From cfb35c3216bd5ce0d2bad99c1e2ffa146d385d56 Mon Sep 17 00:00:00 2001 From: dm4 Date: Mon, 25 Dec 2023 14:13:24 +0800 Subject: [PATCH] [Example] ggml: show the number of input tokens before compute() Signed-off-by: dm4 --- wasmedge-ggml-llama-interactive/src/main.rs | 37 ++++++++++++------ .../wasmedge-ggml-llama-interactive.wasm | Bin 2297838 -> 2298622 bytes 2 files changed, 25 insertions(+), 12 deletions(-) diff --git a/wasmedge-ggml-llama-interactive/src/main.rs b/wasmedge-ggml-llama-interactive/src/main.rs index 8948eb8..b8abd87 100644 --- a/wasmedge-ggml-llama-interactive/src/main.rs +++ b/wasmedge-ggml-llama-interactive/src/main.rs @@ -19,6 +19,9 @@ fn main() { let args: Vec = env::args().collect(); let model_name: &str = &args[1]; + // Preserve for 4096 tokens with average token length 6 + const MAX_OUTPUT_BUFFER_SIZE: usize = 4096 * 6; + let mut options = json!({}); match env::var("enable_log") { Ok(val) => options["enable-log"] = serde_json::from_str(val.as_str()).unwrap(), @@ -99,10 +102,9 @@ fn main() { .unwrap(); println!("Response:"); context.compute().unwrap(); - let max_output_size = 4096 * 6; - let mut output_buffer = vec![0u8; max_output_size]; + let mut output_buffer = vec![0u8; MAX_OUTPUT_BUFFER_SIZE]; let mut output_size = context.get_output(0, &mut output_buffer).unwrap(); - output_size = std::cmp::min(max_output_size, output_size); + output_size = std::cmp::min(MAX_OUTPUT_BUFFER_SIZE, output_size); let output = String::from_utf8_lossy(&output_buffer[..output_size]).to_string(); println!("{}", output.trim()); } else { @@ -121,6 +123,20 @@ fn main() { .set_input(0, wasi_nn::TensorType::U8, &[1], &tensor_data) .unwrap(); + // Get the number of input tokens. + let mut input_metadata_buffer = vec![0u8; MAX_OUTPUT_BUFFER_SIZE]; + let mut input_metadata_size = + context.get_output(1, &mut input_metadata_buffer).unwrap(); + input_metadata_size = std::cmp::min(MAX_OUTPUT_BUFFER_SIZE, input_metadata_size); + let input_metadata_str = + String::from_utf8_lossy(&input_metadata_buffer[..input_metadata_size]).to_string(); + let input_metadata: Value = serde_json::from_str(&input_metadata_str).unwrap(); + if let Some(enable_log) = options["enable-log"].as_bool() { + if enable_log { + println!("Number of input tokens: {}", input_metadata["input_tokens"]); + } + } + println!("Answer:"); let mut output = String::new(); @@ -139,10 +155,9 @@ fn main() { } } // Retrieve the output. - let max_output_size = 4096 * 6; - let mut output_buffer = vec![0u8; max_output_size]; + let mut output_buffer = vec![0u8; MAX_OUTPUT_BUFFER_SIZE]; let mut output_size = context.get_output_single(0, &mut output_buffer).unwrap(); - output_size = std::cmp::min(max_output_size, output_size); + output_size = std::cmp::min(MAX_OUTPUT_BUFFER_SIZE, output_size); let token = String::from_utf8_lossy(&output_buffer[..output_size]).to_string(); print!("{}", token); io::stdout().flush().unwrap(); @@ -154,10 +169,9 @@ fn main() { context.compute().unwrap(); // Retrieve the output. - let max_output_size = 4096 * 6; - let mut output_buffer = vec![0u8; max_output_size]; + let mut output_buffer = vec![0u8; MAX_OUTPUT_BUFFER_SIZE]; let mut output_size = context.get_output(0, &mut output_buffer).unwrap(); - output_size = std::cmp::min(max_output_size, output_size); + output_size = std::cmp::min(MAX_OUTPUT_BUFFER_SIZE, output_size); output = String::from_utf8_lossy(&output_buffer[..output_size]).to_string(); if let Some(is_stream) = options["stream-stdout"].as_bool() { if !is_stream { @@ -172,10 +186,9 @@ fn main() { saved_prompt = format!("{} {} ", saved_prompt, output.trim()); // Retrieve the output metadata. - let max_metadata_size = 4096 * 6; - let mut metadata_buffer = vec![0u8; max_metadata_size]; + let mut metadata_buffer = vec![0u8; MAX_OUTPUT_BUFFER_SIZE]; let mut metadata_size = context.get_output(1, &mut metadata_buffer).unwrap(); - metadata_size = std::cmp::min(max_metadata_size, metadata_size); + metadata_size = std::cmp::min(MAX_OUTPUT_BUFFER_SIZE, metadata_size); let metadata_str = String::from_utf8_lossy(&metadata_buffer[..metadata_size]).to_string(); let metadata: Value = serde_json::from_str(&metadata_str).unwrap(); diff --git a/wasmedge-ggml-llama-interactive/wasmedge-ggml-llama-interactive.wasm b/wasmedge-ggml-llama-interactive/wasmedge-ggml-llama-interactive.wasm index b2c1995c6936c3292cc03460257aab72dfe4a592..6ff720c7bb8444238464ad9f62cca11b05b19082 100755 GIT binary patch delta 134442 zcmd443wRX8(mp=jvzug--DHyxNJs*kKp-Jp1p;!DK|vJcqFhu^xr*E`f)_+LAOa#n zbiqbN2#6996$M#9grF$lqN1YW5j84$I3CoXC=o$_Z}m*i&IZ(TzVH8ko)4eROub#* zU0q#OUEMRge!prF`~9g!Y~xfG`jFKRO=Y7u{md@b_1WyYO|9IG85f&3T_3Z~AN+NY zo)BdB=)nfX_@^0F`uJR}p}Y@hMwvd&Uo{&z?kn_hM%*|P#7%*&wbOwIv;w_MZ>Lx2 zDB8-10i6B{YK?cL{{mV*FK4;T;8*y-p3k?kTyE4Fm(R7FAPaEAD{rZO1*1N?nJpXc z4q62RTFJ*5rSr;*H6z~t9Z6%hS;?t6SsEu>a8V07B*^E-c&^(jldb!=nDPX)W?F@A z#PpC=%k*C34F9;?7_%a7)u?FX=4j1fE1X7Kfzg)fG&0`Rs5a%I20}g4?`VHeFXCmo 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