{ "act": { "attn_av": { "bits": 23, "exp": -19 }, "attn_proj_out": { "bits": 23, "exp": -22 }, "ln1_out": { "bits": 23, "exp": -17 }, "ln2_out": { "bits": 23, "exp": -17 }, "lnf_out": { "bits": 23, "exp": -17 }, "logits": { "bits": 23, "exp": -16 }, "mlp_h": { "bits": 23, "exp": -19 }, "mlp_out": { "bits": 23, "exp": -21 }, "qkv": { "bits": 23, "exp": -18 }, "resid": { "bits": 23, "exp": -19 } }, "adam": { "eps_int": 131072, "m_bits": 27, "sqrt_shift": 7, "v_bits": 48 }, "backoff_bits": 0, "bwd": { "d_attn_av": { "bits": 23, "exp": -18 }, "d_attn_proj_out": { "bits": 23, "exp": -15 }, "d_ln1_out": { "bits": 23, "exp": -20 }, "d_ln2_out": { "bits": 23, "exp": -20 }, "d_ln_g": { "bits": 23, "exp": -20 }, "d_lnf_out": { "bits": 23, "exp": -22 }, "d_logits": { "bits": 23, "exp": -20 }, "d_mlp_h": { "bits": 23, "exp": -19 }, "d_mlp_out": { "bits": 23, "exp": -16 }, "d_p": { "bits": 23, "exp": -17 }, "d_qkv": { "bits": 23, "exp": -18 }, "d_resid": { "bits": 23, "exp": -14 }, "d_score": { "bits": 23, "exp": -22 } }, "eps_raw": [ 2748779, 2748779, 2748779, 2748779, 2748779, 2748779, 2748779, 2748779, 2748779, 2748779, 2748779 ], "format": "bob-int-exponents-1", "grad": [ { "bits": 23, "exp": -7 }, { "bits": 23, "exp": -9 }, { "bits": 23, "exp": -10 }, { "bits": 23, "exp": -10 }, { "bits": 23, "exp": -12 }, { "bits": 23, "exp": -12 }, { "bits": 23, "exp": -12 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -11 }, { "bits": 23, "exp": -11 }, { "bits": 23, "exp": -7 }, { "bits": 23, "exp": -9 }, { "bits": 23, "exp": -8 }, { "bits": 23, "exp": -9 }, { "bits": 23, "exp": -11 }, { "bits": 23, "exp": -11 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -12 }, { "bits": 23, "exp": -12 }, { "bits": 23, "exp": -8 }, { "bits": 23, "exp": -9 }, { "bits": 23, "exp": -8 }, { "bits": 23, "exp": -9 }, { "bits": 23, "exp": -11 }, { "bits": 23, "exp": -11 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -14 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -12 }, { "bits": 23, "exp": -11 }, { "bits": 23, "exp": -8 }, { "bits": 23, "exp": -9 }, { "bits": 23, "exp": -8 }, { "bits": 23, "exp": -9 }, { "bits": 23, "exp": -11 }, { "bits": 23, "exp": -11 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -14 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -12 }, { "bits": 23, "exp": -11 }, { "bits": 23, "exp": -8 }, { "bits": 23, "exp": -9 }, { "bits": 23, "exp": -8 }, { "bits": 23, "exp": -9 }, { "bits": 23, "exp": -12 }, { "bits": 23, "exp": -11 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -13 }, { "bits": 23, "exp": -12 }, { "bits": 23, "exp": -8 }, { "bits": 23, "exp": -9 }, { "bits": 23, "exp": -12 }, { "bits": 23, "exp": -10 }, { "bits": 23, "exp": -11 }, { "bits": 23, "exp": -6 } ], "loss_exp": -20, "note": "geometry-derived carrier targets: weight=20 activation=20 gradient=20; inclusive-Q30 attention row at ctx=512 closes at 62 of 62 accumulator bits; shadow_contract={\"batch\":16,\"config_path\":\"/Volumes/F32WORK/training-scratch/bob/mvc/software/internal/ml/bob/train-int/mvc/config.json\",\"config_sha256\":\"79bb7297951e9667305ebac3498d89206bf8b7cf22a1d7169009dd0bdc337762\",\"config_source_sha256\":\"79bb7297951e9667305ebac3498d89206bf8b7cf22a1d7169009dd0bdc337762\",\"corpus_path\":\"/Volumes/F32WORK/training-scratch/bob/mvc/software/internal/ml/detcorpus/freeze/streams/all/tokens.u16.le.bin\",\"corpus_sha256\":\"5b7343b6415ce15dafba5ce951c3da546be64d28f8124a5a6fbea22196630502\",\"format\":\"bob-shadow-contract-1\",\"lr_den\":16,\"lr_num\":1,\"optimizer\":\"sgd\",\"order_path\":\"/Volumes/F32WORK/training-scratch/bob/mvc/.scratch/mvc-registration-a18/init.bootstrap/order.u32.le.bin\",\"order_sha256\":\"a780f6e86eb15514ad25f04eae0d44d0f6f628c2555312369d69d776879672e7\",\"schedule_total\":3128,\"seed\":2827,\"shadow_sha256\":\"0a318217280f44468e43e891aa3cd35eb8f97a53b2f262cb0be776d08ff64c0e\",\"steps\":450,\"warmup\":200}", "tensors": [ "h.0.attn.proj.bias", "h.0.attn.proj.weight", "h.0.attn.qkv.bias", "h.0.attn.qkv.weight", "h.0.ln1.bias", "h.0.ln1.weight", "h.0.ln2.bias", "h.0.ln2.weight", "h.0.mlp.fc.bias", "h.0.mlp.fc.weight", "h.0.mlp.proj.bias", "h.0.mlp.proj.weight", "h.1.attn.proj.bias", "h.1.attn.proj.weight", "h.1.attn.qkv.bias", "h.1.attn.qkv.weight", "h.1.ln1.bias", "h.1.ln1.weight", "h.1.ln2.bias", "h.1.ln2.weight", "h.1.mlp.fc.bias", "h.1.mlp.fc.weight", "h.1.mlp.proj.bias", "h.1.mlp.proj.weight", "h.2.attn.proj.bias", "h.2.attn.proj.weight", "h.2.attn.qkv.bias", "h.2.attn.qkv.weight", "h.2.ln1.bias", "h.2.ln1.weight", "h.2.ln2.bias", "h.2.ln2.weight", "h.2.mlp.fc.bias", "h.2.mlp.fc.weight", "h.2.mlp.proj.bias", "h.2.mlp.proj.weight", "h.3.attn.proj.bias", "h.3.attn.proj.weight", "h.3.attn.qkv.bias", "h.3.attn.qkv.weight", "h.3.ln1.bias", "h.3.ln1.weight", "h.3.ln2.bias", "h.3.ln2.weight", "h.3.mlp.fc.bias", "h.3.mlp.fc.weight", "h.3.mlp.proj.bias", "h.3.mlp.proj.weight", "h.4.attn.proj.bias", "h.4.attn.proj.weight", "h.4.attn.qkv.bias", "h.4.attn.qkv.weight", "h.4.ln1.bias", "h.4.ln1.weight", "h.4.ln2.bias", "h.4.ln2.weight", "h.4.mlp.fc.bias", "h.4.mlp.fc.weight", "h.4.mlp.proj.bias", "h.4.mlp.proj.weight", "ln_f.bias", "ln_f.weight", "wpe", "wte" ], "weight": [ { "bits": 23, "exp": -25 }, { "bits": 23, "exp": -25 }, { "bits": 23, "exp": -27 }, { "bits": 23, "exp": -23 }, { "bits": 23, "exp": -28 }, { "bits": 23, "exp": -19 }, { "bits": 23, "exp": -31 }, { "bits": 23, "exp": -19 }, { "bits": 23, "exp": -29 }, { "bits": 23, "exp": -23 }, { "bits": 23, "exp": -26 }, { "bits": 23, "exp": -25 }, { "bits": 23, "exp": -26 }, { "bits": 23, "exp": -25 }, { "bits": 23, "exp": -29 }, { "bits": 23, "exp": -23 }, { "bits": 23, "exp": -31 }, { "bits": 23, "exp": -19 }, { "bits": 23, "exp": -31 }, { "bits": 23, "exp": -19 }, { "bits": 23, "exp": -30 }, { "bits": 23, "exp": -23 }, { "bits": 23, "exp": -26 }, { "bits": 23, "exp": -25 }, { "bits": 23, "exp": -26 }, { "bits": 23, "exp": -24 }, { "bits": 23, "exp": -30 }, { "bits": 23, "exp": -23 }, { "bits": 23, "exp": -31 }, { "bits": 23, "exp": -19 }, { "bits": 23, "exp": -31 }, { "bits": 23, "exp": -19 }, { "bits": 23, "exp": -30 }, { "bits": 23, "exp": -23 }, { "bits": 23, "exp": -26 }, { "bits": 23, "exp": -25 }, { "bits": 23, "exp": -26 }, { "bits": 23, "exp": -25 }, { "bits": 23, "exp": -30 }, { "bits": 23, "exp": -23 }, { "bits": 23, "exp": -31 }, { "bits": 23, "exp": -19 }, { "bits": 23, "exp": -31 }, { "bits": 23, "exp": -19 }, { "bits": 23, "exp": -30 }, { "bits": 23, "exp": -23 }, { "bits": 23, "exp": -26 }, { "bits": 23, "exp": -25 }, { "bits": 23, "exp": -26 }, { "bits": 23, "exp": -25 }, { "bits": 23, "exp": -29 }, { "bits": 23, "exp": -23 }, { "bits": 23, "exp": -31 }, { "bits": 23, "exp": -19 }, { "bits": 23, "exp": -30 }, { "bits": 23, "exp": -19 }, { "bits": 23, "exp": -30 }, { "bits": 23, "exp": -23 }, { "bits": 23, "exp": -26 }, { "bits": 23, "exp": -25 }, { "bits": 23, "exp": -24 }, { "bits": 23, "exp": -19 }, { "bits": 23, "exp": -23 }, { "bits": 23, "exp": -22 } ] }