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=[8,16];dtype=float32;target_mml=0.1915;ops:relu,gelu,quant8,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3846 | 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=0.2059;ops:lowrank,relu,prune0.2,prune0.4 | matmul -> relu -> 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=[8,256];dtype=int8;target_mml=0.1591;ops:prune0.4,lowrank,quant4,quant8,relu,prune0.2 | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.652 | 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=0.1717;ops:prune0.2,lowrank,matmul,transpose | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.542 | 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=0.1704;ops:matmul,relu,quant8,prune0.2,transpose | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.553 | 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=0.1731;ops:transpose,matmul,gelu,prune0.2,relu,prune0.4 | matmul -> relu -> 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=[64,128];dtype=float16;target_mml=0.2082;ops:quant4,matmul,transpose,lowrank,prune0.2 | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.19 | 3.264 | 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=0.1655;ops:prune0.4,lowrank,prune0.2,gelu | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5951 | 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=0.1508;ops:quant8,lowrank,matmul,gelu | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.7293 | 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=0.1808;ops:transpose,quant4,quant8,lowrank | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4675 | 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=0.1924;ops:quant8,lowrank,matmul,transpose,prune0.2,prune0.4 | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3778 | 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=0.1657;ops:gelu,quant4,relu,transpose,quant8,matmul | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5934 | 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=0.1618;ops:lowrank,gelu,quant8,matmul,quant4,relu | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6277 | 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=0.1898;ops:relu,transpose,gelu,prune0.2,prune0.4 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3974 | 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=0.1887;ops:prune0.4,relu,prune0.2,lowrank,gelu,matmul | matmul[lowrank:32] -> 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=[64,128];dtype=int8;target_mml=0.1625;ops:relu,prune0.4,gelu,prune0.2,quant4,lowrank | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6215 | 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=0.1576;ops:lowrank,matmul,quant8,transpose,relu | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6657 | 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=0.178;ops:quant4,quant8,relu,transpose,lowrank | matmul -> gelu -> 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=[64,128];dtype=int8;target_mml=0.1512;ops:prune0.4,matmul,transpose,relu,quant4,quant8 | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.7255 | 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=0.1865;ops:quant4,prune0.2,quant8,lowrank,prune0.4,matmul | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4228 | 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=0.1591;ops:prune0.2,prune0.4,transpose,lowrank,quant4 | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.652 | 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=0.1554;ops:gelu,lowrank,matmul,prune0.2 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6859 | 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=0.197;ops:gelu,prune0.2,matmul,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3437 | 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=0.1716;ops:transpose,relu,gelu,prune0.2,matmul | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5429 | 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=0.1964;ops:transpose,lowrank,prune0.2,quant8 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3481 | 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=0.1927;ops:prune0.2,gelu,transpose,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3756 | 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=0.1836;ops:transpose,quant4,prune0.2,gelu,relu,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4454 | 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=0.1725;ops:relu,prune0.2,quant8,prune0.4,transpose | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5353 | 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=0.1936;ops:gelu,matmul,prune0.2,prune0.4,lowrank,relu | matmul[lowrank:16] -> relu -> 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=[8,88];dtype=int8;target_mml=0.1799;ops:lowrank,prune0.4,quant4,quant8,transpose | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4747 | 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=0.2033;ops:relu,lowrank,prune0.4,gelu | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.2983 | 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=0.1688;ops:matmul,lowrank,prune0.4,prune0.2,transpose | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5666 | 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=0.1983;ops:matmul,prune0.2,prune0.4,lowrank,quant8 | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3342 | 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=0.1753;ops:quant8,prune0.2,prune0.4,lowrank,relu,matmul | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.5121 | 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=0.1948;ops:relu,prune0.2,prune0.4,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3599 | 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=0.15;ops:prune0.2,gelu,prune0.4,quant4,quant8 | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.737 | 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=0.163;ops:transpose,prune0.2,lowrank,relu,quant8 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6171 | 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=0.1849;ops:prune0.2,prune0.4,gelu,quant8,lowrank,quant4 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4352 | 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=0.1996;ops:quant4,prune0.2,prune0.4,gelu,relu | matmul[lowrank:32] -> gelu -> 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=int8;target_mml=0.2007;ops:prune0.2,lowrank,gelu,matmul,prune0.4 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3169 | 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=0.1741;ops:relu,quant8,gelu,prune0.2,matmul | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.522 | 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=0.205;ops:prune0.2,gelu,transpose,quant4,relu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.2863 | 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=0.1942;ops:relu,matmul,quant4,lowrank,prune0.4,gelu | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3644 | 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=0.1848;ops:matmul,prune0.2,transpose,quant4 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.436 | 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=0.1543;ops:prune0.2,lowrank,quant4,matmul | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6962 | 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=0.192;ops:quant4,prune0.4,transpose,prune0.2 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3808 | 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=0.1541;ops:prune0.4,gelu,lowrank,quant4,prune0.2 | matmul -> 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=[8,88];dtype=float16;target_mml=0.152;ops:matmul,prune0.4,lowrank,transpose,gelu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.7179 | 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=0.1913;ops:prune0.2,gelu,quant8,prune0.4,matmul | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3861 | 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=0.1996;ops:matmul,transpose,relu,gelu,quant4,lowrank | matmul -> gelu -> 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=[16,16];dtype=float32;target_mml=0.1561;ops:matmul,quant4,prune0.2,quant8 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6795 | 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=0.1868;ops:quant8,gelu,prune0.2,lowrank,transpose,matmul | matmul[lowrank:32] -> 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=[32,32];dtype=int8;target_mml=0.1619;ops:relu,prune0.2,prune0.4,quant4,gelu,quant8 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6268 | 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=0.1586;ops:lowrank,gelu,quant4,prune0.4 | 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=[8,8];dtype=float16;target_mml=0.2056;ops:gelu,transpose,prune0.4,relu,quant4 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.19 | 3.2821 | 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=0.1922;ops:gelu,prune0.4,prune0.2,relu,matmul | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3793 | 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=0.185;ops:relu,gelu,transpose,prune0.2,quant8,lowrank | matmul -> 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=[32,88];dtype=float32;target_mml=0.1955;ops:prune0.4,gelu,quant4,matmul,prune0.2,quant8 | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3548 | 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=0.1751;ops:quant8,quant4,prune0.4,lowrank,transpose | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.5137 | 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=0.1802;ops:quant4,gelu,lowrank,matmul,quant8 | matmul -> relu -> 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=[64,64];dtype=float16;target_mml=0.1556;ops:matmul,relu,quant8,transpose,quant4,lowrank | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6841 | 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=0.1507;ops:relu,matmul,quant8,prune0.4 | matmul[lowrank:32] -> 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=[32,64];dtype=float16;target_mml=0.1871;ops:relu,prune0.4,lowrank,matmul | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4181 | 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=0.1699;ops:transpose,prune0.4,gelu,quant4,matmul,quant8 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5572 | 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=0.1659;ops:transpose,relu,prune0.4,prune0.2,lowrank | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5916 | 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=0.1911;ops:transpose,gelu,prune0.4,matmul,relu | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3876 | 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=0.1982;ops:lowrank,prune0.4,relu,quant8,matmul | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.335 | 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=0.1629;ops:prune0.2,prune0.4,transpose,lowrank,relu,quant4 | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6179 | 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=0.2066;ops:quant4,relu,prune0.2,gelu | matmul[lowrank:16] -> gelu -> 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=[8,88];dtype=int8;target_mml=0.1617;ops:prune0.4,relu,transpose,lowrank,gelu,quant4 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6286 | 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=0.1629;ops:quant8,relu,lowrank,transpose | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6179 | 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=0.1659;ops:transpose,prune0.2,matmul,prune0.4,relu,lowrank | matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5916 | 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=0.1885;ops:relu,lowrank,prune0.2,quant8 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4074 | 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=0.189;ops:quant4,transpose,matmul,prune0.4 | 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=[8,88];dtype=float32;target_mml=0.1786;ops:transpose,lowrank,prune0.2,matmul | matmul -> gelu -> 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=[8,16];dtype=float32;target_mml=0.1618;ops:relu,matmul,prune0.2,quant4 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6277 | 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=0.1767;ops:quant8,relu,prune0.2,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.5006 | 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=0.2044;ops:gelu,transpose,prune0.4,matmul,relu,lowrank | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.2905 | 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=0.1608;ops:prune0.2,relu,gelu,transpose,lowrank,prune0.4 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6367 | 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=0.159;ops:gelu,prune0.4,lowrank,quant4,transpose | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6529 | 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=0.1712;ops:quant8,prune0.2,quant4,gelu,lowrank,transpose | matmul -> relu -> 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=[8,256];dtype=int8;target_mml=0.1713;ops:prune0.2,quant8,transpose,gelu,prune0.4,lowrank | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5454 | 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=0.1758;ops:lowrank,relu,quant8,quant4,prune0.4,matmul | matmul -> gelu -> 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=[8,88];dtype=float16;target_mml=0.1634;ops:lowrank,gelu,quant8,prune0.2 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6135 | 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=0.1844;ops:lowrank,quant4,prune0.2,prune0.4,gelu | matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4391 | 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=0.1536;ops:quant8,transpose,prune0.4,matmul | 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=float16;target_mml=0.188;ops:relu,matmul,gelu,quant8 | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4112 | 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=0.2;ops:lowrank,quant4,matmul,gelu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3219 | 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=0.2005;ops:quant8,prune0.2,matmul,lowrank,prune0.4,quant4 | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3183 | 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=0.16;ops:prune0.2,gelu,quant8,transpose | matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6439 | 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=0.1584;ops:relu,gelu,prune0.2,quant8,quant4 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6584 | 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=0.1504;ops:lowrank,transpose,prune0.4,prune0.2,quant8 | matmul -> 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=[8,8];dtype=int8;target_mml=0.1826;ops:quant8,prune0.2,matmul,gelu,quant4 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16 | 3.4532 | 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=0.1854;ops:relu,prune0.4,quant8,lowrank,matmul,prune0.2 | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.4313 | 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=0.1725;ops:relu,quant4,prune0.2,transpose | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.5353 | 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=0.1983;ops:lowrank,quant8,relu,transpose,prune0.2,quant4 | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3342 | 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=0.2003;ops:relu,quant4,lowrank,transpose | matmul -> relu -> 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=[64,128];dtype=float32;target_mml=0.1943;ops:prune0.4,relu,transpose,prune0.2 | matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.17 | 3.3636 | 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=0.1571;ops:quant8,transpose,quant4,lowrank,prune0.2,gelu | matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15 | 3.6702 | 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=0.1999;ops:lowrank,gelu,prune0.4,matmul | matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.18 | 3.3226 | 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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