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matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16
3.4564
PoT-O/TribeWarez-Quantum88-PlanckTensor
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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
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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
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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
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matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16
3.4941
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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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
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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