0.1802;ops:gelu,transpose,quant8,matmul,prune0.2,relu | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4723 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,256];dtype=float32;target_mml=0.1872;ops:prune0.2,quant4,relu,quant8 | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4173 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,128];dtype=float32;target_mml=0.1541;ops:transpose,lowrank,gelu,quant8,prune0.2,prune0.4 | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6981 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[88,8];dtype=float32;target_mml=0.178;ops:prune0.4,quant4,gelu,quant8,transpose | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4901 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=float16;target_mml=0.1965;ops:prune0.4,gelu,relu,quant4,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3474 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[88,8];dtype=int8;target_mml=0.1819;ops:relu,prune0.4,quant8,matmul,lowrank,prune0.2 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4588 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,88];dtype=float16;target_mml=0.1883;ops:prune0.4,transpose,quant4,prune0.2,lowrank,matmul | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4089 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,88];dtype=int8;target_mml=0.1507;ops:relu,quant4,quant8,prune0.2,transpose,matmul | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.7302 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,32];dtype=float16;target_mml=0.1928;ops:prune0.2,prune0.4,lowrank,quant8,relu,transpose | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3748 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,16];dtype=int8;target_mml=0.1642;ops:matmul,prune0.2,transpose,quant4,relu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6065 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,32];dtype=float32;target_mml=0.168;ops:transpose,matmul,prune0.4,relu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5735 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,32];dtype=float16;target_mml=0.1879;ops:quant4,lowrank,quant8,relu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.412 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,88];dtype=float32;target_mml=0.1959;ops:gelu,transpose,lowrank,matmul | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3518 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[88,8];dtype=int8;target_mml=0.1936;ops:transpose,relu,matmul,quant8 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3688 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,8];dtype=float32;target_mml=0.1689;ops:gelu,relu,quant8,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5658 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,32];dtype=float16;target_mml=0.1825;ops:prune0.2,transpose,gelu,lowrank,quant4,matmul | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.454 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=float32;target_mml=0.1775;ops:relu,matmul,quant4,transpose | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4941 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,32];dtype=float16;target_mml=0.1825;ops:quant8,prune0.4,transpose,prune0.2,relu | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.454 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,8];dtype=int8;target_mml=0.1687;ops:quant4,prune0.2,gelu,prune0.4 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5675 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,88];dtype=float16;target_mml=0.175;ops:relu,transpose,lowrank,quant8,matmul | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5146 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[32,32];dtype=float32;target_mml=0.1536;ops:matmul,quant8,relu,prune0.4 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.7027 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[64,128];dtype=int8;target_mml=0.189;ops:quant8,quant4,transpose,relu,matmul | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4035 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[16,32];dtype=int8;target_mml=0.1764;ops:matmul,prune0.4,quant4,transpose | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.5031 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=int8;target_mml=0.2006;ops:matmul,lowrank,quant4,gelu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3176 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
tensor:shape=[8,16];dtype=float32;target_mml=0.1883;ops:quant4,lowrank,prune0.2,transpose,matmul,gelu | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4089 | PoT-O/TribeWarez-Quantum88-PlanckTensor | 8.888888 | true | 8.88 | devtools/realms-devkit Part I Planck + Part IV tensor network toy scales |
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