Qwen3.6-35B-A3B-GGUF / kld_data /aes_sedai /Qwen3.6-35B-A3B-Q4_K_M.md
AesSedai's picture
Upload folder using huggingface_hub
bd5728a verified
|
raw
history blame
97.5 kB

Qwen3.6-35B-A3B-Q4_K_M (aes_sedai)

/home/jarvis/development/llama.cpp/build/bin/llama-perplexity --threads 48 --flash-attn on --file /mnt/srv/host/resources/KLD/wiki.test.raw --kl-divergence-base /mnt/srv/snowdrift/ref-logits/Qwen3.6-35B-A3B-BF16-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/Qwen3.6-35B-A3B-GGUF/aes_sedai/Qwen3.6-35B-A3B-Q4_K_M.gguf
ggml_cuda_init: found 8 CUDA devices (Total VRAM: 778000 MiB):
  Device 0: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 1: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 2: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 3: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 4: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 5: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 6: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 7: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
common_init_result: fitting params to device memory, for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on
llama_params_fit_impl: projected memory use with initial parameters [MiB]:
llama_params_fit_impl:   - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   4615 used,  91904 free vs. target of   1024
llama_params_fit_impl:   - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   4294 used,  92259 free vs. target of   1024
llama_params_fit_impl:   - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   4270 used,  92315 free vs. target of   1024
llama_params_fit_impl:   - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   4294 used,  92259 free vs. target of   1024
llama_params_fit_impl:   - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   4294 used,  92259 free vs. target of   1024
llama_params_fit_impl:   - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   4294 used,  92259 free vs. target of   1024
llama_params_fit_impl:   - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   4270 used,  92315 free vs. target of   1024
llama_params_fit_impl:   - CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,  11136 used,  85449 free vs. target of   1024
llama_params_fit_impl: projected to use 41470 MiB of device memory vs. 772493 MiB of free device memory
llama_params_fit_impl: targets for free memory can be met on all devices, no changes needed
llama_params_fit: successfully fit params to free device memory
llama_params_fit: fitting params to free memory took 1.13 seconds
llama_model_load_from_file_impl: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:08:00.0) - 96687 MiB free
llama_model_loader: loaded meta data with 52 key-value pairs and 733 tensors from /mnt/srv/snowdrift/gguf/Qwen3.6-35B-A3B-GGUF/aes_sedai/Qwen3.6-35B-A3B-Q4_K_M.gguf (version GGUF V3 (latest))
llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output.
llama_model_loader: - kv   0:                       general.architecture str              = qwen35moe
llama_model_loader: - kv   1:                               general.type str              = model
llama_model_loader: - kv   2:                     general.sampling.top_k i32              = 20
llama_model_loader: - kv   3:                     general.sampling.top_p f32              = 0.950000
llama_model_loader: - kv   4:                      general.sampling.temp f32              = 1.000000
llama_model_loader: - kv   5:                               general.name str              = Qwen3.6 35B A3B
llama_model_loader: - kv   6:                           general.basename str              = Qwen3.6
llama_model_loader: - kv   7:                         general.size_label str              = 35B-A3B
llama_model_loader: - kv   8:                            general.license str              = apache-2.0
llama_model_loader: - kv   9:                       general.license.link str              = https://huggingface.co/Qwen/Qwen3.6-3...
llama_model_loader: - kv  10:                               general.tags arr[str,1]       = ["image-text-to-text"]
llama_model_loader: - kv  11:                      qwen35moe.block_count u32              = 40
llama_model_loader: - kv  12:                   qwen35moe.context_length u32              = 262144
llama_model_loader: - kv  13:                 qwen35moe.embedding_length u32              = 2048
llama_model_loader: - kv  14:             qwen35moe.attention.head_count u32              = 16
llama_model_loader: - kv  15:          qwen35moe.attention.head_count_kv u32              = 2
llama_model_loader: - kv  16:          qwen35moe.rope.dimension_sections arr[i32,4]       = [11, 11, 10, 0]
llama_model_loader: - kv  17:                   qwen35moe.rope.freq_base f32              = 10000000.000000
llama_model_loader: - kv  18: qwen35moe.attention.layer_norm_rms_epsilon f32              = 0.000001
llama_model_loader: - kv  19:                     qwen35moe.expert_count u32              = 256
llama_model_loader: - kv  20:                qwen35moe.expert_used_count u32              = 8
llama_model_loader: - kv  21:             qwen35moe.attention.key_length u32              = 256
llama_model_loader: - kv  22:           qwen35moe.attention.value_length u32              = 256
llama_model_loader: - kv  23:       qwen35moe.expert_feed_forward_length u32              = 512
llama_model_loader: - kv  24: qwen35moe.expert_shared_feed_forward_length u32              = 512
llama_model_loader: - kv  25:                  qwen35moe.ssm.conv_kernel u32              = 4
llama_model_loader: - kv  26:                   qwen35moe.ssm.state_size u32              = 128
llama_model_loader: - kv  27:                  qwen35moe.ssm.group_count u32              = 16
llama_model_loader: - kv  28:               qwen35moe.ssm.time_step_rank u32              = 32
llama_model_loader: - kv  29:                   qwen35moe.ssm.inner_size u32              = 4096
llama_model_loader: - kv  30:          qwen35moe.full_attention_interval u32              = 4
llama_model_loader: - kv  31:             qwen35moe.rope.dimension_count u32              = 64
llama_model_loader: - kv  32:                       tokenizer.ggml.model str              = gpt2
llama_model_loader: - kv  33:                         tokenizer.ggml.pre str              = qwen35
llama_model_loader: - kv  34:                      tokenizer.ggml.tokens arr[str,248320]  = ["!", "\"", "#", "$", "%", "&", "'", ...
llama_model_loader: - kv  35:                  tokenizer.ggml.token_type arr[i32,248320]  = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
llama_model_loader: - kv  36:                      tokenizer.ggml.merges arr[str,247587]  = ["Ġ Ġ", "ĠĠ ĠĠ", "i n", "Ġ t",...
llama_model_loader: - kv  37:                tokenizer.ggml.eos_token_id u32              = 248046
llama_model_loader: - kv  38:            tokenizer.ggml.padding_token_id u32              = 248044
llama_model_loader: - kv  39:                tokenizer.ggml.bos_token_id u32              = 248044
llama_model_loader: - kv  40:               tokenizer.ggml.add_bos_token bool             = false
llama_model_loader: - kv  41:                    tokenizer.chat_template str              = {%- set image_count = namespace(value...
llama_model_loader: - kv  42:               general.quantization_version u32              = 2
llama_model_loader: - kv  43:                          general.file_type u32              = 7
llama_model_loader: - kv  44:               MoE_Quantization.ffn_up_exps str              = Q4_K
llama_model_loader: - kv  45:             MoE_Quantization.ffn_gate_exps str              = Q4_K
llama_model_loader: - kv  46:             MoE_Quantization.ffn_down_exps str              = Q5_K
llama_model_loader: - kv  47:              MoE_Quantization.type_default str              = Q8_0
llama_model_loader: - kv  48:                      quantize.imatrix.file str              = /mnt/srv/snowdrift/fp16/Qwen3.6-35B-A...
llama_model_loader: - kv  49:                   quantize.imatrix.dataset str              = /mnt/srv/host/resources/KLD/combined_...
llama_model_loader: - kv  50:             quantize.imatrix.entries_count u32              = 510
llama_model_loader: - kv  51:              quantize.imatrix.chunks_count u32              = 148
llama_model_loader: - type  f32:  331 tensors
llama_model_loader: - type q8_0:  282 tensors
llama_model_loader: - type q4_K:   80 tensors
llama_model_loader: - type q5_K:   40 tensors
print_info: file format = GGUF V3 (latest)
print_info: file type   = Q8_0
print_info: file size   = 20.61 GiB (5.11 BPW) 
load: 0 unused tokens
load: printing all EOG tokens:
load:   - 248044 ('<|endoftext|>')
load:   - 248046 ('<|im_end|>')
load:   - 248063 ('<|fim_pad|>')
load:   - 248064 ('<|repo_name|>')
load:   - 248065 ('<|file_sep|>')
load: special tokens cache size = 33
load: token to piece cache size = 1.7581 MB
print_info: arch                  = qwen35moe
print_info: vocab_only            = 0
print_info: no_alloc              = 0
print_info: n_ctx_train           = 262144
print_info: n_embd                = 2048
print_info: n_embd_inp            = 2048
print_info: n_layer               = 40
print_info: n_head                = 16
print_info: n_head_kv             = 2
print_info: n_rot                 = 64
print_info: n_swa                 = 0
print_info: is_swa_any            = 0
print_info: n_embd_head_k         = 256
print_info: n_embd_head_v         = 256
print_info: n_gqa                 = 8
print_info: n_embd_k_gqa          = 512
print_info: n_embd_v_gqa          = 512
print_info: f_norm_eps            = 0.0e+00
print_info: f_norm_rms_eps        = 1.0e-06
print_info: f_clamp_kqv           = 0.0e+00
print_info: f_max_alibi_bias      = 0.0e+00
print_info: f_logit_scale         = 0.0e+00
print_info: f_attn_scale          = 0.0e+00
print_info: n_ff                  = 0
print_info: n_expert              = 256
print_info: n_expert_used         = 8
print_info: n_expert_groups       = 0
print_info: n_group_used          = 0
print_info: causal attn           = 1
print_info: pooling type          = -1
print_info: rope type             = 40
print_info: rope scaling          = linear
print_info: freq_base_train       = 10000000.0
print_info: freq_scale_train      = 1
print_info: n_ctx_orig_yarn       = 262144
print_info: rope_yarn_log_mul     = 0.0000
print_info: rope_finetuned        = unknown
print_info: mrope sections        = [11, 11, 10, 0]
print_info: ssm_d_conv            = 4
print_info: ssm_d_inner           = 4096
print_info: ssm_d_state           = 128
print_info: ssm_dt_rank           = 32
print_info: ssm_n_group           = 16
print_info: ssm_dt_b_c_rms        = 0
print_info: model type            = 35B.A3B
print_info: model params          = 34.66 B
print_info: general.name          = Qwen3.6 35B A3B
print_info: vocab type            = BPE
print_info: n_vocab               = 248320
print_info: n_merges              = 247587
print_info: BOS token             = 248044 '<|endoftext|>'
print_info: EOS token             = 248046 '<|im_end|>'
print_info: EOT token             = 248046 '<|im_end|>'
print_info: PAD token             = 248044 '<|endoftext|>'
print_info: LF token              = 198 'Ċ'
print_info: FIM PRE token         = 248060 '<|fim_prefix|>'
print_info: FIM SUF token         = 248062 '<|fim_suffix|>'
print_info: FIM MID token         = 248061 '<|fim_middle|>'
print_info: FIM PAD token         = 248063 '<|fim_pad|>'
print_info: FIM REP token         = 248064 '<|repo_name|>'
print_info: FIM SEP token         = 248065 '<|file_sep|>'
print_info: EOG token             = 248044 '<|endoftext|>'
print_info: EOG token             = 248046 '<|im_end|>'
print_info: EOG token             = 248063 '<|fim_pad|>'
print_info: EOG token             = 248064 '<|repo_name|>'
print_info: EOG token             = 248065 '<|file_sep|>'
print_info: max token length      = 256
load_tensors: loading model tensors, this can take a while... (mmap = true, direct_io = false)
load_tensors: offloading output layer to GPU
load_tensors: offloading 39 repeating layers to GPU
load_tensors: offloaded 41/41 layers to GPU
load_tensors:   CPU_Mapped model buffer size =   515.31 MiB
load_tensors:        CUDA0 model buffer size =  3015.10 MiB
load_tensors:        CUDA1 model buffer size =  2511.45 MiB
load_tensors:        CUDA2 model buffer size =  2504.64 MiB
load_tensors:        CUDA3 model buffer size =  2511.45 MiB
load_tensors:        CUDA4 model buffer size =  2511.45 MiB
load_tensors:        CUDA5 model buffer size =  2511.45 MiB
load_tensors:        CUDA6 model buffer size =  2504.64 MiB
load_tensors:        CUDA7 model buffer size =  2523.12 MiB
..................................................................................................
common_init_result: added <|endoftext|> logit bias = -inf
common_init_result: added <|im_end|> logit bias = -inf
common_init_result: added <|fim_pad|> logit bias = -inf
common_init_result: added <|repo_name|> logit bias = -inf
common_init_result: added <|file_sep|> logit bias = -inf
llama_context: constructing llama_context
llama_context: n_seq_max     = 16
llama_context: n_ctx         = 8192
llama_context: n_ctx_seq     = 512
llama_context: n_batch       = 8192
llama_context: n_ubatch      = 8192
llama_context: causal_attn   = 1
llama_context: flash_attn    = enabled
llama_context: kv_unified    = false
llama_context: freq_base     = 10000000.0
llama_context: freq_scale    = 1
llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized
llama_context:  CUDA_Host  output buffer size =    15.16 MiB
llama_kv_cache:      CUDA0 KV buffer size =    16.00 MiB
llama_kv_cache:      CUDA1 KV buffer size =    16.00 MiB
llama_kv_cache:      CUDA2 KV buffer size =    32.00 MiB
llama_kv_cache:      CUDA3 KV buffer size =    16.00 MiB
llama_kv_cache:      CUDA4 KV buffer size =    16.00 MiB
llama_kv_cache:      CUDA5 KV buffer size =    16.00 MiB
llama_kv_cache:      CUDA6 KV buffer size =    32.00 MiB
llama_kv_cache:      CUDA7 KV buffer size =    16.00 MiB
llama_kv_cache: size =  160.00 MiB (   512 cells,  10 layers, 16/16 seqs), K (f16):   80.00 MiB, V (f16):   80.00 MiB
llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 256
llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 256
llama_memory_recurrent:      CUDA0 RS buffer size =   167.50 MiB
llama_memory_recurrent:      CUDA1 RS buffer size =   134.00 MiB
llama_memory_recurrent:      CUDA2 RS buffer size =   100.50 MiB
llama_memory_recurrent:      CUDA3 RS buffer size =   134.00 MiB
llama_memory_recurrent:      CUDA4 RS buffer size =   134.00 MiB
llama_memory_recurrent:      CUDA5 RS buffer size =   134.00 MiB
llama_memory_recurrent:      CUDA6 RS buffer size =   100.50 MiB
llama_memory_recurrent:      CUDA7 RS buffer size =   100.50 MiB
llama_memory_recurrent: size = 1005.00 MiB (    16 cells,  40 layers, 16 seqs), R (f32):   45.00 MiB, S (f32):  960.00 MiB
llama_context: pipeline parallelism enabled
sched_reserve: reserving ...
sched_reserve: resolving fused Gated Delta Net support:
sched_reserve: fused Gated Delta Net (autoregressive) enabled
sched_reserve: fused Gated Delta Net (chunked) enabled
sched_reserve:      CUDA0 compute buffer size =  1417.00 MiB
sched_reserve:      CUDA1 compute buffer size =  1377.00 MiB
sched_reserve:      CUDA2 compute buffer size =  1377.00 MiB
sched_reserve:      CUDA3 compute buffer size =  1377.00 MiB
sched_reserve:      CUDA4 compute buffer size =  1377.00 MiB
sched_reserve:      CUDA5 compute buffer size =  1377.00 MiB
sched_reserve:      CUDA6 compute buffer size =  1377.00 MiB
sched_reserve:      CUDA7 compute buffer size =  8241.13 MiB
sched_reserve:  CUDA_Host compute buffer size =   193.25 MiB
sched_reserve: graph nodes  = 3749
sched_reserve: graph splits = 9
sched_reserve: reserve took 141.64 ms, sched copies = 4
common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable)

system_info: n_threads = 48 (n_threads_batch = 48) / 56 | CUDA : ARCHS = 1200 | USE_GRAPHS = 1 | PEER_MAX_BATCH_SIZE = 128 | BLACKWELL_NATIVE_FP4 = 1 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX_VNNI = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | AVX512 = 1 | AVX512_VBMI = 1 | AVX512_VNNI = 1 | AVX512_BF16 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 | 
kl_divergence: computing over 580 chunks, n_ctx=512, batch_size=8192, n_seq=16
kl_divergence: 1.91 seconds per pass - ETA 1.15 minutes

chunk             PPL               ln(PPL(Q)/PPL(base))          KL Divergence              Δp RMS            Same top p
   1       4.0573 ±    0.5532      -0.00486 ±    0.00882       0.00956 ±    0.00262     3.211 ±  0.620 %    97.255 ±  1.025 %
   2       5.7506 ±    0.6607      -0.01019 ±    0.00619       0.00946 ±    0.00144     2.705 ±  0.387 %    95.686 ±  0.901 %
   3       5.2064 ±    0.4818       0.00861 ±    0.00953       0.01851 ±    0.00222     4.213 ±  0.447 %    95.425 ±  0.756 %
   4       5.1903 ±    0.3964       0.00926 ±    0.00807       0.01687 ±    0.00168     3.973 ±  0.359 %    95.294 ±  0.663 %
   5       5.3219 ±    0.3562       0.00958 ±    0.00682       0.01618 ±    0.00137     3.807 ±  0.304 %    95.216 ±  0.598 %
   6       5.4925 ±    0.3345       0.00812 ±    0.00588       0.01563 ±    0.00115     3.717 ±  0.265 %    94.575 ±  0.579 %
   7       5.7353 ±    0.3252       0.00757 ±    0.00546       0.01555 ±    0.00101     3.648 ±  0.235 %    94.118 ±  0.557 %
   8       6.2406 ±    0.3403       0.00590 ±    0.00492       0.01538 ±    0.00092     3.584 ±  0.220 %    93.922 ±  0.529 %
   9       6.7178 ±    0.3503       0.00635 ±    0.00454       0.01474 ±    0.00083     3.469 ±  0.204 %    93.813 ±  0.503 %
  10       7.1086 ±    0.3532       0.00729 ±    0.00419       0.01420 ±    0.00075     3.350 ±  0.191 %    94.039 ±  0.469 %
  11       7.0382 ±    0.3295       0.00819 ±    0.00390       0.01395 ±    0.00070     3.292 ±  0.178 %    93.939 ±  0.451 %
  12       7.1438 ±    0.3225       0.00710 ±    0.00365       0.01385 ±    0.00066     3.320 ±  0.174 %    94.085 ±  0.427 %
  13       7.5464 ±    0.3336       0.00634 ±    0.00348       0.01389 ±    0.00065     3.257 ±  0.165 %    94.148 ±  0.408 %
  14       7.1272 ±    0.2999       0.00660 ±    0.00329       0.01349 ±    0.00061     3.193 ±  0.157 %    94.314 ±  0.388 %
  15       7.0820 ±    0.2863       0.00594 ±    0.00312       0.01331 ±    0.00058     3.219 ±  0.156 %    94.484 ±  0.369 %
  16       7.1089 ±    0.2789       0.00511 ±    0.00300       0.01302 ±    0.00055     3.196 ±  0.149 %    94.583 ±  0.354 %
  17       6.7206 ±    0.2525       0.00492 ±    0.00287       0.01278 ±    0.00052     3.174 ±  0.141 %    94.510 ±  0.346 %
  18       6.7734 ±    0.2476       0.00437 ±    0.00277       0.01258 ±    0.00050     3.121 ±  0.136 %    94.532 ±  0.336 %
  19       6.7098 ±    0.2392       0.00556 ±    0.00270       0.01249 ±    0.00048     3.131 ±  0.130 %    94.489 ±  0.328 %
  20       6.6368 ±    0.2291       0.00591 ±    0.00263       0.01287 ±    0.00048     3.124 ±  0.125 %    94.392 ±  0.322 %
  21       6.4619 ±    0.2167       0.00566 ±    0.00257       0.01279 ±    0.00047     3.111 ±  0.120 %    94.566 ±  0.310 %
  22       6.4012 ±    0.2097       0.00476 ±    0.00250       0.01280 ±    0.00046     3.089 ±  0.116 %    94.635 ±  0.301 %
  23       6.1742 ±    0.1965       0.00459 ±    0.00252       0.01341 ±    0.00065     3.335 ±  0.208 %    94.663 ±  0.294 %
  24       5.9240 ±    0.1831       0.00569 ±    0.00254       0.01373 ±    0.00082     3.469 ±  0.240 %    94.706 ±  0.286 %
  25       5.8008 ±    0.1748       0.00594 ±    0.00249       0.01382 ±    0.00079     3.506 ±  0.229 %    94.714 ±  0.280 %
  26       5.6685 ±    0.1661       0.00505 ±    0.00243       0.01368 ±    0.00077     3.487 ±  0.221 %    94.857 ±  0.271 %
  27       5.5705 ±    0.1594       0.00406 ±    0.00238       0.01364 ±    0.00074     3.494 ±  0.214 %    94.902 ±  0.265 %
  28       5.5072 ±    0.1542       0.00304 ±    0.00233       0.01366 ±    0.00072     3.476 ±  0.207 %    94.930 ±  0.260 %
  29       5.5153 ±    0.1518       0.00233 ±    0.00226       0.01350 ±    0.00069     3.449 ±  0.202 %    94.929 ±  0.255 %
  30       5.4826 ±    0.1480       0.00226 ±    0.00223       0.01346 ±    0.00067     3.429 ±  0.197 %    94.980 ±  0.250 %
  31       5.4492 ±    0.1442       0.00180 ±    0.00218       0.01340 ±    0.00065     3.419 ±  0.191 %    95.003 ±  0.245 %
  32       5.4779 ±    0.1433       0.00165 ±    0.00216       0.01355 ±    0.00065     3.419 ±  0.186 %    95.000 ±  0.241 %
  33       5.4733 ±    0.1411       0.00251 ±    0.00213       0.01353 ±    0.00063     3.431 ±  0.181 %    95.033 ±  0.237 %
  34       5.5205 ±    0.1408       0.00233 ±    0.00210       0.01351 ±    0.00062     3.431 ±  0.176 %    95.087 ±  0.232 %
  35       5.6022 ±    0.1411       0.00274 ±    0.00207       0.01358 ±    0.00060     3.406 ±  0.172 %    94.947 ±  0.232 %
  36       5.7245 ±    0.1427       0.00273 ±    0.00206       0.01376 ±    0.00059     3.388 ±  0.168 %    94.880 ±  0.230 %
  37       5.7935 ±    0.1424       0.00290 ±    0.00202       0.01378 ±    0.00058     3.373 ±  0.165 %    94.817 ±  0.228 %
  38       5.7777 ±    0.1399       0.00322 ±    0.00198       0.01369 ±    0.00057     3.355 ±  0.161 %    94.788 ±  0.226 %
  39       5.7996 ±    0.1390       0.00321 ±    0.00194       0.01356 ±    0.00055     3.343 ±  0.158 %    94.801 ±  0.223 %
  40       5.8456 ±    0.1392       0.00342 ±    0.00193       0.01346 ±    0.00054     3.333 ±  0.155 %    94.843 ±  0.219 %
  41       5.8636 ±    0.1381       0.00350 ±    0.00189       0.01336 ±    0.00053     3.316 ±  0.152 %    94.873 ±  0.216 %
  42       5.9115 ±    0.1377       0.00347 ±    0.00186       0.01331 ±    0.00052     3.306 ±  0.149 %    94.874 ±  0.213 %
  43       5.9109 ±    0.1361       0.00356 ±    0.00183       0.01318 ±    0.00050     3.290 ±  0.147 %    94.856 ±  0.211 %
  44       5.8957 ±    0.1339       0.00351 ±    0.00180       0.01312 ±    0.00049     3.279 ±  0.144 %    94.840 ±  0.209 %
  45       5.9532 ±    0.1341       0.00334 ±    0.00178       0.01304 ±    0.00048     3.259 ±  0.142 %    94.824 ±  0.207 %
  46       5.9233 ±    0.1317       0.00352 ±    0.00176       0.01299 ±    0.00047     3.263 ±  0.139 %    94.851 ±  0.204 %
  47       6.0310 ±    0.1334       0.00341 ±    0.00174       0.01294 ±    0.00046     3.249 ±  0.137 %    94.835 ±  0.202 %
  48       6.0827 ±    0.1331       0.00364 ±    0.00171       0.01285 ±    0.00045     3.243 ±  0.135 %    94.861 ±  0.200 %
  49       6.0498 ±    0.1308       0.00372 ±    0.00168       0.01276 ±    0.00045     3.235 ±  0.132 %    94.878 ±  0.197 %
  50       6.0695 ±    0.1300       0.00438 ±    0.00168       0.01304 ±    0.00044     3.284 ±  0.132 %    94.863 ±  0.196 %
  51       6.0632 ±    0.1283       0.00425 ±    0.00166       0.01300 ±    0.00044     3.280 ±  0.130 %    94.871 ±  0.193 %
  52       6.1107 ±    0.1285       0.00422 ±    0.00165       0.01298 ±    0.00043     3.279 ±  0.128 %    94.925 ±  0.191 %
  53       6.1595 ±    0.1283       0.00407 ±    0.00162       0.01288 ±    0.00042     3.258 ±  0.126 %    94.932 ±  0.189 %
  54       6.1794 ±    0.1274       0.00392 ±    0.00160       0.01283 ±    0.00041     3.256 ±  0.124 %    94.953 ±  0.187 %
  55       6.1932 ±    0.1266       0.00383 ±    0.00158       0.01276 ±    0.00041     3.238 ±  0.123 %    94.980 ±  0.184 %
  56       6.2189 ±    0.1262       0.00445 ±    0.00157       0.01274 ±    0.00040     3.249 ±  0.121 %    95.000 ±  0.182 %
  57       6.2279 ±    0.1253       0.00428 ±    0.00155       0.01286 ±    0.00040     3.261 ±  0.119 %    94.978 ±  0.181 %
  58       6.2374 ±    0.1242       0.00445 ±    0.00154       0.01282 ±    0.00039     3.252 ±  0.117 %    94.990 ±  0.179 %
  59       6.2389 ±    0.1231       0.00458 ±    0.00152       0.01283 ±    0.00038     3.251 ±  0.116 %    94.988 ±  0.178 %
  60       6.2711 ±    0.1229       0.00481 ±    0.00151       0.01282 ±    0.00038     3.241 ±  0.114 %    94.980 ±  0.177 %
  61       6.3022 ±    0.1228       0.00452 ±    0.00150       0.01291 ±    0.00037     3.248 ±  0.112 %    94.960 ±  0.175 %
  62       6.3587 ±    0.1230       0.00470 ±    0.00149       0.01287 ±    0.00037     3.240 ±  0.111 %    94.984 ±  0.174 %
  63       6.4049 ±    0.1231       0.00460 ±    0.00148       0.01289 ±    0.00036     3.237 ±  0.109 %    94.970 ±  0.172 %
  64       6.4528 ±    0.1231       0.00471 ±    0.00146       0.01286 ±    0.00036     3.231 ±  0.108 %    94.939 ±  0.172 %
  65       6.5112 ±    0.1235       0.00442 ±    0.00145       0.01283 ±    0.00035     3.220 ±  0.107 %    94.932 ±  0.170 %
  66       6.5384 ±    0.1231       0.00442 ±    0.00144       0.01279 ±    0.00035     3.213 ±  0.105 %    94.955 ±  0.169 %
  67       6.6085 ±    0.1240       0.00502 ±    0.00144       0.01292 ±    0.00035     3.249 ±  0.109 %    94.955 ±  0.167 %
  68       6.6389 ±    0.1238       0.00495 ±    0.00143       0.01288 ±    0.00035     3.236 ±  0.107 %    94.942 ±  0.166 %
  69       6.6527 ±    0.1230       0.00499 ±    0.00141       0.01281 ±    0.00034     3.223 ±  0.106 %    94.925 ±  0.165 %
  70       6.6202 ±    0.1214       0.00517 ±    0.00140       0.01286 ±    0.00034     3.247 ±  0.105 %    94.947 ±  0.164 %
  71       6.6657 ±    0.1214       0.00506 ±    0.00140       0.01283 ±    0.00034     3.236 ±  0.103 %    94.935 ±  0.163 %
  72       6.6807 ±    0.1206       0.00512 ±    0.00139       0.01280 ±    0.00033     3.223 ±  0.102 %    94.935 ±  0.162 %
  73       6.7122 ±    0.1205       0.00526 ±    0.00138       0.01282 ±    0.00033     3.236 ±  0.101 %    94.913 ±  0.161 %
  74       6.7085 ±    0.1197       0.00509 ±    0.00137       0.01277 ±    0.00032     3.241 ±  0.101 %    94.944 ±  0.159 %
  75       6.6953 ±    0.1188       0.00488 ±    0.00135       0.01279 ±    0.00033     3.254 ±  0.101 %    94.959 ±  0.158 %
  76       6.6899 ±    0.1181       0.00477 ±    0.00134       0.01274 ±    0.00032     3.244 ±  0.100 %    94.964 ±  0.157 %
  77       6.7285 ±    0.1182       0.00498 ±    0.00133       0.01275 ±    0.00032     3.240 ±  0.099 %    94.938 ±  0.156 %
  78       6.7411 ±    0.1182       0.00519 ±    0.00132       0.01272 ±    0.00032     3.232 ±  0.098 %    94.967 ±  0.155 %
  79       6.6272 ±    0.1154       0.00548 ±    0.00133       0.01313 ±    0.00033     3.374 ±  0.102 %    94.957 ±  0.154 %
  80       6.5753 ±    0.1135       0.00546 ±    0.00133       0.01333 ±    0.00033     3.397 ±  0.100 %    94.931 ±  0.154 %
  81       6.5551 ±    0.1123       0.00568 ±    0.00132       0.01335 ±    0.00033     3.404 ±  0.099 %    94.936 ±  0.153 %
  82       6.5675 ±    0.1119       0.00563 ±    0.00131       0.01337 ±    0.00032     3.407 ±  0.098 %    94.935 ±  0.152 %
  83       6.5781 ±    0.1114       0.00564 ±    0.00130       0.01336 ±    0.00032     3.397 ±  0.098 %    94.940 ±  0.151 %
  84       6.5743 ±    0.1106       0.00545 ±    0.00129       0.01334 ±    0.00032     3.389 ±  0.097 %    94.949 ±  0.150 %
  85       6.5924 ±    0.1102       0.00549 ±    0.00128       0.01334 ±    0.00031     3.388 ±  0.096 %    94.939 ±  0.149 %
  86       6.6265 ±    0.1103       0.00541 ±    0.00127       0.01331 ±    0.00031     3.375 ±  0.095 %    94.943 ±  0.148 %
  87       6.6295 ±    0.1097       0.00529 ±    0.00126       0.01328 ±    0.00031     3.372 ±  0.094 %    94.952 ±  0.147 %
  88       6.6403 ±    0.1094       0.00520 ±    0.00126       0.01330 ±    0.00031     3.374 ±  0.093 %    94.955 ±  0.146 %
  89       6.6138 ±    0.1082       0.00516 ±    0.00125       0.01330 ±    0.00030     3.377 ±  0.093 %    94.964 ±  0.145 %
  90       6.6008 ±    0.1073       0.00514 ±    0.00124       0.01329 ±    0.00030     3.386 ±  0.092 %    94.954 ±  0.144 %
  91       6.6015 ±    0.1066       0.00525 ±    0.00123       0.01322 ±    0.00030     3.374 ±  0.092 %    94.949 ±  0.144 %
  92       6.5879 ±    0.1057       0.00533 ±    0.00122       0.01321 ±    0.00030     3.368 ±  0.091 %    94.974 ±  0.143 %
  93       6.6159 ±    0.1057       0.00548 ±    0.00122       0.01319 ±    0.00029     3.363 ±  0.090 %    94.978 ±  0.142 %
  94       6.6276 ±    0.1054       0.00555 ±    0.00121       0.01320 ±    0.00029     3.361 ±  0.089 %    94.956 ±  0.141 %
  95       6.6428 ±    0.1051       0.00539 ±    0.00120       0.01315 ±    0.00029     3.348 ±  0.088 %    94.964 ±  0.141 %
  96       6.6389 ±    0.1043       0.00534 ±    0.00119       0.01315 ±    0.00029     3.342 ±  0.088 %    94.951 ±  0.140 %
  97       6.6251 ±    0.1035       0.00545 ±    0.00119       0.01315 ±    0.00028     3.340 ±  0.087 %    94.922 ±  0.140 %
  98       6.6186 ±    0.1027       0.00534 ±    0.00118       0.01313 ±    0.00028     3.333 ±  0.086 %    94.894 ±  0.139 %
  99       6.6210 ±    0.1023       0.00497 ±    0.00118       0.01317 ±    0.00028     3.355 ±  0.089 %    94.886 ±  0.139 %
 100       6.6461 ±    0.1022       0.00478 ±    0.00118       0.01316 ±    0.00028     3.354 ±  0.088 %    94.871 ±  0.138 %
 101       6.6565 ±    0.1019       0.00487 ±    0.00117       0.01312 ±    0.00028     3.345 ±  0.088 %    94.902 ±  0.137 %
 102       6.6558 ±    0.1015       0.00494 ±    0.00116       0.01311 ±    0.00028     3.344 ±  0.087 %    94.902 ±  0.136 %
 103       6.6494 ±    0.1009       0.00500 ±    0.00117       0.01327 ±    0.00028     3.392 ±  0.093 %    94.902 ±  0.136 %
 104       6.6367 ±    0.1002       0.00505 ±    0.00116       0.01323 ±    0.00028     3.383 ±  0.092 %    94.894 ±  0.135 %
 105       6.6378 ±    0.0998       0.00502 ±    0.00115       0.01325 ±    0.00028     3.381 ±  0.091 %    94.887 ±  0.135 %
 106       6.6590 ±    0.0998       0.00519 ±    0.00115       0.01324 ±    0.00028     3.372 ±  0.091 %    94.880 ±  0.134 %
 107       6.6876 ±    0.0998       0.00492 ±    0.00114       0.01326 ±    0.00028     3.367 ±  0.090 %    94.876 ±  0.133 %
 108       6.7390 ±    0.1003       0.00483 ±    0.00114       0.01324 ±    0.00028     3.359 ±  0.090 %    94.887 ±  0.133 %
 109       6.7311 ±    0.0997       0.00501 ±    0.00113       0.01328 ±    0.00027     3.371 ±  0.089 %    94.880 ±  0.132 %
 110       6.7876 ±    0.1003       0.00492 ±    0.00113       0.01325 ±    0.00027     3.361 ±  0.089 %    94.866 ±  0.132 %
 111       6.8177 ±    0.1005       0.00477 ±    0.00112       0.01319 ±    0.00027     3.352 ±  0.088 %    94.867 ±  0.131 %
 112       6.8336 ±    0.1002       0.00474 ±    0.00112       0.01317 ±    0.00027     3.344 ±  0.087 %    94.870 ±  0.131 %
 113       6.8634 ±    0.1005       0.00474 ±    0.00111       0.01314 ±    0.00027     3.343 ±  0.087 %    94.874 ±  0.130 %
 114       6.9092 ±    0.1009       0.00489 ±    0.00110       0.01313 ±    0.00026     3.332 ±  0.086 %    94.868 ±  0.129 %
 115       6.9335 ±    0.1009       0.00478 ±    0.00110       0.01311 ±    0.00026     3.327 ±  0.086 %    94.871 ±  0.129 %
 116       6.8783 ±    0.0996       0.00465 ±    0.00110       0.01335 ±    0.00027     3.418 ±  0.087 %    94.865 ±  0.128 %
 117       6.8726 ±    0.0991       0.00462 ±    0.00109       0.01334 ±    0.00026     3.413 ±  0.087 %    94.855 ±  0.128 %
 118       6.8759 ±    0.0987       0.00472 ±    0.00109       0.01332 ±    0.00026     3.404 ±  0.086 %    94.872 ±  0.127 %
 119       6.8444 ±    0.0977       0.00462 ±    0.00108       0.01329 ±    0.00026     3.402 ±  0.086 %    94.885 ±  0.126 %
 120       6.8490 ±    0.0975       0.00443 ±    0.00108       0.01326 ±    0.00026     3.396 ±  0.085 %    94.899 ±  0.126 %
 121       6.8309 ±    0.0968       0.00444 ±    0.00107       0.01322 ±    0.00026     3.390 ±  0.085 %    94.905 ±  0.125 %
 122       6.8138 ±    0.0961       0.00435 ±    0.00106       0.01319 ±    0.00025     3.387 ±  0.084 %    94.921 ±  0.124 %
 123       6.8030 ±    0.0956       0.00442 ±    0.00106       0.01316 ±    0.00025     3.386 ±  0.084 %    94.934 ±  0.124 %
 124       6.7771 ±    0.0948       0.00449 ±    0.00105       0.01314 ±    0.00025     3.387 ±  0.083 %    94.946 ±  0.123 %
 125       6.7555 ±    0.0939       0.00441 ±    0.00105       0.01315 ±    0.00025     3.384 ±  0.083 %    94.943 ±  0.123 %
 126       6.7331 ±    0.0932       0.00443 ±    0.00104       0.01313 ±    0.00025     3.383 ±  0.082 %    94.946 ±  0.122 %
 127       6.7093 ±    0.0925       0.00438 ±    0.00104       0.01313 ±    0.00025     3.385 ±  0.082 %    94.951 ±  0.122 %
 128       6.6635 ±    0.0914       0.00440 ±    0.00103       0.01312 ±    0.00024     3.394 ±  0.081 %    94.975 ±  0.121 %
 129       6.6314 ±    0.0905       0.00429 ±    0.00103       0.01313 ±    0.00024     3.399 ±  0.081 %    94.999 ±  0.120 %
 130       6.6075 ±    0.0898       0.00429 ±    0.00102       0.01313 ±    0.00024     3.400 ±  0.080 %    95.020 ±  0.119 %
 131       6.5846 ±    0.0890       0.00435 ±    0.00102       0.01310 ±    0.00024     3.398 ±  0.080 %    95.034 ±  0.119 %
 132       6.5967 ±    0.0888       0.00433 ±    0.00101       0.01309 ±    0.00024     3.398 ±  0.079 %    95.024 ±  0.119 %
 133       6.5951 ±    0.0884       0.00438 ±    0.00101       0.01305 ±    0.00024     3.391 ±  0.079 %    95.026 ±  0.118 %
 134       6.5979 ±    0.0881       0.00436 ±    0.00101       0.01303 ±    0.00023     3.384 ±  0.078 %    95.037 ±  0.117 %
 135       6.6053 ±    0.0879       0.00440 ±    0.00100       0.01301 ±    0.00023     3.377 ±  0.078 %    95.033 ±  0.117 %
 136       6.5917 ±    0.0874       0.00439 ±    0.00099       0.01298 ±    0.00023     3.373 ±  0.078 %    95.043 ±  0.117 %
 137       6.5718 ±    0.0867       0.00440 ±    0.00099       0.01297 ±    0.00023     3.376 ±  0.077 %    95.051 ±  0.116 %
 138       6.5728 ±    0.0864       0.00438 ±    0.00099       0.01297 ±    0.00023     3.378 ±  0.077 %    95.058 ±  0.116 %
 139       6.5842 ±    0.0863       0.00435 ±    0.00098       0.01299 ±    0.00023     3.380 ±  0.076 %    95.049 ±  0.115 %
 140       6.5847 ±    0.0860       0.00446 ±    0.00099       0.01304 ±    0.00023     3.413 ±  0.080 %    95.045 ±  0.115 %
 141       6.5978 ±    0.0858       0.00453 ±    0.00098       0.01306 ±    0.00023     3.417 ±  0.079 %    95.047 ±  0.114 %
 142       6.6094 ±    0.0857       0.00440 ±    0.00098       0.01305 ±    0.00023     3.413 ±  0.079 %    95.051 ±  0.114 %
 143       6.6063 ±    0.0854       0.00439 ±    0.00098       0.01307 ±    0.00023     3.419 ±  0.078 %    95.045 ±  0.114 %
 144       6.6121 ±    0.0852       0.00423 ±    0.00098       0.01306 ±    0.00023     3.418 ±  0.078 %    95.046 ±  0.113 %
 145       6.5864 ±    0.0844       0.00410 ±    0.00097       0.01302 ±    0.00023     3.414 ±  0.078 %    95.051 ±  0.113 %
 146       6.5717 ±    0.0839       0.00411 ±    0.00097       0.01298 ±    0.00022     3.407 ±  0.077 %    95.055 ±  0.112 %
 147       6.5471 ±    0.0832       0.00407 ±    0.00096       0.01294 ±    0.00022     3.404 ±  0.077 %    95.046 ±  0.112 %
 148       6.5320 ±    0.0827       0.00405 ±    0.00096       0.01291 ±    0.00022     3.398 ±  0.077 %    95.058 ±  0.112 %
 149       6.4955 ±    0.0819       0.00408 ±    0.00095       0.01285 ±    0.00022     3.390 ±  0.076 %    95.065 ±  0.111 %
 150       6.4732 ±    0.0813       0.00406 ±    0.00095       0.01284 ±    0.00022     3.386 ±  0.076 %    95.077 ±  0.111 %
 151       6.4624 ±    0.0809       0.00411 ±    0.00094       0.01280 ±    0.00022     3.379 ±  0.075 %    95.084 ±  0.110 %
 152       6.4410 ±    0.0803       0.00409 ±    0.00094       0.01277 ±    0.00022     3.377 ±  0.075 %    95.095 ±  0.110 %
 153       6.4127 ±    0.0795       0.00405 ±    0.00093       0.01274 ±    0.00022     3.374 ±  0.075 %    95.104 ±  0.109 %
 154       6.4048 ±    0.0791       0.00407 ±    0.00093       0.01271 ±    0.00021     3.370 ±  0.074 %    95.095 ±  0.109 %
 155       6.3878 ±    0.0785       0.00413 ±    0.00092       0.01268 ±    0.00021     3.365 ±  0.074 %    95.094 ±  0.109 %
 156       6.3608 ±    0.0779       0.00405 ±    0.00092       0.01265 ±    0.00021     3.363 ±  0.074 %    95.090 ±  0.108 %
 157       6.3404 ±    0.0773       0.00406 ±    0.00092       0.01263 ±    0.00021     3.359 ±  0.073 %    95.089 ±  0.108 %
 158       6.3227 ±    0.0768       0.00389 ±    0.00091       0.01261 ±    0.00021     3.353 ±  0.073 %    95.101 ±  0.108 %
 159       6.2979 ±    0.0761       0.00387 ±    0.00091       0.01258 ±    0.00021     3.347 ±  0.072 %    95.112 ±  0.107 %
 160       6.2797 ±    0.0756       0.00383 ±    0.00091       0.01255 ±    0.00021     3.343 ±  0.072 %    95.125 ±  0.107 %
 161       6.2741 ±    0.0753       0.00378 ±    0.00090       0.01256 ±    0.00021     3.348 ±  0.072 %    95.107 ±  0.106 %
 162       6.2563 ±    0.0747       0.00373 ±    0.00090       0.01254 ±    0.00020     3.347 ±  0.071 %    95.115 ±  0.106 %
 163       6.2365 ±    0.0742       0.00381 ±    0.00090       0.01253 ±    0.00020     3.347 ±  0.071 %    95.114 ±  0.106 %
 164       6.2329 ±    0.0739       0.00379 ±    0.00089       0.01250 ±    0.00020     3.343 ±  0.071 %    95.110 ±  0.105 %
 165       6.2450 ±    0.0738       0.00380 ±    0.00089       0.01251 ±    0.00020     3.345 ±  0.070 %    95.094 ±  0.105 %
 166       6.2365 ±    0.0735       0.00382 ±    0.00089       0.01252 ±    0.00020     3.342 ±  0.070 %    95.112 ±  0.105 %
 167       6.2602 ±    0.0737       0.00388 ±    0.00089       0.01252 ±    0.00020     3.340 ±  0.070 %    95.120 ±  0.104 %
 168       6.2632 ±    0.0735       0.00376 ±    0.00089       0.01252 ±    0.00020     3.335 ±  0.069 %    95.117 ±  0.104 %
 169       6.2953 ±    0.0737       0.00363 ±    0.00088       0.01251 ±    0.00020     3.328 ±  0.069 %    95.113 ±  0.104 %
 170       6.3000 ±    0.0735       0.00359 ±    0.00088       0.01250 ±    0.00020     3.324 ±  0.069 %    95.114 ±  0.104 %
 171       6.3360 ±    0.0739       0.00368 ±    0.00088       0.01249 ±    0.00020     3.319 ±  0.069 %    95.108 ±  0.103 %
 172       6.3731 ±    0.0742       0.00367 ±    0.00087       0.01248 ±    0.00020     3.312 ±  0.068 %    95.103 ±  0.103 %
 173       6.3931 ±    0.0743       0.00358 ±    0.00087       0.01253 ±    0.00020     3.325 ±  0.070 %    95.101 ±  0.103 %
 174       6.4417 ±    0.0748       0.00361 ±    0.00087       0.01253 ±    0.00020     3.322 ±  0.069 %    95.094 ±  0.103 %
 175       6.4612 ±    0.0749       0.00367 ±    0.00087       0.01252 ±    0.00020     3.320 ±  0.069 %    95.092 ±  0.102 %
 176       6.4959 ±    0.0752       0.00374 ±    0.00086       0.01251 ±    0.00020     3.315 ±  0.069 %    95.089 ±  0.102 %
 177       6.5202 ±    0.0755       0.00371 ±    0.00086       0.01251 ±    0.00019     3.312 ±  0.068 %    95.088 ±  0.102 %
 178       6.5254 ±    0.0754       0.00379 ±    0.00086       0.01252 ±    0.00019     3.313 ±  0.068 %    95.087 ±  0.101 %
 179       6.5185 ±    0.0751       0.00378 ±    0.00086       0.01259 ±    0.00019     3.324 ±  0.068 %    95.066 ±  0.101 %
 180       6.5141 ±    0.0748       0.00394 ±    0.00086       0.01277 ±    0.00019     3.348 ±  0.067 %    95.041 ±  0.101 %
 181       6.5371 ±    0.0749       0.00397 ±    0.00086       0.01277 ±    0.00019     3.342 ±  0.067 %    95.047 ±  0.101 %
 182       6.5439 ±    0.0749       0.00389 ±    0.00086       0.01278 ±    0.00019     3.348 ±  0.067 %    95.048 ±  0.101 %
 183       6.5482 ±    0.0748       0.00407 ±    0.00086       0.01284 ±    0.00019     3.361 ±  0.067 %    95.043 ±  0.100 %
 184       6.5583 ±    0.0747       0.00410 ±    0.00086       0.01284 ±    0.00019     3.359 ±  0.067 %    95.034 ±  0.100 %
 185       6.5588 ±    0.0745       0.00411 ±    0.00086       0.01281 ±    0.00019     3.353 ±  0.067 %    95.042 ±  0.100 %
 186       6.5623 ±    0.0744       0.00411 ±    0.00086       0.01283 ±    0.00019     3.359 ±  0.067 %    95.045 ±  0.100 %
 187       6.5679 ±    0.0743       0.00416 ±    0.00085       0.01283 ±    0.00019     3.366 ±  0.067 %    95.038 ±  0.099 %
 188       6.5791 ±    0.0742       0.00403 ±    0.00085       0.01282 ±    0.00019     3.368 ±  0.066 %    95.038 ±  0.099 %
 189       6.5980 ±    0.0743       0.00407 ±    0.00085       0.01281 ±    0.00019     3.363 ±  0.066 %    95.037 ±  0.099 %
 190       6.6134 ±    0.0743       0.00410 ±    0.00084       0.01279 ±    0.00019     3.356 ±  0.066 %    95.030 ±  0.099 %
 191       6.6176 ±    0.0742       0.00409 ±    0.00084       0.01278 ±    0.00019     3.355 ±  0.066 %    95.031 ±  0.098 %
 192       6.6197 ±    0.0740       0.00401 ±    0.00084       0.01282 ±    0.00019     3.355 ±  0.066 %    95.033 ±  0.098 %
 193       6.6353 ±    0.0740       0.00398 ±    0.00084       0.01280 ±    0.00019     3.349 ±  0.065 %    95.030 ±  0.098 %
 194       6.6549 ±    0.0741       0.00404 ±    0.00084       0.01279 ±    0.00019     3.344 ±  0.065 %    95.027 ±  0.098 %
 195       6.6771 ±    0.0742       0.00401 ±    0.00083       0.01281 ±    0.00019     3.343 ±  0.065 %    95.029 ±  0.097 %
 196       6.6877 ±    0.0742       0.00404 ±    0.00083       0.01280 ±    0.00019     3.339 ±  0.065 %    95.030 ±  0.097 %
 197       6.6742 ±    0.0738       0.00408 ±    0.00083       0.01278 ±    0.00019     3.335 ±  0.064 %    95.031 ±  0.097 %
 198       6.6721 ±    0.0736       0.00401 ±    0.00083       0.01276 ±    0.00019     3.330 ±  0.064 %    95.035 ±  0.097 %
 199       6.6624 ±    0.0732       0.00402 ±    0.00083       0.01277 ±    0.00019     3.333 ±  0.064 %    95.042 ±  0.096 %
 200       6.6649 ±    0.0731       0.00390 ±    0.00082       0.01278 ±    0.00018     3.336 ±  0.064 %    95.039 ±  0.096 %
 201       6.6690 ±    0.0730       0.00392 ±    0.00082       0.01281 ±    0.00019     3.349 ±  0.064 %    95.033 ±  0.096 %
 202       6.6896 ±    0.0731       0.00379 ±    0.00082       0.01280 ±    0.00018     3.346 ±  0.064 %    95.028 ±  0.096 %
 203       6.7139 ±    0.0733       0.00385 ±    0.00082       0.01281 ±    0.00018     3.357 ±  0.064 %    95.026 ±  0.096 %
 204       6.7335 ±    0.0734       0.00395 ±    0.00082       0.01280 ±    0.00018     3.353 ±  0.064 %    95.012 ±  0.095 %
 205       6.7239 ±    0.0731       0.00389 ±    0.00082       0.01281 ±    0.00018     3.352 ±  0.064 %    95.013 ±  0.095 %
 206       6.7406 ±    0.0731       0.00390 ±    0.00081       0.01278 ±    0.00018     3.347 ±  0.064 %    95.022 ±  0.095 %
 207       6.7268 ±    0.0727       0.00391 ±    0.00081       0.01278 ±    0.00018     3.345 ±  0.064 %    95.025 ±  0.095 %
 208       6.7338 ±    0.0727       0.00396 ±    0.00081       0.01278 ±    0.00018     3.344 ±  0.063 %    95.028 ±  0.094 %
 209       6.7284 ±    0.0724       0.00394 ±    0.00081       0.01281 ±    0.00018     3.346 ±  0.063 %    95.016 ±  0.094 %
 210       6.7282 ±    0.0722       0.00397 ±    0.00080       0.01280 ±    0.00018     3.342 ±  0.063 %    95.021 ±  0.094 %
 211       6.7301 ±    0.0721       0.00396 ±    0.00080       0.01281 ±    0.00018     3.340 ±  0.063 %    95.015 ±  0.094 %
 212       6.7338 ±    0.0720       0.00395 ±    0.00080       0.01280 ±    0.00018     3.338 ±  0.062 %    95.011 ±  0.094 %
 213       6.7194 ±    0.0716       0.00400 ±    0.00080       0.01278 ±    0.00018     3.335 ±  0.062 %    95.012 ±  0.093 %
 214       6.7074 ±    0.0713       0.00398 ±    0.00080       0.01276 ±    0.00018     3.332 ±  0.062 %    95.016 ±  0.093 %
 215       6.6948 ±    0.0709       0.00398 ±    0.00079       0.01275 ±    0.00018     3.332 ±  0.062 %    95.024 ±  0.093 %
 216       6.6954 ±    0.0708       0.00399 ±    0.00079       0.01274 ±    0.00018     3.329 ±  0.061 %    95.031 ±  0.093 %
 217       6.6853 ±    0.0705       0.00390 ±    0.00079       0.01273 ±    0.00018     3.328 ±  0.061 %    95.027 ±  0.092 %
 218       6.6667 ±    0.0701       0.00393 ±    0.00079       0.01271 ±    0.00018     3.324 ±  0.061 %    95.033 ±  0.092 %
 219       6.6421 ±    0.0696       0.00395 ±    0.00078       0.01269 ±    0.00017     3.322 ±  0.061 %    95.042 ±  0.092 %
 220       6.6333 ±    0.0693       0.00392 ±    0.00078       0.01267 ±    0.00017     3.319 ±  0.061 %    95.037 ±  0.092 %
 221       6.6286 ±    0.0691       0.00397 ±    0.00078       0.01267 ±    0.00017     3.321 ±  0.060 %    95.042 ±  0.091 %
 222       6.6273 ±    0.0689       0.00400 ±    0.00078       0.01267 ±    0.00017     3.322 ±  0.060 %    95.027 ±  0.091 %
 223       6.6367 ±    0.0689       0.00397 ±    0.00078       0.01268 ±    0.00017     3.319 ±  0.060 %    95.015 ±  0.091 %
 224       6.6205 ±    0.0685       0.00397 ±    0.00077       0.01267 ±    0.00017     3.317 ±  0.060 %    95.012 ±  0.091 %
 225       6.6098 ±    0.0682       0.00391 ±    0.00077       0.01267 ±    0.00017     3.316 ±  0.060 %    95.014 ±  0.091 %
 226       6.6114 ±    0.0681       0.00389 ±    0.00077       0.01267 ±    0.00017     3.315 ±  0.059 %    95.018 ±  0.091 %
 227       6.5955 ±    0.0677       0.00381 ±    0.00077       0.01265 ±    0.00017     3.312 ±  0.059 %    95.019 ±  0.090 %
 228       6.5824 ±    0.0674       0.00366 ±    0.00077       0.01265 ±    0.00017     3.313 ±  0.059 %    95.021 ±  0.090 %
 229       6.5737 ±    0.0671       0.00367 ±    0.00076       0.01264 ±    0.00017     3.311 ±  0.059 %    95.027 ±  0.090 %
 230       6.5554 ±    0.0667       0.00358 ±    0.00076       0.01263 ±    0.00017     3.308 ±  0.058 %    95.032 ±  0.090 %
 231       6.5455 ±    0.0665       0.00359 ±    0.00076       0.01262 ±    0.00017     3.306 ±  0.058 %    95.033 ±  0.090 %
 232       6.5452 ±    0.0663       0.00362 ±    0.00076       0.01261 ±    0.00017     3.304 ±  0.058 %    95.014 ±  0.089 %
 233       6.5421 ±    0.0661       0.00365 ±    0.00076       0.01264 ±    0.00017     3.310 ±  0.058 %    94.995 ±  0.089 %
 234       6.5395 ±    0.0659       0.00361 ±    0.00076       0.01265 ±    0.00017     3.313 ±  0.058 %    94.991 ±  0.089 %
 235       6.5267 ±    0.0656       0.00341 ±    0.00076       0.01275 ±    0.00017     3.335 ±  0.058 %    94.987 ±  0.089 %
 236       6.5208 ±    0.0654       0.00336 ±    0.00076       0.01277 ±    0.00017     3.334 ±  0.058 %    94.995 ±  0.089 %
 237       6.5097 ±    0.0651       0.00334 ±    0.00075       0.01274 ±    0.00017     3.330 ±  0.058 %    95.006 ±  0.089 %
 238       6.4989 ±    0.0649       0.00325 ±    0.00075       0.01273 ±    0.00017     3.331 ±  0.057 %    95.011 ±  0.088 %
 239       6.4935 ±    0.0647       0.00331 ±    0.00075       0.01272 ±    0.00017     3.330 ±  0.057 %    95.018 ±  0.088 %
 240       6.4912 ±    0.0645       0.00331 ±    0.00075       0.01271 ±    0.00017     3.327 ±  0.057 %    95.025 ±  0.088 %
 241       6.4904 ±    0.0644       0.00335 ±    0.00075       0.01271 ±    0.00017     3.324 ±  0.057 %    95.021 ±  0.088 %
 242       6.4963 ±    0.0644       0.00342 ±    0.00074       0.01270 ±    0.00017     3.326 ±  0.057 %    95.019 ±  0.088 %
 243       6.5114 ±    0.0645       0.00341 ±    0.00074       0.01270 ±    0.00016     3.324 ±  0.056 %    95.023 ±  0.087 %
 244       6.5126 ±    0.0643       0.00338 ±    0.00074       0.01273 ±    0.00017     3.336 ±  0.058 %    95.019 ±  0.087 %
 245       6.5219 ±    0.0643       0.00332 ±    0.00074       0.01275 ±    0.00017     3.337 ±  0.057 %    95.016 ±  0.087 %
 246       6.5347 ±    0.0643       0.00336 ±    0.00074       0.01275 ±    0.00016     3.334 ±  0.057 %    95.014 ±  0.087 %
 247       6.5504 ±    0.0644       0.00339 ±    0.00074       0.01274 ±    0.00016     3.329 ±  0.057 %    94.999 ±  0.087 %
 248       6.5606 ±    0.0644       0.00336 ±    0.00074       0.01273 ±    0.00016     3.326 ±  0.057 %    94.992 ±  0.087 %
 249       6.5701 ±    0.0644       0.00337 ±    0.00074       0.01273 ±    0.00016     3.323 ±  0.057 %    94.976 ±  0.087 %
 250       6.5828 ±    0.0644       0.00340 ±    0.00073       0.01271 ±    0.00016     3.321 ±  0.057 %    94.971 ±  0.087 %
 251       6.5902 ±    0.0644       0.00339 ±    0.00073       0.01269 ±    0.00016     3.317 ±  0.056 %    94.975 ±  0.086 %
 252       6.6037 ±    0.0644       0.00334 ±    0.00073       0.01269 ±    0.00016     3.315 ±  0.056 %    94.972 ±  0.086 %
 253       6.6280 ±    0.0645       0.00338 ±    0.00073       0.01267 ±    0.00016     3.311 ±  0.056 %    94.973 ±  0.086 %
 254       6.6302 ±    0.0644       0.00332 ±    0.00073       0.01266 ±    0.00016     3.308 ±  0.056 %    94.978 ±  0.086 %
 255       6.6320 ±    0.0644       0.00335 ±    0.00073       0.01265 ±    0.00016     3.304 ±  0.056 %    94.988 ±  0.086 %
 256       6.6386 ±    0.0643       0.00338 ±    0.00073       0.01268 ±    0.00016     3.311 ±  0.056 %    94.971 ±  0.086 %
 257       6.6331 ±    0.0642       0.00336 ±    0.00072       0.01267 ±    0.00016     3.308 ±  0.056 %    94.969 ±  0.085 %
 258       6.6139 ±    0.0638       0.00338 ±    0.00072       0.01266 ±    0.00016     3.308 ±  0.056 %    94.969 ±  0.085 %
 259       6.6013 ±    0.0635       0.00339 ±    0.00072       0.01265 ±    0.00016     3.309 ±  0.056 %    94.973 ±  0.085 %
 260       6.5863 ±    0.0632       0.00339 ±    0.00072       0.01266 ±    0.00016     3.313 ±  0.055 %    94.976 ±  0.085 %
 261       6.5716 ±    0.0629       0.00335 ±    0.00072       0.01265 ±    0.00016     3.310 ±  0.055 %    94.982 ±  0.085 %
 262       6.5760 ±    0.0628       0.00335 ±    0.00072       0.01265 ±    0.00016     3.308 ±  0.055 %    94.990 ±  0.084 %
 263       6.5829 ±    0.0628       0.00338 ±    0.00071       0.01265 ±    0.00016     3.305 ±  0.055 %    94.991 ±  0.084 %
 264       6.5861 ±    0.0627       0.00335 ±    0.00071       0.01265 ±    0.00016     3.304 ±  0.055 %    94.990 ±  0.084 %
 265       6.5924 ±    0.0627       0.00335 ±    0.00071       0.01265 ±    0.00016     3.302 ±  0.055 %    94.985 ±  0.084 %
 266       6.5867 ±    0.0625       0.00330 ±    0.00071       0.01266 ±    0.00015     3.307 ±  0.055 %    94.983 ±  0.084 %
 267       6.5786 ±    0.0623       0.00330 ±    0.00071       0.01265 ±    0.00015     3.306 ±  0.054 %    94.981 ±  0.084 %
 268       6.5781 ±    0.0622       0.00335 ±    0.00071       0.01265 ±    0.00015     3.304 ±  0.054 %    94.981 ±  0.084 %
 269       6.5715 ±    0.0620       0.00334 ±    0.00071       0.01265 ±    0.00015     3.305 ±  0.054 %    94.981 ±  0.083 %
 270       6.5593 ±    0.0617       0.00337 ±    0.00070       0.01264 ±    0.00015     3.302 ±  0.054 %    94.988 ±  0.083 %
 271       6.5541 ±    0.0615       0.00334 ±    0.00070       0.01268 ±    0.00015     3.313 ±  0.054 %    94.987 ±  0.083 %
 272       6.5411 ±    0.0613       0.00334 ±    0.00070       0.01269 ±    0.00015     3.313 ±  0.054 %    94.988 ±  0.083 %
 273       6.5448 ±    0.0612       0.00338 ±    0.00070       0.01267 ±    0.00015     3.310 ±  0.054 %    94.991 ±  0.083 %
 274       6.5430 ±    0.0610       0.00350 ±    0.00070       0.01270 ±    0.00015     3.313 ±  0.054 %    94.994 ±  0.083 %
 275       6.5441 ±    0.0609       0.00347 ±    0.00070       0.01269 ±    0.00015     3.312 ±  0.053 %    94.995 ±  0.082 %
 276       6.5415 ±    0.0608       0.00340 ±    0.00070       0.01268 ±    0.00015     3.311 ±  0.053 %    94.989 ±  0.082 %
 277       6.5405 ±    0.0606       0.00339 ±    0.00070       0.01272 ±    0.00015     3.329 ±  0.054 %    94.993 ±  0.082 %
 278       6.5424 ±    0.0606       0.00336 ±    0.00070       0.01271 ±    0.00015     3.325 ±  0.054 %    94.994 ±  0.082 %
 279       6.5440 ±    0.0605       0.00344 ±    0.00070       0.01270 ±    0.00015     3.323 ±  0.054 %    94.998 ±  0.082 %
 280       6.5274 ±    0.0602       0.00346 ±    0.00069       0.01269 ±    0.00015     3.328 ±  0.054 %    95.007 ±  0.082 %
 281       6.5342 ±    0.0602       0.00357 ±    0.00070       0.01275 ±    0.00015     3.337 ±  0.054 %    95.001 ±  0.081 %
 282       6.5147 ±    0.0599       0.00351 ±    0.00069       0.01274 ±    0.00015     3.336 ±  0.054 %    94.999 ±  0.081 %
 283       6.5075 ±    0.0598       0.00348 ±    0.00070       0.01280 ±    0.00015     3.352 ±  0.054 %    95.000 ±  0.081 %
 284       6.5118 ±    0.0597       0.00348 ±    0.00069       0.01279 ±    0.00015     3.350 ±  0.054 %    95.004 ±  0.081 %
 285       6.5098 ±    0.0596       0.00351 ±    0.00069       0.01280 ±    0.00015     3.347 ±  0.054 %    95.001 ±  0.081 %
 286       6.4942 ±    0.0593       0.00347 ±    0.00069       0.01278 ±    0.00015     3.345 ±  0.053 %    95.001 ±  0.081 %
 287       6.4877 ±    0.0591       0.00349 ±    0.00069       0.01279 ±    0.00015     3.346 ±  0.053 %    94.999 ±  0.081 %
 288       6.4911 ±    0.0591       0.00357 ±    0.00069       0.01280 ±    0.00015     3.349 ±  0.053 %    94.997 ±  0.080 %
 289       6.5017 ±    0.0591       0.00354 ±    0.00069       0.01280 ±    0.00015     3.346 ±  0.053 %    94.994 ±  0.080 %
 290       6.5139 ±    0.0591       0.00351 ±    0.00069       0.01279 ±    0.00015     3.342 ±  0.053 %    95.001 ±  0.080 %
 291       6.5259 ±    0.0592       0.00353 ±    0.00069       0.01278 ±    0.00015     3.339 ±  0.053 %    95.002 ±  0.080 %
 292       6.5334 ±    0.0592       0.00359 ±    0.00068       0.01279 ±    0.00015     3.341 ±  0.053 %    95.000 ±  0.080 %
 293       6.5393 ±    0.0591       0.00352 ±    0.00068       0.01278 ±    0.00015     3.340 ±  0.053 %    94.993 ±  0.080 %
 294       6.5565 ±    0.0592       0.00361 ±    0.00068       0.01280 ±    0.00015     3.336 ±  0.053 %    94.999 ±  0.080 %
 295       6.5552 ±    0.0591       0.00367 ±    0.00068       0.01279 ±    0.00015     3.335 ±  0.052 %    94.995 ±  0.080 %
 296       6.5607 ±    0.0591       0.00361 ±    0.00068       0.01279 ±    0.00015     3.335 ±  0.052 %    94.996 ±  0.079 %
 297       6.5516 ±    0.0589       0.00360 ±    0.00068       0.01279 ±    0.00015     3.338 ±  0.052 %    95.000 ±  0.079 %
 298       6.5482 ±    0.0587       0.00358 ±    0.00068       0.01278 ±    0.00015     3.336 ±  0.052 %    95.006 ±  0.079 %
 299       6.5427 ±    0.0586       0.00356 ±    0.00068       0.01276 ±    0.00015     3.333 ±  0.052 %    95.004 ±  0.079 %
 300       6.5385 ±    0.0584       0.00358 ±    0.00068       0.01275 ±    0.00015     3.331 ±  0.052 %    95.012 ±  0.079 %
 301       6.5332 ±    0.0582       0.00355 ±    0.00067       0.01276 ±    0.00015     3.330 ±  0.052 %    95.018 ±  0.079 %
 302       6.5241 ±    0.0580       0.00354 ±    0.00067       0.01275 ±    0.00015     3.331 ±  0.051 %    95.020 ±  0.078 %
 303       6.5312 ±    0.0580       0.00353 ±    0.00067       0.01275 ±    0.00015     3.329 ±  0.051 %    95.022 ±  0.078 %
 304       6.5358 ±    0.0580       0.00351 ±    0.00067       0.01274 ±    0.00015     3.326 ±  0.051 %    95.025 ±  0.078 %
 305       6.5325 ±    0.0578       0.00349 ±    0.00067       0.01274 ±    0.00015     3.327 ±  0.051 %    95.016 ±  0.078 %
 306       6.5329 ±    0.0577       0.00351 ±    0.00067       0.01275 ±    0.00015     3.328 ±  0.051 %    95.019 ±  0.078 %
 307       6.5327 ±    0.0576       0.00354 ±    0.00067       0.01275 ±    0.00015     3.327 ±  0.051 %    95.021 ±  0.078 %
 308       6.5304 ±    0.0575       0.00352 ±    0.00067       0.01276 ±    0.00015     3.329 ±  0.051 %    95.014 ±  0.078 %
 309       6.5332 ±    0.0574       0.00357 ±    0.00067       0.01276 ±    0.00014     3.332 ±  0.051 %    95.012 ±  0.078 %
 310       6.5393 ±    0.0574       0.00352 ±    0.00067       0.01276 ±    0.00014     3.330 ±  0.050 %    95.008 ±  0.077 %
 311       6.5371 ±    0.0573       0.00349 ±    0.00066       0.01275 ±    0.00014     3.327 ±  0.050 %    95.019 ±  0.077 %
 312       6.5402 ±    0.0572       0.00344 ±    0.00066       0.01276 ±    0.00014     3.326 ±  0.050 %    95.019 ±  0.077 %
 313       6.5412 ±    0.0571       0.00348 ±    0.00066       0.01276 ±    0.00014     3.325 ±  0.050 %    95.017 ±  0.077 %
 314       6.5333 ±    0.0569       0.00347 ±    0.00066       0.01274 ±    0.00014     3.324 ±  0.050 %    95.021 ±  0.077 %
 315       6.5260 ±    0.0568       0.00343 ±    0.00066       0.01273 ±    0.00014     3.323 ±  0.050 %    95.024 ±  0.077 %
 316       6.5408 ±    0.0568       0.00338 ±    0.00066       0.01271 ±    0.00014     3.319 ±  0.050 %    95.026 ±  0.077 %
 317       6.5467 ±    0.0568       0.00331 ±    0.00066       0.01270 ±    0.00014     3.316 ±  0.050 %    95.023 ±  0.076 %
 318       6.5589 ±    0.0569       0.00330 ±    0.00066       0.01269 ±    0.00014     3.314 ±  0.049 %    95.019 ±  0.076 %
 319       6.5325 ±    0.0565       0.00343 ±    0.00066       0.01293 ±    0.00015     3.380 ±  0.050 %    95.003 ±  0.076 %
 320       6.5186 ±    0.0563       0.00349 ±    0.00066       0.01304 ±    0.00015     3.405 ±  0.050 %    94.995 ±  0.076 %
 321       6.5056 ±    0.0560       0.00348 ±    0.00066       0.01313 ±    0.00015     3.424 ±  0.050 %    94.990 ±  0.076 %
 322       6.5084 ±    0.0560       0.00352 ±    0.00066       0.01320 ±    0.00015     3.426 ±  0.050 %    94.980 ±  0.076 %
 323       6.5072 ±    0.0559       0.00347 ±    0.00066       0.01325 ±    0.00015     3.430 ±  0.050 %    94.970 ±  0.076 %
 324       6.5130 ±    0.0559       0.00347 ±    0.00066       0.01325 ±    0.00015     3.428 ±  0.049 %    94.969 ±  0.076 %
 325       6.5082 ±    0.0557       0.00347 ±    0.00066       0.01324 ±    0.00015     3.426 ±  0.049 %    94.977 ±  0.076 %
 326       6.5080 ±    0.0556       0.00348 ±    0.00066       0.01322 ±    0.00015     3.423 ±  0.049 %    94.972 ±  0.076 %
 327       6.5042 ±    0.0555       0.00348 ±    0.00066       0.01323 ±    0.00015     3.431 ±  0.050 %    94.974 ±  0.076 %
 328       6.5015 ±    0.0554       0.00347 ±    0.00066       0.01322 ±    0.00015     3.428 ±  0.050 %    94.973 ±  0.076 %
 329       6.4955 ±    0.0552       0.00341 ±    0.00066       0.01322 ±    0.00015     3.434 ±  0.050 %    94.969 ±  0.075 %
 330       6.4897 ±    0.0551       0.00337 ±    0.00065       0.01320 ±    0.00015     3.431 ±  0.050 %    94.979 ±  0.075 %
 331       6.4903 ±    0.0550       0.00334 ±    0.00065       0.01319 ±    0.00015     3.430 ±  0.049 %    94.978 ±  0.075 %
 332       6.4840 ±    0.0548       0.00335 ±    0.00065       0.01318 ±    0.00015     3.428 ±  0.049 %    94.982 ±  0.075 %
 333       6.4792 ±    0.0547       0.00339 ±    0.00065       0.01317 ±    0.00015     3.426 ±  0.049 %    94.982 ±  0.075 %
 334       6.4872 ±    0.0547       0.00334 ±    0.00065       0.01317 ±    0.00015     3.422 ±  0.049 %    94.976 ±  0.075 %
 335       6.4812 ±    0.0546       0.00334 ±    0.00065       0.01315 ±    0.00015     3.420 ±  0.049 %    94.972 ±  0.075 %
 336       6.4846 ±    0.0545       0.00337 ±    0.00065       0.01317 ±    0.00015     3.419 ±  0.049 %    94.965 ±  0.075 %
 337       6.4848 ±    0.0545       0.00336 ±    0.00065       0.01317 ±    0.00015     3.418 ±  0.049 %    94.958 ±  0.075 %
 338       6.4838 ±    0.0544       0.00332 ±    0.00065       0.01317 ±    0.00014     3.416 ±  0.049 %    94.956 ±  0.075 %
 339       6.4802 ±    0.0543       0.00334 ±    0.00065       0.01317 ±    0.00014     3.414 ±  0.049 %    94.955 ±  0.074 %
 340       6.4727 ±    0.0541       0.00335 ±    0.00064       0.01315 ±    0.00014     3.412 ±  0.048 %    94.964 ±  0.074 %
 341       6.4791 ±    0.0541       0.00332 ±    0.00064       0.01314 ±    0.00014     3.411 ±  0.048 %    94.962 ±  0.074 %
 342       6.4801 ±    0.0540       0.00334 ±    0.00064       0.01312 ±    0.00014     3.408 ±  0.048 %    94.965 ±  0.074 %
 343       6.4822 ±    0.0539       0.00335 ±    0.00064       0.01311 ±    0.00014     3.406 ±  0.048 %    94.964 ±  0.074 %
 344       6.4816 ±    0.0538       0.00334 ±    0.00064       0.01310 ±    0.00014     3.405 ±  0.048 %    94.961 ±  0.074 %
 345       6.4724 ±    0.0536       0.00331 ±    0.00064       0.01309 ±    0.00014     3.403 ±  0.048 %    94.966 ±  0.074 %
 346       6.4734 ±    0.0536       0.00332 ±    0.00064       0.01308 ±    0.00014     3.404 ±  0.048 %    94.962 ±  0.074 %
 347       6.4662 ±    0.0534       0.00331 ±    0.00063       0.01306 ±    0.00014     3.402 ±  0.048 %    94.960 ±  0.074 %
 348       6.4656 ±    0.0533       0.00337 ±    0.00063       0.01307 ±    0.00014     3.404 ±  0.048 %    94.959 ±  0.073 %
 349       6.4628 ±    0.0532       0.00338 ±    0.00063       0.01306 ±    0.00014     3.401 ±  0.048 %    94.964 ±  0.073 %
 350       6.4681 ±    0.0532       0.00338 ±    0.00063       0.01305 ±    0.00014     3.399 ±  0.048 %    94.965 ±  0.073 %
 351       6.4653 ±    0.0531       0.00332 ±    0.00063       0.01305 ±    0.00014     3.398 ±  0.047 %    94.960 ±  0.073 %
 352       6.4593 ±    0.0529       0.00331 ±    0.00063       0.01304 ±    0.00014     3.396 ±  0.047 %    94.960 ±  0.073 %
 353       6.4694 ±    0.0530       0.00330 ±    0.00063       0.01303 ±    0.00014     3.396 ±  0.047 %    94.961 ±  0.073 %
 354       6.4774 ±    0.0529       0.00328 ±    0.00063       0.01302 ±    0.00014     3.393 ±  0.047 %    94.963 ±  0.073 %
 355       6.4854 ±    0.0530       0.00329 ±    0.00063       0.01301 ±    0.00014     3.391 ±  0.047 %    94.966 ±  0.073 %
 356       6.4779 ±    0.0528       0.00333 ±    0.00063       0.01302 ±    0.00014     3.403 ±  0.047 %    94.969 ±  0.073 %
 357       6.4776 ±    0.0527       0.00331 ±    0.00063       0.01303 ±    0.00014     3.401 ±  0.047 %    94.963 ±  0.072 %
 358       6.4720 ±    0.0526       0.00327 ±    0.00063       0.01304 ±    0.00014     3.400 ±  0.047 %    94.965 ±  0.072 %
 359       6.4752 ±    0.0526       0.00329 ±    0.00063       0.01305 ±    0.00014     3.402 ±  0.047 %    94.958 ±  0.072 %
 360       6.4690 ±    0.0524       0.00328 ±    0.00062       0.01304 ±    0.00014     3.401 ±  0.047 %    94.958 ±  0.072 %
 361       6.4636 ±    0.0523       0.00335 ±    0.00062       0.01305 ±    0.00014     3.401 ±  0.047 %    94.958 ±  0.072 %
 362       6.4617 ±    0.0522       0.00347 ±    0.00062       0.01307 ±    0.00014     3.402 ±  0.047 %    94.959 ±  0.072 %
 363       6.4720 ±    0.0522       0.00350 ±    0.00062       0.01308 ±    0.00014     3.400 ±  0.047 %    94.953 ±  0.072 %
 364       6.4930 ±    0.0524       0.00341 ±    0.00062       0.01307 ±    0.00014     3.398 ±  0.046 %    94.950 ±  0.072 %
 365       6.5071 ±    0.0524       0.00343 ±    0.00062       0.01308 ±    0.00014     3.396 ±  0.046 %    94.954 ±  0.072 %
 366       6.5304 ±    0.0526       0.00344 ±    0.00062       0.01307 ±    0.00014     3.393 ±  0.046 %    94.954 ±  0.072 %
 367       6.5436 ±    0.0527       0.00341 ±    0.00062       0.01307 ±    0.00014     3.390 ±  0.046 %    94.956 ±  0.072 %
 368       6.5536 ±    0.0527       0.00334 ±    0.00062       0.01308 ±    0.00014     3.389 ±  0.046 %    94.954 ±  0.071 %
 369       6.5709 ±    0.0529       0.00331 ±    0.00062       0.01307 ±    0.00014     3.387 ±  0.046 %    94.953 ±  0.071 %
 370       6.5898 ±    0.0530       0.00328 ±    0.00062       0.01307 ±    0.00014     3.384 ±  0.046 %    94.950 ±  0.071 %
 371       6.5941 ±    0.0530       0.00328 ±    0.00062       0.01307 ±    0.00013     3.383 ±  0.046 %    94.953 ±  0.071 %
 372       6.6020 ±    0.0530       0.00322 ±    0.00061       0.01307 ±    0.00013     3.381 ±  0.046 %    94.946 ±  0.071 %
 373       6.6153 ±    0.0530       0.00320 ±    0.00061       0.01308 ±    0.00013     3.379 ±  0.046 %    94.941 ±  0.071 %
 374       6.6283 ±    0.0531       0.00317 ±    0.00061       0.01308 ±    0.00013     3.378 ±  0.046 %    94.939 ±  0.071 %
 375       6.6353 ±    0.0531       0.00317 ±    0.00061       0.01308 ±    0.00013     3.376 ±  0.045 %    94.942 ±  0.071 %
 376       6.6452 ±    0.0531       0.00322 ±    0.00061       0.01310 ±    0.00013     3.375 ±  0.045 %    94.942 ±  0.071 %
 377       6.6543 ±    0.0531       0.00330 ±    0.00061       0.01311 ±    0.00013     3.375 ±  0.045 %    94.944 ±  0.071 %
 378       6.6697 ±    0.0532       0.00327 ±    0.00061       0.01310 ±    0.00013     3.374 ±  0.045 %    94.941 ±  0.071 %
 379       6.6826 ±    0.0533       0.00328 ±    0.00061       0.01311 ±    0.00013     3.375 ±  0.045 %    94.938 ±  0.071 %
 380       6.6909 ±    0.0533       0.00327 ±    0.00061       0.01311 ±    0.00013     3.373 ±  0.045 %    94.932 ±  0.070 %
 381       6.7022 ±    0.0534       0.00324 ±    0.00061       0.01311 ±    0.00013     3.372 ±  0.045 %    94.932 ±  0.070 %
 382       6.7099 ±    0.0534       0.00321 ±    0.00061       0.01311 ±    0.00013     3.370 ±  0.045 %    94.931 ±  0.070 %
 383       6.7294 ±    0.0535       0.00316 ±    0.00061       0.01310 ±    0.00013     3.368 ±  0.045 %    94.931 ±  0.070 %
 384       6.7437 ±    0.0536       0.00312 ±    0.00061       0.01309 ±    0.00013     3.368 ±  0.045 %    94.930 ±  0.070 %
 385       6.7451 ±    0.0535       0.00314 ±    0.00061       0.01309 ±    0.00013     3.368 ±  0.045 %    94.929 ±  0.070 %
 386       6.7466 ±    0.0535       0.00321 ±    0.00060       0.01308 ±    0.00013     3.366 ±  0.045 %    94.929 ±  0.070 %
 387       6.7522 ±    0.0535       0.00315 ±    0.00060       0.01308 ±    0.00013     3.364 ±  0.045 %    94.926 ±  0.070 %
 388       6.7724 ±    0.0536       0.00315 ±    0.00060       0.01308 ±    0.00013     3.362 ±  0.044 %    94.917 ±  0.070 %
 389       6.7868 ±    0.0537       0.00313 ±    0.00060       0.01307 ±    0.00013     3.358 ±  0.044 %    94.921 ±  0.070 %
 390       6.7845 ±    0.0536       0.00311 ±    0.00060       0.01306 ±    0.00013     3.357 ±  0.044 %    94.922 ±  0.070 %
 391       6.7797 ±    0.0535       0.00307 ±    0.00060       0.01308 ±    0.00013     3.363 ±  0.045 %    94.921 ±  0.070 %
 392       6.7705 ±    0.0533       0.00300 ±    0.00060       0.01308 ±    0.00013     3.362 ±  0.044 %    94.922 ±  0.069 %
 393       6.7708 ±    0.0532       0.00295 ±    0.00060       0.01307 ±    0.00013     3.361 ±  0.044 %    94.923 ±  0.069 %
 394       6.7736 ±    0.0532       0.00297 ±    0.00060       0.01307 ±    0.00013     3.358 ±  0.044 %    94.923 ±  0.069 %
 395       6.7752 ±    0.0531       0.00298 ±    0.00060       0.01306 ±    0.00013     3.355 ±  0.044 %    94.924 ±  0.069 %
 396       6.7748 ±    0.0531       0.00304 ±    0.00060       0.01305 ±    0.00013     3.353 ±  0.044 %    94.923 ±  0.069 %
 397       6.7762 ±    0.0530       0.00299 ±    0.00060       0.01304 ±    0.00013     3.351 ±  0.044 %    94.927 ±  0.069 %
 398       6.7798 ±    0.0530       0.00303 ±    0.00059       0.01304 ±    0.00013     3.348 ±  0.044 %    94.931 ±  0.069 %
 399       6.7825 ±    0.0529       0.00301 ±    0.00059       0.01304 ±    0.00013     3.346 ±  0.044 %    94.930 ±  0.069 %
 400       6.7761 ±    0.0528       0.00300 ±    0.00059       0.01304 ±    0.00013     3.346 ±  0.044 %    94.925 ±  0.069 %
 401       6.7673 ±    0.0527       0.00300 ±    0.00059       0.01304 ±    0.00013     3.347 ±  0.044 %    94.927 ±  0.069 %
 402       6.7579 ±    0.0525       0.00293 ±    0.00059       0.01309 ±    0.00013     3.360 ±  0.044 %    94.920 ±  0.069 %
 403       6.7466 ±    0.0523       0.00300 ±    0.00059       0.01314 ±    0.00013     3.373 ±  0.044 %    94.912 ±  0.069 %
 404       6.7464 ±    0.0523       0.00299 ±    0.00059       0.01315 ±    0.00013     3.375 ±  0.044 %    94.913 ±  0.068 %
 405       6.7526 ±    0.0523       0.00297 ±    0.00059       0.01316 ±    0.00013     3.378 ±  0.044 %    94.907 ±  0.068 %
 406       6.7568 ±    0.0522       0.00296 ±    0.00059       0.01317 ±    0.00013     3.376 ±  0.043 %    94.904 ±  0.068 %
 407       6.7574 ±    0.0522       0.00293 ±    0.00059       0.01318 ±    0.00013     3.376 ±  0.043 %    94.904 ±  0.068 %
 408       6.7570 ±    0.0521       0.00297 ±    0.00059       0.01319 ±    0.00013     3.377 ±  0.043 %    94.907 ±  0.068 %
 409       6.7674 ±    0.0521       0.00299 ±    0.00059       0.01322 ±    0.00013     3.377 ±  0.043 %    94.891 ±  0.068 %
 410       6.7651 ±    0.0520       0.00304 ±    0.00059       0.01327 ±    0.00013     3.380 ±  0.043 %    94.888 ±  0.068 %
 411       6.7637 ±    0.0519       0.00309 ±    0.00059       0.01334 ±    0.00013     3.391 ±  0.043 %    94.872 ±  0.068 %
 412       6.7611 ±    0.0518       0.00308 ±    0.00059       0.01334 ±    0.00013     3.390 ±  0.043 %    94.872 ±  0.068 %
 413       6.7515 ±    0.0517       0.00306 ±    0.00059       0.01333 ±    0.00013     3.388 ±  0.043 %    94.869 ±  0.068 %
 414       6.7483 ±    0.0516       0.00309 ±    0.00059       0.01337 ±    0.00013     3.390 ±  0.043 %    94.858 ±  0.068 %
 415       6.7507 ±    0.0516       0.00310 ±    0.00059       0.01341 ±    0.00013     3.393 ±  0.043 %    94.850 ±  0.068 %
 416       6.7502 ±    0.0515       0.00319 ±    0.00059       0.01356 ±    0.00013     3.413 ±  0.043 %    94.840 ±  0.068 %
 417       6.7470 ±    0.0514       0.00318 ±    0.00059       0.01358 ±    0.00013     3.418 ±  0.043 %    94.837 ±  0.068 %
 418       6.7391 ±    0.0513       0.00321 ±    0.00059       0.01365 ±    0.00013     3.425 ±  0.043 %    94.828 ±  0.068 %
 419       6.7406 ±    0.0512       0.00321 ±    0.00059       0.01367 ±    0.00013     3.426 ±  0.043 %    94.819 ±  0.068 %
 420       6.7333 ±    0.0511       0.00322 ±    0.00059       0.01367 ±    0.00013     3.425 ±  0.043 %    94.823 ±  0.068 %
 421       6.7273 ±    0.0509       0.00319 ±    0.00059       0.01372 ±    0.00013     3.443 ±  0.043 %    94.816 ±  0.068 %
 422       6.7237 ±    0.0509       0.00325 ±    0.00059       0.01380 ±    0.00013     3.451 ±  0.043 %    94.809 ±  0.068 %
 423       6.7178 ±    0.0507       0.00326 ±    0.00060       0.01384 ±    0.00013     3.454 ±  0.043 %    94.800 ±  0.068 %
 424       6.7198 ±    0.0507       0.00327 ±    0.00060       0.01384 ±    0.00013     3.453 ±  0.043 %    94.803 ±  0.068 %
 425       6.7267 ±    0.0507       0.00333 ±    0.00060       0.01387 ±    0.00013     3.457 ±  0.043 %    94.804 ±  0.067 %
 426       6.7290 ±    0.0507       0.00330 ±    0.00060       0.01388 ±    0.00013     3.456 ±  0.042 %    94.807 ±  0.067 %
 427       6.7332 ±    0.0507       0.00330 ±    0.00060       0.01388 ±    0.00013     3.455 ±  0.042 %    94.805 ±  0.067 %
 428       6.7246 ±    0.0505       0.00331 ±    0.00059       0.01387 ±    0.00013     3.456 ±  0.042 %    94.804 ±  0.067 %
 429       6.7222 ±    0.0505       0.00330 ±    0.00059       0.01388 ±    0.00013     3.456 ±  0.042 %    94.807 ±  0.067 %
 430       6.7245 ±    0.0504       0.00328 ±    0.00059       0.01386 ±    0.00013     3.453 ±  0.042 %    94.807 ±  0.067 %
 431       6.7159 ±    0.0503       0.00335 ±    0.00059       0.01393 ±    0.00014     3.471 ±  0.043 %    94.803 ±  0.067 %
 432       6.7147 ±    0.0502       0.00335 ±    0.00059       0.01393 ±    0.00014     3.472 ±  0.043 %    94.801 ±  0.067 %
 433       6.7174 ±    0.0502       0.00340 ±    0.00059       0.01396 ±    0.00014     3.485 ±  0.044 %    94.802 ±  0.067 %
 434       6.7171 ±    0.0501       0.00340 ±    0.00059       0.01397 ±    0.00014     3.485 ±  0.044 %    94.801 ±  0.067 %
 435       6.7239 ±    0.0501       0.00341 ±    0.00059       0.01396 ±    0.00014     3.482 ±  0.044 %    94.799 ±  0.067 %
 436       6.7225 ±    0.0500       0.00342 ±    0.00059       0.01395 ±    0.00014     3.481 ±  0.043 %    94.801 ±  0.067 %
 437       6.7122 ±    0.0499       0.00346 ±    0.00059       0.01394 ±    0.00014     3.483 ±  0.043 %    94.810 ±  0.066 %
 438       6.7174 ±    0.0499       0.00351 ±    0.00059       0.01395 ±    0.00014     3.484 ±  0.043 %    94.805 ±  0.066 %
 439       6.7222 ±    0.0499       0.00355 ±    0.00059       0.01396 ±    0.00014     3.484 ±  0.043 %    94.810 ±  0.066 %
 440       6.7232 ±    0.0499       0.00353 ±    0.00059       0.01396 ±    0.00014     3.484 ±  0.043 %    94.810 ±  0.066 %
 441       6.7187 ±    0.0498       0.00354 ±    0.00059       0.01395 ±    0.00014     3.486 ±  0.043 %    94.811 ±  0.066 %
 442       6.7168 ±    0.0497       0.00353 ±    0.00059       0.01395 ±    0.00014     3.486 ±  0.043 %    94.813 ±  0.066 %
 443       6.7082 ±    0.0496       0.00351 ±    0.00059       0.01398 ±    0.00014     3.492 ±  0.043 %    94.808 ±  0.066 %
 444       6.7071 ±    0.0495       0.00352 ±    0.00059       0.01397 ±    0.00014     3.490 ±  0.043 %    94.813 ±  0.066 %
 445       6.7063 ±    0.0494       0.00353 ±    0.00059       0.01398 ±    0.00014     3.489 ±  0.043 %    94.814 ±  0.066 %
 446       6.7074 ±    0.0494       0.00355 ±    0.00059       0.01397 ±    0.00014     3.488 ±  0.043 %    94.811 ±  0.066 %
 447       6.6980 ±    0.0492       0.00352 ±    0.00058       0.01395 ±    0.00014     3.485 ±  0.043 %    94.817 ±  0.066 %
 448       6.6989 ±    0.0492       0.00346 ±    0.00058       0.01396 ±    0.00014     3.489 ±  0.043 %    94.814 ±  0.066 %
 449       6.6970 ±    0.0491       0.00347 ±    0.00058       0.01395 ±    0.00014     3.487 ±  0.043 %    94.817 ±  0.066 %
 450       6.6947 ±    0.0490       0.00348 ±    0.00058       0.01398 ±    0.00014     3.491 ±  0.043 %    94.816 ±  0.065 %
 451       6.6907 ±    0.0490       0.00348 ±    0.00058       0.01398 ±    0.00014     3.492 ±  0.043 %    94.819 ±  0.065 %
 452       6.6856 ±    0.0489       0.00354 ±    0.00058       0.01400 ±    0.00014     3.496 ±  0.043 %    94.818 ±  0.065 %
 453       6.6896 ±    0.0488       0.00354 ±    0.00058       0.01398 ±    0.00014     3.494 ±  0.043 %    94.821 ±  0.065 %
 454       6.6947 ±    0.0488       0.00359 ±    0.00058       0.01397 ±    0.00014     3.492 ±  0.043 %    94.821 ±  0.065 %
 455       6.7004 ±    0.0488       0.00355 ±    0.00058       0.01396 ±    0.00014     3.491 ±  0.043 %    94.817 ±  0.065 %
 456       6.7101 ±    0.0489       0.00351 ±    0.00058       0.01396 ±    0.00014     3.490 ±  0.043 %    94.819 ±  0.065 %
 457       6.7043 ±    0.0488       0.00351 ±    0.00058       0.01396 ±    0.00013     3.491 ±  0.043 %    94.819 ±  0.065 %
 458       6.7035 ±    0.0487       0.00347 ±    0.00058       0.01397 ±    0.00013     3.492 ±  0.042 %    94.821 ±  0.065 %
 459       6.7059 ±    0.0487       0.00344 ±    0.00058       0.01397 ±    0.00013     3.492 ±  0.042 %    94.816 ±  0.065 %
 460       6.7130 ±    0.0487       0.00346 ±    0.00058       0.01398 ±    0.00013     3.492 ±  0.042 %    94.815 ±  0.065 %
 461       6.7173 ±    0.0487       0.00346 ±    0.00058       0.01398 ±    0.00013     3.492 ±  0.042 %    94.813 ±  0.065 %
 462       6.7209 ±    0.0487       0.00349 ±    0.00057       0.01398 ±    0.00013     3.492 ±  0.042 %    94.812 ±  0.065 %
 463       6.7253 ±    0.0486       0.00348 ±    0.00057       0.01399 ±    0.00013     3.490 ±  0.042 %    94.817 ±  0.065 %
 464       6.7295 ±    0.0486       0.00347 ±    0.00057       0.01399 ±    0.00013     3.490 ±  0.042 %    94.821 ±  0.064 %
 465       6.7363 ±    0.0486       0.00344 ±    0.00057       0.01398 ±    0.00013     3.488 ±  0.042 %    94.815 ±  0.064 %
 466       6.7442 ±    0.0487       0.00345 ±    0.00057       0.01398 ±    0.00013     3.486 ±  0.042 %    94.812 ±  0.064 %
 467       6.7454 ±    0.0486       0.00343 ±    0.00057       0.01398 ±    0.00013     3.488 ±  0.042 %    94.816 ±  0.064 %
 468       6.7435 ±    0.0486       0.00343 ±    0.00057       0.01398 ±    0.00013     3.487 ±  0.042 %    94.816 ±  0.064 %
 469       6.7433 ±    0.0485       0.00344 ±    0.00057       0.01398 ±    0.00013     3.486 ±  0.042 %    94.813 ±  0.064 %
 470       6.7392 ±    0.0484       0.00342 ±    0.00057       0.01397 ±    0.00013     3.485 ±  0.042 %    94.812 ±  0.064 %
 471       6.7396 ±    0.0484       0.00342 ±    0.00057       0.01396 ±    0.00013     3.482 ±  0.042 %    94.812 ±  0.064 %
 472       6.7462 ±    0.0484       0.00339 ±    0.00057       0.01395 ±    0.00013     3.481 ±  0.042 %    94.815 ±  0.064 %
 473       6.7469 ±    0.0483       0.00336 ±    0.00057       0.01394 ±    0.00013     3.479 ±  0.041 %    94.817 ±  0.064 %
 474       6.7414 ±    0.0482       0.00334 ±    0.00057       0.01392 ±    0.00013     3.478 ±  0.041 %    94.821 ±  0.064 %
 475       6.7401 ±    0.0482       0.00331 ±    0.00056       0.01392 ±    0.00013     3.476 ±  0.041 %    94.824 ±  0.064 %
 476       6.7338 ±    0.0481       0.00329 ±    0.00057       0.01393 ±    0.00013     3.479 ±  0.041 %    94.825 ±  0.064 %
 477       6.7383 ±    0.0481       0.00331 ±    0.00056       0.01393 ±    0.00013     3.477 ±  0.041 %    94.825 ±  0.064 %
 478       6.7487 ±    0.0481       0.00334 ±    0.00056       0.01393 ±    0.00013     3.476 ±  0.041 %    94.822 ±  0.063 %
 479       6.7536 ±    0.0481       0.00343 ±    0.00057       0.01393 ±    0.00013     3.476 ±  0.041 %    94.825 ±  0.063 %
 480       6.7572 ±    0.0481       0.00340 ±    0.00056       0.01393 ±    0.00013     3.474 ±  0.041 %    94.823 ±  0.063 %
 481       6.7613 ±    0.0481       0.00339 ±    0.00056       0.01393 ±    0.00013     3.473 ±  0.041 %    94.820 ±  0.063 %
 482       6.7595 ±    0.0481       0.00338 ±    0.00056       0.01392 ±    0.00013     3.471 ±  0.041 %    94.817 ±  0.063 %
 483       6.7603 ±    0.0480       0.00336 ±    0.00056       0.01390 ±    0.00013     3.468 ±  0.041 %    94.822 ±  0.063 %
 484       6.7596 ±    0.0480       0.00336 ±    0.00056       0.01389 ±    0.00013     3.468 ±  0.041 %    94.823 ±  0.063 %
 485       6.7552 ±    0.0479       0.00338 ±    0.00056       0.01387 ±    0.00013     3.466 ±  0.041 %    94.824 ±  0.063 %
 486       6.7474 ±    0.0477       0.00337 ±    0.00056       0.01387 ±    0.00013     3.467 ±  0.041 %    94.819 ±  0.063 %
 487       6.7479 ±    0.0477       0.00336 ±    0.00056       0.01386 ±    0.00013     3.465 ±  0.041 %    94.821 ±  0.063 %
 488       6.7434 ±    0.0476       0.00337 ±    0.00056       0.01386 ±    0.00013     3.464 ±  0.041 %    94.818 ±  0.063 %
 489       6.7366 ±    0.0475       0.00336 ±    0.00056       0.01385 ±    0.00013     3.465 ±  0.041 %    94.824 ±  0.063 %
 490       6.7340 ±    0.0474       0.00338 ±    0.00056       0.01384 ±    0.00013     3.463 ±  0.040 %    94.827 ±  0.063 %
 491       6.7342 ±    0.0474       0.00339 ±    0.00056       0.01383 ±    0.00013     3.461 ±  0.040 %    94.828 ±  0.063 %
 492       6.7307 ±    0.0473       0.00339 ±    0.00055       0.01381 ±    0.00013     3.459 ±  0.040 %    94.835 ±  0.062 %
 493       6.7303 ±    0.0473       0.00336 ±    0.00055       0.01381 ±    0.00013     3.458 ±  0.040 %    94.839 ±  0.062 %
 494       6.7379 ±    0.0473       0.00337 ±    0.00055       0.01380 ±    0.00013     3.456 ±  0.040 %    94.838 ±  0.062 %
 495       6.7441 ±    0.0473       0.00335 ±    0.00055       0.01380 ±    0.00013     3.455 ±  0.040 %    94.840 ±  0.062 %
 496       6.7383 ±    0.0472       0.00334 ±    0.00055       0.01379 ±    0.00013     3.455 ±  0.040 %    94.843 ±  0.062 %
 497       6.7404 ±    0.0472       0.00335 ±    0.00055       0.01378 ±    0.00013     3.453 ±  0.040 %    94.844 ±  0.062 %
 498       6.7383 ±    0.0471       0.00336 ±    0.00055       0.01377 ±    0.00013     3.451 ±  0.040 %    94.849 ±  0.062 %
 499       6.7383 ±    0.0471       0.00334 ±    0.00055       0.01377 ±    0.00013     3.451 ±  0.040 %    94.849 ±  0.062 %
 500       6.7504 ±    0.0471       0.00337 ±    0.00055       0.01377 ±    0.00013     3.449 ±  0.040 %    94.850 ±  0.062 %
 501       6.7503 ±    0.0471       0.00336 ±    0.00055       0.01377 ±    0.00013     3.449 ±  0.040 %    94.847 ±  0.062 %
 502       6.7504 ±    0.0471       0.00333 ±    0.00055       0.01377 ±    0.00013     3.448 ±  0.040 %    94.847 ±  0.062 %
 503       6.7510 ±    0.0470       0.00330 ±    0.00055       0.01376 ±    0.00013     3.446 ±  0.040 %    94.851 ±  0.062 %
 504       6.7505 ±    0.0470       0.00332 ±    0.00055       0.01375 ±    0.00012     3.444 ±  0.040 %    94.852 ±  0.062 %
 505       6.7538 ±    0.0470       0.00336 ±    0.00055       0.01373 ±    0.00012     3.442 ±  0.040 %    94.854 ±  0.062 %
 506       6.7554 ±    0.0469       0.00335 ±    0.00054       0.01373 ±    0.00012     3.442 ±  0.040 %    94.852 ±  0.062 %
 507       6.7539 ±    0.0469       0.00333 ±    0.00054       0.01371 ±    0.00012     3.440 ±  0.040 %    94.854 ±  0.061 %
 508       6.7615 ±    0.0469       0.00330 ±    0.00054       0.01371 ±    0.00012     3.439 ±  0.039 %    94.851 ±  0.061 %
 509       6.7544 ±    0.0468       0.00333 ±    0.00054       0.01371 ±    0.00012     3.441 ±  0.039 %    94.857 ±  0.061 %
 510       6.7526 ±    0.0467       0.00333 ±    0.00054       0.01370 ±    0.00012     3.439 ±  0.039 %    94.856 ±  0.061 %
 511       6.7521 ±    0.0467       0.00336 ±    0.00054       0.01369 ±    0.00012     3.437 ±  0.039 %    94.858 ±  0.061 %
 512       6.7513 ±    0.0466       0.00337 ±    0.00054       0.01369 ±    0.00012     3.436 ±  0.039 %    94.860 ±  0.061 %
 513       6.7490 ±    0.0465       0.00336 ±    0.00054       0.01368 ±    0.00012     3.434 ±  0.039 %    94.860 ±  0.061 %
 514       6.7424 ±    0.0464       0.00336 ±    0.00054       0.01367 ±    0.00012     3.433 ±  0.039 %    94.859 ±  0.061 %
 515       6.7390 ±    0.0464       0.00336 ±    0.00054       0.01366 ±    0.00012     3.432 ±  0.039 %    94.862 ±  0.061 %
 516       6.7402 ±    0.0463       0.00333 ±    0.00054       0.01365 ±    0.00012     3.431 ±  0.039 %    94.862 ±  0.061 %
 517       6.7473 ±    0.0464       0.00335 ±    0.00054       0.01365 ±    0.00012     3.431 ±  0.039 %    94.866 ±  0.061 %
 518       6.7453 ±    0.0463       0.00336 ±    0.00054       0.01364 ±    0.00012     3.431 ±  0.039 %    94.868 ±  0.061 %
 519       6.7415 ±    0.0462       0.00335 ±    0.00054       0.01364 ±    0.00012     3.430 ±  0.039 %    94.866 ±  0.061 %
 520       6.7427 ±    0.0462       0.00333 ±    0.00053       0.01363 ±    0.00012     3.428 ±  0.039 %    94.866 ±  0.061 %
 521       6.7460 ±    0.0462       0.00335 ±    0.00053       0.01362 ±    0.00012     3.427 ±  0.039 %    94.861 ±  0.061 %
 522       6.7506 ±    0.0462       0.00334 ±    0.00053       0.01362 ±    0.00012     3.427 ±  0.039 %    94.858 ±  0.061 %
 523       6.7457 ±    0.0461       0.00334 ±    0.00053       0.01361 ±    0.00012     3.425 ±  0.039 %    94.863 ±  0.060 %
 524       6.7462 ±    0.0461       0.00334 ±    0.00053       0.01360 ±    0.00012     3.423 ±  0.039 %    94.867 ±  0.060 %
 525       6.7398 ±    0.0460       0.00349 ±    0.00053       0.01364 ±    0.00012     3.431 ±  0.039 %    94.866 ±  0.060 %
 526       6.7370 ±    0.0459       0.00349 ±    0.00053       0.01366 ±    0.00012     3.432 ±  0.038 %    94.863 ±  0.060 %
 527       6.7344 ±    0.0458       0.00349 ±    0.00053       0.01365 ±    0.00012     3.431 ±  0.038 %    94.869 ±  0.060 %
 528       6.7391 ±    0.0458       0.00348 ±    0.00053       0.01365 ±    0.00012     3.430 ±  0.038 %    94.865 ±  0.060 %
 529       6.7365 ±    0.0458       0.00352 ±    0.00053       0.01371 ±    0.00013     3.450 ±  0.041 %    94.869 ±  0.060 %
 530       6.7339 ±    0.0457       0.00349 ±    0.00053       0.01372 ±    0.00013     3.451 ±  0.040 %    94.872 ±  0.060 %
 531       6.7347 ±    0.0457       0.00350 ±    0.00053       0.01371 ±    0.00013     3.449 ±  0.040 %    94.878 ±  0.060 %
 532       6.7341 ±    0.0456       0.00350 ±    0.00053       0.01371 ±    0.00013     3.448 ±  0.040 %    94.872 ±  0.060 %
 533       6.7293 ±    0.0455       0.00351 ±    0.00053       0.01370 ±    0.00013     3.447 ±  0.040 %    94.876 ±  0.060 %
 534       6.7309 ±    0.0455       0.00357 ±    0.00053       0.01373 ±    0.00013     3.453 ±  0.041 %    94.878 ±  0.060 %
 535       6.7331 ±    0.0455       0.00356 ±    0.00053       0.01374 ±    0.00013     3.455 ±  0.041 %    94.881 ±  0.060 %
 536       6.7346 ±    0.0455       0.00353 ±    0.00053       0.01374 ±    0.00013     3.454 ±  0.041 %    94.877 ±  0.060 %
 537       6.7407 ±    0.0455       0.00353 ±    0.00053       0.01373 ±    0.00013     3.452 ±  0.041 %    94.879 ±  0.060 %
 538       6.7399 ±    0.0454       0.00341 ±    0.00053       0.01393 ±    0.00018     3.470 ±  0.042 %    94.874 ±  0.060 %
 539       6.7343 ±    0.0454       0.00340 ±    0.00053       0.01394 ±    0.00018     3.470 ±  0.042 %    94.874 ±  0.059 %
 540       6.7391 ±    0.0454       0.00336 ±    0.00053       0.01394 ±    0.00018     3.469 ±  0.042 %    94.877 ±  0.059 %
 541       6.7399 ±    0.0453       0.00335 ±    0.00053       0.01394 ±    0.00018     3.469 ±  0.042 %    94.874 ±  0.059 %
 542       6.7433 ±    0.0453       0.00337 ±    0.00053       0.01393 ±    0.00018     3.467 ±  0.042 %    94.873 ±  0.059 %
 543       6.7394 ±    0.0452       0.00340 ±    0.00053       0.01394 ±    0.00018     3.469 ±  0.042 %    94.871 ±  0.059 %
 544       6.7289 ±    0.0451       0.00338 ±    0.00053       0.01393 ±    0.00018     3.470 ±  0.042 %    94.875 ±  0.059 %
 545       6.7208 ±    0.0450       0.00334 ±    0.00053       0.01392 ±    0.00018     3.468 ±  0.042 %    94.877 ±  0.059 %
 546       6.7257 ±    0.0450       0.00334 ±    0.00053       0.01392 ±    0.00018     3.467 ±  0.042 %    94.875 ±  0.059 %
 547       6.7196 ±    0.0449       0.00330 ±    0.00053       0.01392 ±    0.00018     3.468 ±  0.042 %    94.875 ±  0.059 %
 548       6.7131 ±    0.0448       0.00325 ±    0.00053       0.01391 ±    0.00018     3.468 ±  0.042 %    94.879 ±  0.059 %
 549       6.7035 ±    0.0447       0.00323 ±    0.00053       0.01392 ±    0.00018     3.474 ±  0.042 %    94.885 ±  0.059 %
 550       6.6919 ±    0.0446       0.00324 ±    0.00053       0.01392 ±    0.00018     3.475 ±  0.042 %    94.889 ±  0.059 %
 551       6.6891 ±    0.0445       0.00320 ±    0.00052       0.01391 ±    0.00018     3.473 ±  0.042 %    94.888 ±  0.059 %
 552       6.6930 ±    0.0445       0.00320 ±    0.00052       0.01391 ±    0.00018     3.472 ±  0.042 %    94.889 ±  0.059 %
 553       6.7000 ±    0.0445       0.00321 ±    0.00052       0.01390 ±    0.00018     3.471 ±  0.042 %    94.881 ±  0.059 %
 554       6.7011 ±    0.0445       0.00320 ±    0.00052       0.01390 ±    0.00018     3.469 ±  0.042 %    94.878 ±  0.059 %
 555       6.7076 ±    0.0445       0.00316 ±    0.00052       0.01389 ±    0.00018     3.468 ±  0.042 %    94.879 ±  0.059 %
 556       6.7123 ±    0.0445       0.00315 ±    0.00052       0.01389 ±    0.00018     3.467 ±  0.042 %    94.874 ±  0.059 %
 557       6.7169 ±    0.0445       0.00312 ±    0.00052       0.01388 ±    0.00017     3.464 ±  0.042 %    94.875 ±  0.059 %
 558       6.7205 ±    0.0445       0.00312 ±    0.00052       0.01386 ±    0.00017     3.462 ±  0.041 %    94.877 ±  0.058 %
 559       6.7290 ±    0.0445       0.00313 ±    0.00052       0.01387 ±    0.00017     3.462 ±  0.041 %    94.876 ±  0.058 %
 560       6.7350 ±    0.0445       0.00315 ±    0.00052       0.01387 ±    0.00017     3.461 ±  0.041 %    94.874 ±  0.058 %
 561       6.7420 ±    0.0445       0.00316 ±    0.00052       0.01386 ±    0.00017     3.459 ±  0.041 %    94.874 ±  0.058 %
 562       6.7388 ±    0.0445       0.00314 ±    0.00052       0.01386 ±    0.00017     3.458 ±  0.041 %    94.874 ±  0.058 %
 563       6.7407 ±    0.0445       0.00312 ±    0.00052       0.01387 ±    0.00017     3.458 ±  0.041 %    94.873 ±  0.058 %
 564       6.7326 ±    0.0443       0.00314 ±    0.00052       0.01390 ±    0.00017     3.462 ±  0.041 %    94.871 ±  0.058 %
 565       6.7348 ±    0.0443       0.00318 ±    0.00052       0.01395 ±    0.00017     3.466 ±  0.041 %    94.862 ±  0.058 %
 566       6.7296 ±    0.0442       0.00318 ±    0.00052       0.01394 ±    0.00017     3.465 ±  0.041 %    94.865 ±  0.058 %
 567       6.7331 ±    0.0442       0.00320 ±    0.00052       0.01394 ±    0.00017     3.464 ±  0.041 %    94.868 ±  0.058 %
 568       6.7342 ±    0.0442       0.00316 ±    0.00052       0.01395 ±    0.00017     3.466 ±  0.041 %    94.868 ±  0.058 %
 569       6.7360 ±    0.0442       0.00318 ±    0.00052       0.01395 ±    0.00017     3.465 ±  0.041 %    94.868 ±  0.058 %
 570       6.7319 ±    0.0441       0.00315 ±    0.00052       0.01395 ±    0.00017     3.465 ±  0.041 %    94.867 ±  0.058 %
 571       6.7312 ±    0.0441       0.00315 ±    0.00051       0.01395 ±    0.00017     3.463 ±  0.041 %    94.864 ±  0.058 %
 572       6.7375 ±    0.0441       0.00314 ±    0.00051       0.01395 ±    0.00017     3.463 ±  0.041 %    94.865 ±  0.058 %
 573       6.7338 ±    0.0440       0.00315 ±    0.00051       0.01394 ±    0.00017     3.463 ±  0.041 %    94.866 ±  0.058 %
 574       6.7366 ±    0.0440       0.00315 ±    0.00051       0.01393 ±    0.00017     3.461 ±  0.041 %    94.865 ±  0.058 %
 575       6.7366 ±    0.0439       0.00314 ±    0.00051       0.01392 ±    0.00017     3.460 ±  0.040 %    94.864 ±  0.058 %
 576       6.7426 ±    0.0440       0.00312 ±    0.00051       0.01392 ±    0.00017     3.459 ±  0.040 %    94.855 ±  0.058 %
 577       6.7457 ±    0.0439       0.00313 ±    0.00051       0.01391 ±    0.00017     3.457 ±  0.040 %    94.854 ±  0.058 %
 578       6.7521 ±    0.0440       0.00315 ±    0.00051       0.01390 ±    0.00017     3.455 ±  0.040 %    94.856 ±  0.058 %
 579       6.7444 ±    0.0439       0.00318 ±    0.00051       0.01390 ±    0.00017     3.455 ±  0.040 %    94.857 ±  0.057 %
 580       6.7414 ±    0.0438       0.00322 ±    0.00051       0.01390 ±    0.00017     3.455 ±  0.040 %    94.854 ±  0.057 %

====== Perplexity statistics ======
Mean PPL(Q)                   :   6.741414 ±   0.043822
Mean PPL(base)                :   6.719732 ±   0.043645
Cor(ln(PPL(Q)), ln(PPL(base))):  99.69%
Mean ln(PPL(Q)/PPL(base))     :   0.003221 ±   0.000510
Mean PPL(Q)/PPL(base)         :   1.003227 ±   0.000511
Mean PPL(Q)-PPL(base)         :   0.021682 ±   0.003436

====== KL divergence statistics ======
Mean    KLD:   0.013899 ±   0.000169
Maximum KLD:  13.251812
99.9%   KLD:   0.532999
99.0%   KLD:   0.143676
95.0%   KLD:   0.048244
90.0%   KLD:   0.028159
Median  KLD:   0.005158
10.0%   KLD:   0.000142
 5.0%   KLD:   0.000039
 1.0%   KLD:   0.000004
 0.1%   KLD:  -0.000001
Minimum KLD:  -0.000062

====== Token probability statistics ======
Mean    Δp: -0.104 ± 0.009 %
Maximum Δp: 95.729%
99.9%   Δp: 24.386%
99.0%   Δp:  9.295%
95.0%   Δp:  3.855%
90.0%   Δp:  2.175%
75.0%   Δp:  0.432%
Median  Δp: -0.001%
25.0%   Δp: -0.544%
10.0%   Δp: -2.406%
 5.0%   Δp: -4.244%
 1.0%   Δp: -10.397%
 0.1%   Δp: -28.916%
Minimum Δp: -98.157%
RMS Δp    :  3.455 ± 0.040 %
Same top p: 94.854 ± 0.057 %

llama_perf_context_print:        load time =    8114.46 ms
llama_perf_context_print: prompt eval time =   32412.20 ms / 296960 tokens (    0.11 ms per token,  9161.98 tokens per second)
llama_perf_context_print:        eval time =       0.00 ms /     1 runs   (    0.00 ms per token,      inf tokens per second)
llama_perf_context_print:       total time =   72419.07 ms / 296961 tokens
llama_perf_context_print:    graphs reused =         35
llama_memory_breakdown_print: | memory breakdown [MiB]                                       | total    free     self   model   context   compute    unaccounted |
llama_memory_breakdown_print: |   - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 91769 + ( 4615 =  3015 +     183 +    1417) +         864 |
llama_memory_breakdown_print: |   - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92347 + ( 4038 =  2511 +     150 +    1377) +         863 |
llama_memory_breakdown_print: |   - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92369 + ( 4014 =  2504 +     132 +    1377) +         866 |
llama_memory_breakdown_print: |   - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92347 + ( 4038 =  2511 +     150 +    1377) +         863 |
llama_memory_breakdown_print: |   - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92347 + ( 4038 =  2511 +     150 +    1377) +         863 |
llama_memory_breakdown_print: |   - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92347 + ( 4038 =  2511 +     150 +    1377) +         863 |
llama_memory_breakdown_print: |   - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92369 + ( 4014 =  2504 +     132 +    1377) +         866 |
llama_memory_breakdown_print: |   - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 85503 + (10880 =  2523 +     116 +    8241) +         865 |
llama_memory_breakdown_print: |   - Host                                                     |                    708 =   515 +       0 +     193                |